041_compute_PMBC_R.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "## on our system, the following installs were required.\n",
    "## from the Ubuntu system terminal: sudo apt-get install libxml2-dev\n",
    "\n",
    "## from R\n",
    "#install.packages('devtools',quiet=FALSE)\n",
    "#install.packages(\"pillar\") ## -> required upgrade to 1.6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading GitHub repo ChristophH/sctransform@HEAD\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "utf8         (1.1.4 -> 1.2.1     ) [CRAN]\n",
      "crayon       (1.3.4 -> 1.4.1     ) [CRAN]\n",
      "vctrs        (0.3.6 -> 0.3.7     ) [CRAN]\n",
      "pillar       (1.5.1 -> 1.6.0     ) [CRAN]\n",
      "fansi        (0.4.1 -> 0.4.2     ) [CRAN]\n",
      "viridisLite  (0.3.0 -> 0.4.0     ) [CRAN]\n",
      "codetools    (NA    -> 0.2-18    ) [CRAN]\n",
      "parallelly   (NA    -> 1.24.0    ) [CRAN]\n",
      "listenv      (NA    -> 0.8.0     ) [CRAN]\n",
      "globals      (NA    -> 0.14.0    ) [CRAN]\n",
      "withr        (2.4.1 -> 2.4.2     ) [CRAN]\n",
      "tibble       (3.1.0 -> 3.1.1     ) [CRAN]\n",
      "future       (NA    -> 1.21.0    ) [CRAN]\n",
      "RcppArmad... (NA    -> 0.10.4.0.0) [CRAN]\n",
      "future.apply (NA    -> 1.7.0     ) [CRAN]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Installing 15 packages: utf8, crayon, vctrs, pillar, fansi, viridisLite, codetools, parallelly, listenv, globals, withr, tibble, future, RcppArmadillo, future.apply\n",
      "\n",
      "Installing packages into ‘/gpfs01/berens/user/jlause/R/x86_64-pc-linux-gnu-library/3.6’\n",
      "(as ‘lib’ is unspecified)\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   During startup - Warning messages:\n",
      "   1: Setting LC_TIME failed, using \"C\" \n",
      "   2: Setting LC_MESSAGES failed, using \"C\" \n",
      "   3: Setting LC_MONETARY failed, using \"C\" \n",
      "   4: Setting LC_PAPER failed, using \"C\" \n",
      "   5: Setting LC_MEASUREMENT failed, using \"C\" \n",
      "\u001b[32m✔\u001b[39m  \u001b[90mchecking for file ‘/tmp/RtmpZVpR5j/remotes4c1e16f92b1/ChristophH-sctransform-9a120a0/DESCRIPTION’\u001b[39m\u001b[36m\u001b[39m\n",
      "\u001b[90m─\u001b[39m\u001b[90m  \u001b[39m\u001b[90mpreparing ‘sctransform’:\u001b[39m\u001b[36m\u001b[39m\n",
      "\u001b[32m✔\u001b[39m  \u001b[90mchecking DESCRIPTION meta-information\u001b[39m\u001b[36m\u001b[39m\n",
      "\u001b[90m─\u001b[39m\u001b[90m  \u001b[39m\u001b[90mcleaning src\u001b[39m\u001b[36m\u001b[39m\n",
      "\u001b[90m─\u001b[39m\u001b[90m  \u001b[39m\u001b[90mchecking for LF line-endings in source and make files and shell scripts\u001b[39m\u001b[36m\u001b[39m\n",
      "\u001b[90m─\u001b[39m\u001b[90m  \u001b[39m\u001b[90mchecking for empty or unneeded directories\u001b[39m\u001b[36m\u001b[39m\n",
      "\u001b[90m─\u001b[39m\u001b[90m  \u001b[39m\u001b[90mlooking to see if a ‘data/datalist’ file should be added\u001b[39m\u001b[36m\u001b[39m\n",
      "\u001b[90m─\u001b[39m\u001b[90m  \u001b[39m\u001b[90mbuilding ‘sctransform_0.3.2.tar.gz’\u001b[39m\u001b[36m\u001b[39m\n",
      "   \n",
      "\r"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Installing package into ‘/gpfs01/berens/user/jlause/R/x86_64-pc-linux-gnu-library/3.6’\n",
      "(as ‘lib’ is unspecified)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "## install scTransform\n",
    "#devtools::install_github(repo = 'ChristophH/sctransform')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "pbmc = as.matrix(read.csv('datasets/33k_pbmc/preproc_for_R.csv',row.names = 1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<caption>A matrix: 16809 x 33148 of type dbl</caption>\n",
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       "\t<tr><th scope=row>DIP2A</th><td>0</td><td> 0</td><td>0</td><td> 1</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>S100B</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 1</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>PRMT2</th><td>1</td><td> 0</td><td>0</td><td> 0</td><td> 1</td><td> 1</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 1</td><td>1</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 1</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>MT-ND1</th><td>2</td><td> 3</td><td>1</td><td> 5</td><td> 0</td><td> 2</td><td>7</td><td> 6</td><td> 2</td><td> 4</td><td>...</td><td> 5</td><td>5</td><td> 2</td><td>0</td><td>0</td><td> 2</td><td>1</td><td> 7</td><td> 2</td><td> 4</td></tr>\n",
       "\t<tr><th scope=row>MT-ND2</th><td>4</td><td> 3</td><td>3</td><td> 5</td><td> 0</td><td> 4</td><td>4</td><td> 7</td><td> 1</td><td>25</td><td>...</td><td> 4</td><td>7</td><td> 3</td><td>1</td><td>2</td><td> 1</td><td>3</td><td>11</td><td> 5</td><td> 7</td></tr>\n",
       "\t<tr><th scope=row>MT-CO1</th><td>7</td><td>10</td><td>1</td><td>12</td><td>11</td><td> 8</td><td>4</td><td>18</td><td>14</td><td> 3</td><td>...</td><td>10</td><td>5</td><td>11</td><td>4</td><td>1</td><td> 9</td><td>3</td><td>29</td><td>14</td><td> 7</td></tr>\n",
       "\t<tr><th scope=row>MT-CO2</th><td>0</td><td>11</td><td>3</td><td> 9</td><td> 1</td><td>10</td><td>2</td><td> 4</td><td> 3</td><td> 4</td><td>...</td><td> 9</td><td>4</td><td> 7</td><td>1</td><td>1</td><td> 3</td><td>6</td><td>10</td><td> 6</td><td> 8</td></tr>\n",
       "\t<tr><th scope=row>MT-ATP8</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>MT-ATP6</th><td>3</td><td> 3</td><td>1</td><td> 0</td><td> 2</td><td> 2</td><td>2</td><td> 3</td><td> 1</td><td> 2</td><td>...</td><td> 2</td><td>1</td><td> 2</td><td>0</td><td>1</td><td> 2</td><td>3</td><td> 9</td><td> 0</td><td> 3</td></tr>\n",
       "\t<tr><th scope=row>MT-CO3</th><td>4</td><td> 2</td><td>0</td><td> 8</td><td> 1</td><td> 4</td><td>6</td><td> 7</td><td> 4</td><td> 1</td><td>...</td><td> 9</td><td>8</td><td> 5</td><td>6</td><td>4</td><td>10</td><td>5</td><td> 8</td><td> 1</td><td> 9</td></tr>\n",
       "\t<tr><th scope=row>MT-ND3</th><td>1</td><td> 0</td><td>0</td><td> 1</td><td> 0</td><td> 0</td><td>1</td><td> 0</td><td> 1</td><td> 1</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>1</td><td> 2</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>MT-ND4L</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 1</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>MT-ND4</th><td>4</td><td> 3</td><td>0</td><td> 5</td><td> 9</td><td> 4</td><td>0</td><td> 4</td><td> 0</td><td> 3</td><td>...</td><td> 2</td><td>4</td><td> 0</td><td>2</td><td>0</td><td> 2</td><td>6</td><td> 7</td><td> 3</td><td> 6</td></tr>\n",
       "\t<tr><th scope=row>MT-ND5</th><td>0</td><td> 1</td><td>2</td><td> 2</td><td> 0</td><td> 0</td><td>0</td><td> 1</td><td> 1</td><td> 0</td><td>...</td><td> 1</td><td>2</td><td> 0</td><td>0</td><td>0</td><td> 3</td><td>1</td><td> 1</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>MT-ND6</th><td>0</td><td> 0</td><td>0</td><td> 1</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 1</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>MT-CYB</th><td>3</td><td> 4</td><td>2</td><td> 4</td><td> 2</td><td> 3</td><td>2</td><td> 7</td><td> 0</td><td> 2</td><td>...</td><td> 4</td><td>1</td><td> 2</td><td>0</td><td>0</td><td> 6</td><td>6</td><td> 9</td><td> 1</td><td>10</td></tr>\n",
       "\t<tr><th scope=row>AC145212.1</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>AC011043.1</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>AL592183.1</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 1</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>AC011841.1</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>AL354822.1</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>KIR2DL2</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>PNRC2-1</th><td>1</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 1</td><td> 0</td></tr>\n",
       "\t<tr><th scope=row>SRSF10-1</th><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td><td>...</td><td> 0</td><td>0</td><td> 0</td><td>0</td><td>0</td><td> 0</td><td>0</td><td> 0</td><td> 0</td><td> 0</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A matrix: 16809 x 33148 of type dbl\n",
       "\\begin{tabular}{r|lllllllllllllllllllll}\n",
       "  & X0 & X1 & X2 & X3 & X4 & X5 & X6 & X7 & X8 & X9 & ... & X33138 & X33139 & X33140 & X33141 & X33142 & X33143 & X33144 & X33145 & X33146 & X33147\\\\\n",
       "\\hline\n",
       "\tAL627309.1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tAP006222.2 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tRP11-206L10.2 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tRP11-206L10.9 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tFAM87B & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tLINC00115 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tFAM41C & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tNOC2L & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tKLHL17 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tPLEKHN1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tRP11-54O7.17 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tHES4 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0\\\\\n",
       "\tRP11-54O7.11 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tISG15 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 1 & ... & 0 & 6 & 1 & 0 & 1 & 0 & 1 & 1 & 2 & 0\\\\\n",
       "\tAGRN & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tC1orf159 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tTTLL10 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tTNFRSF18 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tTNFRSF4 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tSDF4 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 2 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tB3GALT6 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tFAM132A & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tRP5-902P8.12 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tUBE2J2 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0\\\\\n",
       "\tRP5-902P8.10 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tSCNN1D & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tACAP3 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tPUSL1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tCPSF3L & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\tGLTPD1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\\n",
       "\t... & ... & ... & ... & ... & ... & ... & ... & ... & ... & ... &  & ... & ... & ... & ... & ... & ... & ... & ... & ... & ...\\\\\n",
       "\tMCM3AP-AS1 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tMCM3AP & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 1 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tAP001469.9 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tYBEY & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  1 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tC21orf58 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tPCNT & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tDIP2A & 0 &  0 & 0 &  1 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tS100B & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  1 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tPRMT2 & 1 &  0 & 0 &  0 &  1 &  1 & 0 &  0 &  0 &  0 & ... &  1 & 1 &  0 & 0 & 0 &  0 & 0 &  1 &  0 &  0\\\\\n",
       "\tMT-ND1 & 2 &  3 & 1 &  5 &  0 &  2 & 7 &  6 &  2 &  4 & ... &  5 & 5 &  2 & 0 & 0 &  2 & 1 &  7 &  2 &  4\\\\\n",
       "\tMT-ND2 & 4 &  3 & 3 &  5 &  0 &  4 & 4 &  7 &  1 & 25 & ... &  4 & 7 &  3 & 1 & 2 &  1 & 3 & 11 &  5 &  7\\\\\n",
       "\tMT-CO1 & 7 & 10 & 1 & 12 & 11 &  8 & 4 & 18 & 14 &  3 & ... & 10 & 5 & 11 & 4 & 1 &  9 & 3 & 29 & 14 &  7\\\\\n",
       "\tMT-CO2 & 0 & 11 & 3 &  9 &  1 & 10 & 2 &  4 &  3 &  4 & ... &  9 & 4 &  7 & 1 & 1 &  3 & 6 & 10 &  6 &  8\\\\\n",
       "\tMT-ATP8 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tMT-ATP6 & 3 &  3 & 1 &  0 &  2 &  2 & 2 &  3 &  1 &  2 & ... &  2 & 1 &  2 & 0 & 1 &  2 & 3 &  9 &  0 &  3\\\\\n",
       "\tMT-CO3 & 4 &  2 & 0 &  8 &  1 &  4 & 6 &  7 &  4 &  1 & ... &  9 & 8 &  5 & 6 & 4 & 10 & 5 &  8 &  1 &  9\\\\\n",
       "\tMT-ND3 & 1 &  0 & 0 &  1 &  0 &  0 & 1 &  0 &  1 &  1 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 1 &  2 &  0 &  0\\\\\n",
       "\tMT-ND4L & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  1 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tMT-ND4 & 4 &  3 & 0 &  5 &  9 &  4 & 0 &  4 &  0 &  3 & ... &  2 & 4 &  0 & 2 & 0 &  2 & 6 &  7 &  3 &  6\\\\\n",
       "\tMT-ND5 & 0 &  1 & 2 &  2 &  0 &  0 & 0 &  1 &  1 &  0 & ... &  1 & 2 &  0 & 0 & 0 &  3 & 1 &  1 &  0 &  0\\\\\n",
       "\tMT-ND6 & 0 &  0 & 0 &  1 &  0 &  0 & 0 &  0 &  0 &  1 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tMT-CYB & 3 &  4 & 2 &  4 &  2 &  3 & 2 &  7 &  0 &  2 & ... &  4 & 1 &  2 & 0 & 0 &  6 & 6 &  9 &  1 & 10\\\\\n",
       "\tAC145212.1 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tAC011043.1 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tAL592183.1 & 0 &  0 & 0 &  0 &  0 &  1 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tAC011841.1 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tAL354822.1 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tKIR2DL2 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\tPNRC2-1 & 1 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  1 &  0\\\\\n",
       "\tSRSF10-1 & 0 &  0 & 0 &  0 &  0 &  0 & 0 &  0 &  0 &  0 & ... &  0 & 0 &  0 & 0 & 0 &  0 & 0 &  0 &  0 &  0\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A matrix: 16809 x 33148 of type dbl\n",
       "\n",
       "| <!--/--> | X0 | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | ... | X33138 | X33139 | X33140 | X33141 | X33142 | X33143 | X33144 | X33145 | X33146 | X33147 |\n",
       "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
       "| AL627309.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| AP006222.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| RP11-206L10.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| RP11-206L10.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| FAM87B | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| LINC00115 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| FAM41C | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| NOC2L | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| KLHL17 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| PLEKHN1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| RP11-54O7.17 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| HES4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |\n",
       "| RP11-54O7.11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| ISG15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | ... | 0 | 6 | 1 | 0 | 1 | 0 | 1 | 1 | 2 | 0 |\n",
       "| AGRN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| C1orf159 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| TTLL10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| TNFRSF18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| TNFRSF4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| SDF4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| B3GALT6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| FAM132A | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| RP5-902P8.12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| UBE2J2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |\n",
       "| RP5-902P8.10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| SCNN1D | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| ACAP3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| PUSL1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| CPSF3L | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| GLTPD1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n",
       "| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | <!----> | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n",
       "| MCM3AP-AS1 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| MCM3AP | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 1 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| AP001469.9 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| YBEY | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  1 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| C21orf58 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| PCNT | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| DIP2A | 0 |  0 | 0 |  1 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| S100B | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  1 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| PRMT2 | 1 |  0 | 0 |  0 |  1 |  1 | 0 |  0 |  0 |  0 | ... |  1 | 1 |  0 | 0 | 0 |  0 | 0 |  1 |  0 |  0 |\n",
       "| MT-ND1 | 2 |  3 | 1 |  5 |  0 |  2 | 7 |  6 |  2 |  4 | ... |  5 | 5 |  2 | 0 | 0 |  2 | 1 |  7 |  2 |  4 |\n",
       "| MT-ND2 | 4 |  3 | 3 |  5 |  0 |  4 | 4 |  7 |  1 | 25 | ... |  4 | 7 |  3 | 1 | 2 |  1 | 3 | 11 |  5 |  7 |\n",
       "| MT-CO1 | 7 | 10 | 1 | 12 | 11 |  8 | 4 | 18 | 14 |  3 | ... | 10 | 5 | 11 | 4 | 1 |  9 | 3 | 29 | 14 |  7 |\n",
       "| MT-CO2 | 0 | 11 | 3 |  9 |  1 | 10 | 2 |  4 |  3 |  4 | ... |  9 | 4 |  7 | 1 | 1 |  3 | 6 | 10 |  6 |  8 |\n",
       "| MT-ATP8 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| MT-ATP6 | 3 |  3 | 1 |  0 |  2 |  2 | 2 |  3 |  1 |  2 | ... |  2 | 1 |  2 | 0 | 1 |  2 | 3 |  9 |  0 |  3 |\n",
       "| MT-CO3 | 4 |  2 | 0 |  8 |  1 |  4 | 6 |  7 |  4 |  1 | ... |  9 | 8 |  5 | 6 | 4 | 10 | 5 |  8 |  1 |  9 |\n",
       "| MT-ND3 | 1 |  0 | 0 |  1 |  0 |  0 | 1 |  0 |  1 |  1 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 1 |  2 |  0 |  0 |\n",
       "| MT-ND4L | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  1 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| MT-ND4 | 4 |  3 | 0 |  5 |  9 |  4 | 0 |  4 |  0 |  3 | ... |  2 | 4 |  0 | 2 | 0 |  2 | 6 |  7 |  3 |  6 |\n",
       "| MT-ND5 | 0 |  1 | 2 |  2 |  0 |  0 | 0 |  1 |  1 |  0 | ... |  1 | 2 |  0 | 0 | 0 |  3 | 1 |  1 |  0 |  0 |\n",
       "| MT-ND6 | 0 |  0 | 0 |  1 |  0 |  0 | 0 |  0 |  0 |  1 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| MT-CYB | 3 |  4 | 2 |  4 |  2 |  3 | 2 |  7 |  0 |  2 | ... |  4 | 1 |  2 | 0 | 0 |  6 | 6 |  9 |  1 | 10 |\n",
       "| AC145212.1 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| AC011043.1 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| AL592183.1 | 0 |  0 | 0 |  0 |  0 |  1 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| AC011841.1 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| AL354822.1 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| KIR2DL2 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "| PNRC2-1 | 1 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  1 |  0 |\n",
       "| SRSF10-1 | 0 |  0 | 0 |  0 |  0 |  0 | 0 |  0 |  0 |  0 | ... |  0 | 0 |  0 | 0 | 0 |  0 | 0 |  0 |  0 |  0 |\n",
       "\n"
      ],
      "text/plain": [
       "              X0  X1  X2  X3  X4  X5  X6  X7  X8  X9  ... X33138 X33139 X33140\n",
       "AL627309.1    0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "AP006222.2    0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "RP11-206L10.2 0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "RP11-206L10.9 0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "FAM87B        0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "LINC00115     0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "FAM41C        0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "NOC2L         0   0   0   0   0   0   0   0   0   0   ... 0      0      1     \n",
       "KLHL17        0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "PLEKHN1       0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "RP11-54O7.17  0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "HES4          0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "RP11-54O7.11  0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "ISG15         0   0   0   0   0   0   0   1   0   1   ... 0      6      1     \n",
       "AGRN          0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "C1orf159      0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "TTLL10        0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "TNFRSF18      0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "TNFRSF4       0   0   0   0   0   1   0   0   0   0   ... 0      0      0     \n",
       "SDF4          0   0   0   0   0   0   0   0   0   0   ... 0      2      0     \n",
       "B3GALT6       0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "FAM132A       0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "RP5-902P8.12  0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "UBE2J2        0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "RP5-902P8.10  0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "SCNN1D        0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "ACAP3         0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "PUSL1         0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "CPSF3L        0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "GLTPD1        0   0   0   0   0   0   0   0   0   0   ... 0      0      0     \n",
       "...           ... ... ... ... ... ... ... ... ... ...     ...    ...    ...   \n",
       "MCM3AP-AS1    0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "MCM3AP        0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "AP001469.9    0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "YBEY          0    0  0    0   0   0  0    1   0   0  ...  0     0       0    \n",
       "C21orf58      0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "PCNT          0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "DIP2A         0    0  0    1   0   0  0    0   0   0  ...  0     0       0    \n",
       "S100B         0    0  0    0   0   0  0    1   0   0  ...  0     0       0    \n",
       "PRMT2         1    0  0    0   1   1  0    0   0   0  ...  1     1       0    \n",
       "MT-ND1        2    3  1    5   0   2  7    6   2   4  ...  5     5       2    \n",
       "MT-ND2        4    3  3    5   0   4  4    7   1  25  ...  4     7       3    \n",
       "MT-CO1        7   10  1   12  11   8  4   18  14   3  ... 10     5      11    \n",
       "MT-CO2        0   11  3    9   1  10  2    4   3   4  ...  9     4       7    \n",
       "MT-ATP8       0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "MT-ATP6       3    3  1    0   2   2  2    3   1   2  ...  2     1       2    \n",
       "MT-CO3        4    2  0    8   1   4  6    7   4   1  ...  9     8       5    \n",
       "MT-ND3        1    0  0    1   0   0  1    0   1   1  ...  0     0       0    \n",
       "MT-ND4L       0    0  0    0   0   0  0    0   0   0  ...  1     0       0    \n",
       "MT-ND4        4    3  0    5   9   4  0    4   0   3  ...  2     4       0    \n",
       "MT-ND5        0    1  2    2   0   0  0    1   1   0  ...  1     2       0    \n",
       "MT-ND6        0    0  0    1   0   0  0    0   0   1  ...  0     0       0    \n",
       "MT-CYB        3    4  2    4   2   3  2    7   0   2  ...  4     1       2    \n",
       "AC145212.1    0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "AC011043.1    0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "AL592183.1    0    0  0    0   0   1  0    0   0   0  ...  0     0       0    \n",
       "AC011841.1    0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "AL354822.1    0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "KIR2DL2       0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "PNRC2-1       1    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "SRSF10-1      0    0  0    0   0   0  0    0   0   0  ...  0     0       0    \n",
       "              X33141 X33142 X33143 X33144 X33145 X33146 X33147\n",
       "AL627309.1    0      0      0      0      0      0      0     \n",
       "AP006222.2    0      0      0      0      0      0      0     \n",
       "RP11-206L10.2 0      0      0      0      0      0      0     \n",
       "RP11-206L10.9 0      0      0      0      0      0      0     \n",
       "FAM87B        0      0      0      0      0      0      0     \n",
       "LINC00115     0      0      0      0      0      0      0     \n",
       "FAM41C        0      0      0      0      0      0      0     \n",
       "NOC2L         0      0      0      0      0      0      0     \n",
       "KLHL17        0      0      0      0      0      0      0     \n",
       "PLEKHN1       0      0      0      0      0      0      0     \n",
       "RP11-54O7.17  0      0      0      0      0      0      0     \n",
       "HES4          0      0      0      0      1      0      0     \n",
       "RP11-54O7.11  0      0      0      0      0      0      0     \n",
       "ISG15         0      1      0      1      1      2      0     \n",
       "AGRN          0      0      0      0      0      0      0     \n",
       "C1orf159      0      0      0      0      0      0      0     \n",
       "TTLL10        0      0      0      0      0      0      0     \n",
       "TNFRSF18      0      0      0      0      0      0      0     \n",
       "TNFRSF4       0      0      0      0      0      0      0     \n",
       "SDF4          0      0      0      0      0      0      0     \n",
       "B3GALT6       0      0      0      0      0      0      0     \n",
       "FAM132A       0      0      0      0      0      0      0     \n",
       "RP5-902P8.12  0      0      0      0      0      0      0     \n",
       "UBE2J2        0      0      0      0      1      0      0     \n",
       "RP5-902P8.10  0      0      0      0      0      0      0     \n",
       "SCNN1D        0      0      0      0      0      0      0     \n",
       "ACAP3         0      0      0      0      0      0      0     \n",
       "PUSL1         0      0      0      0      0      0      0     \n",
       "CPSF3L        0      0      0      0      0      0      0     \n",
       "GLTPD1        0      0      0      0      0      0      0     \n",
       "...           ...    ...    ...    ...    ...    ...    ...   \n",
       "MCM3AP-AS1    0      0       0     0       0      0      0    \n",
       "MCM3AP        1      0       0     0       0      0      0    \n",
       "AP001469.9    0      0       0     0       0      0      0    \n",
       "YBEY          0      0       0     0       0      0      0    \n",
       "C21orf58      0      0       0     0       0      0      0    \n",
       "PCNT          0      0       0     0       0      0      0    \n",
       "DIP2A         0      0       0     0       0      0      0    \n",
       "S100B         0      0       0     0       0      0      0    \n",
       "PRMT2         0      0       0     0       1      0      0    \n",
       "MT-ND1        0      0       2     1       7      2      4    \n",
       "MT-ND2        1      2       1     3      11      5      7    \n",
       "MT-CO1        4      1       9     3      29     14      7    \n",
       "MT-CO2        1      1       3     6      10      6      8    \n",
       "MT-ATP8       0      0       0     0       0      0      0    \n",
       "MT-ATP6       0      1       2     3       9      0      3    \n",
       "MT-CO3        6      4      10     5       8      1      9    \n",
       "MT-ND3        0      0       0     1       2      0      0    \n",
       "MT-ND4L       0      0       0     0       0      0      0    \n",
       "MT-ND4        2      0       2     6       7      3      6    \n",
       "MT-ND5        0      0       3     1       1      0      0    \n",
       "MT-ND6        0      0       0     0       0      0      0    \n",
       "MT-CYB        0      0       6     6       9      1     10    \n",
       "AC145212.1    0      0       0     0       0      0      0    \n",
       "AC011043.1    0      0       0     0       0      0      0    \n",
       "AL592183.1    0      0       0     0       0      0      0    \n",
       "AC011841.1    0      0       0     0       0      0      0    \n",
       "AL354822.1    0      0       0     0       0      0      0    \n",
       "KIR2DL2       0      0       0     0       0      0      0    \n",
       "PNRC2-1       0      0       0     0       0      1      0    \n",
       "SRSF10-1      0      0       0     0       0      0      0    "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pbmc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "set.seed(42)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Calculating cell attributes from input UMI matrix: log_umi\n",
      "\n",
      "Variance stabilizing transformation of count matrix of size 16809 by 33148\n",
      "\n",
      "Model formula is y ~ log_umi\n",
      "\n",
      "Get Negative Binomial regression parameters per gene\n",
      "\n",
      "Using 2000 genes, 33148 cells\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  |                                                                      |   0%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  |==================                                                    |  25%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  |===================================                                   |  50%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  |====================================================                  |  75%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
      "“iteration limit reached”\n",
      "Warning message in theta.ml(y = y, mu = fit$fitted):\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  |======================================================================| 100%\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Found 5 outliers - those will be ignored in fitting/regularization step\n",
      "\n",
      "\n",
      "Second step: Get residuals using fitted parameters for 16809 genes\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  |======================================================================| 100%\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Calculating gene attributes\n",
      "\n",
      "Wall clock passed: Time difference of 11.28315 mins\n",
      "\n"
     ]
    }
   ],
   "source": [
    "normalized_data <- sctransform::vst(pbmc,theta_regularization='log_theta')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>\n",
       ".list-inline {list-style: none; margin:0; padding: 0}\n",
       ".list-inline>li {display: inline-block}\n",
       ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
       "</style>\n",
       "<ol class=list-inline><li>'y'</li><li>'model_str'</li><li>'model_pars'</li><li>'model_pars_outliers'</li><li>'model_pars_fit'</li><li>'model_str_nonreg'</li><li>'model_pars_nonreg'</li><li>'arguments'</li><li>'genes_log_gmean_step1'</li><li>'cells_step1'</li><li>'gene_attr'</li><li>'times'</li></ol>\n"
      ],
      "text/latex": [
       "\\begin{enumerate*}\n",
       "\\item 'y'\n",
       "\\item 'model\\_str'\n",
       "\\item 'model\\_pars'\n",
       "\\item 'model\\_pars\\_outliers'\n",
       "\\item 'model\\_pars\\_fit'\n",
       "\\item 'model\\_str\\_nonreg'\n",
       "\\item 'model\\_pars\\_nonreg'\n",
       "\\item 'arguments'\n",
       "\\item 'genes\\_log\\_gmean\\_step1'\n",
       "\\item 'cells\\_step1'\n",
       "\\item 'gene\\_attr'\n",
       "\\item 'times'\n",
       "\\end{enumerate*}\n"
      ],
      "text/markdown": [
       "1. 'y'\n",
       "2. 'model_str'\n",
       "3. 'model_pars'\n",
       "4. 'model_pars_outliers'\n",
       "5. 'model_pars_fit'\n",
       "6. 'model_str_nonreg'\n",
       "7. 'model_pars_nonreg'\n",
       "8. 'arguments'\n",
       "9. 'genes_log_gmean_step1'\n",
       "10. 'cells_step1'\n",
       "11. 'gene_attr'\n",
       "12. 'times'\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       " [1] \"y\"                     \"model_str\"             \"model_pars\"           \n",
       " [4] \"model_pars_outliers\"   \"model_pars_fit\"        \"model_str_nonreg\"     \n",
       " [7] \"model_pars_nonreg\"     \"arguments\"             \"genes_log_gmean_step1\"\n",
       "[10] \"cells_step1\"           \"gene_attr\"             \"times\"                "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "names(normalized_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "## write scTransform output to file\n",
    "write.table(x=normalized_data$y,file='datasets/33k_pbmc/sctransform_pearson_residuals.csv',sep=\",\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>\n",
       ".list-inline {list-style: none; margin:0; padding: 0}\n",
       ".list-inline>li {display: inline-block}\n",
       ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
       "</style>\n",
       "<ol class=list-inline><li>'AL627309.1'</li><li>'AP006222.2'</li><li>'RP11-206L10.2'</li><li>'RP11-206L10.9'</li><li>'FAM87B'</li><li>'LINC00115'</li><li>'FAM41C'</li><li>'NOC2L'</li><li>'KLHL17'</li><li>'PLEKHN1'</li><li>'RP11-54O7.17'</li><li>'HES4'</li><li>'RP11-54O7.11'</li><li>'ISG15'</li><li>'AGRN'</li><li>'C1orf159'</li><li>'TTLL10'</li><li>'TNFRSF18'</li><li>'TNFRSF4'</li><li>'SDF4'</li><li>'B3GALT6'</li><li>'FAM132A'</li><li>'RP5-902P8.12'</li><li>'UBE2J2'</li><li>'RP5-902P8.10'</li><li>'SCNN1D'</li><li>'ACAP3'</li><li>'PUSL1'</li><li>'CPSF3L'</li><li>'GLTPD1'</li><li>'TAS1R3'</li><li>'DVL1'</li><li>'MXRA8'</li><li>'AURKAIP1'</li><li>'CCNL2'</li><li>'RP4-758J18.2'</li><li>'MRPL20'</li><li>'RP4-758J18.13'</li><li>'ANKRD65'</li><li>'ATAD3C'</li><li>'ATAD3B'</li><li>'ATAD3A'</li><li>'SSU72'</li><li>'AL645728.1'</li><li>'C1orf233'</li><li>'RP11-345P4.9'</li><li>'MIB2'</li><li>'MMP23B'</li><li>'CDK11B'</li><li>'RP11-345P4.10'</li><li>'SLC35E2B'</li><li>'CDK11A'</li><li>'SLC35E2'</li><li>'NADK'</li><li>'GNB1'</li><li>'RP1-140A9.1'</li><li>'TMEM52'</li><li>'PRKCZ'</li><li>'RP5-892K4.1'</li><li>'RP11-181G12.2'</li><li>'C1orf86'</li><li>'AL590822.2'</li><li>'AL590822.1'</li><li>'SKI'</li><li>'MORN1'</li><li>'RER1'</li><li>'PEX10'</li><li>'PLCH2'</li><li>'PANK4'</li><li>'RP3-395M20.12'</li><li>'TNFRSF14'</li><li>'RP3-395M20.9'</li><li>'FAM213B'</li><li>'MMEL1'</li><li>'TTC34'</li><li>'PRDM16'</li><li>'MEGF6'</li><li>'TPRG1L'</li><li>'WRAP73'</li><li>'TP73'</li><li>'TP73-AS1'</li><li>'SMIM1'</li><li>'LRRC47'</li><li>'CEP104'</li><li>'DFFB'</li><li>'C1orf174'</li><li>'LINC01134'</li><li>'NPHP4'</li><li>'KCNAB2'</li><li>'CHD5'</li><li>'RPL22'</li><li>'RP1-120G22.11'</li><li>'RNF207'</li><li>'ICMT'</li><li>'LINC00337'</li><li>'GPR153'</li><li>'ACOT7'</li><li>'RP1-202O8.3'</li><li>'ESPN'</li><li>'TNFRSF25'</li><li>'PLEKHG5'</li><li>'NOL9'</li><li>'ZBTB48'</li><li>'KLHL21'</li><li>'PHF13'</li><li>'THAP3'</li><li>'DNAJC11'</li><li>'RP11-312B8.1'</li><li>'CAMTA1'</li><li>'VAMP3'</li><li>'PER3'</li><li>'RP3-467L1.4'</li><li>'UTS2'</li><li>'TNFRSF9'</li><li>'PARK7'</li><li>'ERRFI1'</li><li>'SLC45A1'</li><li>'RERE'</li><li>'RP5-1115A15.1'</li><li>'ENO1'</li><li>'ENO1-AS1'</li><li>'CA6'</li><li>'SLC2A5'</li><li>'GPR157'</li><li>'RP3-510D11.2'</li><li>'H6PD'</li><li>'SPSB1'</li><li>'SLC25A33'</li><li>'TMEM201'</li><li>'PIK3CD'</li><li>'C1orf200'</li><li>'RP11-558F24.4'</li><li>'CLSTN1'</li><li>'CTNNBIP1'</li><li>'LZIC'</li><li>'NMNAT1'</li><li>'RBP7'</li><li>'UBE4B'</li><li>'KIF1B'</li><li>'PGD'</li><li>'APITD1'</li><li>'APITD1-CORT'</li><li>'DFFA'</li><li>'PEX14'</li><li>'CASZ1'</li><li>'C1orf127'</li><li>'TARDBP'</li><li>'RP4-635E18.8'</li><li>'SRM'</li><li>'EXOSC10'</li><li>'RP4-635E18.6'</li><li>'MTOR'</li><li>'UBIAD1'</li><li>'FBXO2'</li><li>'FBXO44'</li><li>'FBXO6'</li><li>'MAD2L2'</li><li>'DRAXIN'</li><li>'AGTRAP'</li><li>'C1orf167'</li><li>'MTHFR'</li><li>'CLCN6'</li><li>'NPPA-AS1'</li><li>'KIAA2013'</li><li>'PLOD1'</li><li>'MFN2'</li><li>'MIIP'</li><li>'TNFRSF8'</li><li>'TNFRSF1B'</li><li>'VPS13D'</li><li>'DHRS3'</li><li>'RP11-474O21.5'</li><li>'PRDM2'</li><li>'TMEM51'</li><li>'FHAD1'</li><li>'RP3-467K16.4'</li><li>'EFHD2'</li><li>'CTRC'</li><li>'CASP9'</li><li>'DNAJC16'</li><li>'RP4-680D5.8'</li><li>'AGMAT'</li><li>'DDI2'</li><li>'PLEKHM2'</li><li>'SLC25A34'</li><li>'FBLIM1'</li><li>'RP11-169K16.9'</li><li>'SPEN'</li><li>'ZBTB17'</li><li>'EPHA2'</li><li>'ARHGEF19'</li><li>'C1orf134'</li><li>'RSG1'</li><li>'FBXO42'</li><li>'SZRD1'</li><li>'SPATA21'</li><li>'NECAP2'</li><li>'RP4-798A10.2'</li><li>'RP4-798A10.7'</li><li>'RP4-798A10.4'</li><li>...</li><li>'CTA-384D8.34'</li><li>'KLHDC7B'</li><li>'SYCE3'</li><li>'CPT1B'</li><li>'CHKB'</li><li>'CHKB-AS1'</li><li>'ARSA'</li><li>'RABL2B'</li><li>'AP001347.6'</li><li>'RBM11'</li><li>'HSPA13'</li><li>'SAMSN1'</li><li>'AF127936.7'</li><li>'NRIP1'</li><li>'USP25'</li><li>'CXADR'</li><li>'BTG3'</li><li>'C21orf91'</li><li>'AL109761.5'</li><li>'CHODL'</li><li>'AP000476.1'</li><li>'MIR155HG'</li><li>'MRPL39'</li><li>'JAM2'</li><li>'ATP5J'</li><li>'GABPA'</li><li>'APP'</li><li>'CYYR1'</li><li>'ADAMTS1'</li><li>'ADAMTS5'</li><li>'AF131217.1'</li><li>'N6AMT1'</li><li>'LTN1'</li><li>'RWDD2B'</li><li>'RP1-100J12.1'</li><li>'USP16'</li><li>'CCT8'</li><li>'MAP3K7CL'</li><li>'BACH1'</li><li>'BACH1-IT2'</li><li>'RP11-313P22.1'</li><li>'TIAM1'</li><li>'AP000251.3'</li><li>'AP000253.1'</li><li>'SOD1'</li><li>'AP000254.8'</li><li>'SCAF4'</li><li>'MIS18A'</li><li>'MIS18A-AS1'</li><li>'URB1'</li><li>'C21orf119'</li><li>'EVA1C'</li><li>'TCP10L'</li><li>'C21orf59'</li><li>'SYNJ1'</li><li>'PAXBP1-AS1'</li><li>'PAXBP1'</li><li>'C21orf49'</li><li>'OLIG1'</li><li>'IFNAR2'</li><li>'IL10RB-AS1'</li><li>'IL10RB'</li><li>'AP000295.10'</li><li>'IFNAR1'</li><li>'IFNGR2'</li><li>'TMEM50B'</li><li>'DNAJC28'</li><li>'GART'</li><li>'SON'</li><li>'DONSON'</li><li>'CRYZL1'</li><li>'ITSN1'</li><li>'ATP5O'</li><li>'LINC00649'</li><li>'MRPS6'</li><li>'LINC00310'</li><li>'SMIM11'</li><li>'KCNE1'</li><li>'RCAN1'</li><li>'CLIC6'</li><li>'RUNX1'</li><li>'SETD4'</li><li>'CBR1'</li><li>'CBR3'</li><li>'DOPEY2'</li><li>'AP000692.10'</li><li>'MORC3'</li><li>'CHAF1B'</li><li>'HLCS'</li><li>'AP000704.5'</li><li>'PIGP'</li><li>'TTC3'</li><li>'DSCR9'</li><li>'DSCR3'</li><li>'AP001412.1'</li><li>'AP001437.1'</li><li>'DYRK1A'</li><li>'KCNJ15'</li><li>'AP001434.2'</li><li>'ERG'</li><li>'ETS2'</li><li>'AF064858.8'</li><li>'PSMG1'</li><li>'BRWD1'</li><li>'AF129408.17'</li><li>'HMGN1'</li><li>'WRB'</li><li>'LCA5L'</li><li>'SH3BGR'</li><li>'BACE2'</li><li>'FAM3B'</li><li>'MX2'</li><li>'MX1'</li><li>'PRDM15'</li><li>'C2CD2'</li><li>'ZBTB21'</li><li>'ABCG1'</li><li>'TMPRSS3'</li><li>'UBASH3A'</li><li>'RSPH1'</li><li>'SLC37A1'</li><li>'AP001626.1'</li><li>'PDE9A'</li><li>'WDR4'</li><li>'NDUFV3'</li><li>'PKNOX1'</li><li>'U2AF1'</li><li>'AP001046.5'</li><li>'AP001046.6'</li><li>'SIK1'</li><li>'HSF2BP'</li><li>'RRP1B'</li><li>'PDXK'</li><li>'CSTB'</li><li>'RRP1'</li><li>'AP001053.11'</li><li>'AGPAT3'</li><li>'TRAPPC10'</li><li>'PWP2'</li><li>'C21orf33'</li><li>'AP001055.6'</li><li>'AP001056.1'</li><li>'AP001058.3'</li><li>'ICOSLG'</li><li>'AP001059.5'</li><li>'AIRE'</li><li>'PFKL'</li><li>'C21orf2'</li><li>'AP001062.7'</li><li>'TRPM2'</li><li>'LRRC3'</li><li>'LRRC3DN'</li><li>'UBE2G2'</li><li>'SUMO3'</li><li>'PTTG1IP'</li><li>'ITGB2'</li><li>'ITGB2-AS1'</li><li>'C21orf67'</li><li>'LL21NC02-1C16.2'</li><li>'FAM207A'</li><li>'ADARB1'</li><li>'POFUT2'</li><li>'LINC00205'</li><li>'COL18A1'</li><li>'SLC19A1'</li><li>'PCBP3'</li><li>'COL6A1'</li><li>'COL6A2'</li><li>'SPATC1L'</li><li>'LSS'</li><li>'MCM3AP-AS1'</li><li>'MCM3AP'</li><li>'AP001469.9'</li><li>'YBEY'</li><li>'C21orf58'</li><li>'PCNT'</li><li>'DIP2A'</li><li>'S100B'</li><li>'PRMT2'</li><li>'MT-ND1'</li><li>'MT-ND2'</li><li>'MT-CO1'</li><li>'MT-CO2'</li><li>'MT-ATP8'</li><li>'MT-ATP6'</li><li>'MT-CO3'</li><li>'MT-ND3'</li><li>'MT-ND4L'</li><li>'MT-ND4'</li><li>'MT-ND5'</li><li>'MT-ND6'</li><li>'MT-CYB'</li><li>'AC145212.1'</li><li>'AC011043.1'</li><li>'AL592183.1'</li><li>'AC011841.1'</li><li>'AL354822.1'</li><li>'KIR2DL2'</li><li>'PNRC2-1'</li><li>'SRSF10-1'</li></ol>\n"
      ],
      "text/latex": [
       "\\begin{enumerate*}\n",
       "\\item 'AL627309.1'\n",
       "\\item 'AP006222.2'\n",
       "\\item 'RP11-206L10.2'\n",
       "\\item 'RP11-206L10.9'\n",
       "\\item 'FAM87B'\n",
       "\\item 'LINC00115'\n",
       "\\item 'FAM41C'\n",
       "\\item 'NOC2L'\n",
       "\\item 'KLHL17'\n",
       "\\item 'PLEKHN1'\n",
       "\\item 'RP11-54O7.17'\n",
       "\\item 'HES4'\n",
       "\\item 'RP11-54O7.11'\n",
       "\\item 'ISG15'\n",
       "\\item 'AGRN'\n",
       "\\item 'C1orf159'\n",
       "\\item 'TTLL10'\n",
       "\\item 'TNFRSF18'\n",
       "\\item 'TNFRSF4'\n",
       "\\item 'SDF4'\n",
       "\\item 'B3GALT6'\n",
       "\\item 'FAM132A'\n",
       "\\item 'RP5-902P8.12'\n",
       "\\item 'UBE2J2'\n",
       "\\item 'RP5-902P8.10'\n",
       "\\item 'SCNN1D'\n",
       "\\item 'ACAP3'\n",
       "\\item 'PUSL1'\n",
       "\\item 'CPSF3L'\n",
       "\\item 'GLTPD1'\n",
       "\\item 'TAS1R3'\n",
       "\\item 'DVL1'\n",
       "\\item 'MXRA8'\n",
       "\\item 'AURKAIP1'\n",
       "\\item 'CCNL2'\n",
       "\\item 'RP4-758J18.2'\n",
       "\\item 'MRPL20'\n",
       "\\item 'RP4-758J18.13'\n",
       "\\item 'ANKRD65'\n",
       "\\item 'ATAD3C'\n",
       "\\item 'ATAD3B'\n",
       "\\item 'ATAD3A'\n",
       "\\item 'SSU72'\n",
       "\\item 'AL645728.1'\n",
       "\\item 'C1orf233'\n",
       "\\item 'RP11-345P4.9'\n",
       "\\item 'MIB2'\n",
       "\\item 'MMP23B'\n",
       "\\item 'CDK11B'\n",
       "\\item 'RP11-345P4.10'\n",
       "\\item 'SLC35E2B'\n",
       "\\item 'CDK11A'\n",
       "\\item 'SLC35E2'\n",
       "\\item 'NADK'\n",
       "\\item 'GNB1'\n",
       "\\item 'RP1-140A9.1'\n",
       "\\item 'TMEM52'\n",
       "\\item 'PRKCZ'\n",
       "\\item 'RP5-892K4.1'\n",
       "\\item 'RP11-181G12.2'\n",
       "\\item 'C1orf86'\n",
       "\\item 'AL590822.2'\n",
       "\\item 'AL590822.1'\n",
       "\\item 'SKI'\n",
       "\\item 'MORN1'\n",
       "\\item 'RER1'\n",
       "\\item 'PEX10'\n",
       "\\item 'PLCH2'\n",
       "\\item 'PANK4'\n",
       "\\item 'RP3-395M20.12'\n",
       "\\item 'TNFRSF14'\n",
       "\\item 'RP3-395M20.9'\n",
       "\\item 'FAM213B'\n",
       "\\item 'MMEL1'\n",
       "\\item 'TTC34'\n",
       "\\item 'PRDM16'\n",
       "\\item 'MEGF6'\n",
       "\\item 'TPRG1L'\n",
       "\\item 'WRAP73'\n",
       "\\item 'TP73'\n",
       "\\item 'TP73-AS1'\n",
       "\\item 'SMIM1'\n",
       "\\item 'LRRC47'\n",
       "\\item 'CEP104'\n",
       "\\item 'DFFB'\n",
       "\\item 'C1orf174'\n",
       "\\item 'LINC01134'\n",
       "\\item 'NPHP4'\n",
       "\\item 'KCNAB2'\n",
       "\\item 'CHD5'\n",
       "\\item 'RPL22'\n",
       "\\item 'RP1-120G22.11'\n",
       "\\item 'RNF207'\n",
       "\\item 'ICMT'\n",
       "\\item 'LINC00337'\n",
       "\\item 'GPR153'\n",
       "\\item 'ACOT7'\n",
       "\\item 'RP1-202O8.3'\n",
       "\\item 'ESPN'\n",
       "\\item 'TNFRSF25'\n",
       "\\item 'PLEKHG5'\n",
       "\\item 'NOL9'\n",
       "\\item 'ZBTB48'\n",
       "\\item 'KLHL21'\n",
       "\\item 'PHF13'\n",
       "\\item 'THAP3'\n",
       "\\item 'DNAJC11'\n",
       "\\item 'RP11-312B8.1'\n",
       "\\item 'CAMTA1'\n",
       "\\item 'VAMP3'\n",
       "\\item 'PER3'\n",
       "\\item 'RP3-467L1.4'\n",
       "\\item 'UTS2'\n",
       "\\item 'TNFRSF9'\n",
       "\\item 'PARK7'\n",
       "\\item 'ERRFI1'\n",
       "\\item 'SLC45A1'\n",
       "\\item 'RERE'\n",
       "\\item 'RP5-1115A15.1'\n",
       "\\item 'ENO1'\n",
       "\\item 'ENO1-AS1'\n",
       "\\item 'CA6'\n",
       "\\item 'SLC2A5'\n",
       "\\item 'GPR157'\n",
       "\\item 'RP3-510D11.2'\n",
       "\\item 'H6PD'\n",
       "\\item 'SPSB1'\n",
       "\\item 'SLC25A33'\n",
       "\\item 'TMEM201'\n",
       "\\item 'PIK3CD'\n",
       "\\item 'C1orf200'\n",
       "\\item 'RP11-558F24.4'\n",
       "\\item 'CLSTN1'\n",
       "\\item 'CTNNBIP1'\n",
       "\\item 'LZIC'\n",
       "\\item 'NMNAT1'\n",
       "\\item 'RBP7'\n",
       "\\item 'UBE4B'\n",
       "\\item 'KIF1B'\n",
       "\\item 'PGD'\n",
       "\\item 'APITD1'\n",
       "\\item 'APITD1-CORT'\n",
       "\\item 'DFFA'\n",
       "\\item 'PEX14'\n",
       "\\item 'CASZ1'\n",
       "\\item 'C1orf127'\n",
       "\\item 'TARDBP'\n",
       "\\item 'RP4-635E18.8'\n",
       "\\item 'SRM'\n",
       "\\item 'EXOSC10'\n",
       "\\item 'RP4-635E18.6'\n",
       "\\item 'MTOR'\n",
       "\\item 'UBIAD1'\n",
       "\\item 'FBXO2'\n",
       "\\item 'FBXO44'\n",
       "\\item 'FBXO6'\n",
       "\\item 'MAD2L2'\n",
       "\\item 'DRAXIN'\n",
       "\\item 'AGTRAP'\n",
       "\\item 'C1orf167'\n",
       "\\item 'MTHFR'\n",
       "\\item 'CLCN6'\n",
       "\\item 'NPPA-AS1'\n",
       "\\item 'KIAA2013'\n",
       "\\item 'PLOD1'\n",
       "\\item 'MFN2'\n",
       "\\item 'MIIP'\n",
       "\\item 'TNFRSF8'\n",
       "\\item 'TNFRSF1B'\n",
       "\\item 'VPS13D'\n",
       "\\item 'DHRS3'\n",
       "\\item 'RP11-474O21.5'\n",
       "\\item 'PRDM2'\n",
       "\\item 'TMEM51'\n",
       "\\item 'FHAD1'\n",
       "\\item 'RP3-467K16.4'\n",
       "\\item 'EFHD2'\n",
       "\\item 'CTRC'\n",
       "\\item 'CASP9'\n",
       "\\item 'DNAJC16'\n",
       "\\item 'RP4-680D5.8'\n",
       "\\item 'AGMAT'\n",
       "\\item 'DDI2'\n",
       "\\item 'PLEKHM2'\n",
       "\\item 'SLC25A34'\n",
       "\\item 'FBLIM1'\n",
       "\\item 'RP11-169K16.9'\n",
       "\\item 'SPEN'\n",
       "\\item 'ZBTB17'\n",
       "\\item 'EPHA2'\n",
       "\\item 'ARHGEF19'\n",
       "\\item 'C1orf134'\n",
       "\\item 'RSG1'\n",
       "\\item 'FBXO42'\n",
       "\\item 'SZRD1'\n",
       "\\item 'SPATA21'\n",
       "\\item 'NECAP2'\n",
       "\\item 'RP4-798A10.2'\n",
       "\\item 'RP4-798A10.7'\n",
       "\\item 'RP4-798A10.4'\n",
       "\\item ...\n",
       "\\item 'CTA-384D8.34'\n",
       "\\item 'KLHDC7B'\n",
       "\\item 'SYCE3'\n",
       "\\item 'CPT1B'\n",
       "\\item 'CHKB'\n",
       "\\item 'CHKB-AS1'\n",
       "\\item 'ARSA'\n",
       "\\item 'RABL2B'\n",
       "\\item 'AP001347.6'\n",
       "\\item 'RBM11'\n",
       "\\item 'HSPA13'\n",
       "\\item 'SAMSN1'\n",
       "\\item 'AF127936.7'\n",
       "\\item 'NRIP1'\n",
       "\\item 'USP25'\n",
       "\\item 'CXADR'\n",
       "\\item 'BTG3'\n",
       "\\item 'C21orf91'\n",
       "\\item 'AL109761.5'\n",
       "\\item 'CHODL'\n",
       "\\item 'AP000476.1'\n",
       "\\item 'MIR155HG'\n",
       "\\item 'MRPL39'\n",
       "\\item 'JAM2'\n",
       "\\item 'ATP5J'\n",
       "\\item 'GABPA'\n",
       "\\item 'APP'\n",
       "\\item 'CYYR1'\n",
       "\\item 'ADAMTS1'\n",
       "\\item 'ADAMTS5'\n",
       "\\item 'AF131217.1'\n",
       "\\item 'N6AMT1'\n",
       "\\item 'LTN1'\n",
       "\\item 'RWDD2B'\n",
       "\\item 'RP1-100J12.1'\n",
       "\\item 'USP16'\n",
       "\\item 'CCT8'\n",
       "\\item 'MAP3K7CL'\n",
       "\\item 'BACH1'\n",
       "\\item 'BACH1-IT2'\n",
       "\\item 'RP11-313P22.1'\n",
       "\\item 'TIAM1'\n",
       "\\item 'AP000251.3'\n",
       "\\item 'AP000253.1'\n",
       "\\item 'SOD1'\n",
       "\\item 'AP000254.8'\n",
       "\\item 'SCAF4'\n",
       "\\item 'MIS18A'\n",
       "\\item 'MIS18A-AS1'\n",
       "\\item 'URB1'\n",
       "\\item 'C21orf119'\n",
       "\\item 'EVA1C'\n",
       "\\item 'TCP10L'\n",
       "\\item 'C21orf59'\n",
       "\\item 'SYNJ1'\n",
       "\\item 'PAXBP1-AS1'\n",
       "\\item 'PAXBP1'\n",
       "\\item 'C21orf49'\n",
       "\\item 'OLIG1'\n",
       "\\item 'IFNAR2'\n",
       "\\item 'IL10RB-AS1'\n",
       "\\item 'IL10RB'\n",
       "\\item 'AP000295.10'\n",
       "\\item 'IFNAR1'\n",
       "\\item 'IFNGR2'\n",
       "\\item 'TMEM50B'\n",
       "\\item 'DNAJC28'\n",
       "\\item 'GART'\n",
       "\\item 'SON'\n",
       "\\item 'DONSON'\n",
       "\\item 'CRYZL1'\n",
       "\\item 'ITSN1'\n",
       "\\item 'ATP5O'\n",
       "\\item 'LINC00649'\n",
       "\\item 'MRPS6'\n",
       "\\item 'LINC00310'\n",
       "\\item 'SMIM11'\n",
       "\\item 'KCNE1'\n",
       "\\item 'RCAN1'\n",
       "\\item 'CLIC6'\n",
       "\\item 'RUNX1'\n",
       "\\item 'SETD4'\n",
       "\\item 'CBR1'\n",
       "\\item 'CBR3'\n",
       "\\item 'DOPEY2'\n",
       "\\item 'AP000692.10'\n",
       "\\item 'MORC3'\n",
       "\\item 'CHAF1B'\n",
       "\\item 'HLCS'\n",
       "\\item 'AP000704.5'\n",
       "\\item 'PIGP'\n",
       "\\item 'TTC3'\n",
       "\\item 'DSCR9'\n",
       "\\item 'DSCR3'\n",
       "\\item 'AP001412.1'\n",
       "\\item 'AP001437.1'\n",
       "\\item 'DYRK1A'\n",
       "\\item 'KCNJ15'\n",
       "\\item 'AP001434.2'\n",
       "\\item 'ERG'\n",
       "\\item 'ETS2'\n",
       "\\item 'AF064858.8'\n",
       "\\item 'PSMG1'\n",
       "\\item 'BRWD1'\n",
       "\\item 'AF129408.17'\n",
       "\\item 'HMGN1'\n",
       "\\item 'WRB'\n",
       "\\item 'LCA5L'\n",
       "\\item 'SH3BGR'\n",
       "\\item 'BACE2'\n",
       "\\item 'FAM3B'\n",
       "\\item 'MX2'\n",
       "\\item 'MX1'\n",
       "\\item 'PRDM15'\n",
       "\\item 'C2CD2'\n",
       "\\item 'ZBTB21'\n",
       "\\item 'ABCG1'\n",
       "\\item 'TMPRSS3'\n",
       "\\item 'UBASH3A'\n",
       "\\item 'RSPH1'\n",
       "\\item 'SLC37A1'\n",
       "\\item 'AP001626.1'\n",
       "\\item 'PDE9A'\n",
       "\\item 'WDR4'\n",
       "\\item 'NDUFV3'\n",
       "\\item 'PKNOX1'\n",
       "\\item 'U2AF1'\n",
       "\\item 'AP001046.5'\n",
       "\\item 'AP001046.6'\n",
       "\\item 'SIK1'\n",
       "\\item 'HSF2BP'\n",
       "\\item 'RRP1B'\n",
       "\\item 'PDXK'\n",
       "\\item 'CSTB'\n",
       "\\item 'RRP1'\n",
       "\\item 'AP001053.11'\n",
       "\\item 'AGPAT3'\n",
       "\\item 'TRAPPC10'\n",
       "\\item 'PWP2'\n",
       "\\item 'C21orf33'\n",
       "\\item 'AP001055.6'\n",
       "\\item 'AP001056.1'\n",
       "\\item 'AP001058.3'\n",
       "\\item 'ICOSLG'\n",
       "\\item 'AP001059.5'\n",
       "\\item 'AIRE'\n",
       "\\item 'PFKL'\n",
       "\\item 'C21orf2'\n",
       "\\item 'AP001062.7'\n",
       "\\item 'TRPM2'\n",
       "\\item 'LRRC3'\n",
       "\\item 'LRRC3DN'\n",
       "\\item 'UBE2G2'\n",
       "\\item 'SUMO3'\n",
       "\\item 'PTTG1IP'\n",
       "\\item 'ITGB2'\n",
       "\\item 'ITGB2-AS1'\n",
       "\\item 'C21orf67'\n",
       "\\item 'LL21NC02-1C16.2'\n",
       "\\item 'FAM207A'\n",
       "\\item 'ADARB1'\n",
       "\\item 'POFUT2'\n",
       "\\item 'LINC00205'\n",
       "\\item 'COL18A1'\n",
       "\\item 'SLC19A1'\n",
       "\\item 'PCBP3'\n",
       "\\item 'COL6A1'\n",
       "\\item 'COL6A2'\n",
       "\\item 'SPATC1L'\n",
       "\\item 'LSS'\n",
       "\\item 'MCM3AP-AS1'\n",
       "\\item 'MCM3AP'\n",
       "\\item 'AP001469.9'\n",
       "\\item 'YBEY'\n",
       "\\item 'C21orf58'\n",
       "\\item 'PCNT'\n",
       "\\item 'DIP2A'\n",
       "\\item 'S100B'\n",
       "\\item 'PRMT2'\n",
       "\\item 'MT-ND1'\n",
       "\\item 'MT-ND2'\n",
       "\\item 'MT-CO1'\n",
       "\\item 'MT-CO2'\n",
       "\\item 'MT-ATP8'\n",
       "\\item 'MT-ATP6'\n",
       "\\item 'MT-CO3'\n",
       "\\item 'MT-ND3'\n",
       "\\item 'MT-ND4L'\n",
       "\\item 'MT-ND4'\n",
       "\\item 'MT-ND5'\n",
       "\\item 'MT-ND6'\n",
       "\\item 'MT-CYB'\n",
       "\\item 'AC145212.1'\n",
       "\\item 'AC011043.1'\n",
       "\\item 'AL592183.1'\n",
       "\\item 'AC011841.1'\n",
       "\\item 'AL354822.1'\n",
       "\\item 'KIR2DL2'\n",
       "\\item 'PNRC2-1'\n",
       "\\item 'SRSF10-1'\n",
       "\\end{enumerate*}\n"
      ],
      "text/markdown": [
       "1. 'AL627309.1'\n",
       "2. 'AP006222.2'\n",
       "3. 'RP11-206L10.2'\n",
       "4. 'RP11-206L10.9'\n",
       "5. 'FAM87B'\n",
       "6. 'LINC00115'\n",
       "7. 'FAM41C'\n",
       "8. 'NOC2L'\n",
       "9. 'KLHL17'\n",
       "10. 'PLEKHN1'\n",
       "11. 'RP11-54O7.17'\n",
       "12. 'HES4'\n",
       "13. 'RP11-54O7.11'\n",
       "14. 'ISG15'\n",
       "15. 'AGRN'\n",
       "16. 'C1orf159'\n",
       "17. 'TTLL10'\n",
       "18. 'TNFRSF18'\n",
       "19. 'TNFRSF4'\n",
       "20. 'SDF4'\n",
       "21. 'B3GALT6'\n",
       "22. 'FAM132A'\n",
       "23. 'RP5-902P8.12'\n",
       "24. 'UBE2J2'\n",
       "25. 'RP5-902P8.10'\n",
       "26. 'SCNN1D'\n",
       "27. 'ACAP3'\n",
       "28. 'PUSL1'\n",
       "29. 'CPSF3L'\n",
       "30. 'GLTPD1'\n",
       "31. 'TAS1R3'\n",
       "32. 'DVL1'\n",
       "33. 'MXRA8'\n",
       "34. 'AURKAIP1'\n",
       "35. 'CCNL2'\n",
       "36. 'RP4-758J18.2'\n",
       "37. 'MRPL20'\n",
       "38. 'RP4-758J18.13'\n",
       "39. 'ANKRD65'\n",
       "40. 'ATAD3C'\n",
       "41. 'ATAD3B'\n",
       "42. 'ATAD3A'\n",
       "43. 'SSU72'\n",
       "44. 'AL645728.1'\n",
       "45. 'C1orf233'\n",
       "46. 'RP11-345P4.9'\n",
       "47. 'MIB2'\n",
       "48. 'MMP23B'\n",
       "49. 'CDK11B'\n",
       "50. 'RP11-345P4.10'\n",
       "51. 'SLC35E2B'\n",
       "52. 'CDK11A'\n",
       "53. 'SLC35E2'\n",
       "54. 'NADK'\n",
       "55. 'GNB1'\n",
       "56. 'RP1-140A9.1'\n",
       "57. 'TMEM52'\n",
       "58. 'PRKCZ'\n",
       "59. 'RP5-892K4.1'\n",
       "60. 'RP11-181G12.2'\n",
       "61. 'C1orf86'\n",
       "62. 'AL590822.2'\n",
       "63. 'AL590822.1'\n",
       "64. 'SKI'\n",
       "65. 'MORN1'\n",
       "66. 'RER1'\n",
       "67. 'PEX10'\n",
       "68. 'PLCH2'\n",
       "69. 'PANK4'\n",
       "70. 'RP3-395M20.12'\n",
       "71. 'TNFRSF14'\n",
       "72. 'RP3-395M20.9'\n",
       "73. 'FAM213B'\n",
       "74. 'MMEL1'\n",
       "75. 'TTC34'\n",
       "76. 'PRDM16'\n",
       "77. 'MEGF6'\n",
       "78. 'TPRG1L'\n",
       "79. 'WRAP73'\n",
       "80. 'TP73'\n",
       "81. 'TP73-AS1'\n",
       "82. 'SMIM1'\n",
       "83. 'LRRC47'\n",
       "84. 'CEP104'\n",
       "85. 'DFFB'\n",
       "86. 'C1orf174'\n",
       "87. 'LINC01134'\n",
       "88. 'NPHP4'\n",
       "89. 'KCNAB2'\n",
       "90. 'CHD5'\n",
       "91. 'RPL22'\n",
       "92. 'RP1-120G22.11'\n",
       "93. 'RNF207'\n",
       "94. 'ICMT'\n",
       "95. 'LINC00337'\n",
       "96. 'GPR153'\n",
       "97. 'ACOT7'\n",
       "98. 'RP1-202O8.3'\n",
       "99. 'ESPN'\n",
       "100. 'TNFRSF25'\n",
       "101. 'PLEKHG5'\n",
       "102. 'NOL9'\n",
       "103. 'ZBTB48'\n",
       "104. 'KLHL21'\n",
       "105. 'PHF13'\n",
       "106. 'THAP3'\n",
       "107. 'DNAJC11'\n",
       "108. 'RP11-312B8.1'\n",
       "109. 'CAMTA1'\n",
       "110. 'VAMP3'\n",
       "111. 'PER3'\n",
       "112. 'RP3-467L1.4'\n",
       "113. 'UTS2'\n",
       "114. 'TNFRSF9'\n",
       "115. 'PARK7'\n",
       "116. 'ERRFI1'\n",
       "117. 'SLC45A1'\n",
       "118. 'RERE'\n",
       "119. 'RP5-1115A15.1'\n",
       "120. 'ENO1'\n",
       "121. 'ENO1-AS1'\n",
       "122. 'CA6'\n",
       "123. 'SLC2A5'\n",
       "124. 'GPR157'\n",
       "125. 'RP3-510D11.2'\n",
       "126. 'H6PD'\n",
       "127. 'SPSB1'\n",
       "128. 'SLC25A33'\n",
       "129. 'TMEM201'\n",
       "130. 'PIK3CD'\n",
       "131. 'C1orf200'\n",
       "132. 'RP11-558F24.4'\n",
       "133. 'CLSTN1'\n",
       "134. 'CTNNBIP1'\n",
       "135. 'LZIC'\n",
       "136. 'NMNAT1'\n",
       "137. 'RBP7'\n",
       "138. 'UBE4B'\n",
       "139. 'KIF1B'\n",
       "140. 'PGD'\n",
       "141. 'APITD1'\n",
       "142. 'APITD1-CORT'\n",
       "143. 'DFFA'\n",
       "144. 'PEX14'\n",
       "145. 'CASZ1'\n",
       "146. 'C1orf127'\n",
       "147. 'TARDBP'\n",
       "148. 'RP4-635E18.8'\n",
       "149. 'SRM'\n",
       "150. 'EXOSC10'\n",
       "151. 'RP4-635E18.6'\n",
       "152. 'MTOR'\n",
       "153. 'UBIAD1'\n",
       "154. 'FBXO2'\n",
       "155. 'FBXO44'\n",
       "156. 'FBXO6'\n",
       "157. 'MAD2L2'\n",
       "158. 'DRAXIN'\n",
       "159. 'AGTRAP'\n",
       "160. 'C1orf167'\n",
       "161. 'MTHFR'\n",
       "162. 'CLCN6'\n",
       "163. 'NPPA-AS1'\n",
       "164. 'KIAA2013'\n",
       "165. 'PLOD1'\n",
       "166. 'MFN2'\n",
       "167. 'MIIP'\n",
       "168. 'TNFRSF8'\n",
       "169. 'TNFRSF1B'\n",
       "170. 'VPS13D'\n",
       "171. 'DHRS3'\n",
       "172. 'RP11-474O21.5'\n",
       "173. 'PRDM2'\n",
       "174. 'TMEM51'\n",
       "175. 'FHAD1'\n",
       "176. 'RP3-467K16.4'\n",
       "177. 'EFHD2'\n",
       "178. 'CTRC'\n",
       "179. 'CASP9'\n",
       "180. 'DNAJC16'\n",
       "181. 'RP4-680D5.8'\n",
       "182. 'AGMAT'\n",
       "183. 'DDI2'\n",
       "184. 'PLEKHM2'\n",
       "185. 'SLC25A34'\n",
       "186. 'FBLIM1'\n",
       "187. 'RP11-169K16.9'\n",
       "188. 'SPEN'\n",
       "189. 'ZBTB17'\n",
       "190. 'EPHA2'\n",
       "191. 'ARHGEF19'\n",
       "192. 'C1orf134'\n",
       "193. 'RSG1'\n",
       "194. 'FBXO42'\n",
       "195. 'SZRD1'\n",
       "196. 'SPATA21'\n",
       "197. 'NECAP2'\n",
       "198. 'RP4-798A10.2'\n",
       "199. 'RP4-798A10.7'\n",
       "200. 'RP4-798A10.4'\n",
       "201. ...\n",
       "202. 'CTA-384D8.34'\n",
       "203. 'KLHDC7B'\n",
       "204. 'SYCE3'\n",
       "205. 'CPT1B'\n",
       "206. 'CHKB'\n",
       "207. 'CHKB-AS1'\n",
       "208. 'ARSA'\n",
       "209. 'RABL2B'\n",
       "210. 'AP001347.6'\n",
       "211. 'RBM11'\n",
       "212. 'HSPA13'\n",
       "213. 'SAMSN1'\n",
       "214. 'AF127936.7'\n",
       "215. 'NRIP1'\n",
       "216. 'USP25'\n",
       "217. 'CXADR'\n",
       "218. 'BTG3'\n",
       "219. 'C21orf91'\n",
       "220. 'AL109761.5'\n",
       "221. 'CHODL'\n",
       "222. 'AP000476.1'\n",
       "223. 'MIR155HG'\n",
       "224. 'MRPL39'\n",
       "225. 'JAM2'\n",
       "226. 'ATP5J'\n",
       "227. 'GABPA'\n",
       "228. 'APP'\n",
       "229. 'CYYR1'\n",
       "230. 'ADAMTS1'\n",
       "231. 'ADAMTS5'\n",
       "232. 'AF131217.1'\n",
       "233. 'N6AMT1'\n",
       "234. 'LTN1'\n",
       "235. 'RWDD2B'\n",
       "236. 'RP1-100J12.1'\n",
       "237. 'USP16'\n",
       "238. 'CCT8'\n",
       "239. 'MAP3K7CL'\n",
       "240. 'BACH1'\n",
       "241. 'BACH1-IT2'\n",
       "242. 'RP11-313P22.1'\n",
       "243. 'TIAM1'\n",
       "244. 'AP000251.3'\n",
       "245. 'AP000253.1'\n",
       "246. 'SOD1'\n",
       "247. 'AP000254.8'\n",
       "248. 'SCAF4'\n",
       "249. 'MIS18A'\n",
       "250. 'MIS18A-AS1'\n",
       "251. 'URB1'\n",
       "252. 'C21orf119'\n",
       "253. 'EVA1C'\n",
       "254. 'TCP10L'\n",
       "255. 'C21orf59'\n",
       "256. 'SYNJ1'\n",
       "257. 'PAXBP1-AS1'\n",
       "258. 'PAXBP1'\n",
       "259. 'C21orf49'\n",
       "260. 'OLIG1'\n",
       "261. 'IFNAR2'\n",
       "262. 'IL10RB-AS1'\n",
       "263. 'IL10RB'\n",
       "264. 'AP000295.10'\n",
       "265. 'IFNAR1'\n",
       "266. 'IFNGR2'\n",
       "267. 'TMEM50B'\n",
       "268. 'DNAJC28'\n",
       "269. 'GART'\n",
       "270. 'SON'\n",
       "271. 'DONSON'\n",
       "272. 'CRYZL1'\n",
       "273. 'ITSN1'\n",
       "274. 'ATP5O'\n",
       "275. 'LINC00649'\n",
       "276. 'MRPS6'\n",
       "277. 'LINC00310'\n",
       "278. 'SMIM11'\n",
       "279. 'KCNE1'\n",
       "280. 'RCAN1'\n",
       "281. 'CLIC6'\n",
       "282. 'RUNX1'\n",
       "283. 'SETD4'\n",
       "284. 'CBR1'\n",
       "285. 'CBR3'\n",
       "286. 'DOPEY2'\n",
       "287. 'AP000692.10'\n",
       "288. 'MORC3'\n",
       "289. 'CHAF1B'\n",
       "290. 'HLCS'\n",
       "291. 'AP000704.5'\n",
       "292. 'PIGP'\n",
       "293. 'TTC3'\n",
       "294. 'DSCR9'\n",
       "295. 'DSCR3'\n",
       "296. 'AP001412.1'\n",
       "297. 'AP001437.1'\n",
       "298. 'DYRK1A'\n",
       "299. 'KCNJ15'\n",
       "300. 'AP001434.2'\n",
       "301. 'ERG'\n",
       "302. 'ETS2'\n",
       "303. 'AF064858.8'\n",
       "304. 'PSMG1'\n",
       "305. 'BRWD1'\n",
       "306. 'AF129408.17'\n",
       "307. 'HMGN1'\n",
       "308. 'WRB'\n",
       "309. 'LCA5L'\n",
       "310. 'SH3BGR'\n",
       "311. 'BACE2'\n",
       "312. 'FAM3B'\n",
       "313. 'MX2'\n",
       "314. 'MX1'\n",
       "315. 'PRDM15'\n",
       "316. 'C2CD2'\n",
       "317. 'ZBTB21'\n",
       "318. 'ABCG1'\n",
       "319. 'TMPRSS3'\n",
       "320. 'UBASH3A'\n",
       "321. 'RSPH1'\n",
       "322. 'SLC37A1'\n",
       "323. 'AP001626.1'\n",
       "324. 'PDE9A'\n",
       "325. 'WDR4'\n",
       "326. 'NDUFV3'\n",
       "327. 'PKNOX1'\n",
       "328. 'U2AF1'\n",
       "329. 'AP001046.5'\n",
       "330. 'AP001046.6'\n",
       "331. 'SIK1'\n",
       "332. 'HSF2BP'\n",
       "333. 'RRP1B'\n",
       "334. 'PDXK'\n",
       "335. 'CSTB'\n",
       "336. 'RRP1'\n",
       "337. 'AP001053.11'\n",
       "338. 'AGPAT3'\n",
       "339. 'TRAPPC10'\n",
       "340. 'PWP2'\n",
       "341. 'C21orf33'\n",
       "342. 'AP001055.6'\n",
       "343. 'AP001056.1'\n",
       "344. 'AP001058.3'\n",
       "345. 'ICOSLG'\n",
       "346. 'AP001059.5'\n",
       "347. 'AIRE'\n",
       "348. 'PFKL'\n",
       "349. 'C21orf2'\n",
       "350. 'AP001062.7'\n",
       "351. 'TRPM2'\n",
       "352. 'LRRC3'\n",
       "353. 'LRRC3DN'\n",
       "354. 'UBE2G2'\n",
       "355. 'SUMO3'\n",
       "356. 'PTTG1IP'\n",
       "357. 'ITGB2'\n",
       "358. 'ITGB2-AS1'\n",
       "359. 'C21orf67'\n",
       "360. 'LL21NC02-1C16.2'\n",
       "361. 'FAM207A'\n",
       "362. 'ADARB1'\n",
       "363. 'POFUT2'\n",
       "364. 'LINC00205'\n",
       "365. 'COL18A1'\n",
       "366. 'SLC19A1'\n",
       "367. 'PCBP3'\n",
       "368. 'COL6A1'\n",
       "369. 'COL6A2'\n",
       "370. 'SPATC1L'\n",
       "371. 'LSS'\n",
       "372. 'MCM3AP-AS1'\n",
       "373. 'MCM3AP'\n",
       "374. 'AP001469.9'\n",
       "375. 'YBEY'\n",
       "376. 'C21orf58'\n",
       "377. 'PCNT'\n",
       "378. 'DIP2A'\n",
       "379. 'S100B'\n",
       "380. 'PRMT2'\n",
       "381. 'MT-ND1'\n",
       "382. 'MT-ND2'\n",
       "383. 'MT-CO1'\n",
       "384. 'MT-CO2'\n",
       "385. 'MT-ATP8'\n",
       "386. 'MT-ATP6'\n",
       "387. 'MT-CO3'\n",
       "388. 'MT-ND3'\n",
       "389. 'MT-ND4L'\n",
       "390. 'MT-ND4'\n",
       "391. 'MT-ND5'\n",
       "392. 'MT-ND6'\n",
       "393. 'MT-CYB'\n",
       "394. 'AC145212.1'\n",
       "395. 'AC011043.1'\n",
       "396. 'AL592183.1'\n",
       "397. 'AC011841.1'\n",
       "398. 'AL354822.1'\n",
       "399. 'KIR2DL2'\n",
       "400. 'PNRC2-1'\n",
       "401. 'SRSF10-1'\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "    [1] \"AL627309.1\"          \"AP006222.2\"          \"RP11-206L10.2\"      \n",
       "    [4] \"RP11-206L10.9\"       \"FAM87B\"              \"LINC00115\"          \n",
       "    [7] \"FAM41C\"              \"NOC2L\"               \"KLHL17\"             \n",
       "   [10] \"PLEKHN1\"             \"RP11-54O7.17\"        \"HES4\"               \n",
       "   [13] \"RP11-54O7.11\"        \"ISG15\"               \"AGRN\"               \n",
       "   [16] \"C1orf159\"            \"TTLL10\"              \"TNFRSF18\"           \n",
       "   [19] \"TNFRSF4\"             \"SDF4\"                \"B3GALT6\"            \n",
       "   [22] \"FAM132A\"             \"RP5-902P8.12\"        \"UBE2J2\"             \n",
       "   [25] \"RP5-902P8.10\"        \"SCNN1D\"              \"ACAP3\"              \n",
       "   [28] \"PUSL1\"               \"CPSF3L\"              \"GLTPD1\"             \n",
       "   [31] \"TAS1R3\"              \"DVL1\"                \"MXRA8\"              \n",
       "   [34] \"AURKAIP1\"            \"CCNL2\"               \"RP4-758J18.2\"       \n",
       "   [37] \"MRPL20\"              \"RP4-758J18.13\"       \"ANKRD65\"            \n",
       "   [40] \"ATAD3C\"              \"ATAD3B\"              \"ATAD3A\"             \n",
       "   [43] \"SSU72\"               \"AL645728.1\"          \"C1orf233\"           \n",
       "   [46] \"RP11-345P4.9\"        \"MIB2\"                \"MMP23B\"             \n",
       "   [49] \"CDK11B\"              \"RP11-345P4.10\"       \"SLC35E2B\"           \n",
       "   [52] \"CDK11A\"              \"SLC35E2\"             \"NADK\"               \n",
       "   [55] \"GNB1\"                \"RP1-140A9.1\"         \"TMEM52\"             \n",
       "   [58] \"PRKCZ\"               \"RP5-892K4.1\"         \"RP11-181G12.2\"      \n",
       "   [61] \"C1orf86\"             \"AL590822.2\"          \"AL590822.1\"         \n",
       "   [64] \"SKI\"                 \"MORN1\"               \"RER1\"               \n",
       "   [67] \"PEX10\"               \"PLCH2\"               \"PANK4\"              \n",
       "   [70] \"RP3-395M20.12\"       \"TNFRSF14\"            \"RP3-395M20.9\"       \n",
       "   [73] \"FAM213B\"             \"MMEL1\"               \"TTC34\"              \n",
       "   [76] \"PRDM16\"              \"MEGF6\"               \"TPRG1L\"             \n",
       "   [79] \"WRAP73\"              \"TP73\"                \"TP73-AS1\"           \n",
       "   [82] \"SMIM1\"               \"LRRC47\"              \"CEP104\"             \n",
       "   [85] \"DFFB\"                \"C1orf174\"            \"LINC01134\"          \n",
       "   [88] \"NPHP4\"               \"KCNAB2\"              \"CHD5\"               \n",
       "   [91] \"RPL22\"               \"RP1-120G22.11\"       \"RNF207\"             \n",
       "   [94] \"ICMT\"                \"LINC00337\"           \"GPR153\"             \n",
       "   [97] \"ACOT7\"               \"RP1-202O8.3\"         \"ESPN\"               \n",
       "  [100] \"TNFRSF25\"            \"PLEKHG5\"             \"NOL9\"               \n",
       "  [103] \"ZBTB48\"              \"KLHL21\"              \"PHF13\"              \n",
       "  [106] \"THAP3\"               \"DNAJC11\"             \"RP11-312B8.1\"       \n",
       "  [109] \"CAMTA1\"              \"VAMP3\"               \"PER3\"               \n",
       "  [112] \"RP3-467L1.4\"         \"UTS2\"                \"TNFRSF9\"            \n",
       "  [115] \"PARK7\"               \"ERRFI1\"              \"SLC45A1\"            \n",
       "  [118] \"RERE\"                \"RP5-1115A15.1\"       \"ENO1\"               \n",
       "  [121] \"ENO1-AS1\"            \"CA6\"                 \"SLC2A5\"             \n",
       "  [124] \"GPR157\"              \"RP3-510D11.2\"        \"H6PD\"               \n",
       "  [127] \"SPSB1\"               \"SLC25A33\"            \"TMEM201\"            \n",
       "  [130] \"PIK3CD\"              \"C1orf200\"            \"RP11-558F24.4\"      \n",
       "  [133] \"CLSTN1\"              \"CTNNBIP1\"            \"LZIC\"               \n",
       "  [136] \"NMNAT1\"              \"RBP7\"                \"UBE4B\"              \n",
       "  [139] \"KIF1B\"               \"PGD\"                 \"APITD1\"             \n",
       "  [142] \"APITD1-CORT\"         \"DFFA\"                \"PEX14\"              \n",
       "  [145] \"CASZ1\"               \"C1orf127\"            \"TARDBP\"             \n",
       "  [148] \"RP4-635E18.8\"        \"SRM\"                 \"EXOSC10\"            \n",
       "  [151] \"RP4-635E18.6\"        \"MTOR\"                \"UBIAD1\"             \n",
       "  [154] \"FBXO2\"               \"FBXO44\"              \"FBXO6\"              \n",
       "  [157] \"MAD2L2\"              \"DRAXIN\"              \"AGTRAP\"             \n",
       "  [160] \"C1orf167\"            \"MTHFR\"               \"CLCN6\"              \n",
       "  [163] \"NPPA-AS1\"            \"KIAA2013\"            \"PLOD1\"              \n",
       "  [166] \"MFN2\"                \"MIIP\"                \"TNFRSF8\"            \n",
       "  [169] \"TNFRSF1B\"            \"VPS13D\"              \"DHRS3\"              \n",
       "  [172] \"RP11-474O21.5\"       \"PRDM2\"               \"TMEM51\"             \n",
       "  [175] \"FHAD1\"               \"RP3-467K16.4\"        \"EFHD2\"              \n",
       "  [178] \"CTRC\"                \"CASP9\"               \"DNAJC16\"            \n",
       "  [181] \"RP4-680D5.8\"         \"AGMAT\"               \"DDI2\"               \n",
       "  [184] \"PLEKHM2\"             \"SLC25A34\"            \"FBLIM1\"             \n",
       "  [187] \"RP11-169K16.9\"       \"SPEN\"                \"ZBTB17\"             \n",
       "  [190] \"EPHA2\"               \"ARHGEF19\"            \"C1orf134\"           \n",
       "  [193] \"RSG1\"                \"FBXO42\"              \"SZRD1\"              \n",
       "  [196] \"SPATA21\"             \"NECAP2\"              \"RP4-798A10.2\"       \n",
       "  [199] \"RP4-798A10.7\"        \"RP4-798A10.4\"        \"NBPF1\"              \n",
       "  [202] \"CROCCP2\"             \"CROCC\"               \"RP11-108M9.4\"       \n",
       "  [205] \"RP11-108M9.6\"        \"ATP13A2\"             \"SDHB\"               \n",
       "  [208] \"PADI2\"               \"PADI4\"               \"RCC2\"               \n",
       "  [211] \"ARHGEF10L\"           \"ALDH4A1\"             \"IFFO2\"              \n",
       "  [214] \"UBR4\"                \"RP1-43E13.2\"         \"EMC1\"               \n",
       "  [217] \"MRTO4\"               \"AKR7A2\"              \"PQLC2\"              \n",
       "  [220] \"CAPZB\"               \"MINOS1-NBL1\"         \"MINOS1\"             \n",
       "  [223] \"NBL1\"                \"HTR6\"                \"TMCO4\"              \n",
       "  [226] \"OTUD3\"               \"PLA2G2D\"             \"PLA2G2C\"            \n",
       "  [229] \"UBXN10-AS1\"          \"UBXN10\"              \"RP4-745E8.2\"        \n",
       "  [232] \"CAMK2N1\"             \"MUL1\"                \"CDA\"                \n",
       "  [235] \"PINK1\"               \"PINK1-AS\"            \"DDOST\"              \n",
       "  [238] \"KIF17\"               \"HP1BP3\"              \"RP5-930J4.4\"        \n",
       "  [241] \"EIF4G3\"              \"ECE1\"                \"RP3-329E20.2\"       \n",
       "  [244] \"RP5-1071N3.1\"        \"NBPF3\"               \"ALPL\"               \n",
       "  [247] \"USP48\"               \"LDLRAD2\"             \"HSPG2\"              \n",
       "  [250] \"RP1-224A6.3\"         \"LINC00339\"           \"CDC42\"              \n",
       "  [253] \"ZBTB40\"              \"C1QA\"                \"C1QC\"               \n",
       "  [256] \"C1QB\"                \"EPHB2\"               \"KDM1A\"              \n",
       "  [259] \"LUZP1\"               \"RP5-1057J7.6\"        \"HNRNPR\"             \n",
       "  [262] \"ZNF436\"              \"C1orf213\"            \"RP5-1057J7.7\"       \n",
       "  [265] \"TCEA3\"               \"ASAP3\"               \"E2F2\"               \n",
       "  [268] \"RP1-150O5.3\"         \"ID3\"                 \"MDS2\"               \n",
       "  [271] \"RPL11\"               \"TCEB3\"               \"RP5-886K2.3\"        \n",
       "  [274] \"PITHD1\"              \"LYPLA2\"              \"GALE\"               \n",
       "  [277] \"HMGCL\"               \"FUCA1\"               \"CNR2\"               \n",
       "  [280] \"PNRC2\"               \"SRSF10\"              \"IFNLR1\"             \n",
       "  [283] \"STPG1\"               \"NIPAL3\"              \"RCAN3\"              \n",
       "  [286] \"RP4-594I10.3\"        \"SRRM1\"               \"CLIC4\"              \n",
       "  [289] \"RUNX3\"               \"RP4-799D16.1\"        \"SYF2\"               \n",
       "  [292] \"C1orf63\"             \"RP3-465N24.6\"        \"RHD\"                \n",
       "  [295] \"TMEM50A\"             \"RHCE\"                \"TMEM57\"             \n",
       "  [298] \"LDLRAP1\"             \"RP11-70P17.1\"        \"MAN1C1\"             \n",
       "  [301] \"RP1-187B23.1\"        \"SEPN1\"               \"RP1-317E23.3\"       \n",
       "  [304] \"MTFR1L\"              \"AL020996.1\"          \"AUNIP\"              \n",
       "  [307] \"RP1-125I3.2\"         \"PAQR7\"               \"STMN1\"              \n",
       "  [310] \"PAFAH2\"              \"PDIK1L\"              \"ZNF593\"             \n",
       "  [313] \"RP11-96L14.7\"        \"CNKSR1\"              \"CEP85\"              \n",
       "  [316] \"SH3BGRL3\"            \"UBXN11\"              \"CD52\"               \n",
       "  [319] \"AIM1L\"               \"ZNF683\"              \"DHDDS\"              \n",
       "  [322] \"HMGN2\"               \"RPS6KA1\"             \"RP5-968P14.2\"       \n",
       "  [325] \"ARID1A\"              \"PIGV\"                \"ZDHHC18\"            \n",
       "  [328] \"SFN\"                 \"GPN2\"                \"GPATCH3\"            \n",
       "  [331] \"NUDC\"                \"C1orf172\"            \"TRNP1\"              \n",
       "  [334] \"FAM46B\"              \"SLC9A1\"              \"WDTC1\"              \n",
       "  [337] \"TMEM222\"             \"SYTL1\"               \"MAP3K6\"             \n",
       "  [340] \"GPR3\"                \"WASF2\"               \"RP1-159A19.4\"       \n",
       "  [343] \"AHDC1\"               \"FGR\"                 \"RP11-288L9.1\"       \n",
       "  [346] \"IFI6\"                \"FAM76A\"              \"STX12\"              \n",
       "  [349] \"PPP1R8\"              \"THEMIS2\"             \"RPA2\"               \n",
       "  [352] \"SMPDL3B\"             \"RP11-460I13.2\"       \"XKR8\"               \n",
       "  [355] \"EYA3\"                \"PTAFR\"               \"DNAJC8\"             \n",
       "  [358] \"AL353354.2\"          \"ATPIF1\"              \"RP5-1092A3.4\"       \n",
       "  [361] \"RP5-1092A3.5\"        \"SESN2\"               \"MED18\"              \n",
       "  [364] \"PHACTR4\"             \"RCC1\"                \"TRNAU1AP\"           \n",
       "  [367] \"SNHG12\"              \"TAF12\"               \"RP11-442N24__B.1\"   \n",
       "  [370] \"RNU11\"               \"GMEB1\"               \"YTHDF2\"             \n",
       "  [373] \"EPB41\"               \"TMEM200B\"            \"SRSF4\"              \n",
       "  [376] \"MECR\"                \"MATN1\"               \"MATN1-AS1\"          \n",
       "  [379] \"LAPTM5\"              \"SDC3\"                \"PUM1\"               \n",
       "  [382] \"SNRNP40\"             \"ZCCHC17\"             \"SERINC2\"            \n",
       "  [385] \"PEF1\"                \"RP11-73M7.9\"         \"COL16A1\"            \n",
       "  [388] \"BAI2\"                \"SPOCD1\"              \"PTP4A2\"             \n",
       "  [391] \"RP4-534N18.2\"        \"KHDRBS1\"             \"RP11-277A4.4\"       \n",
       "  [394] \"TMEM39B\"             \"KPNA6\"               \"TXLNA\"              \n",
       "  [397] \"CCDC28B\"             \"RP4-622L5.7\"         \"IQCC\"               \n",
       "  [400] \"DCDC2B\"              \"TMEM234\"             \"EIF3I\"              \n",
       "  [403] \"FAM167B\"             \"LCK\"                 \"HDAC1\"              \n",
       "  [406] \"MARCKSL1\"            \"TSSK3\"               \"FAM229A\"            \n",
       "  [409] \"BSDC1\"               \"ZBTB8A\"              \"ZBTB8OS\"            \n",
       "  [412] \"RBBP4\"               \"SYNC\"                \"KIAA1522\"           \n",
       "  [415] \"YARS\"                \"S100PBP\"             \"RNF19B\"             \n",
       "  [418] \"AK2\"                 \"ADC\"                 \"TRIM62\"             \n",
       "  [421] \"ZNF362\"              \"PHC2\"                \"ZSCAN20\"            \n",
       "  [424] \"SMIM12\"              \"DLGAP3\"              \"RP11-244H3.4\"       \n",
       "  [427] \"ZMYM6NB\"             \"ZMYM6\"               \"ZMYM1\"              \n",
       "  [430] \"SFPQ\"                \"ZMYM4\"               \"ZMYM4-AS1\"          \n",
       "  [433] \"KIAA0319L\"           \"NCDN\"                \"RP4-728D4.2\"        \n",
       "  [436] \"TFAP2E\"              \"PSMB2\"               \"C1orf216\"           \n",
       "  [439] \"CLSPN\"               \"AGO4\"                \"AGO1\"               \n",
       "  [442] \"RP4-789D17.5\"        \"AGO3\"                \"ADPRHL2\"            \n",
       "  [445] \"COL8A2\"              \"TRAPPC3\"             \"MAP7D1\"             \n",
       "  [448] \"THRAP3\"              \"SH3D21\"              \"EVA1B\"              \n",
       "  [451] \"RP11-268J15.5\"       \"STK40\"               \"LSM10\"              \n",
       "  [454] \"OSCP1\"               \"MRPS15\"              \"CSF3R\"              \n",
       "  [457] \"LINC01137\"           \"ZC3H12A\"             \"MEAF6\"              \n",
       "  [460] \"SNIP1\"               \"GNL2\"                \"C1orf109\"           \n",
       "  [463] \"CDCA8\"               \"MANEAL\"              \"YRDC\"               \n",
       "  [466] \"C1orf122\"            \"MTF1\"                \"INPP5B\"             \n",
       "  [469] \"SF3A3\"               \"FHL3\"                \"UTP11L\"             \n",
       "  [472] \"POU3F1\"              \"RP11-329N22.1\"       \"RRAGC\"              \n",
       "  [475] \"RP5-864K19.4\"        \"MYCBP\"               \"AKIRIN1\"            \n",
       "  [478] \"NDUFS5\"              \"MACF1\"               \"KIAA0754\"           \n",
       "  [481] \"RP11-69E11.4\"        \"PABPC4\"              \"HPCAL4\"             \n",
       "  [484] \"PPIE\"                \"BMP8B\"               \"OXCT2\"              \n",
       "  [487] \"RP1-118J21.25\"       \"TRIT1\"               \"MYCL\"               \n",
       "  [490] \"MFSD2A\"              \"CAP1\"                \"PPT1\"               \n",
       "  [493] \"RLF\"                 \"RP1-39G22.7\"         \"ZMPSTE24\"           \n",
       "  [496] \"COL9A2\"              \"SMAP2\"               \"ZFP69B\"             \n",
       "  [499] \"ZFP69\"               \"RP11-656D10.3\"       \"EXO5\"               \n",
       "  [502] \"ZNF684\"              \"RIMS3\"               \"NFYC-AS1\"           \n",
       "  [505] \"NFYC\"                \"KCNQ4\"               \"CITED4\"             \n",
       "  [508] \"CTPS1\"               \"SCMH1\"               \"FOXO6\"              \n",
       "  [511] \"HIVEP3\"              \"FOXJ3\"               \"RIMKLA\"             \n",
       "  [514] \"ZMYND12\"             \"PPCS\"                \"CCDC30\"             \n",
       "  [517] \"PPIH\"                \"RP5-994D16.3\"        \"YBX1\"               \n",
       "  [520] \"LEPRE1\"              \"C1orf50\"             \"CCDC23\"             \n",
       "  [523] \"ERMAP\"               \"RP11-342M1.3\"        \"ZNF691\"             \n",
       "  [526] \"SLC2A1\"              \"SLC2A1-AS1\"          \"EBNA1BP2\"           \n",
       "  [529] \"WDR65\"               \"TIE1\"                \"RP1-92O14.3\"        \n",
       "  [532] \"CDC20\"               \"ELOVL1\"              \"MED8\"               \n",
       "  [535] \"SZT2\"                \"HYI\"                 \"KDM4A\"              \n",
       "  [538] \"KDM4A-AS1\"           \"ST3GAL3\"             \"RP11-7O11.3\"        \n",
       "  [541] \"IPO13\"               \"DPH2\"                \"ATP6V0B\"            \n",
       "  [544] \"B4GALT2\"             \"CCDC24\"              \"DMAP1\"              \n",
       "  [547] \"ERI3\"                \"RNF220\"              \"TMEM53\"             \n",
       "  [550] \"C1orf228\"            \"KIF2C\"               \"RP11-269F19.2\"      \n",
       "  [553] \"RPS8\"                \"BEST4\"               \"PLK3\"               \n",
       "  [556] \"TCTEX1D4\"            \"BTBD19\"              \"PTCH2\"              \n",
       "  [559] \"EIF2B3\"              \"HECTD3\"              \"UROD\"               \n",
       "  [562] \"ZSWIM5\"              \"HPDL\"                \"MUTYH\"              \n",
       "  [565] \"TOE1\"                \"TESK2\"               \"CCDC163P\"           \n",
       "  [568] \"MMACHC\"              \"PRDX1\"               \"AKR1A1\"             \n",
       "  [571] \"NASP\"                \"CCDC17\"              \"GPBP1L1\"            \n",
       "  [574] \"TMEM69\"              \"IPP\"                 \"MAST2\"              \n",
       "  [577] \"PIK3R3\"              \"RP4-533D7.5\"         \"TSPAN1\"             \n",
       "  [580] \"POMGNT1\"             \"LURAP1\"              \"RAD54L\"             \n",
       "  [583] \"LRRC41\"              \"UQCRH\"               \"NSUN4\"              \n",
       "  [586] \"FAAH\"                \"LINC00505\"           \"MKNK1\"              \n",
       "  [589] \"MOB3C\"               \"ATPAF1\"              \"EFCAB14\"            \n",
       "  [592] \"LINC00853\"           \"PDZK1IP1\"            \"TAL1\"               \n",
       "  [595] \"STIL\"                \"CMPK1\"               \"RP11-511I2.2\"       \n",
       "  [598] \"FOXD2-AS1\"           \"FOXD2\"               \"SLC5A9\"             \n",
       "  [601] \"RP5-1024N4.4\"        \"SPATA6\"              \"BEND5\"              \n",
       "  [604] \"ELAVL4\"              \"FAF1\"                \"CDKN2C\"             \n",
       "  [607] \"RP11-296A18.3\"       \"RNF11\"               \"RP11-296A18.6\"      \n",
       "  [610] \"TTC39A\"              \"RP11-275F13.1\"       \"EPS15\"              \n",
       "  [613] \"RP11-191G24.1\"       \"OSBPL9\"              \"NRD1\"               \n",
       "  [616] \"RP4-657D16.3\"        \"RP4-657D16.6\"        \"TXNDC12\"            \n",
       "  [619] \"KTI12\"               \"RP11-91A18.4\"        \"BTF3L4\"             \n",
       "  [622] \"ZFYVE9\"              \"CC2D1B\"              \"ORC1\"               \n",
       "  [625] \"PRPF38A\"             \"ZCCHC11\"             \"GPX7\"               \n",
       "  [628] \"FAM159A\"             \"COA7\"                \"ZYG11B\"             \n",
       "  [631] \"ECHDC2\"              \"SCP2\"                \"PODN\"               \n",
       "  [634] \"SLC1A7\"              \"CPT2\"                \"C1orf123\"           \n",
       "  [637] \"RP5-1024G6.7\"        \"MAGOH\"               \"RP5-1024G6.5\"       \n",
       "  [640] \"RP5-1024G6.8\"        \"LRP8\"                \"RP4-784A16.5\"       \n",
       "  [643] \"RP11-117D22.2\"       \"NDC1\"                \"YIPF1\"              \n",
       "  [646] \"DIO1\"                \"HSPB11\"              \"LRRC42\"             \n",
       "  [649] \"RP4-758J24.5\"        \"TMEM59\"              \"TCEANC2\"            \n",
       "  [652] \"AL161915.1\"          \"AL357673.1\"          \"CYB5RL\"             \n",
       "  [655] \"MRPL37\"              \"SSBP3\"               \"RP5-997D24.3\"       \n",
       "  [658] \"ACOT11\"              \"TTC4\"                \"PARS2\"              \n",
       "  [661] \"TTC22\"               \"C1orf177\"            \"DHCR24\"             \n",
       "  [664] \"USP24\"               \"RP11-90C4.1\"         \"PPAP2B\"             \n",
       "  [667] \"DAB1\"                \"OMA1\"                \"MYSM1\"              \n",
       "  [670] \"JUN\"                 \"LINC01135\"           \"RP4-794H19.1\"       \n",
       "  [673] \"RP4-794H19.4\"        \"FGGY\"                \"HOOK1\"              \n",
       "  [676] \"CYP2J2\"              \"NFIA\"                \"TM2D1\"              \n",
       "  [679] \"RP11-430G17.3\"       \"INADL\"               \"L1TD1\"              \n",
       "  [682] \"USP1\"                \"DOCK7\"               \"ATG4C\"              \n",
       "  [685] \"ALG6\"                \"ITGB3BP\"             \"EFCAB7\"             \n",
       "  [688] \"DLEU2L\"              \"PGM1\"                \"ROR1\"               \n",
       "  [691] \"RAVER2\"              \"JAK1\"                \"RP11-182I10.3\"      \n",
       "  [694] \"RP4-535B20.4\"        \"RP4-535B20.1\"        \"AK4\"                \n",
       "  [697] \"DNAJC6\"              \"LEPR\"                \"LEPROT\"             \n",
       "  [700] \"PDE4B\"               \"TCTEX1D1\"            \"WDR78\"              \n",
       "  [703] \"MIER1\"               \"SLC35D1\"             \"IL23R\"              \n",
       "  [706] \"IL12RB2\"             \"SERBP1\"              \"GADD45A\"            \n",
       "  [709] \"WLS\"                 \"DEPDC1\"              \"LRRC7\"              \n",
       "  [712] \"LRRC40\"              \"SRSF11\"              \"ANKRD13C\"           \n",
       "  [715] \"HHLA3\"               \"CTH\"                 \"ZRANB2-AS1\"         \n",
       "  [718] \"ZRANB2\"              \"NEGR1\"               \"LRRIQ3\"             \n",
       "  [721] \"FPGT\"                \"FPGT-TNNI3K\"         \"CRYZ\"               \n",
       "  [724] \"TYW3\"                \"SLC44A5\"             \"ACADM\"              \n",
       "  [727] \"RABGGTB\"             \"ST6GALNAC3\"          \"PIGK\"               \n",
       "  [730] \"AK5\"                 \"ZZZ3\"                \"USP33\"              \n",
       "  [733] \"FAM73A\"              \"NEXN-AS1\"            \"NEXN\"               \n",
       "  [736] \"FUBP1\"               \"DNAJB4\"              \"GIPC2\"              \n",
       "  [739] \"RP11-386I14.4\"       \"IFI44L\"              \"IFI44\"              \n",
       "  [742] \"RP5-887A10.1\"        \"RP11-475O6.1\"        \"TTLL7\"              \n",
       "  [745] \"RP11-486G15.2\"       \"PRKACB\"              \"SAMD13\"             \n",
       "  [748] \"RPF1\"                \"GNG5\"                \"CTBS\"               \n",
       "  [751] \"SSX2IP\"              \"LPAR3\"               \"MCOLN2\"             \n",
       "  [754] \"WDR63\"               \"MCOLN3\"              \"SYDE2\"              \n",
       "  [757] \"C1orf52\"             \"BCL10\"               \"RP11-131L23.1\"      \n",
       "  [760] \"ZNHIT6\"              \"COL24A1\"             \"ODF2L\"              \n",
       "  [763] \"RP4-612B15.3\"        \"SH3GLB1\"             \"SEP15\"              \n",
       "  [766] \"HS2ST1\"              \"LMO4\"                \"RP11-76N22.2\"       \n",
       "  [769] \"PKN2\"                \"GTF2B\"               \"CCBL2\"              \n",
       "  [772] \"RBMXL1\"              \"GBP3\"                \"GBP1\"               \n",
       "  [775] \"GBP2\"                \"GBP4\"                \"GBP5\"               \n",
       "  [778] \"GBP6\"                \"LRRC8B\"              \"RP5-1007M22.2\"      \n",
       "  [781] \"LRRC8C\"              \"RP5-943J3.2\"         \"LRRC8D\"             \n",
       "  [784] \"ZNF326\"              \"ZNF644\"              \"CDC7\"               \n",
       "  [787] \"TGFBR3\"              \"EPHX4\"               \"BTBD8\"              \n",
       "  [790] \"KIAA1107\"            \"GLMN\"                \"RPAP2\"              \n",
       "  [793] \"GFI1\"                \"EVI5\"                \"RPL5\"               \n",
       "  [796] \"FAM69A\"              \"MTF2\"                \"TMED5\"              \n",
       "  [799] \"CCDC18\"              \"DR1\"                 \"FNBP1L\"             \n",
       "  [802] \"BCAR3\"               \"RP4-561L24.3\"        \"DNTTIP2\"            \n",
       "  [805] \"GCLM\"                \"ARHGAP29\"            \"ABCD3\"              \n",
       "  [808] \"SLC44A3\"             \"CNN3\"                \"RP4-639F20.1\"       \n",
       "  [811] \"ALG14\"               \"TMEM56\"              \"RWDD3\"              \n",
       "  [814] \"PTBP2\"               \"DPYD\"                \"SNX7\"               \n",
       "  [817] \"AGL\"                 \"RP5-884G6.2\"         \"SLC35A3\"            \n",
       "  [820] \"HIAT1\"               \"SASS6\"               \"TRMT13\"             \n",
       "  [823] \"DBT\"                 \"RP11-305E17.6\"       \"RTCA\"               \n",
       "  [826] \"CDC14A\"              \"VCAM1\"               \"EXTL2\"              \n",
       "  [829] \"RP4-549L20.3\"        \"SLC30A7\"             \"DPH5\"               \n",
       "  [832] \"AC093157.1\"          \"RP11-421L21.2\"       \"RP11-421L21.3\"      \n",
       "  [835] \"RP4-575N6.4\"         \"S1PR1\"               \"RNPC3\"              \n",
       "  [838] \"AMY2B\"               \"RP11-364B6.1\"        \"PRMT6\"              \n",
       "  [841] \"NTNG1\"               \"VAV3\"                \"VAV3-AS1\"           \n",
       "  [844] \"RP11-356N1.2\"        \"SLC25A24\"            \"RP11-483I13.5\"      \n",
       "  [847] \"FAM102B\"             \"HENMT1\"              \"PRPF38B\"            \n",
       "  [850] \"STXBP3\"              \"GPSM2\"               \"CLCC1\"              \n",
       "  [853] \"WDR47\"               \"TAF13\"               \"RP5-1065J22.8\"      \n",
       "  [856] \"TMEM167B\"            \"SCARNA2\"             \"KIAA1324\"           \n",
       "  [859] \"SARS\"                \"CELSR2\"              \"PSRC1\"              \n",
       "  [862] \"SORT1\"               \"PSMA5\"               \"ATXN7L2\"            \n",
       "  [865] \"CYB561D1\"            \"AMIGO1\"              \"GNAI3\"              \n",
       "  [868] \"AMPD2\"               \"RP5-1160K1.6\"        \"GSTM4\"              \n",
       "  [871] \"GSTM2\"               \"GSTM1\"               \"GSTM5\"              \n",
       "  [874] \"GSTM3\"               \"CSF1\"                \"AHCYL1\"             \n",
       "  [877] \"STRIP1\"              \"RP4-773N10.4\"        \"KCNC4\"              \n",
       "  [880] \"RP5-1074L1.1\"        \"RBM15\"               \"SLC16A4\"            \n",
       "  [883] \"RP5-1074L1.4\"        \"LAMTOR5-AS1\"         \"LAMTOR5\"            \n",
       "  [886] \"KCNA2\"               \"RP11-284N8.3\"        \"KCNA3\"              \n",
       "  [889] \"CD53\"                \"RP11-96K19.2\"        \"LRIF1\"              \n",
       "  [892] \"RP11-96K19.5\"        \"DRAM2\"               \"CEPT1\"              \n",
       "  [895] \"RP5-1180E21.4\"       \"RP5-1180E21.5\"       \"DENND2D\"            \n",
       "  [898] \"CHI3L2\"              \"PIFO\"                \"OVGP1\"              \n",
       "  [901] \"WDR77\"               \"ATP5F1\"              \"C1orf162\"           \n",
       "  [904] \"ADORA3\"              \"RAP1A\"               \"FAM212B\"            \n",
       "  [907] \"FAM212B-AS1\"         \"DDX20\"               \"KCND3\"              \n",
       "  [910] \"RP11-88H9.2\"         \"CTTNBP2NL\"           \"WNT2B\"              \n",
       "  [913] \"ST7L\"                \"CAPZA1\"              \"MOV10\"              \n",
       "  [916] \"RP11-426L16.3\"       \"RHOC\"                \"PPM1J\"              \n",
       "  [919] \"SLC16A1\"             \"SLC16A1-AS1\"         \"RP11-389O22.1\"      \n",
       "  [922] \"RP11-31F15.2\"        \"LRIG2\"               \"MAGI3\"              \n",
       "  [925] \"PHTF1\"               \"RSBN1\"               \"RP5-1073O3.2\"       \n",
       "  [928] \"PTPN22\"              \"AP4B1-AS1\"           \"BCL2L15\"            \n",
       "  [931] \"AP4B1\"               \"DCLRE1B\"             \"RP5-1073O3.7\"       \n",
       "  [934] \"HIPK1\"               \"TRIM33\"              \"BCAS2\"              \n",
       "  [937] \"DENND2C\"             \"NRAS\"                \"CSDE1\"              \n",
       "  [940] \"SIKE1\"               \"TSPAN2\"              \"RP4-666F24.3\"       \n",
       "  [943] \"VANGL1\"              \"SLC22A15\"            \"ATP1A1\"             \n",
       "  [946] \"AL136376.1\"          \"RP4-655J12.4\"        \"RP5-1086K13.1\"      \n",
       "  [949] \"CD58\"                \"CD2\"                 \"PTGFRN\"             \n",
       "  [952] \"CD101\"               \"RP11-27K13.3\"        \"TTF2\"               \n",
       "  [955] \"TRIM45\"              \"RP11-188D8.1\"        \"MAN1A2\"             \n",
       "  [958] \"AL157902.3\"          \"FAM46C\"              \"GDAP2\"              \n",
       "  [961] \"WDR3\"                \"WARS2\"               \"RP11-418J17.1\"      \n",
       "  [964] \"ZNF697\"              \"PHGDH\"               \"REG4\"               \n",
       "  [967] \"NOTCH2\"              \"RP11-114O18.1\"       \"FAM72B\"             \n",
       "  [970] \"FCGR1B\"              \"RP11-343N15.5\"       \"AL592494.5\"         \n",
       "  [973] \"RP11-344P13.6\"       \"RP11-417J8.3\"        \"RP11-423O2.5\"       \n",
       "  [976] \"RP11-782C8.1\"        \"RP11-782C8.5\"        \"RP6-206I17.1\"       \n",
       "  [979] \"RP6-206I17.2\"        \"FAM72D\"              \"LINC00623\"          \n",
       "  [982] \"AL592284.1\"          \"RP11-640M9.1\"        \"NBPF9\"              \n",
       "  [985] \"PDE4DIP\"             \"AL590452.1\"          \"RP11-326G21.1\"      \n",
       "  [988] \"RP11-458D21.6\"       \"NOTCH2NL\"            \"NBPF10\"             \n",
       "  [991] \"TXNIP\"               \"POLR3GL\"             \"ANKRD34A\"           \n",
       "  [994] \"RP11-315I20.1\"       \"LIX1L\"               \"RBM8A\"              \n",
       "  [997] \"PEX11B\"              \"ITGA10\"              \"ANKRD35\"            \n",
       " [1000] \"PIAS3\"               \"NUDT17\"              \"POLR3C\"             \n",
       " [1003] \"RNF115\"              \"CD160\"               \"PDZK1\"              \n",
       " [1006] \"GPR89A\"              \"NBPF12\"              \"PRKAB2\"             \n",
       " [1009] \"RP11-337C18.8\"       \"FMO5\"                \"RP11-337C18.9\"      \n",
       " [1012] \"CHD1L\"               \"BCL9\"                \"ACP6\"               \n",
       " [1015] \"GPR89B\"              \"NBPF14\"              \"RP11-89F3.2\"        \n",
       " [1018] \"NBPF20\"              \"NBPF15\"              \"RP11-666A1.5\"       \n",
       " [1021] \"NBPF16\"              \"RP11-14N7.2\"         \"RP11-403I13.5\"      \n",
       " [1024] \"RP11-403I13.4\"       \"RP11-403I13.8\"       \"FAM72C\"             \n",
       " [1027] \"RP11-277L2.4\"        \"RP11-277L2.3\"        \"RP11-353N4.4\"       \n",
       " [1030] \"FCGR1A\"              \"HIST2H2BF\"           \"HIST2H3D\"           \n",
       " [1033] \"RP11-196G18.24\"      \"HIST2H2BE\"           \"HIST2H2AC\"          \n",
       " [1036] \"HIST2H2AB\"           \"BOLA1\"               \"SV2A\"               \n",
       " [1039] \"SF3B4\"               \"MTMR11\"              \"OTUD7B\"             \n",
       " [1042] \"VPS45\"               \"PLEKHO1\"             \"ANP32E\"             \n",
       " [1045] \"APH1A\"               \"C1orf54\"             \"C1orf51\"            \n",
       " [1048] \"MRPS21\"              \"PRPF3\"               \"RPRD2\"              \n",
       " [1051] \"TARS2\"               \"ECM1\"                \"LINC00568\"          \n",
       " [1054] \"RP11-54A4.2\"         \"ADAMTSL4\"            \"ADAMTSL4-AS1\"       \n",
       " [1057] \"MCL1\"                \"ENSA\"                \"GOLPH3L\"            \n",
       " [1060] \"HORMAD1\"             \"CTSS\"                \"CTSK\"               \n",
       " [1063] \"ARNT\"                \"SETDB1\"              \"CERS2\"              \n",
       " [1066] \"RP11-316M1.12\"       \"RP11-316M1.3\"        \"ANXA9\"              \n",
       " [1069] \"FAM63A\"              \"PRUNE\"               \"BNIPL\"              \n",
       " [1072] \"C1orf56\"             \"CDC42SE1\"            \"MLLT11\"             \n",
       " [1075] \"GABPB2\"              \"SEMA6C\"              \"TNFAIP8L2\"          \n",
       " [1078] \"SCNM1\"               \"LYSMD1\"              \"TMOD4\"              \n",
       " [1081] \"VPS72\"               \"PIP5K1A\"             \"PSMD4\"              \n",
       " [1084] \"RP11-126K1.2\"        \"ZNF687\"              \"PI4KB\"              \n",
       " [1087] \"RFX5\"                \"RP11-126K1.6\"        \"PSMB4\"              \n",
       " [1090] \"POGZ\"                \"TUFT1\"               \"RP11-404E16.1\"      \n",
       " [1093] \"SNX27\"               \"RP11-98D18.15\"       \"MRPL9\"              \n",
       " [1096] \"OAZ3\"                \"RP11-98D18.3\"        \"TDRKH\"              \n",
       " [1099] \"RP11-98D18.9\"        \"LINGO4\"              \"RORC\"               \n",
       " [1102] \"C2CD4D\"              \"AL450992.2\"          \"THEM5\"              \n",
       " [1105] \"THEM4\"               \"S100A10\"             \"S100A11\"            \n",
       " [1108] \"S100A9\"              \"S100A12\"             \"S100A8\"             \n",
       " [1111] \"BX470102.3\"          \"S100A6\"              \"S100A5\"             \n",
       " [1114] \"S100A4\"              \"S100A3\"              \"S100A2\"             \n",
       " [1117] \"S100A13\"             \"RP1-178F15.4\"        \"CHTOP\"              \n",
       " [1120] \"SNAPIN\"              \"ILF2\"                \"INTS3\"              \n",
       " [1123] \"SLC27A3\"             \"GATAD2B\"             \"DENND4B\"            \n",
       " [1126] \"CRTC2\"               \"SLC39A1\"             \"RP11-422P24.10\"     \n",
       " [1129] \"CREB3L4\"             \"JTB\"                 \"RP11-422P24.11\"     \n",
       " [1132] \"RAB13\"               \"RPS27\"               \"NUP210L\"            \n",
       " [1135] \"TPM3\"                \"C1orf43\"             \"UBAP2L\"             \n",
       " [1138] \"HAX1\"                \"AQP10\"               \"ATP8B2\"             \n",
       " [1141] \"RP11-350G8.5\"        \"IL6R\"                \"RP11-350G8.9\"       \n",
       " [1144] \"UBE2Q1\"              \"RP11-61L14.6\"        \"ADAR\"               \n",
       " [1147] \"KCNN3\"               \"PMVK\"                \"RP11-307C12.13\"     \n",
       " [1150] \"PBXIP1\"              \"PYGO2\"               \"RP11-307C12.12\"     \n",
       " [1153] \"SHC1\"                \"CKS1B\"               \"FLAD1\"              \n",
       " [1156] \"ZBTB7B\"              \"DCST2\"               \"RP11-307C12.11\"     \n",
       " [1159] \"ADAM15\"              \"EFNA4\"               \"EFNA3\"              \n",
       " [1162] \"EFNA1\"               \"SLC50A1\"             \"DPM3\"               \n",
       " [1165] \"KRTCAP2\"             \"TRIM46\"              \"MUC1\"               \n",
       " [1168] \"THBS3\"               \"RP11-263K19.4\"       \"MTX1\"               \n",
       " [1171] \"GBA\"                 \"FAM189B\"             \"SCAMP3\"             \n",
       " [1174] \"CLK2\"                \"HCN3\"                \"FDPS\"               \n",
       " [1177] \"RUSC1-AS1\"           \"RUSC1\"               \"ASH1L\"              \n",
       " [1180] \"MSTO1\"               \"YY1AP1\"              \"DAP3\"               \n",
       " [1183] \"GON4L\"               \"SYT11\"               \"RIT1\"               \n",
       " [1186] \"KIAA0907\"            \"ARHGEF2\"             \"RP11-336K24.12\"     \n",
       " [1189] \"SSR2\"                \"UBQLN4\"              \"LAMTOR2\"            \n",
       " [1192] \"RAB25\"               \"MEX3A\"               \"LMNA\"               \n",
       " [1195] \"SEMA4A\"              \"SLC25A44\"            \"PMF1-BGLAP\"         \n",
       " [1198] \"PMF1\"                \"BGLAP\"               \"PAQR6\"              \n",
       " [1201] \"SMG5\"                \"TMEM79\"              \"C1orf85\"            \n",
       " [1204] \"CCT3\"                \"TSACC\"               \"C1orf61\"            \n",
       " [1207] \"RP11-98G7.1\"         \"MEF2D\"               \"TTC24\"              \n",
       " [1210] \"APOA1BP\"             \"GPATCH4\"             \"CRABP2\"             \n",
       " [1213] \"ISG20L2\"             \"RRNAD1\"              \"MRPL24\"             \n",
       " [1216] \"HDGF\"                \"PRCC\"                \"SH2D2A\"             \n",
       " [1219] \"NTRK1\"               \"PEAR1\"               \"ARHGEF11\"           \n",
       " [1222] \"ETV3L\"               \"ETV3\"                \"RP11-71G12.1\"       \n",
       " [1225] \"FCRL5\"               \"FCRL3\"               \"RP11-367J7.3\"       \n",
       " [1228] \"FCRL2\"               \"FCRL1\"               \"CD1D\"               \n",
       " [1231] \"CD1A\"                \"CD1C\"                \"CD1B\"               \n",
       " [1234] \"CD1E\"                \"MNDA\"                \"PYHIN1\"             \n",
       " [1237] \"IFI16\"               \"AIM2\"                \"FCER1A\"             \n",
       " [1240] \"DUSP23\"              \"FCRL6\"               \"SLAMF8\"             \n",
       " [1243] \"C1orf204\"            \"VSIG8\"               \"CCDC19\"             \n",
       " [1246] \"AL590560.1\"          \"TAGLN2\"              \"IGSF9\"              \n",
       " [1249] \"SLAMF9\"              \"LINC01133\"           \"PIGM\"               \n",
       " [1252] \"IGSF8\"               \"RP11-536C5.7\"        \"PEA15\"              \n",
       " [1255] \"DCAF8\"               \"DCAF8-1\"             \"RP11-574F21.2\"      \n",
       " [1258] \"PEX19\"               \"COPA\"                \"NCSTN\"              \n",
       " [1261] \"NHLH1\"               \"SLAMF6\"              \"RP11-528G1.2\"       \n",
       " [1264] \"CD84\"                \"SLAMF1\"              \"RP11-404F10.2\"      \n",
       " [1267] \"CD48\"                \"SLAMF7\"              \"LY9\"                \n",
       " [1270] \"CD244\"               \"ITLN1\"               \"F11R\"               \n",
       " [1273] \"TSTD1\"               \"USF1\"                \"ARHGAP30\"           \n",
       " [1276] \"PVRL4\"               \"KLHDC9\"              \"PFDN2\"              \n",
       " [1279] \"NIT1\"                \"DEDD\"                \"UFC1\"               \n",
       " [1282] \"RP11-297K8.2\"        \"USP21\"               \"PPOX\"               \n",
       " [1285] \"B4GALT3\"             \"ADAMTS4\"             \"NDUFS2\"             \n",
       " [1288] \"FCER1G\"              \"TOMM40L\"             \"NR1I3\"              \n",
       " [1291] \"MPZ\"                 \"SDHC\"                \"RP11-122G18.5\"      \n",
       " [1294] \"FCGR2A\"              \"HSPA6\"               \"FCGR3A\"             \n",
       " [1297] \"FCGR2B\"              \"FCGR3B\"              \"FCRLA\"              \n",
       " [1300] \"FCRLB\"               \"DUSP12\"              \"RP11-474I16.8\"      \n",
       " [1303] \"ATF6\"                \"OLFML2B\"             \"SH2D1B\"             \n",
       " [1306] \"UHMK1\"               \"RP11-359K18.3\"       \"UAP1\"               \n",
       " [1309] \"DDR2\"                \"HSD17B7\"             \"RGS5\"               \n",
       " [1312] \"RP11-267N12.3\"       \"NUF2\"                \"PBX1\"               \n",
       " [1315] \"MGST3\"               \"ALDH9A1\"             \"RP11-466F5.10\"      \n",
       " [1318] \"TMCO1\"               \"RP11-466F5.8\"        \"UCK2\"               \n",
       " [1321] \"FAM78B\"              \"RP11-276E17.2\"       \"POGK\"               \n",
       " [1324] \"TADA1\"               \"GPA33\"               \"RP11-277B15.3\"      \n",
       " [1327] \"POU2F1\"              \"CD247\"               \"RP11-104L21.3\"      \n",
       " [1330] \"CREG1\"               \"RP3-455J7.4\"         \"RCSD1\"              \n",
       " [1333] \"MPZL1\"               \"MPC2\"                \"DCAF6\"              \n",
       " [1336] \"TIPRL\"               \"SFT2D2\"              \"TBX19\"              \n",
       " [1339] \"XCL2\"                \"XCL1\"                \"ATP1B1\"             \n",
       " [1342] \"NME7\"                \"BLZF1\"               \"SLC19A2\"            \n",
       " [1345] \"F5\"                  \"SELP\"                \"C1orf112\"           \n",
       " [1348] \"SELL\"                \"METTL18\"             \"SCYL3\"              \n",
       " [1351] \"KIFAP3\"              \"GORAB\"               \"FMO1\"               \n",
       " [1354] \"FMO4\"                \"PRRC2C\"              \"VAMP4\"              \n",
       " [1357] \"METTL13\"             \"DNM3\"                \"PIGC\"               \n",
       " [1360] \"SUCO\"                \"FASLG\"               \"TNFSF4\"             \n",
       " [1363] \"RP11-296O14.3\"       \"PRDX6\"               \"KLHL20\"             \n",
       " [1366] \"CENPL\"               \"DARS2\"               \"GAS5-AS1\"           \n",
       " [1369] \"ZBTB37\"              \"RC3H1\"               \"RP11-160H22.3\"      \n",
       " [1372] \"RP11-160H22.5\"       \"RABGAP1L\"            \"GPR52\"              \n",
       " [1375] \"CACYBP\"              \"MRPS14\"              \"KIAA0040\"           \n",
       " [1378] \"RP11-318C24.2\"       \"RFWD2\"               \"RP11-492I21.1\"      \n",
       " [1381] \"RP11-195C7.1\"        \"RASAL2\"              \"C1orf220\"           \n",
       " [1384] \"RP5-1098D14.1\"       \"RP11-428K3.1\"        \"RALGPS2\"            \n",
       " [1387] \"ANGPTL1\"             \"FAM20B\"              \"TOR3A\"              \n",
       " [1390] \"ABL2\"                \"SOAT1\"               \"AXDND1\"             \n",
       " [1393] \"TOR1AIP2\"            \"RP11-533E19.7\"       \"TOR1AIP1\"           \n",
       " [1396] \"RP11-533E19.5\"       \"CEP350\"              \"QSOX1\"              \n",
       " [1399] \"LHX4\"                \"RP5-1180C10.2\"       \"ACBD6\"              \n",
       " [1402] \"XPR1\"                \"RP11-46A10.5\"        \"RP11-46A10.4\"       \n",
       " [1405] \"STX6\"                \"MR1\"                 \"IER5\"               \n",
       " [1408] \"RP11-309G3.3\"        \"RP11-540K16.1\"       \"GLUL\"               \n",
       " [1411] \"RNASEL\"              \"RGS16\"               \"RP11-317P15.4\"      \n",
       " [1414] \"NPL\"                 \"DHX9\"                \"LAMC1\"              \n",
       " [1417] \"SMG7\"                \"NCF2\"                \"ARPC5\"              \n",
       " [1420] \"RGL1\"                \"COLGALT2\"            \"TSEN15\"             \n",
       " [1423] \"RP11-382D12.2\"       \"C1orf21\"             \"EDEM3\"              \n",
       " [1426] \"FAM129A\"             \"RNF2\"                \"TRMT1L\"             \n",
       " [1429] \"SWT1\"                \"IVNS1ABP\"            \"GS1-279B7.2\"        \n",
       " [1432] \"PRG4\"                \"TPR\"                 \"C1orf27\"            \n",
       " [1435] \"PTGS2\"               \"RP5-973M2.2\"         \"PLA2G4A\"            \n",
       " [1438] \"LINC01037\"           \"RGS18\"               \"RGS1\"               \n",
       " [1441] \"RGS13\"               \"RGS2\"                \"UCHL5\"              \n",
       " [1444] \"TROVE2\"              \"RP11-101E13.5\"       \"GLRX2\"              \n",
       " [1447] \"CDC73\"               \"B3GALT2\"             \"RP11-563D10.1\"      \n",
       " [1450] \"CFH\"                 \"ASPM\"                \"ZBTB41\"             \n",
       " [1453] \"CRB1\"                \"DENND1B\"             \"C1orf53\"            \n",
       " [1456] \"NEK7\"                \"RP11-553K8.2\"        \"PTPRC\"              \n",
       " [1459] \"RP11-553K8.5\"        \"MIR181A1HG\"          \"ZNF281\"             \n",
       " [1462] \"KIF14\"               \"DDX59\"               \"RP11-92G12.3\"       \n",
       " [1465] \"CAMSAP2\"             \"GPR25\"               \"KIF21B\"             \n",
       " [1468] \"ASCL5\"               \"TMEM9\"               \"PHLDA3\"             \n",
       " [1471] \"CSRP1\"               \"RP11-134G8.7\"        \"RPS10P7\"            \n",
       " [1474] \"NAV1\"                \"IPO9-AS1\"            \"IPO9\"               \n",
       " [1477] \"SHISA4\"              \"TIMM17A\"             \"RNPEP\"              \n",
       " [1480] \"ELF3\"                \"ARL8A\"               \"PTPN7\"              \n",
       " [1483] \"LGR6\"                \"UBE2T\"               \"PPP1R12B\"           \n",
       " [1486] \"KDM5B\"               \"PCAT6\"               \"RABIF\"              \n",
       " [1489] \"KLHL12\"              \"ADIPOR1\"             \"CYB5R1\"             \n",
       " [1492] \"TMEM183A\"            \"PPFIA4\"              \"ADORA1\"             \n",
       " [1495] \"CHIT1\"               \"RP11-134P9.3\"        \"LINC01136\"          \n",
       " [1498] \"BTG2\"                \"ATP2B4\"              \"LAX1\"               \n",
       " [1501] \"ZC3H11A\"             \"ZBED6\"               \"SNRPE\"              \n",
       " [1504] \"SOX13\"               \"ETNK2\"               \"KISS1\"              \n",
       " [1507] \"GOLT1A\"              \"PPP1R15B\"            \"PIK3C2B\"            \n",
       " [1510] \"MDM4\"                \"RP11-430C7.4\"        \"RP11-430C7.5\"       \n",
       " [1513] \"TMEM81\"              \"RBBP5\"               \"DSTYK\"              \n",
       " [1516] \"TMCC2\"               \"NUAK2\"               \"RP11-576D8.4\"       \n",
       " [1519] \"CDK18\"               \"MFSD4\"               \"ELK4\"               \n",
       " [1522] \"SLC45A3\"             \"NUCKS1\"              \"AC119673.1\"         \n",
       " [1525] \"RAB7L1\"              \"SLC41A1\"             \"PM20D1\"             \n",
       " [1528] \"RP11-312O7.2\"        \"FAM72A\"              \"C1orf186\"           \n",
       " [1531] \"SRGAP2\"              \"IKBKE\"               \"C1orf147\"           \n",
       " [1534] \"RP11-534L20.5\"       \"RASSF5\"              \"EIF2D\"              \n",
       " [1537] \"RP11-343H5.6\"        \"DYRK3\"               \"MAPKAPK2\"           \n",
       " [1540] \"IL10\"                \"IL19\"                \"IL24\"               \n",
       " [1543] \"FAIM3\"               \"YOD1\"                \"PFKFB2\"             \n",
       " [1546] \"C4BPB\"               \"CD55\"                \"CR2\"                \n",
       " [1549] \"CR1\"                 \"CD46\"                \"CD34\"               \n",
       " [1552] \"PLXNA2\"              \"LAMB3\"               \"RP1-28O10.1\"        \n",
       " [1555] \"G0S2\"                \"HSD11B1\"             \"TRAF3IP3\"           \n",
       " [1558] \"C1orf74\"             \"IRF6\"                \"DIEXF\"              \n",
       " [1561] \"HHAT\"                \"RCOR3\"               \"TRAF5\"              \n",
       " [1564] \"RP11-318L16.6\"       \"SLC30A1\"             \"NEK2\"               \n",
       " [1567] \"LPGAT1\"              \"INTS7\"               \"DTL\"                \n",
       " [1570] \"PPP2R5A\"             \"RP11-384C4.7\"        \"TMEM206\"            \n",
       " [1573] \"NENF\"                \"RP11-61J19.4\"        \"ATF3\"               \n",
       " [1576] \"FAM71A\"              \"RP11-338C15.3\"       \"BATF3\"              \n",
       " [1579] \"NSL1\"                \"TATDN3\"              \"FLVCR1-AS1\"         \n",
       " [1582] \"FLVCR1\"              \"VASH2\"               \"ANGEL2\"             \n",
       " [1585] \"RPS6KC1\"             \"SMYD2\"               \"PTPN14\"             \n",
       " [1588] \"CENPF\"               \"KCTD3\"               \"GPATCH2\"            \n",
       " [1591] \"RRP15\"               \"LYPLAL1\"             \"EPRS\"               \n",
       " [1594] \"BPNT1\"               \"IARS2\"               \"RAB3GAP2\"           \n",
       " [1597] \"C1orf115\"            \"MARC2\"               \"MARC1\"              \n",
       " [1600] \"HLA-AS1\"             \"HLX\"                 \"DUSP10\"             \n",
       " [1603] \"TAF1A\"               \"RP11-378J18.3\"       \"MIA3\"               \n",
       " [1606] \"RP11-378J18.8\"       \"AIDA\"                \"BROX\"               \n",
       " [1609] \"FAM177B\"             \"RP11-452F19.3\"       \"DISP1\"              \n",
       " [1612] \"TLR5\"                \"SUSD4\"               \"CAPN8\"              \n",
       " [1615] \"CAPN2\"               \"TP53BP2\"             \"RP11-504P24.8\"      \n",
       " [1618] \"RP11-504P24.6\"       \"FBXO28\"              \"DEGS1\"              \n",
       " [1621] \"RP11-365O16.6\"       \"NVL\"                 \"CNIH4\"              \n",
       " [1624] \"WDR26\"               \"CNIH3\"               \"DNAH14\"             \n",
       " [1627] \"LBR\"                 \"AC092811.1\"          \"ENAH\"               \n",
       " [1630] \"SRP9\"                \"EPHX1\"               \"RP11-285F7.2\"       \n",
       " [1633] \"TMEM63A\"             \"LEFTY1\"              \"PYCR2\"              \n",
       " [1636] \"LEFTY2\"              \"SDE2\"                \"RP11-396C23.4\"      \n",
       " [1639] \"H3F3A\"               \"RP11-396C23.2\"       \"ACBD3\"              \n",
       " [1642] \"MIXL1\"               \"LIN9\"                \"PARP1\"              \n",
       " [1645] \"ITPKB\"               \"ITPKB-AS1\"           \"PSEN2\"              \n",
       " [1648] \"ADCK3\"               \"CDC42BPA\"            \"ZNF678\"             \n",
       " [1651] \"SNAP47\"              \"JMJD4\"               \"ARF1\"               \n",
       " [1654] \"C1orf35\"             \"MRPL55\"              \"GUK1\"               \n",
       " [1657] \"IBA57-AS1\"           \"IBA57\"               \"C1orf145\"           \n",
       " [1660] \"OBSCN\"               \"RP5-1139B12.2\"       \"RP5-1139B12.3\"      \n",
       " [1663] \"TRIM11\"              \"TRIM17\"              \"HIST3H2A\"           \n",
       " [1666] \"HIST3H2BB\"           \"RNF187\"              \"RHOU\"               \n",
       " [1669] \"RAB4A\"               \"RP4-803J11.2\"        \"CCSAP\"              \n",
       " [1672] \"NUP133\"              \"ABCB10\"              \"TAF5L\"              \n",
       " [1675] \"URB2\"                \"RP11-552D4.1\"        \"GALNT2\"             \n",
       " [1678] \"RP5-956O18.3\"        \"COG2\"                \"C1orf198\"           \n",
       " [1681] \"TTC13\"               \"ARV1\"                \"FAM89A\"             \n",
       " [1684] \"C1orf131\"            \"GNPAT\"               \"EXOC8\"              \n",
       " [1687] \"SPRTN\"               \"EGLN1\"               \"RP11-295G20.2\"      \n",
       " [1690] \"TSNAX\"               \"DISC1\"               \"SIPA1L2\"            \n",
       " [1693] \"MAP10\"               \"NTPCR\"               \"PCNXL2\"             \n",
       " [1696] \"MLK4\"                \"SLC35F3\"             \"RP5-827C21.6\"       \n",
       " [1699] \"RP5-827C21.4\"        \"COA6\"                \"TARBP1\"             \n",
       " [1702] \"RP5-855F14.1\"        \"IRF2BP2\"             \"RP4-781K5.2\"        \n",
       " [1705] \"LINC01132\"           \"RP11-443B7.1\"        \"RP11-443B7.3\"       \n",
       " [1708] \"TOMM20\"              \"RBM34\"               \"ARID4B\"             \n",
       " [1711] \"GGPS1\"               \"TBCE\"                \"B3GALNT2\"           \n",
       " [1714] \"LYST\"                \"NID1\"                \"GPR137B\"            \n",
       " [1717] \"ERO1LB\"              \"EDARADD\"             \"LGALS8\"             \n",
       " [1720] \"LGALS8-AS1\"          \"RP11-385F5.5\"        \"RP11-385F5.4\"       \n",
       " [1723] \"HEATR1\"              \"MTR\"                 \"RP11-544D21.2\"      \n",
       " [1726] \"CHRM3\"               \"GREM2\"               \"RGS7\"               \n",
       " [1729] \"FH\"                  \"KMO\"                 \"OPN3\"               \n",
       " [1732] \"CHML\"                \"EXO1\"                \"RP11-261C10.3\"      \n",
       " [1735] \"CEP170\"              \"SDCCAG8\"             \"AKT3\"               \n",
       " [1738] \"ZBTB18\"              \"RP11-278H7.4\"        \"RP11-518L10.5\"      \n",
       " [1741] \"ADSS\"                \"C1orf101\"            \"DESI2\"              \n",
       " [1744] \"COX20\"               \"HNRNPU-AS1\"          \"HNRNPU\"             \n",
       " [1747] \"RP11-11N7.4\"         \"RP11-156E8.1\"        \"EFCAB2\"             \n",
       " [1750] \"KIF26B\"              \"SMYD3\"               \"TFB2M\"              \n",
       " [1753] \"CNST\"                \"RP11-439E19.9\"       \"SCCPDH\"             \n",
       " [1756] \"AHCTF1\"              \"ZNF670\"              \"ZNF669\"             \n",
       " [1759] \"ZNF124\"              \"RP11-488L18.10\"      \"RP11-488L18.8\"      \n",
       " [1762] \"ZNF496\"              \"NLRP3\"               \"GCSAML\"             \n",
       " [1765] \"TRIM58\"              \"OR2W3\"               \"RP11-407H12.8\"      \n",
       " [1768] \"RP11-438F14.3\"       \"SH3BP5L\"             \"ZNF672\"             \n",
       " [1771] \"ZNF692\"              \"PGBD2\"               \"SH3YL1\"             \n",
       " [1774] \"ACP1\"                \"FAM150B\"             \"TMEM18\"             \n",
       " [1777] \"AC116614.1\"          \"SNTG2\"               \"TPO\"                \n",
       " [1780] \"MYT1L\"               \"TSSC1\"               \"TRAPPC12\"           \n",
       " [1783] \"TRAPPC12-AS1\"        \"ADI1\"                \"AC142528.1\"         \n",
       " [1786] \"AC108488.4\"          \"RNASEH1\"             \"RNASEH1-AS1\"        \n",
       " [1789] \"RPS7\"                \"LINC00487\"           \"AC017076.5\"         \n",
       " [1792] \"CMPK2\"               \"RSAD2\"               \"RNF144A\"            \n",
       " [1795] \"AC092580.3\"          \"AC092580.4\"          \"LINC00299\"          \n",
       " [1798] \"AC011747.4\"          \"AC011747.7\"          \"ID2\"                \n",
       " [1801] \"RP11-434B12.1\"       \"KIDINS220\"           \"MBOAT2\"             \n",
       " [1804] \"ASAP2\"               \"ITGB1BP1\"            \"CPSF3\"              \n",
       " [1807] \"IAH1\"                \"ADAM17\"              \"RP11-214N9.1\"       \n",
       " [1810] \"YWHAQ\"               \"TAF1B\"               \"RP11-95D17.1\"       \n",
       " [1813] \"GRHL1\"               \"RP11-254F7.2\"        \"KLF11\"              \n",
       " [1816] \"RP11-254F7.4\"        \"RRM2\"                \"C2orf48\"            \n",
       " [1819] \"HPCAL1\"              \"ODC1\"                \"RP11-320M2.1\"       \n",
       " [1822] \"NOL10\"               \"RN7SL832P\"           \"ATP6V1C2\"           \n",
       " [1825] \"RP11-791G15.2\"       \"PDIA6\"               \"RP11-245G13.2\"      \n",
       " [1828] \"AC062028.1\"          \"PQLC3\"               \"ROCK2\"              \n",
       " [1831] \"E2F6\"                \"GREB1\"               \"LPIN1\"              \n",
       " [1834] \"AC096559.1\"          \"TRIB2\"               \"NBAS\"               \n",
       " [1837] \"DDX1\"                \"MYCNOS\"              \"MYCN\"               \n",
       " [1840] \"FAM49A\"              \"SMC6\"                \"GEN1\"               \n",
       " [1843] \"RDH14\"               \"LINC00954\"           \"TTC32\"              \n",
       " [1846] \"RP11-79O8.1\"         \"WDR35\"               \"LAPTM4A\"            \n",
       " [1849] \"SDC1\"                \"PUM2\"                \"RHOB\"               \n",
       " [1852] \"HS1BP3\"              \"GDF7\"                \"AC012065.7\"         \n",
       " [1855] \"RP11-130L8.1\"        \"C2orf43\"             \"KLHL29\"             \n",
       " [1858] \"ATAD2B\"              \"UBXN2A\"              \"MFSD2B\"             \n",
       " [1861] \"C2orf44\"             \"FKBP1B\"              \"SF3B14\"             \n",
       " [1864] \"FAM228B\"             \"TP53I3\"              \"PFN4\"               \n",
       " [1867] \"FAM228A\"             \"ITSN2\"               \"AC009228.1\"         \n",
       " [1870] \"NCOA1\"               \"PTRHD1\"              \"CENPO\"              \n",
       " [1873] \"ADCY3\"               \"DNAJC27\"             \"DNAJC27-AS1\"        \n",
       " [1876] \"POMC\"                \"RP11-458N5.1\"        \"DNMT3A\"             \n",
       " [1879] \"AC012074.2\"          \"DTNB\"                \"AC104699.1\"         \n",
       " [1882] \"ASXL2\"               \"KIF3C\"               \"AC013449.1\"         \n",
       " [1885] \"RAB10\"               \"GAREML\"              \"HADHA\"              \n",
       " [1888] \"HADHB\"               \"GPR113\"              \"EPT1\"               \n",
       " [1891] \"OTOF\"                \"SLC35F6\"             \"CENPA\"              \n",
       " [1894] \"MAPRE3\"              \"TMEM214\"             \"AGBL5\"              \n",
       " [1897] \"AGBL5-AS1\"           \"RP11-503P10.1\"       \"RP11-195B17.1\"      \n",
       " [1900] \"OST4\"                \"EMILIN1\"             \"KHK\"                \n",
       " [1903] \"ABHD1\"               \"PREB\"                \"SLC5A6\"             \n",
       " [1906] \"ATRAID\"              \"CAD\"                 \"TRIM54\"             \n",
       " [1909] \"UCN\"                 \"MPV17\"               \"GTF3C2\"             \n",
       " [1912] \"AC109828.1\"          \"AC074117.10\"         \"EIF2B4\"             \n",
       " [1915] \"SNX17\"               \"ZNF513\"              \"PPM1G\"              \n",
       " [1918] \"NRBP1\"               \"KRTCAP3\"             \"IFT172\"             \n",
       " [1921] \"ZNF512\"              \"CCDC121\"             \"GPN1\"               \n",
       " [1924] \"SUPT7L\"              \"SLC4A1AP\"            \"MRPL33\"             \n",
       " [1927] \"RBKS\"                \"BRE\"                 \"AC104695.3\"         \n",
       " [1930] \"FOSL2\"               \"RP11-373D23.3\"       \"PLB1\"               \n",
       " [1933] \"AC097724.3\"          \"PPP1CB\"              \"SPDYA\"              \n",
       " [1936] \"TRMT61B\"             \"WDR43\"               \"FAM179A\"            \n",
       " [1939] \"CLIP4\"               \"AC016907.3\"          \"YPEL5\"              \n",
       " [1942] \"LBH\"                 \"LCLAT1\"              \"EHD3\"               \n",
       " [1945] \"MEMO1\"               \"DPY30\"               \"SPAST\"              \n",
       " [1948] \"RP11-563N4.1\"        \"SLC30A6\"             \"NLRC4\"              \n",
       " [1951] \"YIPF4\"               \"AL133245.2\"          \"BIRC6\"              \n",
       " [1954] \"TTC27\"               \"LTBP1\"               \"RASGRP3\"            \n",
       " [1957] \"AC020594.5\"          \"FAM98A\"              \"RP11-490M8.1\"       \n",
       " [1960] \"CRIM1\"               \"AC007401.2\"          \"FEZ2\"               \n",
       " [1963] \"VIT\"                 \"AC007382.1\"          \"STRN\"               \n",
       " [1966] \"HEATR5B\"             \"GPATCH11\"            \"EIF2AK2\"            \n",
       " [1969] \"CEBPZ-AS1\"           \"CEBPZ\"               \"NDUFAF7\"            \n",
       " [1972] \"PRKD3\"               \"QPCT\"                \"AC006369.2\"         \n",
       " [1975] \"CDC42EP3\"            \"LINC00211\"           \"RMDN2\"              \n",
       " [1978] \"CYP1B1\"              \"CYP1B1-AS1\"          \"ATL2\"               \n",
       " [1981] \"HNRNPLL\"             \"GALM\"                \"AC074366.3\"         \n",
       " [1984] \"SRSF7\"               \"GEMIN6\"              \"DHX57\"              \n",
       " [1987] \"MORN2\"               \"ARHGEF33\"            \"SOS1\"               \n",
       " [1990] \"MAP4K3\"              \"AC007246.3\"          \"THUMPD2\"            \n",
       " [1993] \"SLC8A1-AS1\"          \"SLC8A1\"              \"AC083949.1\"         \n",
       " [1996] \"EML4\"                \"COX7A2L\"             \"MTA3\"               \n",
       " [1999] \"OXER1\"               \"HAAO\"                \"AC093609.1\"         \n",
       " [2002] \"THADA\"               \"ZFP36L2\"             \"AC010883.5\"         \n",
       " [2005] \"PLEKHH2\"             \"DYNC2LI1\"            \"LRPPRC\"             \n",
       " [2008] \"RP11-559M23.1\"       \"PPM1B\"               \"SLC3A1\"             \n",
       " [2011] \"PREPL\"               \"CAMKMT\"              \"SRBD1\"              \n",
       " [2014] \"PRKCE\"               \"EPAS1\"               \"ATP6V1E2\"           \n",
       " [2017] \"RHOQ\"                \"RP11-417F21.1\"       \"PIGF\"               \n",
       " [2020] \"CRIPT\"               \"SOCS5\"               \"RP11-333I13.1\"      \n",
       " [2023] \"LINC01118\"           \"AC016722.4\"          \"MCFD2\"              \n",
       " [2026] \"TTC7A\"               \"AC073283.7\"          \"CALM2\"              \n",
       " [2029] \"BCYRN1\"              \"MSH2\"                \"KCNK12\"             \n",
       " [2032] \"AC138655.1\"          \"MSH6\"                \"FBXO11\"             \n",
       " [2035] \"AC079807.2\"          \"FOXN2\"               \"RP11-191L17.1\"      \n",
       " [2038] \"PPP1R21\"             \"STON1\"               \"GPR75-ASB3\"         \n",
       " [2041] \"CHAC2\"               \"ERLEC1\"              \"GPR75\"              \n",
       " [2044] \"PSME4\"               \"ACYP2\"               \"RP11-477N3.1\"       \n",
       " [2047] \"SPTBN1\"              \"EML6\"                \"RTN4\"               \n",
       " [2050] \"CLHC1\"               \"RPS27A\"              \"MTIF2\"              \n",
       " [2053] \"CCDC88A\"             \"AC012358.8\"          \"CCDC104\"            \n",
       " [2056] \"SMEK2\"               \"RP11-554J4.1\"        \"PNPT1\"              \n",
       " [2059] \"VRK2\"                \"FANCL\"               \"AC007381.3\"         \n",
       " [2062] \"AC007381.2\"          \"BCL11A\"              \"PAPOLG\"             \n",
       " [2065] \"REL\"                 \"PUS10\"               \"PEX13\"              \n",
       " [2068] \"KIAA1841\"            \"C2orf74\"             \"AHSA2\"              \n",
       " [2071] \"USP34\"               \"RP11-355B11.2\"       \"XPO1\"               \n",
       " [2074] \"FAM161A\"             \"CCT4\"                \"AC107081.5\"         \n",
       " [2077] \"COMMD1\"              \"B3GNT2\"              \"TMEM17\"             \n",
       " [2080] \"EHBP1\"               \"AC009501.4\"          \"WDPCP\"              \n",
       " [2083] \"MDH1\"                \"UGP2\"                \"VPS54\"              \n",
       " [2086] \"PELI1\"               \"AC074289.1\"          \"LINC00309\"          \n",
       " [2089] \"LGALSL\"              \"RP11-568N6.1\"        \"AFTPH\"              \n",
       " [2092] \"SERTAD2\"             \"AC007365.3\"          \"AC007880.1\"         \n",
       " [2095] \"AC007386.2\"          \"SLC1A4\"              \"CEP68\"              \n",
       " [2098] \"RAB1A\"               \"ACTR2\"               \"SPRED2\"             \n",
       " [2101] \"MEIS1\"               \"AC078941.1\"          \"ETAA1\"              \n",
       " [2104] \"C1D\"                 \"WDR92\"               \"PNO1\"               \n",
       " [2107] \"PPP3R1\"              \"RP11-474G23.2\"       \"RP11-474G23.3\"      \n",
       " [2110] \"CNRIP1\"              \"PLEK\"                \"FBXO48\"             \n",
       " [2113] \"APLF\"                \"ARHGAP25\"            \"AC097495.2\"         \n",
       " [2116] \"GFPT1\"               \"NFU1\"                \"RP11-427H3.3\"       \n",
       " [2119] \"AAK1\"                \"ANXA4\"               \"GMCL1\"              \n",
       " [2122] \"SNRNP27\"             \"MXD1\"                \"ASPRV1\"             \n",
       " [2125] \"PCBP1-AS1\"           \"PCBP1\"               \"AC016700.5\"         \n",
       " [2128] \"C2orf42\"             \"TIA1\"                \"PCYOX1\"             \n",
       " [2131] \"SNRPG\"               \"FAM136A\"             \"TGFA\"               \n",
       " [2134] \"ADD2\"                \"CLEC4F\"              \"CD207\"              \n",
       " [2137] \"AC007040.11\"         \"ANKRD53\"             \"TEX261\"             \n",
       " [2140] \"NAGK\"                \"RP11-467P9.1\"        \"MCEE\"               \n",
       " [2143] \"MPHOSPH10\"           \"PAIP2B\"              \"ZNF638\"             \n",
       " [2146] \"DYSF\"                \"EXOC6B\"              \"SPR\"                \n",
       " [2149] \"SFXN5\"               \"RAB11FIP5\"           \"SMYD5\"              \n",
       " [2152] \"PRADC1\"              \"CCT7\"                \"FBXO41\"             \n",
       " [2155] \"EGR4\"                \"ALMS1\"               \"TPRKB\"              \n",
       " [2158] \"DUSP11\"              \"STAMBP\"              \"DGUOK\"              \n",
       " [2161] \"DGUOK-AS1\"           \"RP11-711M9.1\"        \"TET3\"               \n",
       " [2164] \"MGC10955\"            \"BOLA3\"               \"BOLA3-AS1\"          \n",
       " [2167] \"MOB1A\"               \"MTHFD2\"              \"RP11-287D1.3\"       \n",
       " [2170] \"SLC4A5\"              \"DCTN1\"               \"C2orf81\"            \n",
       " [2173] \"WDR54\"               \"RTKN\"                \"INO80B\"             \n",
       " [2176] \"WBP1\"                \"MOGS\"                \"MRPL53\"             \n",
       " [2179] \"CCDC142\"             \"TTC31\"               \"LBX2\"               \n",
       " [2182] \"LBX2-AS1\"            \"PCGF1\"               \"AUP1\"               \n",
       " [2185] \"HTRA2\"               \"LOXL3\"               \"DOK1\"               \n",
       " [2188] \"M1AP\"                \"SEMA4F\"              \"RP11-259N19.1\"      \n",
       " [2191] \"HK2\"                 \"POLE4\"               \"RP11-355F16.1\"      \n",
       " [2194] \"MRPL19\"              \"GCFC2\"               \"RP11-342K6.1\"       \n",
       " [2197] \"SUCLG1\"              \"DNAH6\"               \"TRABD2A\"            \n",
       " [2200] \"TMSB10\"              \"KCMF1\"               \"TCF7L1\"             \n",
       " [2203] \"TGOLN2\"              \"RETSAT\"              \"ELMOD3\"             \n",
       " [2206] \"CAPG\"                \"SH2D6\"               \"MAT2A\"              \n",
       " [2209] \"GGCX\"                \"VAMP8\"               \"VAMP5\"              \n",
       " [2212] \"RNF181\"              \"TMEM150A\"            \"USP39\"              \n",
       " [2215] \"C2orf68\"             \"GNLY\"                \"ATOH8\"              \n",
       " [2218] \"ST3GAL5\"             \"AC105053.4\"          \"RP11-548P2.2\"       \n",
       " [2221] \"POLR1A\"              \"PTCD3\"               \"IMMT\"               \n",
       " [2224] \"RP11-301O19.1\"       \"MRPL35\"              \"KDM3A\"              \n",
       " [2227] \"CHMP3\"               \"AC015971.2\"          \"RNF103\"             \n",
       " [2230] \"RMND5A\"              \"CD8A\"                \"CD8B\"               \n",
       " [2233] \"PLGLB1\"              \"LINC00152\"           \"RP11-1399P15.1\"     \n",
       " [2236] \"RGPD2\"               \"KRCC1\"               \"THNSL2\"             \n",
       " [2239] \"AC104134.2\"          \"EIF2AK3\"             \"AC062029.1\"         \n",
       " [2242] \"RPIA\"                \"TEKT4\"               \"AC103563.8\"         \n",
       " [2245] \"MAL\"                 \"MRPS5\"               \"ZNF514\"             \n",
       " [2248] \"ZNF2\"                \"FAHD2A\"              \"RP11-440D17.3\"      \n",
       " [2251] \"LINC00342\"           \"ANKRD36C\"            \"GPAT2\"              \n",
       " [2254] \"DUSP2\"               \"STARD7\"              \"TMEM127\"            \n",
       " [2257] \"CIAO1\"               \"SNRNP200\"            \"AC021188.4\"         \n",
       " [2260] \"ITPRIPL1\"            \"NCAPH\"               \"ARID5A\"             \n",
       " [2263] \"KANSL3\"              \"LMAN2L\"              \"CNNM4\"              \n",
       " [2266] \"RP11-353K11.1\"       \"CNNM3\"               \"ANKRD23\"            \n",
       " [2269] \"ANKRD39\"             \"SEMA4C\"              \"FAM178B\"            \n",
       " [2272] \"FAHD2B\"              \"ANKRD36\"             \"AC159540.1\"         \n",
       " [2275] \"COX5B\"               \"ACTR1B\"              \"LINC01125\"          \n",
       " [2278] \"ZAP70\"               \"TMEM131\"             \"INPP4A\"             \n",
       " [2281] \"COA5\"                \"UNC50\"               \"MGAT4A\"             \n",
       " [2284] \"AC109826.1\"          \"KIAA1211L\"           \"TSGA10\"             \n",
       " [2287] \"C2orf15\"             \"C2ORF15\"             \"LIPT1\"              \n",
       " [2290] \"MRPL30\"              \"MITD1\"               \"LYG2\"               \n",
       " [2293] \"LYG1\"                \"TXNDC9\"              \"EIF5B\"              \n",
       " [2296] \"REV1\"                \"AFF3\"                \"AC092667.2\"         \n",
       " [2299] \"LONRF2\"              \"CHST10\"              \"PDCL3\"              \n",
       " [2302] \"NPAS2\"               \"RPL31\"               \"TBC1D8\"             \n",
       " [2305] \"RP11-299H21.1\"       \"CNOT11\"              \"RNF149\"             \n",
       " [2308] \"CREG2\"               \"MAP4K4\"              \"IL1R2\"              \n",
       " [2311] \"IL1R1\"               \"IL1RL2\"              \"IL18R1\"             \n",
       " [2314] \"IL18RAP\"             \"MFSD9\"               \"TMEM182\"            \n",
       " [2317] \"MRPS9\"               \"AC104655.3\"          \"TGFBRAP1\"           \n",
       " [2320] \"AC012360.4\"          \"RP11-332H14.2\"       \"C2orf49\"            \n",
       " [2323] \"FHL2\"                \"NCK2\"                \"AC009505.2\"         \n",
       " [2326] \"C2orf40\"             \"UXS1\"                \"SULT1C2\"            \n",
       " [2329] \"SULT1C4\"             \"GCC2\"                \"AC012487.2\"         \n",
       " [2332] \"LIMS1\"               \"RANBP2\"              \"CCDC138\"            \n",
       " [2335] \"EDAR\"                \"SH3RF3-AS1\"          \"SH3RF3\"             \n",
       " [2338] \"SEPT10\"              \"SOWAHC\"              \"NPHP1\"              \n",
       " [2341] \"LINC00116\"           \"LIMS3\"               \"BUB1\"               \n",
       " [2344] \"BCL2L11\"             \"MIR4435-1HG\"         \"RP11-181E10.3\"      \n",
       " [2347] \"RP11-803D5.4\"        \"AC017002.1\"          \"ANAPC1\"             \n",
       " [2350] \"MERTK\"               \"TMEM87B\"             \"FBLN7\"              \n",
       " [2353] \"ZC3H8\"               \"ZC3H6\"               \"RGPD8\"              \n",
       " [2356] \"TTL\"                 \"POLR1B\"              \"CHCHD5\"             \n",
       " [2359] \"AC012442.6\"          \"AC079922.3\"          \"SLC20A1\"            \n",
       " [2362] \"NT5DC4\"              \"CKAP2L\"              \"IL1B\"               \n",
       " [2365] \"IL1RN\"               \"PSD4\"                \"AC016683.5\"         \n",
       " [2368] \"PAX8\"                \"RP11-65I12.1\"        \"RP11-480C16.1\"      \n",
       " [2371] \"CBWD2\"               \"RABL2A\"              \"SLC35F5\"            \n",
       " [2374] \"AC024704.2\"          \"AC104653.1\"          \"RP11-141B14.1\"      \n",
       " [2377] \"ACTR3\"               \"AC010982.1\"          \"DDX18\"              \n",
       " [2380] \"AC009404.2\"          \"CCDC93\"              \"INSIG2\"             \n",
       " [2383] \"AC093901.1\"          \"MARCO\"               \"STEAP3\"             \n",
       " [2386] \"C2orf76\"             \"DBI\"                 \"TMEM177\"            \n",
       " [2389] \"PTPN4\"               \"EPB41L5\"             \"AC012363.4\"         \n",
       " [2392] \"TMEM185B\"            \"RALB\"                \"TFCP2L1\"            \n",
       " [2395] \"CLASP1\"              \"NIFK-AS1\"            \"NIFK\"               \n",
       " [2398] \"TSN\"                 \"GYPC\"                \"BIN1\"               \n",
       " [2401] \"ERCC3\"               \"MAP3K2\"              \"AC068282.3\"         \n",
       " [2404] \"PROC\"                \"IWS1\"                \"MYO7B\"              \n",
       " [2407] \"LIMS2\"               \"WDR33\"               \"SFT2D3\"             \n",
       " [2410] \"RP5-935K16.1\"        \"POLR2D\"              \"AMMECR1L\"           \n",
       " [2413] \"RP11-395A13.2\"       \"SAP130\"              \"UGGT1\"              \n",
       " [2416] \"HS6ST1\"              \"SMPD4\"               \"MZT2B\"              \n",
       " [2419] \"CCDC115\"             \"IMP4\"                \"PTPN18\"             \n",
       " [2422] \"AC140481.2\"          \"ARHGEF4\"             \"FAM168B\"            \n",
       " [2425] \"PLEKHB2\"             \"MZT2A\"               \"CCDC74A\"            \n",
       " [2428] \"C2orf27A\"            \"MGAT5\"               \"TMEM163\"            \n",
       " [2431] \"CCNT2-AS1\"           \"CCNT2\"               \"RAB3GAP1\"           \n",
       " [2434] \"ZRANB3\"              \"R3HDM1\"              \"UBXN4\"              \n",
       " [2437] \"AC011893.3\"          \"MCM6\"                \"DARS\"               \n",
       " [2440] \"AC093391.2\"          \"CXCR4\"               \"HNMT\"               \n",
       " [2443] \"AC097721.2\"          \"SPOPL\"               \"RP11-231E19.1\"      \n",
       " [2446] \"AC092620.3\"          \"KYNU\"                \"ARHGAP15\"           \n",
       " [2449] \"AC096558.1\"          \"RP11-434H14.1\"       \"GTDC1\"              \n",
       " [2452] \"ZEB2\"                \"ZEB2-AS1\"            \"ACVR2A\"             \n",
       " [2455] \"ORC4\"                \"MBD5\"                \"EPC2\"               \n",
       " [2458] \"KIF5C\"               \"LYPD6B\"              \"MMADHC\"             \n",
       " [2461] \"RBM43\"               \"NMI\"                 \"TNFAIP6\"            \n",
       " [2464] \"RIF1\"                \"NEB\"                 \"ARL5A\"              \n",
       " [2467] \"CACNB4\"              \"STAM2\"               \"FMNL2\"              \n",
       " [2470] \"PRPF40A\"             \"ARL6IP6\"             \"RPRM\"               \n",
       " [2473] \"NR4A2\"               \"GPD2\"                \"ERMN\"               \n",
       " [2476] \"CYTIP\"               \"ACVR1C\"              \"ACVR1\"              \n",
       " [2479] \"RP11-546J1.1\"        \"RP11-1152H14.1\"      \"PKP4\"               \n",
       " [2482] \"TANC1\"               \"WDSUB1\"              \"BAZ2B\"              \n",
       " [2485] \"AC009506.1\"          \"AC009961.3\"          \"MARCH7\"             \n",
       " [2488] \"CD302\"               \"LY75\"                \"ITGB6\"              \n",
       " [2491] \"RBMS1\"               \"TANK\"                \"AC009299.2\"         \n",
       " [2494] \"AC009299.3\"          \"PSMD14\"              \"SLC4A10\"            \n",
       " [2497] \"DPP4\"                \"IFIH1\"               \"GCA\"                \n",
       " [2500] \"GRB14\"               \"COBLL1\"              \"SLC38A11\"           \n",
       " [2503] \"SCN3A\"               \"GALNT3\"              \"AC009495.2\"         \n",
       " [2506] \"TTC21B\"              \"SCN9A\"               \"STK39\"              \n",
       " [2509] \"CERS6\"               \"CERS6-AS1\"           \"SPC25\"              \n",
       " [2512] \"DHRS9\"               \"BBS5\"                \"FASTKD1\"            \n",
       " [2515] \"PPIG\"                \"CCDC173\"             \"PHOSPHO2\"           \n",
       " [2518] \"KLHL23\"              \"SSB\"                 \"METTL5\"             \n",
       " [2521] \"UBR3\"                \"GORASP2\"             \"TLK1\"               \n",
       " [2524] \"METTL8\"              \"DCAF17\"              \"CYBRD1\"             \n",
       " [2527] \"DYNC1I2\"             \"AC068039.4\"          \"SLC25A12\"           \n",
       " [2530] \"HAT1\"                \"METAP1D\"             \"ITGA6\"              \n",
       " [2533] \"AC078883.4\"          \"AC078883.3\"          \"AC093818.1\"         \n",
       " [2536] \"PDK1\"                \"MLTK\"                \"CDCA7\"              \n",
       " [2539] \"SP3\"                 \"RP11-394I13.2\"       \"RP11-394I13.3\"      \n",
       " [2542] \"RP11-394I13.1\"       \"OLA1\"                \"CIR1\"               \n",
       " [2545] \"SCRN3\"               \"GPR155\"              \"AC010894.3\"         \n",
       " [2548] \"AC018890.6\"          \"WIPF1\"               \"AC010894.5\"         \n",
       " [2551] \"CHRNA1\"              \"CHN1\"                \"ATF2\"               \n",
       " [2554] \"AC096649.2\"          \"ATP5G3\"              \"KIAA1715\"           \n",
       " [2557] \"MTX2\"                \"HNRNPA3\"             \"NFE2L2\"             \n",
       " [2560] \"AC079305.10\"         \"AGPS\"                \"TTC30B\"             \n",
       " [2563] \"TTC30A\"              \"RBM45\"               \"OSBPL6\"             \n",
       " [2566] \"AC009948.5\"          \"PRKRA\"               \"DFNB59\"             \n",
       " [2569] \"FKBP7\"               \"PLEKHA3\"             \"TTN-AS1\"            \n",
       " [2572] \"TTN\"                 \"RP11-65L3.4\"         \"RP11-65L3.2\"        \n",
       " [2575] \"RP11-171I2.5\"        \"CCDC141\"             \"SESTD1\"             \n",
       " [2578] \"CWC22\"               \"UBE2E3\"              \"AC104820.2\"         \n",
       " [2581] \"ITGA4\"               \"CERKL\"               \"RP11-366L5.1\"       \n",
       " [2584] \"SSFA2\"               \"DNAJC10\"             \"NCKAP1\"             \n",
       " [2587] \"DUSP19\"              \"NUP35\"               \"RP11-438L19.1\"      \n",
       " [2590] \"ZNF804A\"             \"AC008174.3\"          \"AC097500.2\"         \n",
       " [2593] \"RP11-410E4.1\"        \"ZC3H15\"              \"ITGAV\"              \n",
       " [2596] \"CALCRL\"              \"TFPI\"                \"WDR75\"              \n",
       " [2599] \"SLC40A1\"             \"ASNSD1\"              \"ANKAR\"              \n",
       " [2602] \"OSGEPL1\"             \"OSGEPL1-AS1\"         \"RP11-455J20.3\"      \n",
       " [2605] \"ORMDL1\"              \"PMS1\"                \"C2orf88\"            \n",
       " [2608] \"HIBCH\"               \"INPP1\"               \"MFSD6\"              \n",
       " [2611] \"RP11-647K16.1\"       \"TMEM194B\"            \"AC093388.3\"         \n",
       " [2614] \"NAB1\"                \"AC005540.3\"          \"GLS\"                \n",
       " [2617] \"STAT1\"               \"STAT4\"               \"MYO1B\"              \n",
       " [2620] \"NABP1\"               \"SDPR\"                \"RP11-762E8.1\"       \n",
       " [2623] \"SLC39A10\"            \"STK17B\"              \"RP11-347P5.1\"       \n",
       " [2626] \"HECW2\"               \"AC020571.3\"          \"CCDC150\"            \n",
       " [2629] \"GTF3C3\"              \"PGAP1\"               \"ANKRD44\"            \n",
       " [2632] \"AC013264.2\"          \"AC010746.3\"          \"SF3B1\"              \n",
       " [2635] \"COQ10B\"              \"HSPD1\"               \"HSPE1\"              \n",
       " [2638] \"MOB4\"                \"RFTN2\"               \"MARS2\"              \n",
       " [2641] \"PLCL1\"               \"SATB2\"               \"FTCDNL1\"            \n",
       " [2644] \"C2orf69\"             \"TYW5\"                \"C2orf47\"            \n",
       " [2647] \"SPATS2L\"             \"KCTD18\"              \"SGOL2\"              \n",
       " [2650] \"BZW1\"                \"RP11-469M7.1\"        \"CLK1\"               \n",
       " [2653] \"PPIL3\"               \"NIF3L1\"              \"ORC2\"               \n",
       " [2656] \"AC005037.3\"          \"FAM126B\"             \"NDUFB3\"             \n",
       " [2659] \"RP11-13J8.1\"         \"CFLAR\"               \"CFLAR-AS1\"          \n",
       " [2662] \"CASP10\"              \"CASP8\"               \"ALS2CR12\"           \n",
       " [2665] \"TRAK2\"               \"STRADB\"              \"TMEM237\"            \n",
       " [2668] \"ALS2\"                \"AC079354.5\"          \"SUMO1\"              \n",
       " [2671] \"NOP58\"               \"RP11-686O6.1\"        \"RP11-686O6.2\"       \n",
       " [2674] \"BMPR2\"               \"FAM117B\"             \"ICA1L\"              \n",
       " [2677] \"WDR12\"               \"CARF\"                \"NBEAL1\"             \n",
       " [2680] \"CYP20A1\"             \"ABI2\"                \"RAPH1\"              \n",
       " [2683] \"CD28\"                \"CTLA4\"               \"ICOS\"               \n",
       " [2686] \"PARD3B\"              \"NRP2\"                \"INO80D\"             \n",
       " [2689] \"AC007383.3\"          \"NDUFS1\"              \"AC007383.4\"         \n",
       " [2692] \"EEF1B2\"              \"ZDBF2\"               \"ADAM23\"             \n",
       " [2695] \"MDH1B\"               \"FASTKD2\"             \"KLF7\"               \n",
       " [2698] \"AC007879.2\"          \"AC007879.7\"          \"AC007879.5\"         \n",
       " [2701] \"CREB1\"               \"METTL21A\"            \"AC079767.4\"         \n",
       " [2704] \"CCNYL1\"              \"FZD5\"                \"AC096772.6\"         \n",
       " [2707] \"PLEKHM3\"             \"CRYGD\"               \"IDH1\"               \n",
       " [2710] \"IDH1-AS1\"            \"PIKFYVE\"             \"PTH2R\"              \n",
       " [2713] \"MAP2\"                \"RPE\"                 \"KANSL1L\"            \n",
       " [2716] \"RP11-260M2.1\"        \"AC007038.7\"          \"AC006994.2\"         \n",
       " [2719] \"LANCL1\"              \"IKZF2\"               \"RP11-105N14.1\"      \n",
       " [2722] \"SPAG16\"              \"BARD1\"               \"AC072062.1\"         \n",
       " [2725] \"ATIC\"                \"FN1\"                 \"MREG\"               \n",
       " [2728] \"PECR\"                \"TMEM169\"             \"XRCC5\"              \n",
       " [2731] \"RP11-566E18.3\"       \"SMARCAL1\"            \"RPL37A\"             \n",
       " [2734] \"IGFBP2\"              \"DIRC3\"               \"TNS1\"               \n",
       " [2737] \"RUFY4\"               \"CXCR2\"               \"CXCR1\"              \n",
       " [2740] \"ARPC2\"               \"GPBAR1\"              \"AAMP\"               \n",
       " [2743] \"PNKD\"                \"TMBIM1\"              \"C2orf62\"            \n",
       " [2746] \"SLC11A1\"             \"CTDSP1\"              \"RP11-378A13.2\"      \n",
       " [2749] \"VIL1\"                \"USP37\"               \"RQCD1\"              \n",
       " [2752] \"PLCD4\"               \"RP11-548H3.1\"        \"ZNF142\"             \n",
       " [2755] \"BCS1L\"               \"RNF25\"               \"STK36\"              \n",
       " [2758] \"TTLL4\"               \"CYP27A1\"             \"WNT6\"               \n",
       " [2761] \"WNT10A\"              \"RP11-33O4.1\"         \"NHEJ1\"              \n",
       " [2764] \"SLC23A3\"             \"CNPPD1\"              \"FAM134A\"            \n",
       " [2767] \"ZFAND2B\"             \"ABCB6\"               \"ATG9A\"              \n",
       " [2770] \"ANKZF1\"              \"GLB1L\"               \"STK16\"              \n",
       " [2773] \"TUBA4A\"              \"DNAJB2\"              \"PTPRN\"              \n",
       " [2776] \"DNPEP\"               \"AC053503.4\"          \"DES\"                \n",
       " [2779] \"SPEG\"                \"RP11-316O14.1\"       \"GMPPA\"              \n",
       " [2782] \"CHPF\"                \"OBSL1\"               \"STK11IP\"            \n",
       " [2785] \"SLC4A3\"              \"EPHA4\"               \"CTD-2308L22.1\"      \n",
       " [2788] \"SGPP2\"               \"RP11-16P6.1\"         \"FARSB\"              \n",
       " [2791] \"ACSL3\"               \"AP1S3\"               \"WDFY1\"              \n",
       " [2794] \"MRPL44\"              \"AC073641.2\"          \"SERPINE2\"           \n",
       " [2797] \"FAM124B\"             \"CUL3\"                \"DOCK10\"             \n",
       " [2800] \"IRS1\"                \"RHBDD1\"              \"COL4A4\"             \n",
       " [2803] \"COL4A3\"              \"MFF\"                 \"AGFG1\"              \n",
       " [2806] \"CCL20\"               \"PID1\"                \"TRIP12\"             \n",
       " [2809] \"FBXO36\"              \"SLC16A14\"            \"AC009950.2\"         \n",
       " [2812] \"SP110\"               \"SP140\"               \"SP140L\"             \n",
       " [2815] \"SP100\"               \"AC098823.3\"          \"CAB39\"              \n",
       " [2818] \"ITM2C\"               \"GPR55\"               \"PSMD1\"              \n",
       " [2821] \"ARMC9\"               \"B3GNT7\"              \"NCL\"                \n",
       " [2824] \"NMUR1\"               \"PTMA\"                \"PDE6D\"              \n",
       " [2827] \"COPS7B\"              \"NPPC\"                \"DIS3L2\"             \n",
       " [2830] \"TIGD1\"               \"EIF4E2\"              \"AC073254.1\"         \n",
       " [2833] \"EFHD1\"               \"GIGYF2\"              \"KCNJ13\"             \n",
       " [2836] \"C2orf82\"             \"INPP5D\"              \"ATG16L1\"            \n",
       " [2839] \"SAG\"                 \"DGKD\"                \"USP40\"              \n",
       " [2842] \"HJURP\"               \"AC097713.4\"          \"ARL4C\"              \n",
       " [2845] \"SH3BP4\"              \"AGAP1\"               \"IQCA1\"              \n",
       " [2848] \"AC105760.2\"          \"COPS8\"               \"COL6A3\"             \n",
       " [2851] \"LRRFIP1\"             \"RBM44\"               \"RAMP1\"              \n",
       " [2854] \"UBE2F\"               \"SCLY\"                \"FAM132B\"            \n",
       " [2857] \"ILKAP\"               \"AC016757.3\"          \"HES6\"               \n",
       " [2860] \"PER2\"                \"TRAF3IP1\"            \"ASB1\"               \n",
       " [2863] \"HDAC4\"               \"AC062017.1\"          \"NDUFA10\"            \n",
       " [2866] \"MYEOV2\"              \"GPC1\"                \"ANKMY1\"             \n",
       " [2869] \"DUSP28\"              \"RNPEPL1\"             \"CAPN10-AS1\"         \n",
       " [2872] \"CAPN10\"              \"GPR35\"               \"AC104809.3\"         \n",
       " [2875] \"SNED1\"               \"MTERFD2\"             \"PASK\"               \n",
       " [2878] \"PPP1R7\"              \"HDLBP\"               \"SEPT2\"              \n",
       " [2881] \"FARP2\"               \"STK25\"               \"BOK\"                \n",
       " [2884] \"THAP4\"               \"ATG4B\"               \"DTYMK\"              \n",
       " [2887] \"AC133528.2\"          \"ING5\"                \"D2HGDH\"             \n",
       " [2890] \"AC114730.8\"          \"NEU4\"                \"PDCD1\"              \n",
       " [2893] \"CXXC11\"              \"AC131097.3\"          \"AC093642.3\"         \n",
       " [2896] \"RP11-341N2.1\"        \"CHL1\"                \"IL5RA\"              \n",
       " [2899] \"TRNT1\"               \"CRBN\"                \"RP11-97C16.1\"       \n",
       " [2902] \"SUMF1\"               \"LRRN1\"               \"SETMAR\"             \n",
       " [2905] \"ITPR1-AS1\"           \"ITPR1\"               \"EGOT\"               \n",
       " [2908] \"AC018816.3\"          \"BHLHE40-AS1\"         \"BHLHE40\"            \n",
       " [2911] \"ARL8B\"               \"AC026202.3\"          \"AC026202.1\"         \n",
       " [2914] \"EDEM1\"               \"GRM7-AS1\"            \"LMCD1\"              \n",
       " [2917] \"OXTR\"                \"RAD18\"               \"SRGAP3\"             \n",
       " [2920] \"RP11-380O24.1\"       \"SETD5-AS1\"           \"THUMPD3\"            \n",
       " [2923] \"SETD5\"               \"RP11-58B17.2\"        \"MTMR14\"             \n",
       " [2926] \"CPNE9\"               \"BRPF1\"               \"OGG1\"               \n",
       " [2929] \"CAMK1\"               \"TADA3\"               \"ARPC4\"              \n",
       " [2932] \"TTLL3\"               \"RP11-266J6.2\"        \"RPUSD3\"             \n",
       " [2935] \"JAGN1\"               \"IL17RE\"              \"IL17RC\"             \n",
       " [2938] \"CRELD1\"              \"PRRT3\"               \"PRRT3-AS1\"          \n",
       " [2941] \"RP11-1020A11.2\"      \"EMC3\"                \"FANCD2\"             \n",
       " [2944] \"BRK1\"                \"VHL\"                 \"IRAK2\"              \n",
       " [2947] \"TATDN2\"              \"LINC00852\"           \"GHRL\"               \n",
       " [2950] \"GHRLOS\"              \"SEC13\"               \"HRH1\"               \n",
       " [2953] \"ATG7\"                \"VGLL4\"               \"TAMM41\"             \n",
       " [2956] \"PPARG\"               \"TSEN2\"               \"MKRN2\"              \n",
       " [2959] \"RAF1\"                \"TMEM40\"              \"CAND2\"              \n",
       " [2962] \"RPL32\"               \"IQSEC1\"              \"NUP210\"             \n",
       " [2965] \"HDAC11\"              \"FBLN2\"               \"WNT7A\"              \n",
       " [2968] \"CHCHD4\"              \"TMEM43\"              \"RP11-434D12.1\"      \n",
       " [2971] \"AC093495.4\"          \"XPC\"                 \"LSM3\"               \n",
       " [2974] \"SLC6A6\"              \"CCDC174\"             \"FGD5-AS1\"           \n",
       " [2977] \"NR2C2\"               \"MRPS25\"              \"ZFYVE20\"            \n",
       " [2980] \"CAPN7\"               \"SH3BP5-AS1\"          \"SH3BP5\"             \n",
       " [2983] \"METTL6\"              \"EAF1\"                \"EAF1-AS1\"           \n",
       " [2986] \"COLQ\"                \"HACL1\"               \"BTD\"                \n",
       " [2989] \"ANKRD28\"             \"DPH3\"                \"OXNAD1\"             \n",
       " [2992] \"RFTN1\"               \"RP11-415F23.2\"       \"RP11-415F23.3\"      \n",
       " [2995] \"RP11-415F23.4\"       \"DAZL\"                \"PLCL2\"              \n",
       " [2998] \"TBC1D5\"              \"SATB1\"               \"KCNH8\"              \n",
       " [3001] \"EFHB\"                \"RAB5A\"               \"KAT2B\"              \n",
       " [3004] \"SGOL1\"               \"ZNF385D\"             \"UBE2E2\"             \n",
       " [3007] \"UBE2E1\"              \"NKIRAS1\"             \"RPL15\"              \n",
       " [3010] \"NR1D2\"               \"THRB\"                \"TOP2B\"              \n",
       " [3013] \"NGLY1\"               \"OXSM\"                \"NEK10\"              \n",
       " [3016] \"SLC4A7\"              \"RP11-222K16.2\"       \"EOMES\"              \n",
       " [3019] \"CMC1\"                \"AZI2\"                \"ZCWPW2\"             \n",
       " [3022] \"TGFBR2\"              \"STT3B\"               \"OSBPL10\"            \n",
       " [3025] \"OSBPL10-AS1\"         \"ZNF860\"              \"GPD1L\"              \n",
       " [3028] \"CMTM8\"               \"CMTM7\"               \"CMTM6\"              \n",
       " [3031] \"DYNC1LI1\"            \"CNOT10\"              \"TRIM71\"             \n",
       " [3034] \"CCR4\"                \"GLB1\"                \"TMPPE\"              \n",
       " [3037] \"CRTAP\"               \"FBXL2\"               \"UBP1\"               \n",
       " [3040] \"CLASP2\"              \"RP11-10C24.3\"        \"RP11-10C24.1\"       \n",
       " [3043] \"PDCD6IP\"             \"AC123023.1\"          \"TRANK1\"             \n",
       " [3046] \"EPM2AIP1\"            \"MLH1\"                \"LRRFIP2\"            \n",
       " [3049] \"RP11-259K5.1\"        \"RP11-259K5.2\"        \"GOLGA4\"             \n",
       " [3052] \"C3orf35\"             \"CTDSPL\"              \"VILL\"               \n",
       " [3055] \"PLCD1\"               \"DLEC1\"               \"ACAA1\"              \n",
       " [3058] \"MYD88\"               \"OXSR1\"               \"XYLB\"               \n",
       " [3061] \"ACVR2B\"              \"EXOG\"                \"WDR48\"              \n",
       " [3064] \"GORASP1\"             \"TTC21A\"              \"CSRNP1\"             \n",
       " [3067] \"CX3CR1\"              \"SLC25A38\"            \"RPSA\"               \n",
       " [3070] \"EIF1B\"               \"ENTPD3-AS1\"          \"RPL14\"              \n",
       " [3073] \"RP11-391M1.4\"        \"ZNF619\"              \"ZNF620\"             \n",
       " [3076] \"ZNF621\"              \"RP11-520A21.1\"       \"CTNNB1\"             \n",
       " [3079] \"ULK4\"                \"TRAK1\"               \"VIPR1\"              \n",
       " [3082] \"SEC22C\"              \"SS18L2\"              \"NKTR\"               \n",
       " [3085] \"RP4-613B23.1\"        \"ZBTB47\"              \"CCDC13\"             \n",
       " [3088] \"HIGD1A\"              \"RP11-70C1.1\"         \"KRBOX1\"             \n",
       " [3091] \"ZNF662\"              \"POMGNT2\"             \"SNRK\"               \n",
       " [3094] \"RP11-188P20.3\"       \"ANO10\"               \"ABHD5\"              \n",
       " [3097] \"RP11-424N24.2\"       \"TCAIM\"               \"LINC00694\"          \n",
       " [3100] \"ZNF445\"              \"ZNF852\"              \"ZKSCAN7\"            \n",
       " [3103] \"ZNF660\"              \"ZNF197\"              \"ZNF35\"              \n",
       " [3106] \"ZNF502\"              \"ZNF501\"              \"KIAA1143\"           \n",
       " [3109] \"KIF15\"               \"TMEM42\"              \"ZDHHC3\"             \n",
       " [3112] \"EXOSC7\"              \"CLEC3B\"              \"CDCP1\"              \n",
       " [3115] \"TMEM158\"             \"LARS2\"               \"LIMD1\"              \n",
       " [3118] \"LIMD1-AS1\"           \"SACM1L\"              \"SLC6A20\"            \n",
       " [3121] \"LZTFL1\"              \"CCR9\"                \"FYCO1\"              \n",
       " [3124] \"CXCR6\"               \"XCR1\"                \"CCR3\"               \n",
       " [3127] \"CCR1\"                \"CCR2\"                \"CCR5\"               \n",
       " [3130] \"CCRL2\"               \"LRRC2\"               \"ALS2CL\"             \n",
       " [3133] \"TMIE\"                \"CCDC12\"              \"NBEAL2\"             \n",
       " [3136] \"SETD2\"               \"KIF9-AS1\"            \"KIF9\"               \n",
       " [3139] \"KLHL18\"              \"RP11-708J19.1\"       \"PTPN23\"             \n",
       " [3142] \"SCAP\"                \"ELP6\"                \"SMARCC1\"            \n",
       " [3145] \"DHX30\"               \"MAP4\"                \"CAMP\"               \n",
       " [3148] \"ZNF589\"              \"NME6\"                \"CCDC51\"             \n",
       " [3151] \"TMA7\"                \"RP11-24C3.2\"         \"ATRIP\"              \n",
       " [3154] \"TREX1\"               \"SHISA5\"              \"PFKFB4\"             \n",
       " [3157] \"UQCRC1\"              \"SLC26A6\"             \"CELSR3\"             \n",
       " [3160] \"NCKIPSD\"             \"IP6K2\"               \"PRKAR2A\"            \n",
       " [3163] \"PRKAR2A-AS1\"         \"SLC25A20\"            \"ARIH2OS\"            \n",
       " [3166] \"ARIH2\"               \"RP13-131K19.2\"       \"RP13-131K19.7\"      \n",
       " [3169] \"P4HTM\"               \"WDR6\"                \"DALRD3\"             \n",
       " [3172] \"NDUFAF3\"             \"IMPDH2\"              \"RP13-131K19.6\"      \n",
       " [3175] \"QRICH1\"              \"QARS\"                \"USP19\"              \n",
       " [3178] \"LAMB2\"               \"CCDC71\"              \"KLHDC8B\"            \n",
       " [3181] \"C3orf62\"             \"USP4\"                \"GPX1\"               \n",
       " [3184] \"RHOA\"                \"TCTA\"                \"AMT\"                \n",
       " [3187] \"NICN1\"               \"DAG1\"                \"APEH\"               \n",
       " [3190] \"MST1\"                \"RNF123\"              \"AMIGO3\"             \n",
       " [3193] \"GMPPB\"               \"IP6K1\"               \"CDHR4\"              \n",
       " [3196] \"FAM212A\"             \"UBA7\"                \"TRAIP\"              \n",
       " [3199] \"MON1A\"               \"RBM6\"                \"RBM5\"               \n",
       " [3202] \"RP11-493K19.3\"       \"GNAI2\"               \"U73166.2\"           \n",
       " [3205] \"IFRD2\"               \"HYAL3\"               \"NAT6\"               \n",
       " [3208] \"HYAL1\"               \"HYAL2\"               \"TUSC2\"              \n",
       " [3211] \"RASSF1\"              \"ZMYND10\"             \"NPRL2\"              \n",
       " [3214] \"CYB561D2\"            \"TMEM115\"             \"CACNA2D2\"           \n",
       " [3217] \"XXcos-LUCA11.4\"      \"C3orf18\"             \"HEMK1\"              \n",
       " [3220] \"CISH\"                \"MAPKAPK3\"            \"RP11-804H8.6\"       \n",
       " [3223] \"DOCK3\"               \"MANF\"                \"RBM15B\"             \n",
       " [3226] \"VPRBP\"               \"RAD54L2\"             \"TEX264\"             \n",
       " [3229] \"GRM2\"                \"RRP9\"                \"PARP3\"              \n",
       " [3232] \"PCBP4\"               \"ABHD14B\"             \"ABHD14A\"            \n",
       " [3235] \"ACY1\"                \"RPL29\"               \"DUSP7\"              \n",
       " [3238] \"POC1A\"               \"ALAS1\"               \"TLR9\"               \n",
       " [3241] \"TWF2\"                \"RP5-1157M23.2\"       \"PPM1M\"              \n",
       " [3244] \"WDR82\"               \"GLYCTK\"              \"DNAH1\"              \n",
       " [3247] \"BAP1\"                \"PHF7\"                \"TNNC1\"              \n",
       " [3250] \"NISCH\"               \"STAB1\"               \"NT5DC2\"             \n",
       " [3253] \"SMIM4\"               \"PBRM1\"               \"GNL3\"               \n",
       " [3256] \"GLT8D1\"              \"SPCS1\"               \"NEK4\"               \n",
       " [3259] \"ITIH1\"               \"ITIH4\"               \"RP5-966M1.6\"        \n",
       " [3262] \"TMEM110-MUSTN1\"      \"TMEM110\"             \"SFMBT1\"             \n",
       " [3265] \"RP11-894J14.5\"       \"RFT1\"                \"PRKCD\"              \n",
       " [3268] \"TKT\"                 \"DCP1A\"               \"CHDH\"               \n",
       " [3271] \"IL17RB\"              \"RP11-884K10.7\"       \"ACTR8\"              \n",
       " [3274] \"SELK\"                \"CACNA2D3\"            \"CCDC66\"             \n",
       " [3277] \"FAM208A\"             \"ARHGEF3\"             \"HESX1\"              \n",
       " [3280] \"APPL1\"               \"ASB14\"               \"PDE12\"              \n",
       " [3283] \"ARF4\"                \"RP11-755B10.4\"       \"DENND6A\"            \n",
       " [3286] \"RP11-755B10.2\"       \"RP11-755B10.3\"       \"SLMAP\"              \n",
       " [3289] \"FLNB\"                \"DNASE1L3\"            \"ABHD6\"              \n",
       " [3292] \"RPP14\"               \"PXK\"                 \"PDHB\"               \n",
       " [3295] \"RP11-802O23.3\"       \"RP11-359I18.5\"       \"KCTD6\"              \n",
       " [3298] \"ACOX2\"               \"FAM3D\"               \"C3orf67\"            \n",
       " [3301] \"FHIT\"                \"PTPRG\"               \"C3orf14\"            \n",
       " [3304] \"THOC7\"               \"ATXN7\"               \"PSMD6-AS2\"          \n",
       " [3307] \"RP11-245J9.5\"        \"PSMD6\"               \"RP11-245J9.4\"       \n",
       " [3310] \"RP11-245J9.6\"        \"SLC25A26\"            \"LRIG1\"              \n",
       " [3313] \"KBTBD8\"              \"SUCLG2\"              \"RP11-81N13.1\"       \n",
       " [3316] \"FAM19A1\"             \"EOGT\"                \"CTD-2013N24.2\"      \n",
       " [3319] \"TMF1\"                \"UBA3\"                \"ARL6IP5\"            \n",
       " [3322] \"LMOD3\"               \"FRMD4B\"              \"MITF\"               \n",
       " [3325] \"FOXP1\"               \"RP11-154H23.3\"       \"EIF4E3\"             \n",
       " [3328] \"GPR27\"               \"PROK2\"               \"LINC00877\"          \n",
       " [3331] \"RYBP\"                \"SHQ1\"                \"PPP4R2\"             \n",
       " [3334] \"EBLN2\"               \"RP11-803B1.8\"        \"ZNF717\"             \n",
       " [3337] \"ROBO1\"               \"GBE1\"                \"CHMP2B\"             \n",
       " [3340] \"CGGBP1\"              \"RP11-159G9.5\"        \"ZNF654\"             \n",
       " [3343] \"C3orf38\"             \"PROS1\"               \"ARL13B\"             \n",
       " [3346] \"DHFRL1\"              \"NSUN3\"               \"MTRNR2L12\"          \n",
       " [3349] \"ARL6\"                \"CRYBG3\"              \"CRYBG3-1\"           \n",
       " [3352] \"MINA\"                \"CLDND1\"              \"CPOX\"               \n",
       " [3355] \"GPR15\"               \"ST3GAL6\"             \"DCBLD2\"             \n",
       " [3358] \"RP11-383I23.2\"       \"CMSS1\"               \"FILIP1L\"            \n",
       " [3361] \"TBC1D23\"             \"NIT2\"                \"TOMM70A\"            \n",
       " [3364] \"LNP1\"                \"TFG\"                 \"IMPG2\"              \n",
       " [3367] \"SENP7\"               \"TRMT10C\"             \"PCNP\"               \n",
       " [3370] \"ZBTB11\"              \"ZBTB11-AS1\"          \"RPL24\"              \n",
       " [3373] \"CEP97\"               \"NXPE3\"               \"NFKBIZ\"             \n",
       " [3376] \"RP11-221J22.2\"       \"ALCAM\"               \"CBLB\"               \n",
       " [3379] \"LINC00883\"           \"BBX\"                 \"CD47\"               \n",
       " [3382] \"RP11-861A13.4\"       \"IFT57\"               \"HHLA2\"              \n",
       " [3385] \"KIAA1524\"            \"DZIP3\"               \"TRAT1\"              \n",
       " [3388] \"DPPA4\"               \"PVRL3\"               \"CD96\"               \n",
       " [3391] \"ZBED2\"               \"PLCXD2\"              \"PHLDB2\"             \n",
       " [3394] \"ABHD10\"              \"TMPRSS7\"             \"C3orf52\"            \n",
       " [3397] \"GCSAM\"               \"RP11-757F18.5\"       \"CD200\"              \n",
       " [3400] \"BTLA\"                \"ATG3\"                \"SLC35A5\"            \n",
       " [3403] \"CD200R1\"             \"RP11-484K9.4\"        \"GTPBP8\"             \n",
       " [3406] \"C3orf17\"             \"RP11-572M11.4\"       \"WDR52\"              \n",
       " [3409] \"SPICE1\"              \"SIDT1\"               \"SIDT1-AS1\"          \n",
       " [3412] \"KIAA2018\"            \"NAA50\"               \"ATP6V1A\"            \n",
       " [3415] \"GRAMD1C\"             \"ZDHHC23\"             \"KIAA1407\"           \n",
       " [3418] \"QTRTD1\"              \"RP11-553L6.2\"        \"ZNF80\"              \n",
       " [3421] \"TIGIT\"               \"RP11-553L6.5\"        \"ZBTB20\"             \n",
       " [3424] \"ZBTB20-AS1\"          \"ZBTB20-AS2\"          \"ZBTB20-AS4\"         \n",
       " [3427] \"RP11-190P13.2\"       \"B4GALT4\"             \"ARHGAP31\"           \n",
       " [3430] \"ARHGAP31-AS1\"        \"TMEM39A\"             \"POGLUT1\"            \n",
       " [3433] \"RP11-190C22.8\"       \"TIMMDC1\"             \"CD80\"               \n",
       " [3436] \"RP11-190C22.9\"       \"ADPRH\"               \"PLA1A\"              \n",
       " [3439] \"POPDC2\"              \"COX17\"               \"NR1I2\"              \n",
       " [3442] \"GSK3B\"               \"RP11-18H7.1\"         \"LRRC58\"             \n",
       " [3445] \"FSTL1\"               \"NDUFB4\"              \"HGD\"                \n",
       " [3448] \"RABL3\"               \"GTF2E1\"              \"POLQ\"               \n",
       " [3451] \"HCLS1\"               \"GOLGB1\"              \"IQCB1\"              \n",
       " [3454] \"EAF2\"                \"SLC15A2\"             \"ILDR1\"              \n",
       " [3457] \"CD86\"                \"CSTA\"                \"CCDC58\"             \n",
       " [3460] \"FAM162A\"             \"WDR5B\"               \"RP11-299J3.8\"       \n",
       " [3463] \"KPNA1\"               \"PARP9\"               \"DTX3L\"              \n",
       " [3466] \"PARP15\"              \"PARP14\"              \"HSPBAP1\"            \n",
       " [3469] \"DIRC2\"               \"RP11-67L2.2\"         \"PDIA5\"              \n",
       " [3472] \"SEC22A\"              \"PTPLB\"               \"MYLK-AS1\"           \n",
       " [3475] \"MYLK\"                \"CCDC14\"              \"KALRN\"              \n",
       " [3478] \"UMPS\"                \"ITGB5\"               \"HEG1\"               \n",
       " [3481] \"SLC12A8\"             \"ZNF148\"              \"SNX4\"               \n",
       " [3484] \"OSBPL11\"             \"RP11-379B18.5\"       \"RP11-666A20.4\"      \n",
       " [3487] \"ALG1L\"               \"SLC41A3\"             \"ZXDC\"               \n",
       " [3490] \"CHST13\"              \"TXNRD3\"              \"CHCHD6\"             \n",
       " [3493] \"PLXNA1\"              \"TPRA1\"               \"MCM2\"               \n",
       " [3496] \"PODXL2\"              \"ABTB1\"               \"MGLL\"               \n",
       " [3499] \"SEC61A1\"             \"RUVBL1\"              \"EEFSEC\"             \n",
       " [3502] \"GATA2\"               \"RP11-475N22.4\"       \"RPN1\"               \n",
       " [3505] \"RAB7A\"               \"RP11-723O4.9\"        \"ACAD9\"              \n",
       " [3508] \"KIAA1257\"            \"EFCC1\"               \"GP9\"                \n",
       " [3511] \"RAB43\"               \"RP11-434H6.6\"        \"ISY1\"               \n",
       " [3514] \"RP11-434H6.7\"        \"CNBP\"                \"COPG1\"              \n",
       " [3517] \"HMCES\"               \"H1FX\"                \"H1FX-AS1\"           \n",
       " [3520] \"MBD4\"                \"IFT122\"              \"PLXND1\"             \n",
       " [3523] \"TMCC1\"               \"TMCC1-AS1\"           \"RP11-93K22.13\"      \n",
       " [3526] \"RP11-77P16.4\"        \"PIK3R4\"              \"ATP2C1\"             \n",
       " [3529] \"ASTE1\"               \"NEK11\"               \"NUDT16\"             \n",
       " [3532] \"MRPL3\"               \"ACPP\"                \"DNAJC13\"            \n",
       " [3535] \"ACAD11\"              \"NPHP3\"               \"UBA5\"               \n",
       " [3538] \"BFSP2\"               \"BFSP2-AS1\"           \"CDV3\"               \n",
       " [3541] \"TOPBP1\"              \"SRPRB\"               \"RAB6B\"              \n",
       " [3544] \"RYK\"                 \"ANAPC13\"             \"CEP63\"              \n",
       " [3547] \"EPHB1\"               \"PPP2R3A\"             \"MSL2\"               \n",
       " [3550] \"PCCB\"                \"STAG1\"               \"RP11-102M11.2\"      \n",
       " [3553] \"SLC35G2\"             \"RP11-731C17.2\"       \"RP11-85F14.5\"       \n",
       " [3556] \"NCK1\"                \"IL20RB\"              \"DZIP1L\"             \n",
       " [3559] \"DBR1\"                \"ARMC8\"               \"NME9\"               \n",
       " [3562] \"MRAS\"                \"CEP70\"               \"FAIM\"               \n",
       " [3565] \"PIK3CB\"              \"MRPS22\"              \"COPB2\"              \n",
       " [3568] \"RP11-319G6.1\"        \"NMNAT3\"              \"SLC25A36\"           \n",
       " [3571] \"ACPL2\"               \"ZBTB38\"              \"RASA2\"              \n",
       " [3574] \"RNF7\"                \"ATP1B3\"              \"RP11-271K21.11\"     \n",
       " [3577] \"TFDP2\"               \"RP11-485G4.2\"        \"GK5\"                \n",
       " [3580] \"XRN1\"                \"ATR\"                 \"PLS1\"               \n",
       " [3583] \"TRPC1\"               \"U2SURP\"              \"RP11-91G21.1\"       \n",
       " [3586] \"CHST2\"               \"RP11-80H8.4\"         \"SLC9A9\"             \n",
       " [3589] \"C3orf58\"             \"PLOD2\"               \"PLSCR4\"             \n",
       " [3592] \"PLSCR2\"              \"PLSCR1\"              \"CPA3\"               \n",
       " [3595] \"GYG1\"                \"HLTF\"                \"HPS3\"               \n",
       " [3598] \"CP\"                  \"COMMD2\"              \"RNF13\"              \n",
       " [3601] \"PFN2\"                \"RP11-651P23.5\"       \"TSC22D2\"            \n",
       " [3604] \"SERP1\"               \"EIF2A\"               \"SELT\"               \n",
       " [3607] \"RP11-103G8.2\"        \"SIAH2\"               \"MED12L\"             \n",
       " [3610] \"GPR171\"              \"P2RY14\"              \"P2RY13\"             \n",
       " [3613] \"P2RY12\"              \"SUCNR1\"              \"RP11-246A10.1\"      \n",
       " [3616] \"MBNL1\"               \"MBNL1-AS1\"           \"TMEM14E\"            \n",
       " [3619] \"P2RY1\"               \"RP11-38P22.2\"        \"RAP2B\"              \n",
       " [3622] \"ARHGEF26\"            \"DHX36\"               \"MME\"                \n",
       " [3625] \"C3orf33\"             \"SLC33A1\"             \"GMPS\"               \n",
       " [3628] \"RP11-305K5.1\"        \"SSR3\"                \"TIPARP-AS1\"         \n",
       " [3631] \"TIPARP\"              \"LINC00886\"           \"LEKR1\"              \n",
       " [3634] \"LINC00880\"           \"RP11-6F2.5\"          \"LINC00881\"          \n",
       " [3637] \"CCNL1\"               \"VEPH1\"               \"PTX3\"               \n",
       " [3640] \"RSRC1\"               \"RP11-538P18.2\"       \"MLF1\"               \n",
       " [3643] \"GFM1\"                \"LXN\"                 \"RP11-379F4.6\"       \n",
       " [3646] \"MFSD1\"               \"RP11-379F4.9\"        \"IQCJ-SCHIP1\"        \n",
       " [3649] \"IL12A\"               \"IFT80\"               \"SMC4\"               \n",
       " [3652] \"TRIM59\"              \"KPNA4\"               \"RP11-16N11.2\"       \n",
       " [3655] \"PPM1L\"               \"B3GALNT1\"            \"NMD3\"               \n",
       " [3658] \"SPTSSB\"              \"SERPINI2\"            \"WDR49\"              \n",
       " [3661] \"PDCD10\"              \"SERPINI1\"            \"GOLIM4\"             \n",
       " [3664] \"MECOM\"               \"TERC\"                \"ACTRT3\"             \n",
       " [3667] \"MYNN\"                \"RP11-362K14.5\"       \"LRRC34\"             \n",
       " [3670] \"RP11-362K14.7\"       \"RP11-362K14.6\"       \"RP11-379K17.4\"      \n",
       " [3673] \"SEC62\"               \"GPR160\"              \"PHC3\"               \n",
       " [3676] \"RP11-379K17.12\"      \"PRKCI\"               \"SKIL\"               \n",
       " [3679] \"RPL22L1\"             \"EIF5A2\"              \"TNIK\"               \n",
       " [3682] \"RP11-185E8.1\"        \"PLD1\"                \"PP13439\"            \n",
       " [3685] \"FNDC3B\"              \"TNFSF10\"             \"NCEH1\"              \n",
       " [3688] \"ECT2\"                \"RP11-255G21.1\"       \"TBL1XR1\"            \n",
       " [3691] \"ZMAT3\"               \"PIK3CA\"              \"KCNMB3\"             \n",
       " [3694] \"ZNF639\"              \"RP11-255C15.4\"       \"MFN1\"               \n",
       " [3697] \"RP11-145M9.4\"        \"AC007620.3\"          \"GNB4\"               \n",
       " [3700] \"ACTL6A\"              \"MRPL47\"              \"NDUFB5\"             \n",
       " [3703] \"USP13\"               \"TTC14\"               \"CCDC39\"             \n",
       " [3706] \"FXR1\"                \"DNAJC19\"             \"ATP11B\"             \n",
       " [3709] \"DCUN1D1\"             \"MCCC1\"               \"LAMP3\"              \n",
       " [3712] \"MCF2L2\"              \"B3GNT5\"              \"KLHL6\"              \n",
       " [3715] \"KLHL6-AS1\"           \"KLHL24\"              \"YEATS2\"             \n",
       " [3718] \"MAP6D1\"              \"PARL\"                \"ABCC5\"              \n",
       " [3721] \"RP11-778D9.12\"       \"EIF2B5\"              \"DVL3\"               \n",
       " [3724] \"AP2M1\"               \"ABCF3\"               \"ALG3\"               \n",
       " [3727] \"ECE2\"                \"PSMD2\"               \"EIF4G1\"             \n",
       " [3730] \"FAM131A\"             \"CLCN2\"               \"POLR2H\"             \n",
       " [3733] \"EPHB3\"               \"MAGEF1\"              \"VPS8\"               \n",
       " [3736] \"EHHADH\"              \"MAP3K13\"             \"TMEM41A\"            \n",
       " [3739] \"SENP2\"               \"IGF2BP2\"             \"TRA2B\"              \n",
       " [3742] \"ETV5\"                \"DGKG\"                \"CRYGS\"              \n",
       " [3745] \"TBCCD1\"              \"DNAJB11\"             \"RP11-573D15.8\"      \n",
       " [3748] \"RP11-573D15.9\"       \"EIF4A2\"              \"RFC4\"               \n",
       " [3751] \"RP11-573D15.2\"       \"ST6GAL1\"             \"RPL39L\"             \n",
       " [3754] \"RTP4\"                \"RP11-211G3.3\"        \"BCL6\"               \n",
       " [3757] \"RP11-211G3.2\"        \"LPP-AS2\"             \"LPP\"                \n",
       " [3760] \"AC022498.1\"          \"TPRG1-AS1\"           \"TPRG1\"              \n",
       " [3763] \"LEPREL1\"             \"IL1RAP\"              \"OSTN-AS1\"           \n",
       " [3766] \"CCDC50\"              \"MB21D2\"              \"HRASLS\"             \n",
       " [3769] \"ATP13A4\"             \"OPA1\"                \"HES1\"               \n",
       " [3772] \"GP5\"                 \"ATP13A3\"             \"LINC00884\"          \n",
       " [3775] \"TMEM44-AS1\"          \"TMEM44\"              \"LSG1\"               \n",
       " [3778] \"FAM43A\"              \"XXYLT1\"              \"XXYLT1-AS2\"         \n",
       " [3781] \"ACAP2\"               \"PPP1R2\"              \"AC091633.3\"         \n",
       " [3784] \"RP11-141C7.4\"        \"AC069513.4\"          \"LINC00969\"          \n",
       " [3787] \"MUC20\"               \"TNK2\"                \"TNK2-AS1\"           \n",
       " [3790] \"AC124944.3\"          \"RP11-480A16.1\"       \"TFRC\"               \n",
       " [3793] \"LINC00885\"           \"ZDHHC19\"             \"SLC51A\"             \n",
       " [3796] \"PCYT1A\"              \"TCTEX1D2\"            \"TM4SF19\"            \n",
       " [3799] \"TM4SF19-AS1\"         \"TM4SF19-1\"           \"UBXN7\"              \n",
       " [3802] \"UBXN7-AS1\"           \"RNF168\"              \"WDR53\"              \n",
       " [3805] \"FBXO45\"              \"LINC01063\"           \"NRROS\"              \n",
       " [3808] \"PIGX\"                \"CEP19\"               \"PAK2\"               \n",
       " [3811] \"SENP5\"               \"NCBP2\"               \"NCBP2-AS2\"          \n",
       " [3814] \"PIGZ\"                \"MFI2\"                \"MFI2-AS1\"           \n",
       " [3817] \"DLG1\"                \"RP13-616I3.1\"        \"BDH1\"               \n",
       " [3820] \"KIAA0226\"            \"FYTTD1\"              \"LRCH3\"              \n",
       " [3823] \"IQCG\"                \"RPL35A\"              \"LMLN\"               \n",
       " [3826] \"FAM157A\"             \"ZNF595\"              \"ZNF718\"             \n",
       " [3829] \"ZNF141\"              \"ZNF721\"              \"PIGG\"               \n",
       " [3832] \"PDE6B\"               \"RP11-1191J2.5\"       \"ATP5I\"              \n",
       " [3835] \"MYL5\"                \"MFSD7\"               \"PCGF3\"              \n",
       " [3838] \"RP11-440L14.4\"       \"RP11-440L14.1\"       \"CPLX1\"              \n",
       " [3841] \"GAK\"                 \"TMEM175\"             \"DGKQ\"               \n",
       " [3844] \"SLC26A1\"             \"IDUA\"                \"FGFRL1\"             \n",
       " [3847] \"RNF212\"              \"SPON2\"               \"RP11-20I20.4\"       \n",
       " [3850] \"CTBP1\"               \"CTBP1-AS2\"           \"MAEA\"               \n",
       " [3853] \"UVSSA\"               \"CRIPAK\"              \"RP11-1398P2.1\"      \n",
       " [3856] \"FAM53A\"              \"SLBP\"                \"RP11-572O17.1\"      \n",
       " [3859] \"TMEM129\"             \"TACC3\"               \"LETM1\"              \n",
       " [3862] \"WHSC1\"               \"NELFA\"               \"C4orf48\"            \n",
       " [3865] \"POLN\"                \"HAUS3\"               \"MXD4\"               \n",
       " [3868] \"ZFYVE28\"             \"RP11-503N18.1\"       \"RNF4\"               \n",
       " [3871] \"FAM193A\"             \"TNIP2\"               \"SH3BP2\"             \n",
       " [3874] \"ADD1\"                \"MFSD10\"              \"NOP14-AS1\"          \n",
       " [3877] \"NOP14\"               \"GRK4\"                \"HTT\"                \n",
       " [3880] \"MSANTD1\"             \"RGS12\"               \"DOK7\"               \n",
       " [3883] \"LRPAP1\"              \"TMEM128\"             \"LYAR\"               \n",
       " [3886] \"ZBTB49\"              \"NSG1\"                \"STX18\"              \n",
       " [3889] \"STX18-AS1\"           \"CYTL1\"               \"STK32B\"             \n",
       " [3892] \"EVC2\"                \"JAKMIP1\"             \"WFS1\"               \n",
       " [3895] \"MAN2B2\"              \"MRFAP1\"              \"RP11-539L10.3\"      \n",
       " [3898] \"AC093323.3\"          \"RP11-539L10.2\"       \"S100P\"              \n",
       " [3901] \"MRFAP1L1\"            \"BLOC1S4\"             \"KIAA0232\"           \n",
       " [3904] \"TBC1D14\"             \"RP11-367J11.2\"       \"CCDC96\"             \n",
       " [3907] \"TADA2B\"              \"GRPEL1\"              \"RP11-367J11.3\"      \n",
       " [3910] \"SORCS2\"              \"AFAP1\"               \"ABLIM2\"             \n",
       " [3913] \"SH3TC1\"              \"RP11-774O3.3\"        \"ACOX3\"              \n",
       " [3916] \"TRMT44\"              \"SLC2A9\"              \"WDR1\"               \n",
       " [3919] \"ZNF518B\"             \"CLNK\"                \"HS3ST1\"             \n",
       " [3922] \"RAB28\"               \"BOD1L1\"              \"RP11-669M16.1\"      \n",
       " [3925] \"LINC00504\"           \"CPEB2-AS1\"           \"CPEB2\"              \n",
       " [3928] \"RP11-665G4.1\"        \"CC2D2A\"              \"FBXL5\"              \n",
       " [3931] \"FAM200B\"             \"BST1\"                \"CD38\"               \n",
       " [3934] \"FGFBP2\"              \"TAPT1\"               \"TAPT1-AS1\"          \n",
       " [3937] \"LDB2\"                \"QDPR\"                \"LAP3\"               \n",
       " [3940] \"MED28\"               \"FAM184B\"             \"DCAF16\"             \n",
       " [3943] \"NCAPG\"               \"LCORL\"               \"PACRGL\"             \n",
       " [3946] \"GPR125\"              \"DHX15\"               \"CCDC149\"            \n",
       " [3949] \"SEPSECS\"             \"PI4K2B\"              \"ZCCHC4\"             \n",
       " [3952] \"ANAPC4\"              \"SEL1L3\"              \"SMIM20\"             \n",
       " [3955] \"RP13-494C23.1\"       \"RBPJ\"                \"TBC1D19\"            \n",
       " [3958] \"STIM2\"               \"RP11-293A21.1\"       \"ARAP2\"              \n",
       " [3961] \"RP11-431M7.3\"        \"DTHD1\"               \"RP11-36B15.1\"       \n",
       " [3964] \"RELL1\"               \"PGM2\"                \"TBC1D1\"             \n",
       " [3967] \"PTTG2\"               \"RP11-83C7.1\"         \"RP11-617D20.1\"      \n",
       " [3970] \"AC021860.1\"          \"KLF3\"                \"TLR10\"              \n",
       " [3973] \"TLR1\"                \"TLR6\"                \"FAM114A1\"           \n",
       " [3976] \"TMEM156\"             \"KLHL5\"               \"RP11-360F5.3\"       \n",
       " [3979] \"WDR19\"               \"RFC1\"                \"KLB\"                \n",
       " [3982] \"RPL9\"                \"LIAS\"                \"UGDH\"               \n",
       " [3985] \"UGDH-AS1\"            \"SMIM14\"              \"RP11-539G18.2\"      \n",
       " [3988] \"UBE2K\"               \"PDS5A\"               \"N4BP2\"              \n",
       " [3991] \"RHOH\"                \"AC195454.1\"          \"RBM47\"              \n",
       " [3994] \"NSUN7\"               \"APBB2\"               \"UCHL1\"              \n",
       " [3997] \"LIMCH1\"              \"TMEM33\"              \"RP11-814H16.2\"      \n",
       " [4000] \"SLC30A9\"             \"BEND4\"               \"ATP8A1\"             \n",
       " [4003] \"GUF1\"                \"GNPDA2\"              \"RP11-700J17.1\"      \n",
       " [4006] \"RP11-700J17.2\"       \"COMMD8\"              \"ATP10D\"             \n",
       " [4009] \"RP11-121C2.2\"        \"NFXL1\"               \"TXK\"                \n",
       " [4012] \"TEC\"                 \"SLAIN2\"              \"FRYL\"               \n",
       " [4015] \"OCIAD1\"              \"OCIAD2\"              \"DCUN1D4\"            \n",
       " [4018] \"SGCB\"                \"USP46\"               \"USP46-AS1\"          \n",
       " [4021] \"RASL11B\"             \"SCFD2\"               \"FIP1L1\"             \n",
       " [4024] \"LNX1\"                \"RP11-571I18.4\"       \"CHIC2\"              \n",
       " [4027] \"PDGFRA\"              \"KIT\"                 \"SRD5A3\"             \n",
       " [4030] \"TMEM165\"             \"CLOCK\"               \"RP11-528I4.2\"       \n",
       " [4033] \"NMU\"                 \"EXOC1\"               \"CEP135\"             \n",
       " [4036] \"AASDH\"               \"RP11-646I6.5\"        \"PPAT\"               \n",
       " [4039] \"AC068620.1\"          \"PAICS\"               \"SRP72\"              \n",
       " [4042] \"HOPX\"                \"SPINK2\"              \"REST\"               \n",
       " [4045] \"NOA1\"                \"POLR2B\"              \"IGFBP7\"             \n",
       " [4048] \"RP11-798L4.1\"        \"RP11-584P21.2\"       \"CENPC\"              \n",
       " [4051] \"STAP1\"               \"UBA6\"                \"UBA6-AS1\"           \n",
       " [4054] \"YTHDC1\"              \"TMPRSS11E\"           \"UGT2B17\"            \n",
       " [4057] \"SULT1B1\"             \"IGJ\"                 \"UTP3\"               \n",
       " [4060] \"RP11-46J23.1\"        \"RUFY3\"               \"GRSF1\"              \n",
       " [4063] \"MOB1B\"               \"DCK\"                 \"SLC4A4\"             \n",
       " [4066] \"RP11-352E8.2\"        \"COX18\"               \"ANKRD17\"            \n",
       " [4069] \"RP11-692D12.1\"       \"RASSF6\"              \"IL8\"                \n",
       " [4072] \"PF4V1\"               \"CXCL1\"               \"PF4\"                \n",
       " [4075] \"PPBP\"                \"CXCL5\"               \"CXCL3\"              \n",
       " [4078] \"CXCL2\"               \"MTHFD2L\"             \"EREG\"               \n",
       " [4081] \"AREG\"                \"PARM1\"               \"RCHY1\"              \n",
       " [4084] \"THAP6\"               \"G3BP2\"               \"USO1\"               \n",
       " [4087] \"NAAA\"                \"SDAD1\"               \"CXCL9\"              \n",
       " [4090] \"CXCL10\"              \"CXCL11\"              \"NUP54\"              \n",
       " [4093] \"SCARB2\"              \"FAM47E\"              \"FAM47E-STBD1\"       \n",
       " [4096] \"SEPT11\"              \"CCNI\"                \"CCNG2\"              \n",
       " [4099] \"CNOT6L\"              \"MRPL1\"               \"ANXA3\"              \n",
       " [4102] \"LINC01094\"           \"RP11-109G23.3\"       \"BMP2K\"              \n",
       " [4105] \"PAQR3\"               \"LINC01088\"           \"LINC00989\"          \n",
       " [4108] \"ANTXR2\"              \"PRDM8\"               \"BMP3\"               \n",
       " [4111] \"PRKG2\"               \"RASGEF1B\"            \"RP11-127B20.2\"      \n",
       " [4114] \"HNRNPD\"              \"RP11-127B20.3\"       \"HNRNPDL\"            \n",
       " [4117] \"ENOPH1\"              \"SCD5\"                \"SEC31A\"             \n",
       " [4120] \"THAP9-AS1\"           \"THAP9\"               \"LIN54\"              \n",
       " [4123] \"COPS4\"               \"PLAC8\"               \"RP11-576N17.5\"      \n",
       " [4126] \"COQ2\"                \"HPSE\"                \"HELQ\"               \n",
       " [4129] \"MRPS18C\"             \"FAM175A\"             \"AGPAT9\"             \n",
       " [4132] \"NKX6-1\"              \"CDS1\"                \"WDFY3\"              \n",
       " [4135] \"ARHGAP24\"            \"PTPN13\"              \"C4orf36\"            \n",
       " [4138] \"AFF1\"                \"KLHL8\"               \"HSD17B11\"           \n",
       " [4141] \"NUDT9\"               \"PKD2\"                \"ABCG2\"              \n",
       " [4144] \"PPM1K\"               \"RP11-10L7.1\"         \"HERC6\"              \n",
       " [4147] \"HERC5\"               \"PYURF\"               \"HERC3\"              \n",
       " [4150] \"NAP1L5\"              \"FAM13A-AS1\"          \"FAM13A\"             \n",
       " [4153] \"RP11-84C13.1\"        \"TIGD2\"               \"GPRIN3\"             \n",
       " [4156] \"SNCA\"                \"MMRN1\"               \"CCSER1\"             \n",
       " [4159] \"SMARCAD1\"            \"HPGDS\"               \"PDLIM5\"             \n",
       " [4162] \"UNC5C\"               \"RP11-710C12.1\"       \"STPG2\"              \n",
       " [4165] \"RP11-323J4.1\"        \"RAP1GDS1\"            \"TSPAN5\"             \n",
       " [4168] \"RP11-1299A16.3\"      \"EIF4E\"               \"METAP1\"             \n",
       " [4171] \"RP11-571L19.8\"       \"ADH5\"                \"RP11-696N14.1\"      \n",
       " [4174] \"TRMT10A\"             \"DAPP1\"               \"LAMTOR3\"            \n",
       " [4177] \"DNAJB14\"             \"H2AFZ\"               \"PPP3CA\"             \n",
       " [4180] \"AP001816.1\"          \"BANK1\"               \"SLC39A8\"            \n",
       " [4183] \"RP11-499E18.1\"       \"AF213884.2\"          \"NFKB1\"              \n",
       " [4186] \"MANBA\"               \"UBE2D3\"              \"RP11-10L12.4\"       \n",
       " [4189] \"CISD2\"               \"SLC9B1\"              \"SLC9B2\"             \n",
       " [4192] \"BDH2\"                \"CENPE\"               \"CXXC4\"              \n",
       " [4195] \"AC004069.2\"          \"TET2\"                \"PPA2\"               \n",
       " [4198] \"INTS12\"              \"GSTCD\"               \"TBCK\"               \n",
       " [4201] \"AIMP1\"               \"PAPSS1\"              \"SGMS2\"              \n",
       " [4204] \"CYP2U1\"              \"RP11-286E11.2\"       \"HADH\"               \n",
       " [4207] \"LEF1\"                \"RPL34-AS1\"           \"RPL34\"              \n",
       " [4210] \"OSTC\"                \"SEC24B-AS1\"          \"SEC24B\"             \n",
       " [4213] \"CCDC109B\"            \"CASP6\"               \"AC004067.5\"         \n",
       " [4216] \"PLA2G12A\"            \"RP11-602N24.3\"       \"GAR1\"               \n",
       " [4219] \"EGF\"                 \"ELOVL6\"              \"C4orf32\"            \n",
       " [4222] \"RP11-73K9.2\"         \"AP1AR\"               \"TIFA\"               \n",
       " [4225] \"ALPK1\"               \"C4orf21\"             \"LARP7\"              \n",
       " [4228] \"MIR302B\"             \"CAMK2D\"              \"ARSJ\"               \n",
       " [4231] \"UGT8\"                \"SNHG8\"               \"PRSS12\"             \n",
       " [4234] \"RP11-384K6.6\"        \"METTL14\"             \"SEC24D\"             \n",
       " [4237] \"RP11-21I10.2\"        \"USP53\"               \"C4orf3\"             \n",
       " [4240] \"PDE5A\"               \"MAD2L1\"              \"RP11-679C8.2\"       \n",
       " [4243] \"PRDM5\"               \"TNIP3\"               \"ANXA5\"              \n",
       " [4246] \"TMEM155\"             \"EXOSC9\"              \"CCNA2\"              \n",
       " [4249] \"BBS7\"                \"KIAA1109\"            \"BBS12\"              \n",
       " [4252] \"NUDT6\"               \"SPATA5\"              \"SPRY1\"              \n",
       " [4255] \"ANKRD50\"             \"HSPA4L\"              \"PLK4\"               \n",
       " [4258] \"MFSD8\"               \"C4orf29\"             \"LARP1B\"             \n",
       " [4261] \"PGRMC2\"              \"JADE1\"               \"SCLT1\"              \n",
       " [4264] \"C4orf33\"             \"RP11-1E22.1\"         \"SLC7A11\"            \n",
       " [4267] \"CCRN4L\"              \"ELF2\"                \"MGARP\"              \n",
       " [4270] \"NDUFC1\"              \"NAA15\"               \"RP11-83A24.2\"       \n",
       " [4273] \"RAB33B\"              \"SETD7\"               \"RP11-342I1.2\"       \n",
       " [4276] \"MGST2\"               \"MAML3\"               \"SCOC\"               \n",
       " [4279] \"RP11-425I13.3\"       \"CLGN\"                \"ELMOD2\"             \n",
       " [4282] \"TBC1D9\"              \"RP11-102N12.3\"       \"ZNF330\"             \n",
       " [4285] \"RP11-362F19.1\"       \"RP11-362F19.3\"       \"IL15\"               \n",
       " [4288] \"INPP4B\"              \"RP11-223C24.1\"       \"RP11-284M14.1\"      \n",
       " [4291] \"USP38\"               \"GAB1\"                \"SMARCA5\"            \n",
       " [4294] \"SMARCA5-AS1\"         \"GYPE\"                \"RP11-673E1.1\"       \n",
       " [4297] \"HHIP-AS1\"            \"ANAPC10\"             \"ABCE1\"              \n",
       " [4300] \"OTUD4\"               \"SMAD1\"               \"MMAA\"               \n",
       " [4303] \"ZNF827\"              \"LSM6\"                \"SLC10A7\"            \n",
       " [4306] \"TMEM184C\"            \"PRMT10\"              \"ARHGAP10\"           \n",
       " [4309] \"NR3C2\"               \"DCLK2\"               \"LRBA\"               \n",
       " [4312] \"RPS3A\"               \"SH3D19\"              \"RP11-372K14.2\"      \n",
       " [4315] \"PET112\"              \"RP11-73G16.2\"        \"RP11-18H21.1\"       \n",
       " [4318] \"FBXW7\"               \"MIR4453\"             \"TMEM154\"            \n",
       " [4321] \"TIGD4\"               \"ARFIP1\"              \"FHDC1\"              \n",
       " [4324] \"TRIM2\"               \"MND1\"                \"KIAA0922\"           \n",
       " [4327] \"TLR2\"                \"RNF175\"              \"DCHS2\"              \n",
       " [4330] \"PLRG1\"               \"LRAT\"                \"AC097467.2\"         \n",
       " [4333] \"MAP9\"                \"GUCY1A3\"             \"GUCY1B3\"            \n",
       " [4336] \"CTSO\"                \"PDGFC\"               \"FAM198B\"            \n",
       " [4339] \"RP11-597D13.9\"       \"TMEM144\"             \"C4orf46\"            \n",
       " [4342] \"ETFDH\"               \"PPID\"                \"FNIP2\"              \n",
       " [4345] \"RAPGEF2\"             \"NAF1\"                \"TMA16\"              \n",
       " [4348] \"MARCH1\"              \"RP11-218F10.3\"       \"TRIM61\"             \n",
       " [4351] \"FAM218A\"             \"TRIM60\"              \"TMEM192\"            \n",
       " [4354] \"KLHL2\"               \"MSMO1\"               \"CPE\"                \n",
       " [4357] \"SPOCK3\"              \"DDX60\"               \"DDX60L\"             \n",
       " [4360] \"PALLD\"               \"CBR4\"                \"SH3RF1\"             \n",
       " [4363] \"NEK1\"                \"CLCN3\"               \"C4orf27\"            \n",
       " [4366] \"MFAP3L\"              \"GALNTL6\"             \"RP11-10K16.1\"       \n",
       " [4369] \"GALNT7\"              \"HMGB2\"               \"RP11-798M19.6\"      \n",
       " [4372] \"SAP30\"               \"SCRG1\"               \"FBXO8\"              \n",
       " [4375] \"CEP44\"               \"HPGD\"                \"RP11-440I14.2\"      \n",
       " [4378] \"GLRA3\"               \"GPM6A\"               \"WDR17\"              \n",
       " [4381] \"SPCS3\"               \"NEIL3\"               \"AGA\"                \n",
       " [4384] \"RP11-130F10.1\"       \"DCTD\"                \"WWC2-AS2\"           \n",
       " [4387] \"WWC2\"                \"CDKN2AIP\"            \"RP11-367N14.2\"      \n",
       " [4390] \"ING2\"                \"RWDD4\"               \"TRAPPC11\"           \n",
       " [4393] \"ENPP6\"               \"RP11-290F5.1\"        \"IRF2\"               \n",
       " [4396] \"RP11-326I11.3\"       \"CASP3\"               \"PRIMPOL\"            \n",
       " [4399] \"CENPU\"               \"ACSL1\"               \"RP11-701P16.2\"      \n",
       " [4402] \"RP11-701P16.5\"       \"SLC25A4\"             \"KIAA1430\"           \n",
       " [4405] \"SNX25\"               \"LRP2BP\"              \"ANKRD37\"            \n",
       " [4408] \"UFSP2\"               \"C4orf47\"             \"CCDC110\"            \n",
       " [4411] \"RP11-279O9.4\"        \"SORBS2\"              \"TLR3\"               \n",
       " [4414] \"FAM149A\"             \"AC110771.1\"          \"CYP4V2\"             \n",
       " [4417] \"RP11-138B4.1\"        \"AF146191.4\"          \"FRG1\"               \n",
       " [4420] \"CCDC127\"             \"SDHA\"                \"PDCD6\"              \n",
       " [4423] \"AHRR\"                \"C5orf55\"             \"EXOC3\"              \n",
       " [4426] \"CTD-2228K2.5\"        \"CEP72\"               \"TPPP\"               \n",
       " [4429] \"AC026740.1\"          \"ZDHHC11\"             \"ZDHHC11B\"           \n",
       " [4432] \"BRD9\"                \"TRIP13\"              \"SLC12A7\"            \n",
       " [4435] \"CLPTM1L\"             \"LPCAT1\"              \"CTD-2012J19.3\"      \n",
       " [4438] \"MRPL36\"              \"NDUFS6\"              \"KIAA0947\"           \n",
       " [4441] \"CTD-2324F15.2\"       \"MED10\"               \"NSUN2\"              \n",
       " [4444] \"SRD5A1\"              \"CTD-2044J15.2\"       \"PAPD7\"              \n",
       " [4447] \"MTRR\"                \"FASTKD3\"             \"RP11-480D4.6\"       \n",
       " [4450] \"MIR4458HG\"           \"SEMA5A\"              \"SNHG18\"             \n",
       " [4453] \"FAM173B\"             \"CTD-2256P15.1\"       \"CCT5\"               \n",
       " [4456] \"CTD-2256P15.4\"       \"CMBL\"                \"CTD-2256P15.2\"      \n",
       " [4459] \"MARCH6\"              \"ROPN1L\"              \"RP11-1C1.7\"         \n",
       " [4462] \"RP11-215G15.5\"       \"DAP\"                 \"TRIO\"               \n",
       " [4465] \"FAM105A\"             \"CTD-2165H16.4\"       \"FAM105B\"            \n",
       " [4468] \"ANKH\"                \"CTB-40H15.4\"         \"ZNF622\"             \n",
       " [4471] \"FAM134B\"             \"RP11-260E18.1\"       \"MYO10\"              \n",
       " [4474] \"BASP1\"               \"CTD-2023M8.1\"        \"DROSHA\"             \n",
       " [4477] \"C5orf22\"             \"PDZD2\"               \"CTD-2152M20.2\"      \n",
       " [4480] \"GOLPH3\"              \"CTD-2186M15.3\"       \"MTMR12\"             \n",
       " [4483] \"ZFR\"                 \"SUB1\"                \"NPR3\"               \n",
       " [4486] \"CTD-2203K17.1\"       \"TARS\"                \"AMACR\"              \n",
       " [4489] \"C1QTNF3\"             \"RP11-1250I15.3\"      \"RAI14\"              \n",
       " [4492] \"CTD-2517O10.6\"       \"RAD1\"                \"BRIX1\"              \n",
       " [4495] \"DNAJC21\"             \"PRLR\"                \"SPEF2\"              \n",
       " [4498] \"IL7R\"                \"LMBRD2\"              \"SKP2\"               \n",
       " [4501] \"NADK2\"               \"SLC1A3\"              \"CTD-2353F22.1\"      \n",
       " [4504] \"NIPBL\"               \"C5orf42\"             \"NUP155\"             \n",
       " [4507] \"WDR70\"               \"RICTOR\"              \"FYB\"                \n",
       " [4510] \"AC008964.1\"          \"DAB2\"                \"PTGER4\"             \n",
       " [4513] \"TTC33\"               \"PRKAA1\"              \"RPL37\"              \n",
       " [4516] \"CARD6\"               \"OXCT1\"               \"C5orf51\"            \n",
       " [4519] \"FBXO4\"               \"CCDC152\"             \"SEPP1\"              \n",
       " [4522] \"CTD-2201E18.5\"       \"CTD-2035E11.3\"       \"CTD-2035E11.4\"      \n",
       " [4525] \"ANXA2R\"              \"AC025171.1\"          \"CTD-2035E11.5\"      \n",
       " [4528] \"ZNF131\"              \"NIM1K\"               \"CTD-2636A23.2\"      \n",
       " [4531] \"HMGCS1\"              \"CCL28\"               \"C5orf28\"            \n",
       " [4534] \"C5orf34\"             \"PAIP1\"               \"NNT-AS1\"            \n",
       " [4537] \"NNT\"                 \"RP11-53O19.1\"        \"MRPS30\"             \n",
       " [4540] \"RP11-53O19.3\"        \"EMB\"                 \"PARP8\"              \n",
       " [4543] \"ITGA1\"               \"PELO\"                \"ITGA2\"              \n",
       " [4546] \"MOCS2\"               \"CTD-2366F13.1\"       \"NDUFS4\"             \n",
       " [4549] \"CTD-2081C10.7\"       \"ARL15\"               \"SNX18\"              \n",
       " [4552] \"ESM1\"                \"GZMK\"                \"GZMA\"               \n",
       " [4555] \"DHX29\"               \"SKIV2L2\"             \"PPAP2A\"             \n",
       " [4558] \"SLC38A9\"             \"IL31RA\"              \"IL6ST\"              \n",
       " [4561] \"CTD-2031P19.5\"       \"CTD-2031P19.3\"       \"CTD-2227I18.1\"      \n",
       " [4564] \"ANKRD55\"             \"MAP3K1\"              \"AC008937.2\"         \n",
       " [4567] \"SETD9\"               \"MIER3\"               \"CTD-2310F14.1\"      \n",
       " [4570] \"GPBP1\"               \"PLK2\"                \"GAPT\"               \n",
       " [4573] \"RAB3C\"               \"PDE4D\"               \"RP11-266N13.2\"      \n",
       " [4576] \"PART1\"               \"DEPDC1B\"             \"ELOVL7\"             \n",
       " [4579] \"RP11-231G3.1\"        \"ERCC8\"               \"NDUFAF2\"            \n",
       " [4582] \"SMIM15\"              \"ZSWIM6\"              \"KIF2A\"              \n",
       " [4585] \"DIMT1\"               \"IPO11\"               \"SREK1IP1\"           \n",
       " [4588] \"CWC27\"               \"ADAMTS6\"             \"CTD-2116N20.1\"      \n",
       " [4591] \"CENPK\"               \"PPWD1\"               \"TRIM23\"             \n",
       " [4594] \"TRAPPC13\"            \"CTC-534A2.2\"         \"SGTB\"               \n",
       " [4597] \"NLN\"                 \"CTD-2033C11.1\"       \"ERBB2IP\"            \n",
       " [4600] \"SREK1\"               \"MAST4\"               \"MAST4-AS1\"          \n",
       " [4603] \"CTD-2306M10.1\"       \"CD180\"               \"PIK3R1\"             \n",
       " [4606] \"CTC-537E7.3\"         \"SLC30A5\"             \"CTC-498J12.3\"       \n",
       " [4609] \"CCNB1\"               \"CENPH\"               \"MRPS36\"             \n",
       " [4612] \"CDK7\"                \"CCDC125\"             \"TAF9\"               \n",
       " [4615] \"RAD17\"               \"MARVELD2\"            \"GTF2H2C\"            \n",
       " [4618] \"SMN2\"                \"SMN1\"                \"NAIP\"               \n",
       " [4621] \"GTF2H2\"              \"BDP1\"                \"MCCC2\"              \n",
       " [4624] \"MAP1B\"               \"MRPS27\"              \"PTCD2\"              \n",
       " [4627] \"CTC-365E16.1\"        \"RP11-389C8.3\"        \"ZNF366\"             \n",
       " [4630] \"TNPO1\"               \"FCHO2\"               \"TMEM171\"            \n",
       " [4633] \"RP11-79P5.9\"         \"BTF3\"                \"ANKRA2\"             \n",
       " [4636] \"UTP15\"               \"ARHGEF28\"            \"ENC1\"               \n",
       " [4639] \"HEXB\"                \"GFM2\"                \"NSA2\"               \n",
       " [4642] \"FAM169A\"             \"CTD-2377O17.1\"       \"GCNT4\"              \n",
       " [4645] \"RP11-229C3.2\"        \"ANKRD31\"             \"HMGCR\"              \n",
       " [4648] \"COL4A3BP\"            \"POLK\"                \"CTC-366B18.2\"       \n",
       " [4651] \"CTC-366B18.4\"        \"ANKDD1B\"             \"POC5\"               \n",
       " [4654] \"RP11-466P24.6\"       \"IQGAP2\"              \"CTD-2236F14.1\"      \n",
       " [4657] \"F2RL2\"               \"F2R\"                 \"F2RL1\"              \n",
       " [4660] \"S100Z\"               \"CRHBP\"               \"AGGF1\"              \n",
       " [4663] \"ZBED3\"               \"ZBED3-AS1\"           \"PDE8B\"              \n",
       " [4666] \"WDR41\"               \"TBCA\"                \"AP3B1\"              \n",
       " [4669] \"CTD-2037K23.2\"       \"SCAMP1\"              \"LHFPL2\"             \n",
       " [4672] \"ARSB\"                \"DMGDH\"               \"JMY\"                \n",
       " [4675] \"HOMER1\"              \"PAPD4\"               \"MTX3\"               \n",
       " [4678] \"CTD-2201I18.1\"       \"SERINC5\"             \"ZFYVE16\"            \n",
       " [4681] \"CTD-2015H6.3\"        \"FAM151B\"             \"DHFR\"               \n",
       " [4684] \"CTC-325J23.2\"        \"MSH3\"                \"CTC-459I6.1\"        \n",
       " [4687] \"RASGRF2\"             \"CKMT2-AS1\"           \"ZCCHC9\"             \n",
       " [4690] \"SSBP2\"               \"ATG10\"               \"RPS23\"              \n",
       " [4693] \"ATP6AP1L\"            \"RP11-343L5.2\"        \"TMEM167A\"           \n",
       " [4696] \"XRCC4\"               \"VCAN\"                \"COX7C\"              \n",
       " [4699] \"RASA1\"               \"CTC-428H11.2\"        \"CCNH\"               \n",
       " [4702] \"TMEM161B\"            \"TMEM161B-AS1\"        \"MEF2C\"              \n",
       " [4705] \"MEF2C-AS1\"           \"CETN3\"               \"MBLAC2\"             \n",
       " [4708] \"POLR3G\"              \"LYSMD3\"              \"GPR98\"              \n",
       " [4711] \"RP11-213H15.1\"       \"LUCAT1\"              \"ARRDC3\"             \n",
       " [4714] \"FAM172A\"             \"POU5F2\"              \"RP11-185E12.2\"      \n",
       " [4717] \"KIAA0825\"            \"ANKRD32\"             \"MCTP1\"              \n",
       " [4720] \"FAM81B\"              \"TTC37\"               \"ARSK\"               \n",
       " [4723] \"GPR150\"              \"RFESD\"               \"SPATA9\"             \n",
       " [4726] \"RHOBTB3\"             \"GLRX\"                \"C5orf27\"            \n",
       " [4729] \"ELL2\"                \"CAST\"                \"ERAP1\"              \n",
       " [4732] \"CTD-2260A17.1\"       \"CTD-2260A17.3\"       \"CTD-2260A17.2\"      \n",
       " [4735] \"ERAP2\"               \"LNPEP\"               \"CTD-2215E18.1\"      \n",
       " [4738] \"RIOK2\"               \"RGMB\"                \"RGMB-AS1\"           \n",
       " [4741] \"CHD1\"                \"CTD-2007H13.3\"       \"FAM174A\"            \n",
       " [4744] \"ST8SIA4\"             \"SLCO4C1\"             \"PAM\"                \n",
       " [4747] \"GIN1\"                \"PPIP5K2\"             \"C5orf30\"            \n",
       " [4750] \"NUDT12\"              \"EFNA5\"               \"FBXL17\"             \n",
       " [4753] \"LINC01023\"           \"FER\"                 \"CTD-2587M2.1\"       \n",
       " [4756] \"PJA2\"                \"CTC-332L22.1\"        \"MAN2A1\"             \n",
       " [4759] \"TMEM232\"             \"SLC25A46\"            \"WDR36\"              \n",
       " [4762] \"CAMK4\"               \"STARD4\"              \"STARD4-AS1\"         \n",
       " [4765] \"NREP\"                \"EPB41L4A\"            \"EPB41L4A-AS1\"       \n",
       " [4768] \"APC\"                 \"CTC-487M23.8\"        \"SRP19\"              \n",
       " [4771] \"REEP5\"               \"ZRSR1\"               \"CTC-487M23.5\"       \n",
       " [4774] \"DCP2\"                \"MCC\"                 \"YTHDC2\"             \n",
       " [4777] \"TRIM36\"              \"CTC-428G20.3\"        \"PGGT1B\"             \n",
       " [4780] \"CTC-428G20.6\"        \"CCDC112\"             \"FEM1C\"              \n",
       " [4783] \"TICAM2\"              \"AC010226.4\"          \"TMED7\"              \n",
       " [4786] \"ATG12\"               \"AP3S1\"               \"ARL14EPL\"           \n",
       " [4789] \"CTD-2287O16.5\"       \"COMMD10\"             \"SEMA6A\"             \n",
       " [4792] \"CTB-118N6.3\"         \"DTWD2\"               \"CTB-161M19.4\"       \n",
       " [4795] \"DMXL1\"               \"TNFAIP8\"             \"HSD17B4\"            \n",
       " [4798] \"PRR16\"               \"SRFBP1\"              \"SNX2\"               \n",
       " [4801] \"SNX24\"               \"CEP120\"              \"CSNK1G3\"            \n",
       " [4804] \"ZNF608\"              \"GRAMD3\"              \"RP11-517I3.1\"       \n",
       " [4807] \"ALDH7A1\"             \"PHAX\"                \"LMNB1\"              \n",
       " [4810] \"MARCH3\"              \"C5orf63\"             \"PRRC1\"              \n",
       " [4813] \"CTC-228N24.3\"        \"SLC12A2\"             \"FBN2\"               \n",
       " [4816] \"ISOC1\"               \"KIAA1024L\"           \"HINT1\"              \n",
       " [4819] \"LYRM7\"               \"CDC42SE2\"            \"RAPGEF6\"            \n",
       " [4822] \"FNIP1\"               \"ACSL6\"               \"CSF2\"               \n",
       " [4825] \"P4HA2\"               \"SLC22A4\"             \"SLC22A5\"            \n",
       " [4828] \"C5orf56\"             \"AC116366.5\"          \"AC116366.6\"         \n",
       " [4831] \"IRF1\"                \"IL5\"                 \"RAD50\"              \n",
       " [4834] \"IL4\"                 \"KIF3A\"               \"CCNI2\"              \n",
       " [4837] \"SEPT8\"               \"SHROOM1\"             \"GDF9\"               \n",
       " [4840] \"UQCRQ\"               \"LEAP2\"               \"AFF4\"               \n",
       " [4843] \"CTC-350I8.1\"         \"ZCCHC10\"             \"HSPA4\"              \n",
       " [4846] \"C5orf15\"             \"VDAC1\"               \"CTB-113I20.2\"       \n",
       " [4849] \"TCF7\"                \"SKP1\"                \"PPP2CA\"             \n",
       " [4852] \"CDKL3\"               \"CTD-2410N18.3\"       \"UBE2B\"              \n",
       " [4855] \"RP11-215P8.3\"        \"CDKN2AIPNL\"          \"JADE2\"              \n",
       " [4858] \"SAR1B\"               \"SEC24A\"              \"CAMLG\"              \n",
       " [4861] \"DDX46\"               \"C5orf24\"             \"TXNDC15\"            \n",
       " [4864] \"PCBD2\"               \"CATSPER3\"            \"C5orf66\"            \n",
       " [4867] \"H2AFY\"               \"CTC-203F4.2\"         \"TIFAB\"              \n",
       " [4870] \"CTB-138E5.1\"         \"TGFBI\"               \"SMAD5-AS1\"          \n",
       " [4873] \"SMAD5\"               \"SPOCK1\"              \"KLHL3\"              \n",
       " [4876] \"HNRNPA0\"             \"RP11-381K20.2\"       \"PKD2L2\"             \n",
       " [4879] \"FAM13B\"              \"RP11-325L7.1\"        \"BRD8\"               \n",
       " [4882] \"KIF20A\"              \"CDC23\"               \"CDC25C\"             \n",
       " [4885] \"FAM53C\"              \"KDM3B\"               \"REEP2\"              \n",
       " [4888] \"EGR1\"                \"ETF1\"                \"HSPA9\"              \n",
       " [4891] \"CTNNA1\"              \"LRRTM2\"              \"SIL1\"               \n",
       " [4894] \"CTB-46B19.2\"         \"MATR3\"               \"PAIP2\"              \n",
       " [4897] \"CTB-43P18.1\"         \"SLC23A1\"             \"MZB1\"               \n",
       " [4900] \"SPATA24\"             \"DNAJC18\"             \"TMEM173\"            \n",
       " [4903] \"UBE2D2\"              \"CTD-3224K15.3\"       \"CXXC5\"              \n",
       " [4906] \"NRG2\"                \"LINC01024\"           \"PURA\"               \n",
       " [4909] \"IGIP\"                \"CYSTM1\"              \"PFDN1\"              \n",
       " [4912] \"HBEGF\"               \"CTC-329D1.2\"         \"ANKHD1\"             \n",
       " [4915] \"ANKHD1-EIF4EBP3\"     \"SRA1\"                \"EIF4EBP3\"           \n",
       " [4918] \"APBB3\"               \"SLC35A4\"             \"CD14\"               \n",
       " [4921] \"NDUFA2\"              \"TMCO6\"               \"IK\"                 \n",
       " [4924] \"WDR55\"               \"DND1\"                \"HARS\"               \n",
       " [4927] \"HARS2\"               \"ZMAT2\"               \"TAF7\"               \n",
       " [4930] \"DIAPH1\"              \"CTD-2024I7.13\"       \"HDAC3\"              \n",
       " [4933] \"RELL2\"               \"FCHSD1\"              \"ARAP3\"              \n",
       " [4936] \"PCDH1\"               \"KIAA0141\"            \"PCDH12\"             \n",
       " [4939] \"AC005740.6\"          \"RNF14\"               \"GNPDA1\"             \n",
       " [4942] \"NDFIP1\"              \"ARHGAP26\"            \"NR3C1\"              \n",
       " [4945] \"YIPF5\"               \"PRELID2\"             \"PLAC8L1\"            \n",
       " [4948] \"LARS\"                \"RBM27\"               \"TCERG1\"             \n",
       " [4951] \"PPP2R2B\"             \"JAKMIP2\"             \"SCGB3A2\"            \n",
       " [4954] \"RP11-373N22.3\"       \"FBXO38\"              \"CTD-2283N19.1\"      \n",
       " [4957] \"ADRB2\"               \"SH3TC2\"              \"ABLIM3\"             \n",
       " [4960] \"GRPEL2\"              \"PCYOX1L\"             \"CSNK1A1\"            \n",
       " [4963] \"ARHGEF37\"            \"PPARGC1B\"            \"SLC26A2\"            \n",
       " [4966] \"TIGD6\"               \"HMGXB3\"              \"CSF1R\"              \n",
       " [4969] \"PDGFRB\"              \"TCOF1\"               \"CD74\"               \n",
       " [4972] \"RPS14\"               \"NDST1\"               \"SYNPO\"              \n",
       " [4975] \"RBM22\"               \"DCTN4\"               \"AC010441.1\"         \n",
       " [4978] \"IRGM\"                \"ZNF300\"              \"GPX3\"               \n",
       " [4981] \"TNIP1\"               \"ANXA6\"               \"CCDC69\"             \n",
       " [4984] \"GM2A\"                \"SLC36A1\"             \"CTC-251D13.1\"       \n",
       " [4987] \"SPARC\"               \"CTB-113P19.5\"        \"ATOX1\"              \n",
       " [4990] \"G3BP1\"               \"FAM114A2\"            \"MFAP3\"              \n",
       " [4993] \"GALNT10\"             \"SAP30L-AS1\"          \"SAP30L\"             \n",
       " [4996] \"LARP1\"               \"FAXDC2\"              \"CNOT8\"              \n",
       " [4999] \"GEMIN5\"              \"MRPL22\"              \"TIMD4\"              \n",
       " [5002] \"HAVCR1\"              \"HAVCR2\"              \"MED7\"               \n",
       " [5005] \"ITK\"                 \"CTB-4E7.1\"           \"CYFIP2\"             \n",
       " [5008] \"FNDC9\"               \"CTB-47B11.3\"         \"ADAM19\"             \n",
       " [5011] \"NIPAL4\"              \"SOX30\"               \"THG1L\"              \n",
       " [5014] \"LSM11\"               \"CLINT1\"              \"EBF1\"               \n",
       " [5017] \"RP11-175K6.1\"        \"RNF145\"              \"UBLCP1\"             \n",
       " [5020] \"TTC1\"                \"PWWP2A\"              \"CCNJL\"              \n",
       " [5023] \"C5orf54\"             \"SLU7\"                \"PTTG1\"              \n",
       " [5026] \"MIR146A\"             \"CCNG1\"               \"NUDCD2\"             \n",
       " [5029] \"HMMR\"                \"MAT2B\"               \"CTB-178M22.2\"       \n",
       " [5032] \"WWC1\"                \"RARS\"                \"PANK3\"              \n",
       " [5035] \"SPDL1\"               \"DOCK2\"               \"FAM196B\"            \n",
       " [5038] \"LCP2\"                \"CTB-114C7.4\"         \"CTB-114C7.3\"        \n",
       " [5041] \"KCNMB1\"              \"RANBP17\"             \"NPM1\"               \n",
       " [5044] \"FGF18\"               \"FBXW11\"              \"STK10\"              \n",
       " [5047] \"UBTD2\"               \"SH3PXD2B\"            \"RP11-779O18.3\"      \n",
       " [5050] \"DUSP1\"               \"ERGIC1\"              \"CTC-308K20.1\"       \n",
       " [5053] \"RPL26L1\"             \"ATP6V0E1\"            \"CREBRF\"             \n",
       " [5056] \"CTC-209H22.3\"        \"BNIP1\"               \"BOD1\"               \n",
       " [5059] \"CPEB4\"               \"SFXN1\"               \"HRH2\"               \n",
       " [5062] \"THOC3\"               \"RP11-826N14.1\"       \"RP11-826N14.2\"      \n",
       " [5065] \"FAM153B\"             \"SIMC1\"               \"KIAA1191\"           \n",
       " [5068] \"ARL10\"               \"NOP16\"               \"HIGD2A\"             \n",
       " [5071] \"CLTB\"                \"FAF2\"                \"RNF44\"              \n",
       " [5074] \"GPRIN1\"              \"TSPAN17\"             \"HK3\"                \n",
       " [5077] \"UIMC1\"               \"ZNF346\"              \"FGFR4\"              \n",
       " [5080] \"NSD1\"                \"RAB24\"               \"MXD3\"               \n",
       " [5083] \"PRELID1\"             \"LMAN2\"               \"RGS14\"              \n",
       " [5086] \"F12\"                 \"GRK6\"                \"PRR7-AS1\"           \n",
       " [5089] \"PRR7\"                \"DBN1\"                \"PDLIM7\"             \n",
       " [5092] \"DOK3\"                \"DDX41\"               \"FAM193B\"            \n",
       " [5095] \"RP11-1277A3.3\"       \"TMED9\"               \"B4GALT7\"            \n",
       " [5098] \"RP11-1277A3.1\"       \"FAM153A\"             \"RP11-1026M7.2\"      \n",
       " [5101] \"RP11-423H2.3\"        \"FAM153C\"             \"N4BP3\"              \n",
       " [5104] \"RMND5B\"              \"NHP2\"                \"HNRNPAB\"            \n",
       " [5107] \"PHYKPL\"              \"COL23A1\"             \"CLK4\"               \n",
       " [5110] \"ZNF354A\"             \"ZNF354B\"             \"ZFP2\"               \n",
       " [5113] \"ZNF879\"              \"ZNF354C\"             \"ADAMTS2\"            \n",
       " [5116] \"RUFY1\"               \"HNRNPH1\"             \"RP11-1379J22.5\"     \n",
       " [5119] \"CANX\"                \"MAML1\"               \"LTC4S\"              \n",
       " [5122] \"MGAT4B\"              \"SQSTM1\"              \"C5orf45\"            \n",
       " [5125] \"CTC-241N9.1\"         \"TBC1D9B\"             \"RNF130\"             \n",
       " [5128] \"MAPK9\"               \"CTB-129O4.1\"         \"GFPT2\"              \n",
       " [5131] \"CNOT6\"               \"SCGB3A1\"             \"FLT4\"               \n",
       " [5134] \"MGAT1\"               \"LINC00847\"           \"ZFP62\"              \n",
       " [5137] \"BTNL8\"               \"BTNL9\"               \"CTC-338M12.2\"       \n",
       " [5140] \"CTC-338M12.5\"        \"TRIM7\"               \"CTC-338M12.6\"       \n",
       " [5143] \"TRIM41\"              \"GNB2L1\"              \"CTC-338M12.4\"       \n",
       " [5146] \"TRIM52\"              \"AC008443.1\"          \"TRIM52-AS1\"         \n",
       " [5149] \"DUSP22\"              \"IRF4\"                \"EXOC2\"              \n",
       " [5152] \"HUS1B\"               \"RP11-532F6.3\"        \"RP11-157J24.2\"      \n",
       " [5155] \"GMDS\"                \"GMDS-AS1\"            \"MYLK4\"              \n",
       " [5158] \"WRNIP1\"              \"SERPINB1\"            \"RP11-420G6.4\"       \n",
       " [5161] \"SERPINB9\"            \"SERPINB6\"            \"LINC01011\"          \n",
       " [5164] \"NQO2\"                \"RP1-90J20.8\"         \"RP1-90J20.12\"       \n",
       " [5167] \"RIPK1\"               \"RP1-40E16.12\"        \"BPHL\"               \n",
       " [5170] \"TUBB2A\"              \"PSMG4\"               \"SLC22A23\"           \n",
       " [5173] \"PXDC1\"               \"RP11-420L9.5\"        \"FAM50B\"             \n",
       " [5176] \"RP3-406P24.4\"        \"PRPF4B\"              \"ECI2\"               \n",
       " [5179] \"CDYL\"                \"RPP40\"               \"RP11-428J1.5\"       \n",
       " [5182] \"PPP1R3G\"             \"LYRM4\"               \"FARS2\"              \n",
       " [5185] \"RP3-380B8.4\"         \"NRN1\"                \"F13A1\"              \n",
       " [5188] \"LY86-AS1\"            \"LY86\"                \"RP1-80N2.2\"         \n",
       " [5191] \"RREB1\"               \"SSR1\"                \"CAGE1\"              \n",
       " [5194] \"RIOK1\"               \"DSP\"                 \"SNRNP48\"            \n",
       " [5197] \"BMP6\"                \"TXNDC5\"              \"BLOC1S5\"            \n",
       " [5200] \"EEF1E1\"              \"SLC35B3\"             \"RP11-314C16.1\"      \n",
       " [5203] \"GCNT2\"               \"C6orf52\"             \"PAK1IP1\"            \n",
       " [5206] \"TMEM14C\"             \"RP11-421M1.8\"        \"TMEM14B\"            \n",
       " [5209] \"SYCP2L\"              \"MAK\"                 \"SMIM13\"             \n",
       " [5212] \"NEDD9\"               \"TMEM170B\"            \"ADTRP\"              \n",
       " [5215] \"HIVEP1\"              \"EDN1\"                \"PHACTR1\"            \n",
       " [5218] \"RP1-257A7.4\"         \"TBC1D7\"              \"RP1-257A7.5\"        \n",
       " [5221] \"GFOD1\"               \"SIRT5\"               \"RP1-223E5.4\"        \n",
       " [5224] \"NOL7\"                \"AL441883.1\"          \"RANBP9\"             \n",
       " [5227] \"MCUR1\"               \"CD83\"                \"RP11-560J1.2\"       \n",
       " [5230] \"JARID2\"              \"JARID2-AS1\"          \"DTNBP1\"             \n",
       " [5233] \"MYLIP\"               \"GMPR\"                \"ATXN1\"              \n",
       " [5236] \"RP1-151F17.1\"        \"RP1-151F17.2\"        \"FAM8A1\"             \n",
       " [5239] \"NUP153\"              \"RP11-500C11.3\"       \"KIF13A\"             \n",
       " [5242] \"NHLRC1\"              \"TPMT\"                \"KDM1B\"              \n",
       " [5245] \"DEK\"                 \"RNF144B\"             \"MBOAT1\"             \n",
       " [5248] \"E2F3\"                \"CDKAL1\"              \"SOX4\"               \n",
       " [5251] \"CASC15\"              \"MRS2\"                \"GPLD1\"              \n",
       " [5254] \"ALDH5A1\"             \"TDP2\"                \"ACOT13\"             \n",
       " [5257] \"RP1-30M3.5\"          \"C6orf62\"             \"RP1-30M3.6\"         \n",
       " [5260] \"GMNN\"                \"C6orf229\"            \"FAM65B\"             \n",
       " [5263] \"RP11-367G6.3\"        \"LRRC16A\"             \"SLC17A3\"            \n",
       " [5266] \"TRIM38\"              \"U91328.21\"           \"U91328.20\"          \n",
       " [5269] \"U91328.19\"           \"HIST1H1A\"            \"HIST1H3A\"           \n",
       " [5272] \"HIST1H4A\"            \"HIST1H4B\"            \"HIST1H3B\"           \n",
       " [5275] \"HIST1H2AB\"           \"HIST1H2BB\"           \"HIST1H3C\"           \n",
       " [5278] \"HIST1H1C\"            \"HFE\"                 \"HIST1H4C\"           \n",
       " [5281] \"HIST1H2BC\"           \"HIST1H2AC\"           \"HIST1H1E\"           \n",
       " [5284] \"HIST1H2BD\"           \"HIST1H2BE\"           \"HIST1H4D\"           \n",
       " [5287] \"HIST1H3D\"            \"HIST1H2AD\"           \"HIST1H2BF\"          \n",
       " [5290] \"HIST1H4E\"            \"HIST1H2BG\"           \"HIST1H2AE\"          \n",
       " [5293] \"HIST1H3E\"            \"HIST1H1D\"            \"HIST1H4F\"           \n",
       " [5296] \"HIST1H2BH\"           \"HIST1H2BI\"           \"HIST1H4H\"           \n",
       " [5299] \"BTN3A2\"              \"BTN2A2\"              \"BTN3A1\"             \n",
       " [5302] \"BTN3A3\"              \"BTN2A1\"              \"HCG11\"              \n",
       " [5305] \"CTA-14H9.5\"          \"HMGN4\"               \"ABT1\"               \n",
       " [5308] \"ZNF322\"              \"RP11-457M11.5\"       \"RP1-86C11.7\"        \n",
       " [5311] \"HIST1H2BJ\"           \"HIST1H2AG\"           \"HIST1H2BK\"          \n",
       " [5314] \"HIST1H4I\"            \"HIST1H2AH\"           \"PRSS16\"             \n",
       " [5317] \"ZNF391\"              \"ZNF184\"              \"HIST1H2BL\"          \n",
       " [5320] \"HIST1H2AI\"           \"HIST1H3H\"            \"HIST1H2AJ\"          \n",
       " [5323] \"HIST1H2BM\"           \"HIST1H4J\"            \"HIST1H4K\"           \n",
       " [5326] \"HIST1H2AK\"           \"HIST1H2BN\"           \"HIST1H2AL\"          \n",
       " [5329] \"HIST1H1B\"            \"HIST1H3I\"            \"HIST1H3J\"           \n",
       " [5332] \"HIST1H2AM\"           \"HIST1H2BO\"           \"RP1-313I6.12\"       \n",
       " [5335] \"ZNF165\"              \"ZSCAN16-AS1\"         \"ZSCAN16\"            \n",
       " [5338] \"RP1-265C24.8\"        \"ZKSCAN8\"             \"ZSCAN9\"             \n",
       " [5341] \"ZKSCAN4\"             \"NKAPL\"               \"PGBD1\"              \n",
       " [5344] \"ZSCAN31\"             \"ZKSCAN3\"             \"ZSCAN12\"            \n",
       " [5347] \"HCG14\"               \"TRIM27\"              \"HCG15\"              \n",
       " [5350] \"GABBR1\"              \"ZFP57\"               \"HLA-F\"              \n",
       " [5353] \"XXbac-BPG170G13.32\"  \"HLA-G\"               \"HLA-A\"              \n",
       " [5356] \"ZNRD1-AS1\"           \"ZNRD1\"               \"PPP1R11\"            \n",
       " [5359] \"TRIM31\"              \"TRIM26\"              \"HCG17\"              \n",
       " [5362] \"HCG18\"               \"TRIM39\"              \"RPP21\"              \n",
       " [5365] \"HLA-E\"               \"XXbac-BPG249D20.9\"   \"GNL1\"               \n",
       " [5368] \"PRR3\"                \"ABCF1\"               \"PPP1R10\"            \n",
       " [5371] \"MRPS18B\"             \"ATAT1\"               \"C6orf136\"           \n",
       " [5374] \"DHX16\"               \"PPP1R18\"             \"NRM\"                \n",
       " [5377] \"MDC1\"                \"MDC1-AS1\"            \"TUBB\"               \n",
       " [5380] \"XXbac-BPG252P9.9\"    \"FLOT1\"               \"XXbac-BPG252P9.10\"  \n",
       " [5383] \"IER3\"                \"HCG20\"               \"DDR1\"               \n",
       " [5386] \"GTF2H4\"              \"VARS2\"               \"CCHCR1\"             \n",
       " [5389] \"TCF19\"               \"POU5F1\"              \"XXbac-BPG299F13.17\" \n",
       " [5392] \"HCG27\"               \"HLA-C\"               \"HLA-B\"              \n",
       " [5395] \"XXbac-BPG181B23.7\"   \"MICA\"                \"MICB\"               \n",
       " [5398] \"DDX39B\"              \"DDX39B-AS1\"          \"ATP6V1G2\"           \n",
       " [5401] \"NFKBIL1\"             \"LTA\"                 \"TNF\"                \n",
       " [5404] \"LTB\"                 \"LST1\"                \"NCR3\"               \n",
       " [5407] \"AIF1\"                \"PRRC2A\"              \"BAG6\"               \n",
       " [5410] \"APOM\"                \"C6orf47\"             \"C6orf47-AS1\"        \n",
       " [5413] \"GPANK1\"              \"CSNK2B\"              \"LY6G5B\"             \n",
       " [5416] \"LY6G5C\"              \"ABHD16A\"             \"LY6G6F\"             \n",
       " [5419] \"C6orf25\"             \"DDAH2\"               \"CLIC1\"              \n",
       " [5422] \"MSH5\"                \"MSH5-SAPCD1\"         \"SAPCD1-AS1\"         \n",
       " [5425] \"VWA7\"                \"VARS\"                \"LSM2\"               \n",
       " [5428] \"HSPA1L\"              \"HSPA1A\"              \"HSPA1B\"             \n",
       " [5431] \"C6orf48\"             \"NEU1\"                \"SLC44A4\"            \n",
       " [5434] \"EHMT2\"               \"C2\"                  \"CFB\"                \n",
       " [5437] \"NELFE\"               \"SKIV2L\"              \"DXO\"                \n",
       " [5440] \"STK19\"               \"TNXB\"                \"ATF6B\"              \n",
       " [5443] \"FKBPL\"               \"PRRT1\"               \"PPT2\"               \n",
       " [5446] \"PPT2-EGFL8\"          \"EGFL8\"               \"AGPAT1\"             \n",
       " [5449] \"RNF5\"                \"AGER\"                \"PBX2\"               \n",
       " [5452] \"GPSM3\"               \"NOTCH4\"              \"XXbac-BPG154L12.4\"  \n",
       " [5455] \"HCG23\"               \"HLA-DRA\"             \"HLA-DRB5\"           \n",
       " [5458] \"HLA-DRB1\"            \"HLA-DQA1\"            \"HLA-DQB1\"           \n",
       " [5461] \"HLA-DQB1-AS1\"        \"HLA-DQA2\"            \"HLA-DQB2\"           \n",
       " [5464] \"HLA-DOB\"             \"TAP2\"                \"PSMB8\"              \n",
       " [5467] \"TAPSAR1\"             \"PSMB9\"               \"TAP1\"               \n",
       " [5470] \"HLA-DMB\"             \"HLA-DMA\"             \"BRD2\"               \n",
       " [5473] \"XXbac-BPG181M17.6\"   \"HLA-DOA\"             \"HLA-DPA1\"           \n",
       " [5476] \"HLA-DPB1\"            \"COL11A2\"             \"RXRB\"               \n",
       " [5479] \"SLC39A7\"             \"HSD17B8\"             \"RING1\"              \n",
       " [5482] \"HCG25\"               \"VPS52\"               \"RPS18\"              \n",
       " [5485] \"B3GALT4\"             \"WDR46\"               \"PFDN6\"              \n",
       " [5488] \"RGL2\"                \"TAPBP\"               \"ZBTB22\"             \n",
       " [5491] \"DAXX\"                \"KIFC1\"               \"PHF1\"               \n",
       " [5494] \"CUTA\"                \"SYNGAP1\"             \"ZBTB9\"              \n",
       " [5497] \"BAK1\"                \"ITPR3\"               \"UQCC2\"              \n",
       " [5500] \"LEMD2\"               \"HMGA1\"               \"C6orf1\"             \n",
       " [5503] \"RP11-513I15.6\"       \"NUDT3\"               \"RPS10\"              \n",
       " [5506] \"PACSIN1\"             \"C6orf106\"            \"RP11-140K17.3\"      \n",
       " [5509] \"SNRPC\"               \"UHRF1BP1\"            \"TAF11\"              \n",
       " [5512] \"ANKS1A\"              \"SCUBE3\"              \"RP3-329A5.8\"        \n",
       " [5515] \"ZNF76\"               \"DEF6\"                \"PPARD\"              \n",
       " [5518] \"FANCE\"               \"RPL10A\"              \"TEAD3\"              \n",
       " [5521] \"FKBP5\"               \"ARMC12\"              \"SRPK1\"              \n",
       " [5524] \"SLC26A8\"             \"MAPK14\"              \"MAPK13\"             \n",
       " [5527] \"RP1-179N16.6\"        \"BRPF3\"               \"PNPLA1\"             \n",
       " [5530] \"ETV7\"                \"PXT1\"                \"KCTD20\"             \n",
       " [5533] \"STK38\"               \"SRSF3\"               \"CDKN1A\"             \n",
       " [5536] \"RAB44\"               \"CPNE5\"               \"PPIL1\"              \n",
       " [5539] \"C6orf89\"             \"PI16\"                \"MTCH1\"              \n",
       " [5542] \"FGD2\"                \"COX6A1P2\"            \"PIM1\"               \n",
       " [5545] \"TMEM217\"             \"TBC1D22B\"            \"RNF8\"               \n",
       " [5548] \"CMTR1\"               \"CCDC167\"             \"RP1-153P14.5\"       \n",
       " [5551] \"MDGA1\"               \"RP3-441A12.1\"        \"ZFAND3\"             \n",
       " [5554] \"BTBD9\"               \"GLO1\"                \"DNAH8\"              \n",
       " [5557] \"SAYSD1\"              \"KCNK5\"               \"KCNK17\"             \n",
       " [5560] \"MOCS1\"               \"LINC00951\"           \"LRFN2\"              \n",
       " [5563] \"UNC5CL\"              \"OARD1\"               \"NFYA\"               \n",
       " [5566] \"TREML1\"              \"TREM2\"               \"TREML2\"             \n",
       " [5569] \"TREM1\"               \"RP11-328M4.2\"        \"FOXP4\"              \n",
       " [5572] \"TFEB\"                \"FRS3\"                \"PRICKLE4\"           \n",
       " [5575] \"USP49\"               \"MED20\"               \"BYSL\"               \n",
       " [5578] \"CCND3\"               \"TAF8\"                \"C6orf132\"           \n",
       " [5581] \"GUCA1B\"              \"MRPS10\"              \"TRERF1\"             \n",
       " [5584] \"UBR2\"                \"TBCC\"                \"GLTSCR1L\"           \n",
       " [5587] \"RPL7L1\"              \"C6orf226\"            \"PTCRA\"              \n",
       " [5590] \"CNPY3\"               \"RP3-475N16.1\"        \"GNMT\"               \n",
       " [5593] \"PEX6\"                \"PPP2R5D\"             \"MEA1\"               \n",
       " [5596] \"KLHDC3\"              \"RRP36\"               \"RP1-20C7.6\"         \n",
       " [5599] \"CUL7\"                \"KLC4\"                \"MRPL2\"              \n",
       " [5602] \"PTK7\"                \"SRF\"                 \"CUL9\"               \n",
       " [5605] \"RP3-330M21.5\"        \"DNPH1\"               \"CRIP3\"              \n",
       " [5608] \"ZNF318\"              \"ABCC10\"              \"DLK2\"               \n",
       " [5611] \"TJAP1\"               \"POLR1C\"              \"YIPF3\"              \n",
       " [5614] \"RP3-337H4.9\"         \"XPO5\"                \"RP3-337H4.10\"       \n",
       " [5617] \"POLH\"                \"GTPBP2\"              \"MAD2L1BP\"           \n",
       " [5620] \"RSPH9\"               \"MRPS18A\"             \"VEGFA\"              \n",
       " [5623] \"RP1-261G23.7\"        \"C6orf223\"            \"MRPL14\"             \n",
       " [5626] \"TMEM63B\"             \"RP1-302G2.5\"         \"SLC29A1\"            \n",
       " [5629] \"HSP90AB1\"            \"SLC35B2\"             \"NFKBIE\"             \n",
       " [5632] \"AARS2\"               \"CDC5L\"               \"SUPT3H\"             \n",
       " [5635] \"RUNX2\"               \"RP1-244F24.1\"        \"CLIC5\"              \n",
       " [5638] \"RP1-8B1.4\"           \"ENPP4\"               \"ENPP5\"              \n",
       " [5641] \"RCAN2\"               \"PLA2G7\"              \"TNFRSF21\"           \n",
       " [5644] \"RP11-385F7.1\"        \"CD2AP\"               \"MUT\"                \n",
       " [5647] \"CENPQ\"               \"MCM3\"                \"PAQR8\"              \n",
       " [5650] \"EFHC1\"               \"TRAM2\"               \"TRAM2-AS1\"          \n",
       " [5653] \"TMEM14A\"             \"GSTA4\"               \"ICK\"                \n",
       " [5656] \"FBXO9\"               \"ELOVL5\"              \"RP3-483K16.4\"       \n",
       " [5659] \"GCLC\"                \"LRRC1\"               \"DST\"                \n",
       " [5662] \"BEND6\"               \"KIAA1586\"            \"ZNF451\"             \n",
       " [5665] \"RP11-203B9.4\"        \"BAG2\"                \"RAB23\"              \n",
       " [5668] \"PRIM2\"               \"XXbac-BPGBPG55C20.2\" \"KHDRBS2\"            \n",
       " [5671] \"FKBP1C\"              \"LGSN\"                \"PTP4A1\"             \n",
       " [5674] \"RP5-1148A21.3\"       \"PHF3\"                \"EYS\"                \n",
       " [5677] \"RP11-59D5__B.2\"      \"RP3-525N10.2\"        \"BAI3\"               \n",
       " [5680] \"LMBRD1\"              \"COL19A1\"             \"FAM135A\"            \n",
       " [5683] \"C6orf57\"             \"RP11-134K13.4\"       \"SMAP1\"              \n",
       " [5686] \"B3GAT2\"              \"OGFRL1\"              \"KCNQ5\"              \n",
       " [5689] \"KHDC1\"               \"RP11-398K22.12\"      \"OOEP\"               \n",
       " [5692] \"DDX43\"               \"MB21D1\"              \"MTO1\"               \n",
       " [5695] \"RP11-505P4.6\"        \"EEF1A1\"              \"SLC17A5\"            \n",
       " [5698] \"RP11-553A21.3\"       \"CD109\"               \"COX7A2\"             \n",
       " [5701] \"TMEM30A\"             \"RP1-234P15.4\"        \"SENP6\"              \n",
       " [5704] \"MYO6\"                \"IRAK1BP1\"            \"PHIP\"               \n",
       " [5707] \"HMGN3\"               \"HMGN3-AS1\"           \"LCA5\"               \n",
       " [5710] \"SH3BGRL2\"            \"ELOVL4\"              \"TTK\"                \n",
       " [5713] \"BCKDHB\"              \"RP11-250B2.6\"        \"RP11-250B2.5\"       \n",
       " [5716] \"FAM46A\"              \"RP5-991C6.3\"         \"IBTK\"               \n",
       " [5719] \"TPBG\"                \"UBE3D\"               \"DOPEY1\"             \n",
       " [5722] \"PGM3\"                \"RWDD2A\"              \"ME1\"                \n",
       " [5725] \"PRSS35\"              \"CYB5R4\"              \"KIAA1009\"           \n",
       " [5728] \"NT5E\"                \"SNX14\"               \"RP11-321N4.5\"       \n",
       " [5731] \"SYNCRIP\"             \"RP1-3J17.3\"          \"RP11-393I2.4\"       \n",
       " [5734] \"ZNF292\"              \"GJB7\"                \"SMIM8\"              \n",
       " [5737] \"RP1-102H19.8\"        \"C6orf163\"            \"C6orf164\"           \n",
       " [5740] \"SLC35A1\"             \"RARS2\"               \"ORC3\"               \n",
       " [5743] \"AKIRIN2\"             \"CNR1\"                \"RNGTT\"              \n",
       " [5746] \"RP11-63L7.5\"         \"PNRC1\"               \"SRSF12\"             \n",
       " [5749] \"PM20D2\"              \"UBE2J1\"              \"RRAGD\"              \n",
       " [5752] \"ANKRD6\"              \"LYRM2\"               \"MDN1\"               \n",
       " [5755] \"RP1-122O8.7\"         \"BACH2\"               \"RP1-45N11.1\"        \n",
       " [5758] \"MAP3K7\"              \"MANEA-AS1\"           \"MANEA\"              \n",
       " [5761] \"UFL1\"                \"GPR63\"               \"NDUFAF4\"            \n",
       " [5764] \"KLHL32\"              \"MMS22L\"              \"FBXL4\"              \n",
       " [5767] \"COQ3\"                \"PNISR\"               \"RP11-98I9.4\"        \n",
       " [5770] \"USP45\"               \"TSTD3\"               \"CCNC\"               \n",
       " [5773] \"RP1-199J3.7\"         \"ASCC3\"               \"RP3-467N11.1\"       \n",
       " [5776] \"HACE1\"               \"RP3-355L5.5\"         \"PREP\"               \n",
       " [5779] \"PRDM1\"               \"ATG5\"                \"AIM1\"               \n",
       " [5782] \"RTN4IP1\"             \"QRSL1\"               \"C6orf203\"           \n",
       " [5785] \"BEND3\"               \"PDSS2\"               \"SOBP\"               \n",
       " [5788] \"SCML4\"               \"SEC63\"               \"RP1-191J18.66\"      \n",
       " [5791] \"RP1-111B22.3\"        \"OSTM1\"               \"SNX3\"               \n",
       " [5794] \"LACE1\"               \"FOXO3\"               \"ARMC2\"              \n",
       " [5797] \"SESN1\"               \"RP11-787I22.3\"       \"CEP57L1\"            \n",
       " [5800] \"CD164\"               \"RP11-425D10.10\"      \"PPIL6\"              \n",
       " [5803] \"SMPD2\"               \"MICAL1\"              \"ZBTB24\"             \n",
       " [5806] \"AK9\"                 \"FIG4\"                \"WASF1\"              \n",
       " [5809] \"CDC40\"               \"DDO\"                 \"SLC22A16\"           \n",
       " [5812] \"CTA-331P3.1\"         \"CDK19\"               \"AMD1\"               \n",
       " [5815] \"GTF3C6\"              \"RPF2\"                \"SLC16A10\"           \n",
       " [5818] \"KIAA1919\"            \"RP5-1112D6.4\"        \"RP5-1112D6.7\"       \n",
       " [5821] \"REV3L\"               \"RP5-1112D6.8\"        \"TRAF3IP2-AS1\"       \n",
       " [5824] \"TRAF3IP2\"            \"C6orf3\"              \"FYN\"                \n",
       " [5827] \"TUBE1\"               \"FAM229B\"             \"MARCKS\"             \n",
       " [5830] \"HDAC2\"               \"RP3-399L15.3\"        \"NT5DC1\"             \n",
       " [5833] \"RP3-486I3.5\"         \"TSPYL4\"              \"DSE\"                \n",
       " [5836] \"RP3-486I3.7\"         \"TSPYL1\"              \"RP1-93H18.7\"        \n",
       " [5839] \"FAM26F\"              \"TRAPPC3L\"            \"RWDD1\"              \n",
       " [5842] \"RSPH4A\"              \"ZUFSP\"               \"KPNA5\"              \n",
       " [5845] \"GOPC\"                \"DCBLD1\"              \"NUS1\"               \n",
       " [5848] \"CEP85L\"              \"PLN\"                 \"MCM9\"               \n",
       " [5851] \"ASF1A\"               \"RP11-351A11.1\"       \"FAM184A\"            \n",
       " [5854] \"MAN1A1\"              \"TBC1D32\"             \"HSF2\"               \n",
       " [5857] \"SERINC1\"             \"PKIB\"                \"SMPDL3A\"            \n",
       " [5860] \"RNF217\"              \"TPD52L1\"             \"HDDC2\"              \n",
       " [5863] \"HEY2\"                \"NCOA7\"               \"HINT3\"              \n",
       " [5866] \"TRMT11\"              \"CENPW\"               \"RNF146\"             \n",
       " [5869] \"ECHDC1\"              \"THEMIS\"              \"PTPRK\"              \n",
       " [5872] \"LAMA2\"               \"ARHGAP18\"            \"L3MBTL3\"            \n",
       " [5875] \"RP11-73O6.3\"         \"SAMD3\"               \"TMEM200A\"           \n",
       " [5878] \"EPB41L2\"             \"AKAP7\"               \"ARG1\"               \n",
       " [5881] \"MED23\"               \"ENPP3\"               \"CTAGE9\"             \n",
       " [5884] \"CTGF\"                \"LINC01013\"           \"MOXD1\"              \n",
       " [5887] \"STX7\"                \"VNN1\"                \"VNN3\"               \n",
       " [5890] \"VNN2\"                \"RP1-55C23.7\"         \"SLC18B1\"            \n",
       " [5893] \"RPS12\"               \"TBPL1\"               \"SLC2A12\"            \n",
       " [5896] \"SGK1\"                \"ALDH8A1\"             \"HBS1L\"              \n",
       " [5899] \"MYB\"                 \"AHI1\"                \"LINC00271\"          \n",
       " [5902] \"PDE7B\"               \"MTFR2\"               \"BCLAF1\"             \n",
       " [5905] \"MAP7\"                \"RP3-325F22.5\"        \"MAP3K5\"             \n",
       " [5908] \"PEX7\"                \"SLC35D3\"             \"IFNGR1\"             \n",
       " [5911] \"RP11-356I2.4\"        \"TNFAIP3\"             \"PERP\"               \n",
       " [5914] \"HEBP2\"               \"NHSL1\"               \"RP11-390P2.4\"       \n",
       " [5917] \"CCDC28A\"             \"ECT2L\"               \"REPS1\"              \n",
       " [5920] \"ABRACL\"              \"HECA\"                \"RP1-225E12.2\"       \n",
       " [5923] \"TXLNB\"               \"RP11-445F6.2\"        \"CITED2\"             \n",
       " [5926] \"RP3-460G2.2\"         \"VTA1\"                \"HIVEP2\"             \n",
       " [5929] \"RP1-67K17.4\"         \"RP11-439L18.2\"       \"RP11-439L18.1\"      \n",
       " [5932] \"RP1-45I4.3\"          \"AIG1\"                \"ADAT2\"              \n",
       " [5935] \"PEX3\"                \"RP1-20N2.6\"          \"FUCA2\"              \n",
       " [5938] \"PHACTR2\"             \"LTV1\"                \"ZC2HC1B\"            \n",
       " [5941] \"PLAGL1\"              \"SF3B5\"               \"STX11\"              \n",
       " [5944] \"UTRN\"                \"EPM2A\"               \"RP3-466P17.1\"       \n",
       " [5947] \"FBXO30\"              \"RP11-545I5.3\"        \"SHPRH\"              \n",
       " [5950] \"RAB32\"               \"STXBP5-AS1\"          \"RP3-337D23.3\"       \n",
       " [5953] \"STXBP5\"              \"RP11-361F15.2\"       \"SASH1\"              \n",
       " [5956] \"UST\"                 \"TAB2\"                \"SUMO4\"              \n",
       " [5959] \"ZC3H12D\"             \"PPIL4\"               \"GINM1\"              \n",
       " [5962] \"KATNA1\"              \"LATS1\"               \"NUP43\"              \n",
       " [5965] \"PCMT1\"               \"RP11-350J20.5\"       \"LRP11\"              \n",
       " [5968] \"ULBP2\"               \"PLEKHG1\"             \"MTHFD1L\"            \n",
       " [5971] \"ZBTB2\"               \"RMND1\"               \"C6orf211\"           \n",
       " [5974] \"CCDC170\"             \"ESR1\"                \"SYNE1\"              \n",
       " [5977] \"MYCT1\"               \"FBXO5\"               \"MTRF1L\"             \n",
       " [5980] \"RGS17\"               \"OPRM1\"               \"IPCEF1\"             \n",
       " [5983] \"CNKSR3\"              \"SCAF8\"               \"TIAM2\"              \n",
       " [5986] \"RP11-477D19.2\"       \"TFB1M\"               \"RP11-230C9.2\"       \n",
       " [5989] \"ARID1B\"              \"TMEM242\"             \"ZDHHC14\"            \n",
       " [5992] \"SNX9\"                \"RP11-52J3.3\"         \"SYNJ2\"              \n",
       " [5995] \"SERAC1\"              \"GTF2H5\"              \"RP11-732M18.3\"      \n",
       " [5998] \"TULP4\"               \"TMEM181\"             \"DYNLT1\"             \n",
       " [6001] \"SYTL3\"               \"EZR\"                 \"C6orf99\"            \n",
       " [6004] \"RSPH3\"               \"RP1-111C20.4\"        \"TAGAP\"              \n",
       " [6007] \"RP1-111C20.3\"        \"RP11-13P5.1\"         \"SOD2\"               \n",
       " [6010] \"WTAP\"                \"ACAT2\"               \"TCP1\"               \n",
       " [6013] \"MRPL18\"              \"PNLDC1\"              \"IGF2R\"              \n",
       " [6016] \"AIRN\"                \"RP11-288H12.4\"       \"SLC22A1\"            \n",
       " [6019] \"RP3-428L16.2\"        \"MAP3K4\"              \"AGPAT4\"             \n",
       " [6022] \"PARK2\"               \"PACRG\"               \"CAHM\"               \n",
       " [6025] \"QKI\"                 \"SFT2D1\"              \"MPC1\"               \n",
       " [6028] \"RP1-168L15.5\"        \"RPS6KA2\"             \"Z98049.1\"           \n",
       " [6031] \"RP11-514O12.4\"       \"RNASET2\"             \"RP1-167A14.2\"       \n",
       " [6034] \"FGFR1OP\"             \"CCR6\"                \"MLLT4\"              \n",
       " [6037] \"XXyac-YX65C7_A.2\"    \"WDR27\"               \"C6orf120\"           \n",
       " [6040] \"PHF10\"               \"RP1-266L20.2\"        \"TCTE3\"              \n",
       " [6043] \"ERMARD\"              \"RP5-894D12.5\"        \"RP5-894D12.3\"       \n",
       " [6046] \"DLL1\"                \"FAM120B\"             \"PSMB1\"              \n",
       " [6049] \"TBP\"                 \"PDCD2\"               \"AC093627.9\"         \n",
       " [6052] \"AC093627.10\"         \"FAM20C\"              \"PDGFA\"              \n",
       " [6055] \"AC147651.3\"          \"PRKAR1B\"             \"AC147651.4\"         \n",
       " [6058] \"HEATR2\"              \"SUN1\"                \"GET4\"               \n",
       " [6061] \"RP11-449P15.2\"       \"ADAP1\"               \"COX19\"              \n",
       " [6064] \"C7orf50\"             \"GPR146\"              \"GPER1\"              \n",
       " [6067] \"ZFAND2A\"             \"AC091729.9\"          \"MICALL2\"            \n",
       " [6070] \"RP11-1246C19.1\"      \"INTS1\"               \"MAFK\"               \n",
       " [6073] \"TMEM184A\"            \"PSMG3\"               \"PSMG3-AS1\"          \n",
       " [6076] \"AC074389.9\"          \"MAD1L1\"              \"FTSJ2\"              \n",
       " [6079] \"NUDT1\"               \"SNX8\"                \"EIF3B\"              \n",
       " [6082] \"CHST12\"              \"AC004840.9\"          \"LFNG\"               \n",
       " [6085] \"BRAT1\"               \"IQCE\"                \"TTYH3\"              \n",
       " [6088] \"AMZ1\"                \"GNA12\"               \"CARD11\"             \n",
       " [6091] \"AC004906.3\"          \"FOXK1\"               \"AP5Z1\"              \n",
       " [6094] \"RBAK-RBAKDN\"         \"RBAK\"                \"WIPI2\"              \n",
       " [6097] \"SLC29A4\"             \"TNRC18\"              \"RP11-1275H24.2\"     \n",
       " [6100] \"RP11-1275H24.1\"      \"FBXL18\"              \"ACTB\"               \n",
       " [6103] \"CTB-161C1.1\"         \"FSCN1\"               \"RNF216\"             \n",
       " [6106] \"OCM\"                 \"CCZ1\"                \"RSPH10B\"            \n",
       " [6109] \"PMS2\"                \"AIMP2\"               \"EIF2AK1\"            \n",
       " [6112] \"AC004895.4\"          \"USP42\"               \"CYTH3\"              \n",
       " [6115] \"FAM220A\"             \"RAC1\"                \"DAGLB\"              \n",
       " [6118] \"KDELR2\"              \"FLJ20306\"            \"ZDHHC4\"             \n",
       " [6121] \"C7orf26\"             \"ZNF853\"              \"RP11-611L7.1\"       \n",
       " [6124] \"ZNF12\"               \"CCZ1B\"               \"C1GALT1\"            \n",
       " [6127] \"RP5-1159O4.2\"        \"RP5-1159O4.1\"        \"MIOS\"               \n",
       " [6130] \"RPA3\"                \"RPA3-AS1\"            \"AC009473.1\"         \n",
       " [6133] \"GLCCI1\"              \"ICA1\"                \"NDUFA4\"             \n",
       " [6136] \"RP5-855F16.1\"        \"PHF14\"               \"TMEM106B\"           \n",
       " [6139] \"VWDE\"                \"SCIN\"                \"ARL4A\"              \n",
       " [6142] \"ETV1\"                \"RP11-196O16.1\"       \"ISPD\"               \n",
       " [6145] \"GS1-166A23.2\"        \"ANKMY2\"              \"BZW2\"               \n",
       " [6148] \"TSPAN13\"             \"AC003075.4\"          \"AHR\"                \n",
       " [6151] \"SNX13\"               \"HDAC9\"               \"TWISTNB\"            \n",
       " [6154] \"MACC1\"               \"CTA-293F17.1\"        \"SP4\"                \n",
       " [6157] \"DNAH11\"              \"CDCA7L\"              \"RAPGEF5\"            \n",
       " [6160] \"STEAP1B\"             \"AC002480.2\"          \"AC073072.5\"         \n",
       " [6163] \"IL6\"                 \"TOMM7\"               \"AC005682.8\"         \n",
       " [6166] \"FAM126A\"             \"KLHL7-AS1\"           \"KLHL7\"              \n",
       " [6169] \"NUPL2\"               \"AC005082.12\"         \"MALSU1\"             \n",
       " [6172] \"IGF2BP3\"             \"TRA2A\"               \"CCDC126\"            \n",
       " [6175] \"FAM221A\"             \"MPP6\"                \"DFNA5\"              \n",
       " [6178] \"OSBPL3\"              \"CYCS\"                \"C7orf31\"            \n",
       " [6181] \"AC003090.1\"          \"NFE2L3\"              \"CTB-119C2.1\"        \n",
       " [6184] \"HNRNPA2B1\"           \"CBX3\"                \"SNX10\"              \n",
       " [6187] \"AC004540.5\"          \"SKAP2\"               \"HOXA1\"              \n",
       " [6190] \"HOTAIRM1\"            \"HOXA-AS2\"            \"HOXA4\"              \n",
       " [6193] \"HOXA5\"               \"HOXA7\"               \"HOXA9\"              \n",
       " [6196] \"HOXA10-AS\"           \"HOXA10\"              \"HIBADH\"             \n",
       " [6199] \"AC004549.6\"          \"TAX1BP1\"             \"JAZF1\"              \n",
       " [6202] \"JAZF1-AS1\"           \"CREB5\"               \"CTB-113D17.1\"       \n",
       " [6205] \"CPVL\"                \"CHN2\"                \"SCRN1\"              \n",
       " [6208] \"AC007285.6\"          \"FKBP14\"              \"PLEKHA8\"            \n",
       " [6211] \"MTURN\"               \"AC007036.6\"          \"ZNRF2\"              \n",
       " [6214] \"NOD1\"                \"GS1-114I9.1\"         \"GGCT\"               \n",
       " [6217] \"GARS\"                \"FAM188B\"             \"PPP1R17\"            \n",
       " [6220] \"LSM5\"                \"AVL9\"                \"RP11-225B17.2\"      \n",
       " [6223] \"KBTBD2\"              \"FKBP9\"               \"NT5C3A\"             \n",
       " [6226] \"RP9\"                 \"BBS9\"                \"DPY19L1\"            \n",
       " [6229] \"HERPUD2\"             \"RP11-379H18.1\"       \"AC007551.3\"         \n",
       " [6232] \"SEPT7\"               \"EEPD1\"               \"KIAA0895\"           \n",
       " [6235] \"ANLN\"                \"AOAH\"                \"AC007349.5\"         \n",
       " [6238] \"ELMO1\"               \"GPR141\"              \"EPDR1\"              \n",
       " [6241] \"NME8\"                \"STARD3NL\"            \"RP11-121A8.1\"       \n",
       " [6244] \"FAM183B\"             \"VPS41\"               \"YAE1D1\"             \n",
       " [6247] \"RALA\"                \"LINC00265\"           \"RP11-467D6.1\"       \n",
       " [6250] \"CDK13\"               \"MPLKIP\"              \"SUGCT\"              \n",
       " [6253] \"INHBA\"               \"INHBA-AS1\"           \"C7orf25\"            \n",
       " [6256] \"PSMA2\"               \"MRPL32\"              \"STK17A\"             \n",
       " [6259] \"COA1\"                \"BLVRA\"               \"MRPS24\"             \n",
       " [6262] \"URGCP\"               \"UBE2D4\"              \"AC004951.6\"         \n",
       " [6265] \"LINC00957\"           \"DBNL\"                \"POLM\"               \n",
       " [6268] \"AEBP1\"               \"POLD2\"               \"GCK\"                \n",
       " [6271] \"YKT6\"                \"NUDCD3\"              \"DDX56\"              \n",
       " [6274] \"TMED4\"               \"OGDH\"                \"ZMIZ2\"              \n",
       " [6277] \"PPIA\"                \"H2AFV\"               \"AC004854.4\"         \n",
       " [6280] \"PURB\"                \"RP4-673M15.1\"        \"MYO1G\"              \n",
       " [6283] \"SNHG15\"              \"CCM2\"                \"TBRG4\"              \n",
       " [6286] \"RAMP3\"               \"ADCY1\"               \"RP11-638I8.1\"       \n",
       " [6289] \"IGFBP3\"              \"AC073115.7\"          \"TNS3\"               \n",
       " [6292] \"HUS1\"                \"LINC00525\"           \"SUN3\"               \n",
       " [6295] \"C7orf57\"             \"UPP1\"                \"AC020743.2\"         \n",
       " [6298] \"IKZF1\"               \"FIGNL1\"              \"GRB10\"              \n",
       " [6301] \"SEC61G\"              \"LANCL2\"              \"VOPP1\"              \n",
       " [6304] \"ZNF713\"              \"GBAS\"                \"MRPS17\"             \n",
       " [6307] \"PSPH\"                \"CCT6A\"               \"SUMF2\"              \n",
       " [6310] \"PHKG1\"               \"CHCHD2\"              \"NUPR1L\"             \n",
       " [6313] \"RP11-340I6.8\"        \"ZNF736\"              \"ZNF680\"             \n",
       " [6316] \"ZNF107\"              \"ZNF138\"              \"ZNF273\"             \n",
       " [6319] \"RP11-797H7.5\"        \"ZNF117\"              \"ERV3-1\"             \n",
       " [6322] \"ZNF92\"               \"VKORC1L1\"            \"GUSB\"               \n",
       " [6325] \"ASL\"                 \"CRCP\"                \"TPST1\"              \n",
       " [6328] \"LINC00174\"           \"GS1-124K5.3\"         \"GS1-124K5.4\"        \n",
       " [6331] \"GS1-124K5.11\"        \"KCTD7\"               \"RABGEF1\"            \n",
       " [6334] \"RP11-792A8.4\"        \"RP11-458F8.4\"        \"TMEM248\"            \n",
       " [6337] \"SBDS\"                \"TYW1\"                \"RP11-166O4.6\"       \n",
       " [6340] \"RP11-166O4.5\"        \"AUTS2\"               \"CALN1\"              \n",
       " [6343] \"POM121\"              \"RP11-313P13.5\"       \"TRIM74\"             \n",
       " [6346] \"NSUN5\"               \"BAZ1B\"               \"BCL7B\"              \n",
       " [6349] \"TBL2\"                \"DNAJC30\"             \"WBSCR22\"            \n",
       " [6352] \"STX1A\"               \"LINC00035\"           \"ABHD11\"             \n",
       " [6355] \"WBSCR27\"             \"LIMK1\"               \"EIF4H\"              \n",
       " [6358] \"LAT2\"                \"RFC2\"                \"CLIP2\"              \n",
       " [6361] \"GTF2IRD1\"            \"GTF2I\"               \"NCF1\"               \n",
       " [6364] \"GTF2IRD2\"            \"WBSCR16\"             \"GTF2IRD2B\"          \n",
       " [6367] \"POM121C\"             \"HIP1\"                \"RHBDD2\"             \n",
       " [6370] \"POR\"                 \"STYXL1\"              \"MDH2\"               \n",
       " [6373] \"HSPB1\"               \"YWHAG\"               \"SRCRB4D\"            \n",
       " [6376] \"ZP3\"                 \"DTX2\"                \"POMZP3\"             \n",
       " [6379] \"CCDC146\"             \"FGL2\"                \"GSAP\"               \n",
       " [6382] \"RP5-899E9.1\"         \"PTPN12\"              \"RSBN1L-AS1\"         \n",
       " [6385] \"RSBN1L\"              \"TMEM60\"              \"PHTF2\"              \n",
       " [6388] \"RP5-1185I7.1\"        \"GNAI1\"               \"CD36\"               \n",
       " [6391] \"SEMA3C\"              \"HGF\"                 \"SEMA3A\"             \n",
       " [6394] \"AC074183.4\"          \"KIAA1324L\"           \"AC005076.5\"         \n",
       " [6397] \"DMTF1\"               \"TMEM243\"             \"TP53TG1\"            \n",
       " [6400] \"CROT\"                \"ABCB4\"               \"ABCB1\"              \n",
       " [6403] \"RUNDC3B\"             \"SLC25A40\"            \"DBF4\"               \n",
       " [6406] \"ADAM22\"              \"SRI\"                 \"AC003991.3\"         \n",
       " [6409] \"STEAP4\"              \"GTPBP10\"             \"CLDN12\"             \n",
       " [6412] \"CDK14\"               \"AC002456.2\"          \"FZD1\"               \n",
       " [6415] \"MTERF\"               \"AKAP9\"               \"CYP51A1\"            \n",
       " [6418] \"CTB-161K23.1\"        \"KRIT1\"               \"ANKIB1\"             \n",
       " [6421] \"GATAD1\"              \"PEX1\"                \"RBM48\"              \n",
       " [6424] \"FAM133B\"             \"CDK6\"                \"AC002454.1\"         \n",
       " [6427] \"SAMD9\"               \"SAMD9L\"              \"CCDC132\"            \n",
       " [6430] \"GNG11\"               \"BET1\"                \"CASD1\"              \n",
       " [6433] \"SGCE\"                \"PEG10\"               \"PPP1R9A\"            \n",
       " [6436] \"PON2\"                \"PDK4\"                \"AC002451.3\"         \n",
       " [6439] \"SLC25A13\"            \"SHFM1\"               \"RP11-682N22.1\"      \n",
       " [6442] \"ACN9\"                \"ASNS\"                \"LMTK2\"              \n",
       " [6445] \"TECPR1\"              \"BRI3\"                \"BAIAP2L1\"           \n",
       " [6448] \"RP4-607J23.2\"        \"NPTX2\"               \"TMEM130\"            \n",
       " [6451] \"TRRAP\"               \"AC004893.11\"         \"SMURF1\"             \n",
       " [6454] \"ARPC1A\"              \"ARPC1B\"              \"PDAP1\"              \n",
       " [6457] \"BUD31\"               \"PTCD1\"               \"CPSF4\"              \n",
       " [6460] \"ATP5J2\"              \"ZNF789\"              \"ZNF394\"             \n",
       " [6463] \"ZKSCAN5\"             \"FAM200A\"             \"ZNF655\"             \n",
       " [6466] \"GS1-259H13.2\"        \"ZSCAN25\"             \"CYP3A5\"             \n",
       " [6469] \"TRIM4\"               \"GJC3\"                \"ZKSCAN1\"            \n",
       " [6472] \"ZSCAN21\"             \"ZNF3\"                \"COPS6\"              \n",
       " [6475] \"MCM7\"                \"AP4M1\"               \"TAF6\"               \n",
       " [6478] \"CNPY4\"               \"MBLAC1\"              \"LAMTOR4\"            \n",
       " [6481] \"C7orf43\"             \"GAL3ST4\"             \"GPC2\"               \n",
       " [6484] \"STAG3\"               \"GATS\"                \"PVRIG\"              \n",
       " [6487] \"SPDYE3\"              \"PILRB\"               \"PILRA\"              \n",
       " [6490] \"ZCWPW1\"              \"MEPCE\"               \"PPP1R35\"            \n",
       " [6493] \"RP11-758P17.3\"       \"C7orf61\"             \"TSC22D4\"            \n",
       " [6496] \"AGFG2\"               \"LRCH4\"               \"FBXO24\"             \n",
       " [6499] \"PCOLCE\"              \"MOSPD3\"              \"TFR2\"               \n",
       " [6502] \"GNB2\"                \"GIGYF1\"              \"POP7\"               \n",
       " [6505] \"EPHB4\"               \"SLC12A9\"             \"RP11-126L15.4\"      \n",
       " [6508] \"TRIP6\"               \"SRRT\"                \"UFSP1\"              \n",
       " [6511] \"MUC12\"               \"RP11-395B7.4\"        \"TRIM56\"             \n",
       " [6514] \"SERPINE1\"            \"AP1S1\"               \"VGF\"                \n",
       " [6517] \"PLOD3\"               \"ZNHIT1\"              \"CLDN15\"             \n",
       " [6520] \"FIS1\"                \"RABL5\"               \"CUX1\"               \n",
       " [6523] \"SH2B2\"               \"PRKRIP1\"             \"ORAI2\"              \n",
       " [6526] \"ALKBH4\"              \"LRWD1\"               \"POLR2J\"             \n",
       " [6529] \"RASA4B\"              \"POLR2J3\"             \"RASA4\"              \n",
       " [6532] \"FAM185A\"             \"FBXL13\"              \"ARMC10\"             \n",
       " [6535] \"NAPEPLD\"             \"PMPCB\"               \"DNAJC2\"             \n",
       " [6538] \"PSMC2\"               \"ORC5\"                \"RP11-325F22.2\"      \n",
       " [6541] \"LINC01004\"           \"KMT2E-AS1\"           \"KMT2E\"              \n",
       " [6544] \"CTB-152G17.6\"        \"SRPK2\"               \"RP4-778K6.3\"        \n",
       " [6547] \"PUS7\"                \"RINT1\"               \"EFCAB10\"            \n",
       " [6550] \"RP11-251G23.5\"       \"ATXN7L1\"             \"CDHR3\"              \n",
       " [6553] \"SYPL1\"               \"NAMPT\"               \"RP11-22N19.2\"       \n",
       " [6556] \"CCDC71L\"             \"PIK3CG\"              \"PRKAR2B\"            \n",
       " [6559] \"HBP1\"                \"COG5\"                \"DUS4L\"              \n",
       " [6562] \"RP4-593H12.1\"        \"BCAP29\"              \"SLC26A4-AS1\"        \n",
       " [6565] \"SLC26A4\"             \"AC002467.7\"          \"CBLL1\"              \n",
       " [6568] \"DLD\"                 \"CTB-13F3.1\"          \"NRCAM\"              \n",
       " [6571] \"PNPLA8\"              \"THAP5\"               \"DNAJB9\"             \n",
       " [6574] \"IMMP2L\"              \"LRRN3\"               \"DOCK4\"              \n",
       " [6577] \"ZNF277\"              \"IFRD1\"               \"LSMEM1\"             \n",
       " [6580] \"TMEM168\"             \"C7orf60\"             \"LINC00998\"          \n",
       " [6583] \"MDFIC\"               \"AC068610.3\"          \"TFEC\"               \n",
       " [6586] \"TES\"                 \"CAV2\"                \"CAV1\"               \n",
       " [6589] \"CAPZA2\"              \"ST7\"                 \"ST7-OT4\"            \n",
       " [6592] \"NAA38\"               \"ANKRD7\"              \"ING3\"               \n",
       " [6595] \"CPED1\"               \"WNT16\"               \"FAM3C\"              \n",
       " [6598] \"AASS\"                \"IQUB\"                \"NDUFA5\"             \n",
       " [6601] \"ASB15\"               \"WASL\"                \"RP11-390E23.6\"      \n",
       " [6604] \"POT1\"                \"POT1-AS1\"            \"ZNF800\"             \n",
       " [6607] \"GCC1\"                \"ARF5\"                \"FSCN3\"              \n",
       " [6610] \"SND1\"                \"LRRC4\"               \"RBM28\"              \n",
       " [6613] \"IMPDH1\"              \"HILPDA\"              \"METTL2B\"            \n",
       " [6616] \"RP11-212P7.2\"        \"RP11-274B21.10\"      \"FAM71F2\"            \n",
       " [6619] \"CALU\"                \"CCDC136\"             \"ATP6V1F\"            \n",
       " [6622] \"IRF5\"                \"TNPO3\"               \"TSPAN33\"            \n",
       " [6625] \"AHCYL2\"              \"STRIP2\"              \"SMKR1\"              \n",
       " [6628] \"RP11-448A19.1\"       \"NRF1\"                \"UBE2H\"              \n",
       " [6631] \"ZC3HC1\"              \"KLHDC10\"             \"RP11-775D22.2\"      \n",
       " [6634] \"TMEM209\"             \"CPA5\"                \"CEP41\"              \n",
       " [6637] \"MEST\"                \"COPG2\"               \"TSGA13\"             \n",
       " [6640] \"AC016831.7\"          \"MIR29A\"              \"RP11-138A9.1\"       \n",
       " [6643] \"RP11-138A9.2\"        \"LINC-PINT\"           \"MKLN1\"              \n",
       " [6646] \"RP11-180C16.1\"       \"PODXL\"               \"PLXNA4\"             \n",
       " [6649] \"CHCHD3\"              \"EXOC4\"               \"SLC35B4\"            \n",
       " [6652] \"RP11-38M8.1\"         \"AKR1B1\"              \"BPGM\"               \n",
       " [6655] \"CALD1\"               \"AGBL3\"               \"C7orf49\"            \n",
       " [6658] \"TMEM140\"             \"RP11-134L10.1\"       \"WDR91\"              \n",
       " [6661] \"CNOT4\"               \"NUP205\"              \"C7orf73\"            \n",
       " [6664] \"SLC13A4\"             \"RP11-644N4.1\"        \"AC015987.1\"         \n",
       " [6667] \"MTPN\"                \"AC015987.2\"          \"AC024084.1\"         \n",
       " [6670] \"AC009784.3\"          \"CREB3L2\"             \"TRIM24\"             \n",
       " [6673] \"SVOPL\"               \"ZC3HAV1L\"            \"ZC3HAV1\"            \n",
       " [6676] \"TTC26\"               \"UBN2\"                \"C7orf55\"            \n",
       " [6679] \"C7orf55-LUC7L2\"      \"RP11-634H22.1\"       \"HIPK2\"              \n",
       " [6682] \"TBXAS1\"              \"PARP12\"              \"KDM7A\"              \n",
       " [6685] \"JHDM1D-AS1\"          \"SLC37A3\"             \"RAB19\"              \n",
       " [6688] \"MKRN1\"               \"ADCK2\"               \"NDUFB2\"             \n",
       " [6691] \"NDUFB2-AS1\"          \"BRAF\"                \"RP4-813F11.4\"       \n",
       " [6694] \"MRPS33\"              \"AGK\"                 \"RP5-894A10.2\"       \n",
       " [6697] \"KIAA1147\"            \"WEE2-AS1\"            \"SSBP1\"              \n",
       " [6700] \"CLEC5A\"              \"TRBV11-2\"            \"PRSS1\"              \n",
       " [6703] \"EPHB6\"               \"GSTK1\"               \"TMEM139\"            \n",
       " [6706] \"CASP2\"               \"CLCN1\"               \"FAM131B\"            \n",
       " [6709] \"AC093673.5\"          \"ZYX\"                 \"EPHA1\"              \n",
       " [6712] \"EPHA1-AS1\"           \"FAM115C\"             \"FAM115A\"            \n",
       " [6715] \"ARHGEF35\"            \"OR2A1-AS1\"           \"ARHGEF5\"            \n",
       " [6718] \"TPK1\"                \"CNTNAP2\"             \"RP5-1136G13.2\"      \n",
       " [6721] \"CUL1\"                \"EZH2\"                \"PDIA4\"              \n",
       " [6724] \"ZNF786\"              \"ZNF425\"              \"ZNF398\"             \n",
       " [6727] \"ZNF282\"              \"ZNF212\"              \"ZNF783\"             \n",
       " [6730] \"ZNF777\"              \"ZNF746\"              \"KRBA1\"              \n",
       " [6733] \"ZNF467\"              \"ZNF862\"              \"ATP6V0E2-AS1\"       \n",
       " [6736] \"ATP6V0E2\"            \"RP11-728K20.3\"       \"ACTR3C\"             \n",
       " [6739] \"LRRC61\"              \"ZBED6CL\"             \"REPIN1\"             \n",
       " [6742] \"ZNF775\"              \"LINC00996\"           \"GIMAP8\"             \n",
       " [6745] \"GIMAP7\"              \"GIMAP4\"              \"GIMAP6\"             \n",
       " [6748] \"GIMAP2\"              \"GIMAP1\"              \"GIMAP5\"             \n",
       " [6751] \"TMEM176B\"            \"TMEM176A\"            \"KCNH2\"              \n",
       " [6754] \"NOS3\"                \"ATG9B\"               \"ABCB8\"              \n",
       " [6757] \"RP11-148K1.10\"       \"ASIC3\"               \"CDK5\"               \n",
       " [6760] \"SLC4A2\"              \"RP11-148K1.12\"       \"FASTK\"              \n",
       " [6763] \"TMUB1\"               \"AGAP3\"               \"ABCF2\"              \n",
       " [6766] \"CHPF2\"               \"SMARCD3\"             \"RP4-548D19.3\"       \n",
       " [6769] \"NUB1\"                \"WDR86\"               \"CRYGN\"              \n",
       " [6772] \"RHEB\"                \"PRKAG2\"              \"PRKAG2-AS1\"         \n",
       " [6775] \"GALNT11\"             \"RP5-981O7.2\"         \"KMT2C\"              \n",
       " [6778] \"LINC01003\"           \"XRCC2\"               \"ACTR3B\"             \n",
       " [6781] \"PAXIP1-AS2\"          \"PAXIP1\"              \"RP11-5C23.1\"        \n",
       " [6784] \"RP11-5C23.2\"         \"PAXIP1-AS1\"          \"AC144652.1\"         \n",
       " [6787] \"INSIG1\"              \"AC009403.2\"          \"RBM33\"              \n",
       " [6790] \"C7orf13\"             \"RNF32\"               \"AC005534.8\"         \n",
       " [6793] \"LMBR1\"               \"NOM1\"                \"UBE3C\"              \n",
       " [6796] \"DNAJB6\"              \"PTPRN2\"              \"AC011899.9\"         \n",
       " [6799] \"RP11-452C13.1\"       \"NCAPG2\"              \"ESYT2\"              \n",
       " [6802] \"WDR60\"               \"VIPR2\"               \"PLCXD1\"             \n",
       " [6805] \"GTPBP6\"              \"LINC00685\"           \"PPP2R3B\"            \n",
       " [6808] \"RP11-309M23.1\"       \"CSF2RA\"              \"IL3RA\"              \n",
       " [6811] \"SLC25A6\"             \"LINC00106\"           \"ASMTL-AS1\"          \n",
       " [6814] \"ASMTL\"               \"P2RY8\"               \"AKAP17A\"            \n",
       " [6817] \"ASMT\"                \"RP13-297E16.4\"       \"RP13-297E16.5\"      \n",
       " [6820] \"DHRSX\"               \"ZBED1\"               \"LINC00102\"          \n",
       " [6823] \"CD99\"                \"ARSD\"                \"ARSE\"               \n",
       " [6826] \"PRKX\"                \"RP11-706O15.1\"       \"HDHD1\"              \n",
       " [6829] \"STS\"                 \"PNPLA4\"              \"FAM9B\"              \n",
       " [6832] \"TBL1X\"               \"WWC3\"                \"CLCN4\"              \n",
       " [6835] \"RP11-120D5.1\"        \"HCCS\"                \"ARHGAP6\"            \n",
       " [6838] \"MSL3\"                \"PRPS2\"               \"TLR7\"               \n",
       " [6841] \"TLR8\"                \"TMSB4X\"              \"FAM9C\"              \n",
       " [6844] \"TCEANC\"              \"RAB9A\"               \"TRAPPC2\"            \n",
       " [6847] \"OFD1\"                \"GPM6B\"               \"GEMIN8\"             \n",
       " [6850] \"FANCB\"               \"MOSPD2\"              \"ASB9\"               \n",
       " [6853] \"ASB11\"               \"PIGA\"                \"PIR\"                \n",
       " [6856] \"TMEM27\"              \"CA5B\"                \"ZRSR2\"              \n",
       " [6859] \"AP1S2\"               \"CTPS2\"               \"SYAP1\"              \n",
       " [6862] \"TXLNG\"               \"RBBP7\"               \"REPS2\"              \n",
       " [6865] \"NHS\"                 \"SCML1\"               \"RAI2\"               \n",
       " [6868] \"BEND2\"               \"SCML2\"               \"CDKL5\"              \n",
       " [6871] \"PHKA2\"               \"PDHA1\"               \"SH3KBP1\"            \n",
       " [6874] \"CXorf23\"             \"EIF1AX\"              \"RPS6KA3\"            \n",
       " [6877] \"CNKSR2\"              \"KLHL34\"              \"MBTPS2\"             \n",
       " [6880] \"YY2\"                 \"SMS\"                 \"PHEX\"               \n",
       " [6883] \"PRDX4\"               \"ACOT9\"               \"RP13-314C10.5\"      \n",
       " [6886] \"SAT1\"                \"APOO\"                \"CXorf58\"            \n",
       " [6889] \"KLHL15\"              \"EIF2S3\"              \"ZFX\"                \n",
       " [6892] \"PDK3\"                \"PCYT1B\"              \"POLA1\"              \n",
       " [6895] \"CXorf21\"             \"GK\"                  \"TAB3\"               \n",
       " [6898] \"DMD\"                 \"PRRG1\"               \"LANCL3\"             \n",
       " [6901] \"XK\"                  \"CYBB\"                \"DYNLT3\"             \n",
       " [6904] \"SRPX\"                \"RPGR\"                \"TSPAN7\"             \n",
       " [6907] \"MID1IP1\"             \"RP11-265P11.2\"       \"BCOR\"               \n",
       " [6910] \"ATP6AP2\"             \"CXorf38\"             \"MED14\"              \n",
       " [6913] \"MED14-AS1\"           \"USP9X\"               \"RP5-1172N10.2\"      \n",
       " [6916] \"DDX3X\"               \"CASK\"                \"GPR34\"              \n",
       " [6919] \"GPR82\"               \"EFHC2\"               \"FUNDC1\"             \n",
       " [6922] \"KDM6A\"               \"RP6-99M1.2\"          \"RP6-99M1.3\"         \n",
       " [6925] \"KRBOX4\"              \"ZNF674\"              \"ZNF674-AS1\"         \n",
       " [6928] \"CHST7\"               \"SLC9A7\"              \"RP2\"                \n",
       " [6931] \"JADE3\"               \"NDUFB11\"             \"RBM10\"              \n",
       " [6934] \"UBA1\"                \"CDK16\"               \"USP11\"              \n",
       " [6937] \"ZNF157\"              \"ZNF41\"               \"CXorf24\"            \n",
       " [6940] \"ARAF\"                \"SYN1\"                \"TIMP1\"              \n",
       " [6943] \"CFP\"                 \"ELK1\"                \"UXT\"                \n",
       " [6946] \"UXT-AS1\"             \"ZNF81\"               \"ZNF182\"             \n",
       " [6949] \"ZNF630\"              \"SLC38A5\"             \"FTSJ1\"              \n",
       " [6952] \"AF196972.9\"          \"PORCN\"               \"EBP\"                \n",
       " [6955] \"TBC1D25\"             \"AC115618.1\"          \"RBM3\"               \n",
       " [6958] \"WDR13\"               \"WAS\"                 \"SUV39H1\"            \n",
       " [6961] \"GATA1\"               \"HDAC6\"               \"PCSK1N\"             \n",
       " [6964] \"TIMM17B\"             \"PQBP1\"               \"SLC35A2\"            \n",
       " [6967] \"PIM2\"                \"OTUD5\"               \"KCND1\"              \n",
       " [6970] \"GRIPAP1\"             \"TFE3\"                \"CCDC120\"            \n",
       " [6973] \"PRAF2\"               \"WDR45\"               \"GPKOW\"              \n",
       " [6976] \"MAGIX\"               \"PLP2\"                \"PRICKLE3\"           \n",
       " [6979] \"SYP\"                 \"CACNA1F\"             \"CCDC22\"             \n",
       " [6982] \"FOXP3\"               \"PPP1R3F\"             \"LL0XNC01-7P3.1\"     \n",
       " [6985] \"USP27X-AS1\"          \"USP27X\"              \"CLCN5\"              \n",
       " [6988] \"CCNB3\"               \"NUDT10\"              \"RP11-348F1.3\"       \n",
       " [6991] \"RP11-348F1.2\"        \"NUDT11\"              \"GSPT2\"              \n",
       " [6994] \"MAGED1\"              \"FAM156B\"             \"TSPYL2\"             \n",
       " [6997] \"LINC01155\"           \"RP11-258C19.7\"       \"KDM5C\"              \n",
       " [7000] \"IQSEC2\"              \"SMC1A\"               \"RIBC1\"              \n",
       " [7003] \"HSD17B10\"            \"HUWE1\"               \"PHF8\"               \n",
       " [7006] \"FAM120C\"             \"WNK3\"                \"TSR2\"               \n",
       " [7009] \"GNL3L\"               \"MAGED2\"              \"TRO\"                \n",
       " [7012] \"APEX2\"               \"FAM104B\"             \"MTRNR2L10\"          \n",
       " [7015] \"PAGE5\"               \"MAGEH1\"              \"USP51\"              \n",
       " [7018] \"RRAGB\"               \"RP13-188A5.1\"        \"KLF8\"               \n",
       " [7021] \"UBQLN2\"              \"SPIN3\"               \"SPIN2B\"             \n",
       " [7024] \"RP3-323P24.3\"        \"SPIN2A\"              \"FAAH2\"              \n",
       " [7027] \"ZXDB\"                \"ZXDA\"                \"SPIN4\"              \n",
       " [7030] \"ARHGEF9\"             \"AMER1\"               \"MTMR8\"              \n",
       " [7033] \"ZC4H2\"               \"ZC3H12B\"             \"LAS1L\"              \n",
       " [7036] \"MSN\"                 \"VSIG4\"               \"AR\"                 \n",
       " [7039] \"OPHN1\"               \"YIPF6\"               \"STARD8\"             \n",
       " [7042] \"EFNB1\"               \"PJA1\"                \"EDA\"                \n",
       " [7045] \"IGBP1\"               \"PDZD11\"              \"KIF4A\"              \n",
       " [7048] \"DLG3\"                \"SNX12\"               \"FOXO4\"              \n",
       " [7051] \"CXorf65\"             \"IL2RG\"               \"MED12\"              \n",
       " [7054] \"NLGN3\"               \"RP5-1091N2.9\"        \"ZMYM3\"              \n",
       " [7057] \"NONO\"                \"ITGB1BP2\"            \"TAF1\"               \n",
       " [7060] \"OGT\"                 \"ACRC\"                \"CXCR3\"              \n",
       " [7063] \"NHSL2\"               \"RGAG4\"               \"PIN4\"               \n",
       " [7066] \"ERCC6L\"              \"RPS4X\"               \"HDAC8\"              \n",
       " [7069] \"NAP1L6\"              \"NAP1L2\"              \"CHIC1\"              \n",
       " [7072] \"JPX\"                 \"FTX\"                 \"RLIM\"               \n",
       " [7075] \"KIAA2022\"            \"ABCB7\"               \"UPRT\"               \n",
       " [7078] \"ZDHHC15\"             \"PBDC1\"               \"MAGEE1\"             \n",
       " [7081] \"ATRX\"                \"MAGT1\"               \"COX7B\"              \n",
       " [7084] \"ATP7A\"               \"PGAM4\"               \"PGK1\"               \n",
       " [7087] \"TAF9B\"               \"CYSLTR1\"             \"P2RY10\"             \n",
       " [7090] \"GPR174\"              \"ITM2A\"               \"BRWD3\"              \n",
       " [7093] \"HMGN5\"               \"SH3BGRL\"             \"HDX\"                \n",
       " [7096] \"APOOL\"               \"ZNF711\"              \"POF1B\"              \n",
       " [7099] \"CHM\"                 \"NAP1L3\"              \"DIAPH2\"             \n",
       " [7102] \"RPA4\"                \"TSPAN6\"              \"SYTL4\"              \n",
       " [7105] \"CSTF2\"               \"XKRX\"                \"TRMT2B\"             \n",
       " [7108] \"CENPI\"               \"TIMM8A\"              \"BTK\"                \n",
       " [7111] \"RPL36A\"              \"GLA\"                 \"HNRNPH2\"            \n",
       " [7114] \"ARMCX4\"              \"ARMCX1\"              \"ARMCX6\"             \n",
       " [7117] \"ARMCX3\"              \"ARMCX2\"              \"ZMAT1\"              \n",
       " [7120] \"TCEAL2\"              \"BEX5\"                \"ARMCX5\"             \n",
       " [7123] \"RP4-769N13.7\"        \"GPRASP1\"             \"GPRASP2\"            \n",
       " [7126] \"BHLHB9\"              \"LINC00630\"           \"LL0XNC01-237H1.2\"   \n",
       " [7129] \"BEX1\"                \"BEX4\"                \"TCEAL8\"             \n",
       " [7132] \"BEX2\"                \"WBP5\"                \"NGFRAP1\"            \n",
       " [7135] \"TCEAL4\"              \"TCEAL3\"              \"TCEAL1\"             \n",
       " [7138] \"MORF4L2\"             \"MORF4L2-AS1\"         \"RAB9B\"              \n",
       " [7141] \"LL0XNC01-116E7.2\"    \"TMSB15B\"             \"SLC25A53\"           \n",
       " [7144] \"ZCCHC18\"             \"FAM199X\"             \"CXorf57\"            \n",
       " [7147] \"TBC1D8B\"             \"MORC4\"               \"RBM41\"              \n",
       " [7150] \"NUP62CL\"             \"FRMPD3\"              \"PRPS1\"              \n",
       " [7153] \"TSC22D3\"             \"MID2\"                \"VSIG1\"              \n",
       " [7156] \"PSMD10\"              \"ATG4A\"               \"NXT2\"               \n",
       " [7159] \"KCNE1L\"              \"ACSL4\"               \"TMEM164\"            \n",
       " [7162] \"AMMECR1\"             \"GNG5P2\"              \"PAK3\"               \n",
       " [7165] \"ALG13\"               \"AMOT\"                \"PLS3\"               \n",
       " [7168] \"RP1-241P17.4\"        \"KLHL13\"              \"WDR44\"              \n",
       " [7171] \"DOCK11\"              \"IL13RA1\"             \"LONRF3\"             \n",
       " [7174] \"PGRMC1\"              \"SLC25A43\"            \"SLC25A5\"            \n",
       " [7177] \"CXorf56\"             \"UBE2A\"               \"NKRF\"               \n",
       " [7180] \"SEPT6\"               \"SOWAHD\"              \"RPL39\"              \n",
       " [7183] \"UPF3B\"               \"RNF113A\"             \"NDUFA1\"             \n",
       " [7186] \"NKAP\"                \"RP4-755D9.1\"         \"ZBTB33\"             \n",
       " [7189] \"TMEM255A\"            \"LAMP2\"               \"CUL4B\"              \n",
       " [7192] \"MCTS1\"               \"C1GALT1C1\"           \"GLUD2\"              \n",
       " [7195] \"THOC2\"               \"XIAP\"                \"RP1-315G1.3\"        \n",
       " [7198] \"STAG2\"               \"SH2D1A\"              \"TENM1\"              \n",
       " [7201] \"SMARCA1\"             \"OCRL\"                \"XPNPEP2\"            \n",
       " [7204] \"SASH3\"               \"ZDHHC9\"              \"UTP14A\"             \n",
       " [7207] \"BCORL1\"              \"ELF4\"                \"AIFM1\"              \n",
       " [7210] \"RAB33A\"              \"ZNF280C\"             \"SLC25A14\"           \n",
       " [7213] \"RBMX2\"               \"ENOX2\"               \"RP11-453F18__B.1\"   \n",
       " [7216] \"MST4\"                \"RAP2C\"               \"RAP2C-AS1\"          \n",
       " [7219] \"MBNL3\"               \"GPC3\"                \"PHF6\"               \n",
       " [7222] \"HPRT1\"               \"FAM122B\"             \"FAM122C\"            \n",
       " [7225] \"MOSPD1\"              \"SMIM10\"              \"FAM127C\"            \n",
       " [7228] \"FAM127A\"             \"FAM127B\"             \"ZNF75D\"             \n",
       " [7231] \"ZNF449\"              \"DDX26B\"              \"MMGT1\"              \n",
       " [7234] \"SLC9A6\"              \"FHL1\"                \"MAP7D3\"             \n",
       " [7237] \"HTATSF1\"             \"CD40LG\"              \"ARHGEF6\"            \n",
       " [7240] \"RP11-1114A5.4\"       \"RBMX\"                \"MCF2\"               \n",
       " [7243] \"ATP11C\"              \"LDOC1\"               \"SLITRK4\"            \n",
       " [7246] \"FMR1\"                \"IDS\"                 \"LINC00893\"          \n",
       " [7249] \"CXorf40A\"            \"TMEM185A\"            \"CXorf40B\"           \n",
       " [7252] \"LINC00894\"           \"MAMLD1\"              \"MTM1\"               \n",
       " [7255] \"MTMR1\"               \"CD99L2\"              \"HMGB3\"              \n",
       " [7258] \"VMA21\"               \"CETN2\"               \"NSDHL\"              \n",
       " [7261] \"ZNF185\"              \"PNMA5\"               \"PNMA3\"              \n",
       " [7264] \"PNMA6A\"              \"ZNF275\"              \"U82695.10\"          \n",
       " [7267] \"HAUS7\"               \"FAM58A\"              \"RP11-66N11.8\"       \n",
       " [7270] \"SLC6A8\"              \"BCAP31\"              \"ABCD1\"              \n",
       " [7273] \"IDH3G\"               \"SSR4\"                \"PDZD4\"              \n",
       " [7276] \"L1CAM\"               \"AVPR2\"               \"ARHGAP4\"            \n",
       " [7279] \"NAA10\"               \"RENBP\"               \"HCFC1\"              \n",
       " [7282] \"HCFC1-AS1\"           \"TMEM187\"             \"IRAK1\"              \n",
       " [7285] \"MECP2\"               \"TKTL1\"               \"FLNA\"               \n",
       " [7288] \"EMD\"                 \"RPL10\"               \"DNASE1L1\"           \n",
       " [7291] \"TAZ\"                 \"ATP6AP1\"             \"GDI1\"               \n",
       " [7294] \"FAM50A\"              \"PLXNA3\"              \"LAGE3\"              \n",
       " [7297] \"UBL4A\"               \"SLC10A3\"             \"FAM3A\"              \n",
       " [7300] \"G6PD\"                \"IKBKG\"               \"GAB3\"               \n",
       " [7303] \"DKC1\"                \"MPP1\"                \"F8\"                 \n",
       " [7306] \"F8A1\"                \"FUNDC2\"              \"MTCP1\"              \n",
       " [7309] \"CMC4\"                \"BRCC3\"               \"VBP1\"               \n",
       " [7312] \"RAB39B\"              \"CLIC2\"               \"F8A2\"               \n",
       " [7315] \"TMLHE\"               \"SPRY3\"               \"VAMP7\"              \n",
       " [7318] \"ZNF596\"              \"FBXO25\"              \"RP11-91J19.4\"       \n",
       " [7321] \"TDRP\"                \"ERICH1\"              \"CLN8\"               \n",
       " [7324] \"CTD-2336O2.1\"        \"ARHGEF10\"            \"KBTBD11-OT1\"        \n",
       " [7327] \"KBTBD11\"             \"MYOM2\"               \"RP11-134O21.1\"      \n",
       " [7330] \"GS1-57L11.1\"         \"CSMD1\"               \"RP11-115C21.2\"      \n",
       " [7333] \"MCPH1\"               \"ANGPT2\"              \"CTD-2541M15.1\"      \n",
       " [7336] \"CTD-2541M15.4\"       \"AGPAT5\"              \"DEFB1\"              \n",
       " [7339] \"FAM66B\"              \"SGK223\"              \"CLDN23\"             \n",
       " [7342] \"MFHAS1\"              \"ERI1\"                \"PPP1R3B\"            \n",
       " [7345] \"RP11-10A14.4\"        \"RP11-375N15.2\"       \"TNKS\"               \n",
       " [7348] \"RP11-1E4.1\"          \"MSRA\"                \"RP11-981G7.6\"       \n",
       " [7351] \"SOX7\"                \"PINX1\"               \"XKR6\"               \n",
       " [7354] \"AF131215.5\"          \"MTMR9\"               \"SLC35G5\"            \n",
       " [7357] \"FAM167A\"             \"BLK\"                 \"RP11-148O21.2\"      \n",
       " [7360] \"NEIL2\"               \"FDFT1\"               \"RP11-297N6.4\"       \n",
       " [7363] \"CTSB\"                \"RP11-481A20.11\"      \"FAM86B1\"            \n",
       " [7366] \"FAM85A\"              \"LONRF1\"              \"RP11-252C15.1\"      \n",
       " [7369] \"DLC1\"                \"MSR1\"                \"MICU3\"              \n",
       " [7372] \"ZDHHC2\"              \"CNOT7\"               \"VPS37A\"             \n",
       " [7375] \"MTUS1\"               \"RP11-156K13.3\"       \"PCM1\"               \n",
       " [7378] \"ASAH1\"               \"CTD-2547L16.1\"       \"NAT1\"               \n",
       " [7381] \"PSD3\"                \"CSGALNACT1\"          \"INTS10\"             \n",
       " [7384] \"LPL\"                 \"SLC18A1\"             \"ATP6V1B2\"           \n",
       " [7387] \"LZTS1\"               \"RP11-369E15.3\"       \"GFRA2\"              \n",
       " [7390] \"DOK2\"                \"XPO7\"                \"NPM2\"               \n",
       " [7393] \"FGF17\"               \"DMTN\"                \"FAM160B2\"           \n",
       " [7396] \"NUDT18\"              \"REEP4\"               \"BMP1\"               \n",
       " [7399] \"POLR3D\"              \"PIWIL2\"              \"SLC39A14\"           \n",
       " [7402] \"PPP3CC\"              \"RP11-582J16.4\"       \"SORBS3\"             \n",
       " [7405] \"PDLIM2\"              \"C8orf58\"             \"CCAR2\"              \n",
       " [7408] \"RP11-582J16.5\"       \"BIN3\"                \"EGR3\"               \n",
       " [7411] \"PEBP4\"               \"RP11-875O11.1\"       \"RHOBTB2\"            \n",
       " [7414] \"TNFRSF10B\"           \"TNFRSF10C\"           \"TNFRSF10D\"          \n",
       " [7417] \"TNFRSF10A\"           \"RP11-1149O23.4\"      \"CHMP7\"              \n",
       " [7420] \"R3HCC1\"              \"LOXL2\"               \"ENTPD4\"             \n",
       " [7423] \"SLC25A37\"            \"NKX3-1\"              \"RP11-203E8.1\"       \n",
       " [7426] \"ADAM28\"              \"RP11-624C23.1\"       \"ADAMDEC1\"           \n",
       " [7429] \"NEFM\"                \"DOCK5\"               \"GNRH1\"              \n",
       " [7432] \"KCTD9\"               \"CDCA2\"               \"PPP2R2A\"            \n",
       " [7435] \"BNIP3L\"              \"DPYSL2\"              \"TRIM35\"             \n",
       " [7438] \"PTK2B\"               \"EPHX2\"               \"CLU\"                \n",
       " [7441] \"CCDC25\"              \"ESCO2\"               \"PBK\"                \n",
       " [7444] \"SCARA5\"              \"NUGGC\"               \"ELP3\"               \n",
       " [7447] \"RP11-380I10.4\"       \"PNOC\"                \"ZNF395\"             \n",
       " [7450] \"FBXO16\"              \"FZD3\"                \"EXTL3\"              \n",
       " [7453] \"EXTL3-AS1\"           \"INTS9\"               \"HMBOX1\"             \n",
       " [7456] \"KIF13B\"              \"DUSP4\"               \"AC145110.1\"         \n",
       " [7459] \"TMEM66\"              \"RP11-489E7.4\"        \"LEPROTL1\"           \n",
       " [7462] \"MBOAT4\"              \"RP11-51J9.5\"         \"DCTN6\"              \n",
       " [7465] \"RBPMS\"               \"GTF2E2\"              \"GSR\"                \n",
       " [7468] \"PPP2CB\"              \"WRN\"                 \"NRG1\"               \n",
       " [7471] \"RP11-1002K11.1\"      \"RP11-11N9.4\"         \"FUT10\"              \n",
       " [7474] \"TTI2\"                \"MAK16\"               \"RNF122\"             \n",
       " [7477] \"ZNF703\"              \"RP11-863K10.7\"       \"ERLIN2\"             \n",
       " [7480] \"PROSC\"               \"GPR124\"              \"BRF2\"               \n",
       " [7483] \"RAB11FIP1\"           \"EIF4EBP1\"            \"ASH2L\"              \n",
       " [7486] \"RP11-90P5.2\"         \"LSM1\"                \"BAG4\"               \n",
       " [7489] \"DDHD2\"               \"PPAPDC1B\"            \"WHSC1L1\"            \n",
       " [7492] \"RP11-350N15.5\"       \"LETM2\"               \"FGFR1\"              \n",
       " [7495] \"TACC1\"               \"PLEKHA2\"             \"CTD-2544N14.3\"      \n",
       " [7498] \"HTRA4\"               \"TM2D2\"               \"ADAM9\"              \n",
       " [7501] \"IDO1\"                \"IDO2\"                \"ZMAT4\"              \n",
       " [7504] \"GOLGA7\"              \"GINS4\"               \"RP11-360L9.4\"       \n",
       " [7507] \"RP11-360L9.7\"        \"AGPAT6\"              \"RP11-360L9.8\"       \n",
       " [7510] \"NKX6-3\"              \"ANK1\"                \"RP11-930P14.2\"      \n",
       " [7513] \"KAT6A\"               \"RP11-589C21.6\"       \"RP11-589C21.5\"      \n",
       " [7516] \"AP3M2\"               \"PLAT\"                \"RP11-231D20.2\"      \n",
       " [7519] \"IKBKB\"               \"POLB\"                \"VDAC3\"              \n",
       " [7522] \"SLC20A2\"             \"RP11-503E24.2\"       \"SMIM19\"             \n",
       " [7525] \"RP11-503E24.3\"       \"THAP1\"               \"RNF170\"             \n",
       " [7528] \"HOOK3\"               \"FNTA\"                \"POMK\"               \n",
       " [7531] \"HGSNAT\"              \"SPIDR\"               \"CEBPD\"              \n",
       " [7534] \"PRKDC\"               \"MCM4\"                \"UBE2V2\"             \n",
       " [7537] \"RP11-567J20.3\"       \"PCMTD1\"              \"AC090186.1\"         \n",
       " [7540] \"RP11-110G21.1\"       \"RP11-546K22.3\"       \"RB1CC1\"             \n",
       " [7543] \"ATP6V1H\"             \"TCEA1\"               \"LYPLA1\"             \n",
       " [7546] \"MRPL15\"              \"TMEM68\"              \"TGS1\"               \n",
       " [7549] \"LYN\"                 \"RP11-446E9.2\"        \"RPS20\"              \n",
       " [7552] \"PLAG1\"               \"CHCHD7\"              \"RP11-140I16.3\"      \n",
       " [7555] \"SDR16C5\"             \"LINC00968\"           \"RP11-17A4.3\"        \n",
       " [7558] \"IMPAD1\"              \"FAM110B\"             \"UBXN2B\"             \n",
       " [7561] \"SDCBP\"               \"NSMAF\"               \"TOX\"                \n",
       " [7564] \"RP11-25K19.1\"        \"CA8\"                 \"RP11-163N6.2\"       \n",
       " [7567] \"RAB2A\"               \"CHD7\"                \"AC022182.1\"         \n",
       " [7570] \"AC022182.3\"          \"CLVS1\"               \"ASPH\"               \n",
       " [7573] \"GGH\"                 \"YTHDF3-AS1\"          \"YTHDF3\"             \n",
       " [7576] \"RP11-16E18.3\"        \"ARMC1\"               \"MTFR1\"              \n",
       " [7579] \"RP11-707M3.3\"        \"PDE7A\"               \"CTD-2532N20.1\"      \n",
       " [7582] \"DNAJC5B\"             \"RP11-346I3.4\"        \"RRS1\"               \n",
       " [7585] \"ADHFE1\"              \"C8orf46\"             \"MYBL1\"              \n",
       " [7588] \"VCPIP1\"              \"C8orf44-SGK3\"        \"C8orf44\"            \n",
       " [7591] \"SGK3\"                \"MCMDC2\"              \"COPS5\"              \n",
       " [7594] \"CSPP1\"               \"ARFGEF1\"             \"RP11-7F18.2\"        \n",
       " [7597] \"SLCO5A1\"             \"RP11-159H10.3\"       \"NCOA2\"              \n",
       " [7600] \"RP11-333A23.4\"       \"TRAM1\"               \"AC120194.1\"         \n",
       " [7603] \"RP11-382J12.1\"       \"LACTB2\"              \"XKR9\"               \n",
       " [7606] \"RP11-383H13.1\"       \"MSC\"                 \"TERF1\"              \n",
       " [7609] \"RP11-531A24.5\"       \"RPL7\"                \"RDH10\"              \n",
       " [7612] \"STAU2-AS1\"           \"STAU2\"               \"UBE2W\"              \n",
       " [7615] \"TCEB1\"               \"TMEM70\"              \"LY96\"               \n",
       " [7618] \"RP11-6I2.3\"          \"GDAP1\"               \"PEX2\"               \n",
       " [7621] \"PKIA\"                \"ZC2HC1A\"             \"IL7\"                \n",
       " [7624] \"HEY1\"                \"MRPS28\"              \"TPD52\"              \n",
       " [7627] \"RP11-92K15.3\"        \"RP11-92K15.1\"        \"Y_RNA\"              \n",
       " [7630] \"ZBTB10\"              \"RP11-48B3.3\"         \"RP11-48B3.4\"        \n",
       " [7633] \"PAG1\"                \"RP11-1149M10.1\"      \"RP11-1149M10.2\"     \n",
       " [7636] \"FABP5\"               \"IMPA1\"               \"ZFAND1\"             \n",
       " [7639] \"CHMP4C\"              \"SNX16\"               \"LRRCC1\"             \n",
       " [7642] \"RP11-219B4.7\"        \"E2F5\"                \"C8orf59\"            \n",
       " [7645] \"CA13\"                \"CA3\"                 \"RP11-317J10.2\"      \n",
       " [7648] \"CA2\"                 \"WWP1\"                \"RMDN1\"              \n",
       " [7651] \"CPNE3\"               \"RP11-37B2.1\"         \"RIPK2\"              \n",
       " [7654] \"OSGIN2\"              \"NBN\"                 \"DECR1\"              \n",
       " [7657] \"TMEM64\"              \"NECAB1\"              \"C8orf88\"            \n",
       " [7660] \"TMEM55A\"             \"GS1-251I9.4\"         \"OTUD6B\"             \n",
       " [7663] \"LRRC69\"              \"TRIQK\"               \"FAM92A1\"            \n",
       " [7666] \"CTD-2006H14.2\"       \"RBM12B\"              \"RBM12B-AS1\"         \n",
       " [7669] \"TMEM67\"              \"PDP1\"                \"MIR378D2\"           \n",
       " [7672] \"GEM\"                 \"RAD54B\"              \"KIAA1429\"           \n",
       " [7675] \"RP11-267M23.4\"       \"DPY19L4\"             \"INTS8\"              \n",
       " [7678] \"CCNE2\"               \"RP11-347C18.5\"       \"NDUFAF6\"            \n",
       " [7681] \"TP53INP1\"            \"PLEKHF2\"             \"KB-1047C11.2\"       \n",
       " [7684] \"C8orf37\"             \"UQCRB\"               \"MTERFD1\"            \n",
       " [7687] \"PTDSS1\"              \"SDC2\"                \"CPQ\"                \n",
       " [7690] \"TSPYL5\"              \"MTDH\"                \"LAPTM4B\"            \n",
       " [7693] \"RPL30\"               \"KB-1208A12.3\"        \"C8orf47\"            \n",
       " [7696] \"HRSP12\"              \"POP1\"                \"NIPAL2\"             \n",
       " [7699] \"STK3\"                \"OSR2\"                \"RP11-410L14.2\"      \n",
       " [7702] \"VPS13B\"              \"COX6C\"               \"FBXO43\"             \n",
       " [7705] \"POLR2K\"              \"SPAG1\"               \"RNF19A\"             \n",
       " [7708] \"KB-1615E4.2\"         \"ANKRD46\"             \"PABPC1\"             \n",
       " [7711] \"YWHAZ\"               \"KB-1460A1.5\"         \"ZNF706\"             \n",
       " [7714] \"KB-1410C5.5\"         \"NCALD\"               \"RRM2B\"              \n",
       " [7717] \"KB-431C1.4\"          \"UBR5\"                \"KB-431C1.5\"         \n",
       " [7720] \"KB-1980E6.3\"         \"KLF10\"               \"KB-1732A1.1\"        \n",
       " [7723] \"AZIN1\"               \"KB-1254G8.1\"         \"KB-1507C5.2\"        \n",
       " [7726] \"KB-1507C5.4\"         \"ATP6V1C1\"            \"BAALC\"              \n",
       " [7729] \"RP11-318M2.2\"        \"FZD6\"                \"SLC25A32\"           \n",
       " [7732] \"DCAF13\"              \"LRP12\"               \"RP11-395G23.3\"      \n",
       " [7735] \"OXR1\"                \"RP11-649G15.2\"       \"ANGPT1\"             \n",
       " [7738] \"EIF3E\"               \"EMC2\"                \"NUDCD1\"             \n",
       " [7741] \"ENY2\"                \"PKHD1L1\"             \"EBAG9\"              \n",
       " [7744] \"SYBU\"                \"TRPS1\"               \"EIF3H\"              \n",
       " [7747] \"UTP23\"               \"RAD21\"               \"RAD21-AS1\"          \n",
       " [7750] \"AARD\"                \"MED30\"               \"EXT1\"               \n",
       " [7753] \"SAMD12\"              \"AC023590.1\"          \"NOV\"                \n",
       " [7756] \"ENPP2\"               \"TAF2\"                \"DSCC1\"              \n",
       " [7759] \"DEPTOR\"              \"MRPL13\"              \"MTBP\"               \n",
       " [7762] \"SNTB1\"               \"RP11-713M15.1\"       \"RP11-713M15.2\"      \n",
       " [7765] \"RP11-96B2.1\"         \"RP11-44N11.2\"        \"RP11-44N11.3\"       \n",
       " [7768] \"ZHX2\"                \"RP11-557C18.4\"       \"DERL1\"              \n",
       " [7771] \"TBC1D31\"             \"C8orf76\"             \"ZHX1-C8ORF76\"       \n",
       " [7774] \"ZHX1\"                \"ATAD2\"               \"WDYHV1\"             \n",
       " [7777] \"FBXO32\"              \"FAM91A1\"             \"RP11-383J24.6\"      \n",
       " [7780] \"TMEM65\"              \"TRMT12\"              \"RNF139-AS1\"         \n",
       " [7783] \"RNF139\"              \"TATDN1\"              \"RP11-158K1.3\"       \n",
       " [7786] \"NDUFB9\"              \"MTSS1\"               \"RP11-532M24.1\"      \n",
       " [7789] \"ZNF572\"              \"SQLE\"                \"KIAA0196\"           \n",
       " [7792] \"NSMCE2\"              \"TRIB1\"               \"LINC00861\"          \n",
       " [7795] \"FAM84B\"              \"RP11-89K10.1\"        \"PCAT1\"              \n",
       " [7798] \"CASC8\"               \"RP11-382A18.2\"       \"POU5F1B\"            \n",
       " [7801] \"CASC11\"              \"MYC\"                 \"CCDC26\"             \n",
       " [7804] \"FAM49B\"              \"RP11-473O4.4\"        \"ASAP1\"              \n",
       " [7807] \"EFR3A\"               \"LRRC6\"               \"TMEM71\"             \n",
       " [7810] \"PHF20L1\"             \"AF230666.2\"          \"SLA\"                \n",
       " [7813] \"NDRG1\"               \"ST3GAL1\"             \"RP11-629O1.2\"       \n",
       " [7816] \"ZFAT\"                \"CTD-2342N23.3\"       \"AC083843.1\"         \n",
       " [7819] \"AC083843.2\"          \"TRAPPC9\"             \"CTA-204B4.2\"        \n",
       " [7822] \"CHRAC1\"              \"CASC7\"               \"AGO2\"               \n",
       " [7825] \"PTK2\"                \"DENND3\"              \"RP11-809O17.1\"      \n",
       " [7828] \"SLC45A4\"             \"GPR20\"               \"PTP4A3\"             \n",
       " [7831] \"CTD-3064M3.7\"        \"TSNARE1\"             \"RP13-467H17.1\"      \n",
       " [7834] \"BAI1\"                \"ARC\"                 \"THEM6\"              \n",
       " [7837] \"LYPD2\"               \"LYNX1\"               \"RP11-273G15.2\"      \n",
       " [7840] \"LY6E\"                \"C8orf31\"             \"ZFP41\"              \n",
       " [7843] \"GLI4\"                \"RP13-582O9.5\"        \"ZNF696\"             \n",
       " [7846] \"RP13-582O9.7\"        \"TOP1MT\"              \"RHPN1-AS1\"          \n",
       " [7849] \"RHPN1\"               \"ZC3H3\"               \"RP11-661A12.5\"      \n",
       " [7852] \"7SK\"                 \"GSDMD\"               \"MROH6\"              \n",
       " [7855] \"RP11-661A12.9\"       \"NAPRT1\"              \"RP11-661A12.7\"      \n",
       " [7858] \"EEF1D\"               \"TIGD5\"               \"RP11-661A12.14\"     \n",
       " [7861] \"PYCRL\"               \"TSTA3\"               \"ZNF623\"             \n",
       " [7864] \"ZNF707\"              \"RP11-429J17.2\"       \"FAM83H\"             \n",
       " [7867] \"SCRIB\"               \"PUF60\"               \"NRBP2\"              \n",
       " [7870] \"EPPK1\"               \"PLEC\"                \"PARP10\"             \n",
       " [7873] \"GRINA\"               \"SPATC1\"              \"OPLAH\"              \n",
       " [7876] \"CTD-3065J16.9\"       \"EXOSC4\"              \"GPAA1\"              \n",
       " [7879] \"CYC1\"                \"SHARPIN\"             \"MAF1\"               \n",
       " [7882] \"KIAA1875\"            \"MROH1\"               \"HSF1\"               \n",
       " [7885] \"GS1-393G12.12\"       \"DGAT1\"               \"GS1-393G12.13\"      \n",
       " [7888] \"SLC52A2\"             \"FBXL6\"               \"ADCK5\"              \n",
       " [7891] \"CPSF1\"               \"GS1-393G12.14\"       \"SLC39A4\"            \n",
       " [7894] \"VPS28\"               \"TONSL\"               \"CYHR1\"              \n",
       " [7897] \"KIFC2\"               \"PPP1R16A\"            \"GPT\"                \n",
       " [7900] \"MFSD3\"               \"RECQL4\"              \"LRRC14\"             \n",
       " [7903] \"LRRC24\"              \"C8orf82\"             \"ZNF251\"             \n",
       " [7906] \"ZNF34\"               \"RPL8\"                \"ZNF517\"             \n",
       " [7909] \"ZNF7\"                \"COMMD5\"              \"ZNF250\"             \n",
       " [7912] \"ZNF16\"               \"ZNF252P-AS1\"         \"C8orf33\"            \n",
       " [7915] \"CBWD1\"               \"C9orf66\"             \"DOCK8\"              \n",
       " [7918] \"KANK1\"               \"SMARCA2\"             \"RP11-264I13.2\"      \n",
       " [7921] \"VLDLR\"               \"KIAA0020\"            \"RFX3\"               \n",
       " [7924] \"RP11-509J21.1\"       \"RP11-509J21.2\"       \"RP11-509J21.3\"      \n",
       " [7927] \"GLIS3\"               \"SPATA6L\"             \"PPAPDC2\"            \n",
       " [7930] \"RP11-6J24.6\"         \"CDC37L1\"             \"AK3\"                \n",
       " [7933] \"RCL1\"                \"JAK2\"                \"RLN2\"               \n",
       " [7936] \"RLN1\"                \"PLGRKT\"              \"CD274\"              \n",
       " [7939] \"PDCD1LG2\"            \"KIAA1432\"            \"ERMP1\"              \n",
       " [7942] \"KIAA2026\"            \"RANBP6\"              \"UHRF2\"              \n",
       " [7945] \"C9orf38\"             \"GLDC\"                \"RP11-390F4.6\"       \n",
       " [7948] \"RP11-390F4.3\"        \"KDM4C\"               \"TMEM261\"            \n",
       " [7951] \"LURAP1L\"             \"RP11-408A13.4\"       \"ZDHHC21\"            \n",
       " [7954] \"TTC39B\"              \"SNAPC3\"              \"PSIP1\"              \n",
       " [7957] \"CCDC171\"             \"BNC2\"                \"CNTLN\"              \n",
       " [7960] \"RRAGA\"               \"HAUS6\"               \"PLIN2\"              \n",
       " [7963] \"DENND4C\"             \"RP11-513M16.7\"       \"RP11-513M16.8\"      \n",
       " [7966] \"RPS6\"                \"MLLT3\"               \"FOCAD\"              \n",
       " [7969] \"PTPLAD2\"             \"KLHL9\"               \"MTAP\"               \n",
       " [7972] \"RP11-70L8.4\"         \"CDKN2A\"              \"CDKN2B-AS1\"         \n",
       " [7975] \"CDKN2B\"              \"TUSC1\"               \"CAAP1\"              \n",
       " [7978] \"PLAA\"                \"IFT74\"               \"MOB3B\"              \n",
       " [7981] \"C9orf72\"             \"LINGO2\"              \"ACO1\"               \n",
       " [7984] \"DDX58\"               \"TOPORS\"              \"TOPORS-AS1\"         \n",
       " [7987] \"NDUFB6\"              \"GVQW1\"               \"APTX\"               \n",
       " [7990] \"DNAJA1\"              \"SMU1\"                \"B4GALT1\"            \n",
       " [7993] \"RP11-326F20.5\"       \"BAG1\"                \"CHMP5\"              \n",
       " [7996] \"NFX1\"                \"AQP3\"                \"NOL6\"               \n",
       " [7999] \"ANKRD18B\"            \"RP11-384P7.6\"        \"PRSS3\"              \n",
       " [8002] \"UBE2R2\"              \"UBAP2\"               \"DCAF12\"             \n",
       " [8005] \"UBAP1\"               \"NUDT2\"               \"C9orf24\"            \n",
       " [8008] \"FAM219A\"             \"ENHO\"                \"RPP25L\"             \n",
       " [8011] \"DCTN3\"               \"SIGMAR1\"             \"GALT\"               \n",
       " [8014] \"IL11RA\"              \"CCL27\"               \"RP11-195F19.5\"      \n",
       " [8017] \"RP11-195F19.9\"       \"CCL19\"               \"DNAJB5\"             \n",
       " [8020] \"VCP\"                 \"FANCG\"               \"PIGO\"               \n",
       " [8023] \"RP11-182N22.8\"       \"STOML2\"              \"FAM214B\"            \n",
       " [8026] \"UNC13B\"              \"RUSC2\"               \"FAM166B\"            \n",
       " [8029] \"TESK1\"               \"CD72\"                \"RP11-331F9.4\"       \n",
       " [8032] \"SIT1\"                \"RMRP\"                \"CCDC107\"            \n",
       " [8035] \"ARHGEF39\"            \"TPM2\"                \"TLN1\"               \n",
       " [8038] \"CREB3\"               \"GBA2\"                \"RGP1\"               \n",
       " [8041] \"MSMP\"                \"RP11-112J3.16\"       \"NPR2\"               \n",
       " [8044] \"SPAG8\"               \"HINT2\"               \"TMEM8B\"             \n",
       " [8047] \"FAM221B\"             \"RECK\"                \"GLIPR2\"             \n",
       " [8050] \"CCIN\"                \"CLTA\"                \"GNE\"                \n",
       " [8053] \"RNF38\"               \"MELK\"                \"PAX5\"               \n",
       " [8056] \"RP11-297B17.3\"       \"RP11-220I1.5\"        \"RP11-220I1.1\"       \n",
       " [8059] \"ZCCHC7\"              \"GRHPR\"               \"ZBTB5\"              \n",
       " [8062] \"POLR1E\"              \"FBXO10\"              \"TOMM5\"              \n",
       " [8065] \"FRMPD1\"              \"TRMT10B\"             \"EXOSC3\"             \n",
       " [8068] \"DCAF10\"              \"SLC25A51\"            \"ALDH1B1\"            \n",
       " [8071] \"ANKRD18A\"            \"FAM201A\"             \"ZNF658\"             \n",
       " [8074] \"RP11-204M4.2\"        \"FAM27A\"              \"RP11-262H14.1\"      \n",
       " [8077] \"RP11-262H14.3\"       \"RP11-262H14.4\"       \"RP11-764K9.1\"       \n",
       " [8080] \"CBWD6\"               \"ANKRD20A4\"           \"CBWD5\"              \n",
       " [8083] \"AL591479.1\"          \"CBWD3\"               \"PGM5\"               \n",
       " [8086] \"RP11-274B18.2\"       \"PIP5K1B\"             \"FAM122A\"            \n",
       " [8089] \"FXN\"                 \"TJP2\"                \"APBA1\"              \n",
       " [8092] \"PTAR1\"               \"SMC5-AS1\"            \"SMC5\"               \n",
       " [8095] \"KLF9\"                \"TMEM2\"               \"ABHD17B\"            \n",
       " [8098] \"C9orf85\"             \"RP11-63P12.6\"        \"ZFAND5\"             \n",
       " [8101] \"ALDH1A1\"             \"ANXA1\"               \"C9orf40\"            \n",
       " [8104] \"RP11-197P3.4\"        \"C9orf41\"             \"NMRK1\"              \n",
       " [8107] \"OSTF1\"               \"PCSK5\"               \"RFK\"                \n",
       " [8110] \"GCNT1\"               \"PRUNE2\"              \"VPS13A-AS1\"         \n",
       " [8113] \"VPS13A\"              \"GNAQ\"                \"CEP78\"              \n",
       " [8116] \"PSAT1\"               \"TLE4\"                \"TLE1\"               \n",
       " [8119] \"FRMD3\"               \"IDNK\"                \"UBQLN1\"             \n",
       " [8122] \"RP11-522I20.3\"       \"GKAP1\"               \"KIF27\"              \n",
       " [8125] \"C9orf64\"             \"HNRNPK\"              \"RP11-575L7.8\"       \n",
       " [8128] \"RMI1\"                \"SLC28A3\"             \"AGTPBP1\"            \n",
       " [8131] \"NAA35\"               \"GOLM1\"               \"C9orf153\"           \n",
       " [8134] \"ISCA1\"               \"ZCCHC6\"              \"GAS1\"               \n",
       " [8137] \"DAPK1\"               \"CTSL\"                \"CDK20\"              \n",
       " [8140] \"SPIN1\"               \"C9orf47\"             \"S1PR3\"              \n",
       " [8143] \"CKS2\"                \"SECISBP2\"            \"SEMA4D\"             \n",
       " [8146] \"GADD45G\"             \"RP11-316P17.2\"       \"SYK\"                \n",
       " [8149] \"RP11-305L7.1\"        \"RP11-305L7.3\"        \"LINC00484\"          \n",
       " [8152] \"RP11-305L7.7\"        \"AUH\"                 \"NFIL3\"              \n",
       " [8155] \"ROR2\"                \"SPTLC1\"              \"IARS\"               \n",
       " [8158] \"NOL8\"                \"CENPP\"               \"OGN\"                \n",
       " [8161] \"ECM2\"                \"IPPK\"                \"BICD2\"              \n",
       " [8164] \"ZNF484\"              \"FGD3\"                \"SUSD3\"              \n",
       " [8167] \"C9orf89\"             \"NINJ1\"               \"RP11-165J3.6\"       \n",
       " [8170] \"FAM120AOS\"           \"FAM120A\"             \"PHF2\"               \n",
       " [8173] \"PTPDC1\"              \"RP11-2B6.3\"          \"RP11-2B6.2\"         \n",
       " [8176] \"ZNF169\"              \"RP11-307E17.8\"       \"HIATL1\"             \n",
       " [8179] \"FBP1\"                \"C9orf3\"              \"FANCC\"              \n",
       " [8182] \"PTCH1\"               \"RP11-435O5.5\"        \"ERCC6L2\"            \n",
       " [8185] \"LINC00092\"           \"SLC35D2\"             \"ZNF367\"             \n",
       " [8188] \"HABP4\"               \"CDC14B\"              \"AAED1\"              \n",
       " [8191] \"ZNF510\"              \"ZNF782\"              \"HIATL2\"             \n",
       " [8194] \"CTSV\"                \"RP11-498P14.5\"       \"CCDC180\"            \n",
       " [8197] \"TDRD7\"               \"TMOD1\"               \"TSTD2\"              \n",
       " [8200] \"NCBP1\"               \"XPA\"                 \"C9orf156\"           \n",
       " [8203] \"HEMGN\"               \"ANP32B\"              \"NANS\"               \n",
       " [8206] \"TRIM14\"              \"CORO2A\"              \"TBC1D2\"             \n",
       " [8209] \"ANKS6\"               \"GALNT12\"             \"COL15A1\"            \n",
       " [8212] \"TGFBR1\"              \"ALG2\"                \"SEC61B\"             \n",
       " [8215] \"NR4A3\"               \"RP11-60I3.5\"         \"STX17\"              \n",
       " [8218] \"RP11-60I3.4\"         \"ERP44\"               \"INVS\"               \n",
       " [8221] \"TEX10\"               \"MSANTD3\"             \"MURC\"               \n",
       " [8224] \"MRPL50\"              \"ZNF189\"              \"RNF20\"              \n",
       " [8227] \"GRIN3A\"              \"SMC2\"                \"NIPSNAP3A\"          \n",
       " [8230] \"NIPSNAP3B\"           \"ABCA1\"               \"RP11-217B7.2\"       \n",
       " [8233] \"RP11-217B7.3\"        \"SLC44A1\"             \"FSD1L\"              \n",
       " [8236] \"RP11-235C23.5\"       \"FKTN\"                \"TAL2\"               \n",
       " [8239] \"TMEM38B\"             \"RP11-308N19.1\"       \"RP11-308N19.4\"      \n",
       " [8242] \"ZNF462\"              \"RAD23B\"              \"KLF4\"               \n",
       " [8245] \"IKBKAP\"              \"FAM206A\"             \"CTNNAL1\"            \n",
       " [8248] \"TMEM245\"             \"FRRS1L\"              \"AKAP2\"              \n",
       " [8251] \"TXN\"                 \"LPAR1\"               \"KIAA0368\"           \n",
       " [8254] \"ZNF483\"              \"PTGR1\"               \"DNAJC25\"            \n",
       " [8257] \"GNG10\"               \"UGCG\"                \"SUSD1\"              \n",
       " [8260] \"PTBP3\"               \"HSDL2\"               \"C9orf147\"           \n",
       " [8263] \"KIAA1958\"            \"INIP\"                \"SNX30\"              \n",
       " [8266] \"SLC46A2\"             \"RP11-408O19.5\"       \"ZNF883\"             \n",
       " [8269] \"ZFP37\"               \"FAM225A\"             \"SLC31A2\"            \n",
       " [8272] \"FKBP15\"              \"SLC31A1\"             \"CDC26\"              \n",
       " [8275] \"PRPF4\"               \"WDR31\"               \"BSPRY\"              \n",
       " [8278] \"HDHD3\"               \"ALAD\"                \"POLE3\"              \n",
       " [8281] \"C9orf43\"             \"RGS3\"                \"ZNF618\"             \n",
       " [8284] \"AKNA\"                \"RP11-9M16.2\"         \"DFNB31\"             \n",
       " [8287] \"ATP6V1G1\"            \"C9orf91\"             \"TNFSF15\"            \n",
       " [8290] \"TNFSF8\"              \"PAPPA\"               \"ASTN2\"              \n",
       " [8293] \"TRIM32\"              \"TLR4\"                \"CDK5RAP2\"           \n",
       " [8296] \"MEGF9\"               \"FBXW2\"               \"PSMD5\"              \n",
       " [8299] \"PSMD5-AS1\"           \"PHF19\"               \"TRAF1\"              \n",
       " [8302] \"C5\"                  \"CNTRL\"               \"RAB14\"              \n",
       " [8305] \"GSN\"                 \"GSN-AS1\"             \"STOM\"               \n",
       " [8308] \"AL161784.1\"          \"TTLL11\"              \"NDUFA8\"             \n",
       " [8311] \"RBM18\"               \"MRRF\"                \"RP11-498E2.7\"       \n",
       " [8314] \"RP11-498E2.8\"        \"PTGS1\"               \"RP11-542K23.7\"      \n",
       " [8317] \"PDCL\"                \"RC3H2\"               \"ZBTB6\"              \n",
       " [8320] \"ZBTB26\"              \"RABGAP1\"             \"STRBP\"              \n",
       " [8323] \"CRB2\"                \"DENND1A\"             \"NEK6\"               \n",
       " [8326] \"PSMB7\"               \"NR6A1\"               \"MIR181A2HG\"         \n",
       " [8329] \"RPL35\"               \"ARPC5L\"              \"GOLGA1\"             \n",
       " [8332] \"SCAI\"                \"PPP6C\"               \"RABEPK\"             \n",
       " [8335] \"HSPA5\"               \"GAPVD1\"              \"MAPKAP1\"            \n",
       " [8338] \"PBX3\"                \"MVB12B\"              \"ZBTB43\"             \n",
       " [8341] \"ZBTB34\"              \"RALGPS1\"             \"GARNL3\"             \n",
       " [8344] \"SLC2A8\"              \"ZNF79\"               \"RPL12\"              \n",
       " [8347] \"LRSAM1\"              \"FAM129B\"             \"STXBP1\"             \n",
       " [8350] \"PTRH1\"               \"C9orf117\"            \"TTC16\"              \n",
       " [8353] \"TOR2A\"               \"SH2D3C\"              \"CDK9\"               \n",
       " [8356] \"FPGS\"                \"ENG\"                 \"RP11-228B15.4\"      \n",
       " [8359] \"AK1\"                 \"ST6GALNAC6\"          \"ST6GALNAC4\"         \n",
       " [8362] \"PIP5KL1\"             \"RP11-203J24.8\"       \"DPM2\"               \n",
       " [8365] \"FAM102A\"             \"NAIF1\"               \"SLC25A25\"           \n",
       " [8368] \"RP11-395P17.11\"      \"RP11-395P17.3\"       \"PTGES2\"             \n",
       " [8371] \"LCN2\"                \"C9orf16\"             \"CIZ1\"               \n",
       " [8374] \"DNM1\"                \"GOLGA2\"              \"SWI5\"               \n",
       " [8377] \"AL359091.2\"          \"RP11-339B21.15\"      \"TRUB2\"              \n",
       " [8380] \"RP11-339B21.13\"      \"COQ4\"                \"SLC27A4\"            \n",
       " [8383] \"URM1\"                \"RP11-339B21.11\"      \"CERCAM\"             \n",
       " [8386] \"ODF2\"                \"GLE1\"                \"RP11-216B9.6\"       \n",
       " [8389] \"SPTAN1\"              \"WDR34\"               \"HMGA1P4\"            \n",
       " [8392] \"SET\"                 \"PKN3\"                \"ZDHHC12\"            \n",
       " [8395] \"RP11-545E17.3\"       \"ZER1\"                \"TBC1D13\"            \n",
       " [8398] \"ENDOG\"               \"C9orf114\"            \"CCBL1\"              \n",
       " [8401] \"LRRC8A\"              \"PHYHD1\"              \"DOLK\"               \n",
       " [8404] \"NUP188\"              \"RP11-167N5.5\"        \"SH3GLB2\"            \n",
       " [8407] \"FAM73B\"              \"DOLPP1\"              \"CRAT\"               \n",
       " [8410] \"PPP2R4\"              \"IER5L\"               \"RP11-247A12.8\"      \n",
       " [8413] \"RP11-247A12.2\"       \"RP11-344B5.2\"        \"RP11-65J3.1\"        \n",
       " [8416] \"RP11-65J3.14\"        \"RP11-492E3.51\"       \"RP11-492E3.2\"       \n",
       " [8419] \"NTMT1\"               \"ASB6\"                \"PTGES\"              \n",
       " [8422] \"TOR1B\"               \"TOR1A\"               \"C9orf78\"            \n",
       " [8425] \"USP20\"               \"FNBP1\"               \"RP11-138E2.1\"       \n",
       " [8428] \"GPR107\"              \"FUBP3\"               \"EXOSC2\"             \n",
       " [8431] \"ABL1\"                \"FIBCD1\"              \"LAMC3\"              \n",
       " [8434] \"NUP214\"              \"RP11-544A12.8\"       \"FAM78A\"             \n",
       " [8437] \"PPAPDC3\"             \"PRRC2B\"              \"POMT1\"              \n",
       " [8440] \"RP11-334J6.6\"        \"UCK1\"                \"RAPGEF1\"            \n",
       " [8443] \"MED27\"               \"NTNG2\"               \"SETX\"               \n",
       " [8446] \"TTF1\"                \"DDX31\"               \"GTF3C4\"             \n",
       " [8449] \"AK8\"                 \"C9orf9\"              \"TSC1\"               \n",
       " [8452] \"GFI1B\"               \"GTF3C5\"              \"RALGDS\"             \n",
       " [8455] \"GBGT1\"               \"SURF6\"               \"MED22\"              \n",
       " [8458] \"RPL7A\"               \"SURF1\"               \"SURF2\"              \n",
       " [8461] \"SURF4\"               \"C9orf96\"             \"REXO4\"              \n",
       " [8464] \"ADAMTS13\"            \"CACFD1\"              \"SLC2A6\"             \n",
       " [8467] \"SARDH\"               \"VAV2\"                \"LINC00094\"          \n",
       " [8470] \"BRD3\"                \"LL09NC01-251B2.3\"    \"WDR5\"               \n",
       " [8473] \"RXRA\"                \"COL5A1\"              \"FCN1\"               \n",
       " [8476] \"RP11-447M12.2\"       \"OLFM1\"               \"PPP1R26\"            \n",
       " [8479] \"C9orf116\"            \"MRPS2\"               \"CAMSAP1\"            \n",
       " [8482] \"RP11-432J22.2\"       \"UBAC1\"               \"NACC2\"              \n",
       " [8485] \"RP11-83N9.5\"         \"C9orf69\"             \"QSOX2\"              \n",
       " [8488] \"GPSM1\"               \"DNLZ\"                \"CARD9\"              \n",
       " [8491] \"SNAPC4\"              \"SDCCAG3\"             \"PMPCA\"              \n",
       " [8494] \"INPP5E\"              \"SEC16A\"              \"C9orf163\"           \n",
       " [8497] \"NOTCH1\"              \"RP11-611D20.2\"       \"RP11-251M1.1\"       \n",
       " [8500] \"EGFL7\"               \"AGPAT2\"              \"FAM69B\"             \n",
       " [8503] \"SNHG7\"               \"LCN8\"                \"TMEM141\"            \n",
       " [8506] \"CCDC183\"             \"CCDC183-AS1\"         \"RABL6\"              \n",
       " [8509] \"PHPT1\"               \"MAMDC4\"              \"EDF1\"               \n",
       " [8512] \"TRAF2\"               \"FBXW5\"               \"C8G\"                \n",
       " [8515] \"LCN12\"               \"PTGDS\"               \"LCNL1\"              \n",
       " [8518] \"C9orf142\"            \"CLIC3\"               \"ABCA2\"              \n",
       " [8521] \"C9orf139\"            \"FUT7\"                \"RP11-229P13.20\"     \n",
       " [8524] \"NPDC1\"               \"SAPCD2\"              \"UAP1L1\"             \n",
       " [8527] \"AL807752.1\"          \"MAN1B1\"              \"DPP7\"               \n",
       " [8530] \"LRRC26\"              \"ANAPC2\"              \"SSNA1\"              \n",
       " [8533] \"TPRN\"                \"TMEM203\"             \"NDOR1\"              \n",
       " [8536] \"RNF208\"              \"C9orf169\"            \"TUBB4B\"             \n",
       " [8539] \"NELFB\"               \"TOR4A\"               \"NRARP\"              \n",
       " [8542] \"EXD3\"                \"NOXA1\"               \"NSMF\"               \n",
       " [8545] \"PNPLA7\"              \"MRPL41\"              \"DPH7\"               \n",
       " [8548] \"ZMYND19\"             \"ARRDC1\"              \"C9orf37\"            \n",
       " [8551] \"EHMT1\"               \"RP11-885N19.6\"       \"FAM157B\"            \n",
       " [8554] \"ZMYND11\"             \"DIP2C\"               \"LARP4B\"             \n",
       " [8557] \"GTPBP4\"              \"IDI2\"                \"IDI2-AS1\"           \n",
       " [8560] \"IDI1\"                \"WDR37\"               \"PFKP\"               \n",
       " [8563] \"PITRM1\"              \"RP11-298E9.5\"        \"KLF6\"               \n",
       " [8566] \"AKR1E2\"              \"AKR1C1\"              \"AKR1C3\"             \n",
       " [8569] \"AKR1CL1\"             \"NET1\"                \"ASB13\"              \n",
       " [8572] \"FAM208B\"             \"RP11-336A10.2\"       \"GDI2\"               \n",
       " [8575] \"RP11-318E3.9\"        \"ANKRD16\"             \"FBXO18\"             \n",
       " [8578] \"RP11-536K7.3\"        \"IL15RA\"              \"IL2RA\"              \n",
       " [8581] \"RBM17\"               \"PFKFB3\"              \"RP11-563J2.2\"       \n",
       " [8584] \"PRKCQ\"               \"PRKCQ-AS1\"           \"RP11-554I8.1\"       \n",
       " [8587] \"SFMBT2\"              \"KIN\"                 \"ATP5C1\"             \n",
       " [8590] \"TAF3\"                \"GATA3-AS1\"           \"RP11-379F12.3\"      \n",
       " [8593] \"GATA3\"               \"CELF2\"               \"RP3-323N1.2\"        \n",
       " [8596] \"CELF2-AS1\"           \"USP6NL\"              \"RP11-138I18.2\"      \n",
       " [8599] \"ECHDC3\"              \"PROSER2\"             \"UPF2\"               \n",
       " [8602] \"DHTKD1\"              \"SEC61A2\"             \"NUDT5\"              \n",
       " [8605] \"CDC123\"              \"RP11-186N15.3\"       \"CAMK1D\"             \n",
       " [8608] \"CCDC3\"               \"OPTN\"                \"MCM10\"              \n",
       " [8611] \"PHYH\"                \"SEPHS1\"              \"BEND7\"              \n",
       " [8614] \"PRPF18\"              \"RP11-295P9.3\"        \"FRMD4A\"             \n",
       " [8617] \"RP11-295P9.12\"       \"FAM107B\"             \"CDNF\"               \n",
       " [8620] \"HSPA14\"              \"RP11-398C13.6\"       \"SUV39H2\"            \n",
       " [8623] \"DCLRE1C\"             \"MEIG1\"               \"C10orf111\"          \n",
       " [8626] \"RPP38\"               \"NMT2\"                \"FAM171A1\"           \n",
       " [8629] \"FAM188A\"             \"PTER\"                \"RSU1\"               \n",
       " [8632] \"CUBN\"                \"RP11-406H21.2\"       \"TRDMT1\"             \n",
       " [8635] \"VIM-AS1\"             \"VIM\"                 \"RP11-124N14.3\"      \n",
       " [8638] \"ST8SIA6\"             \"PTPLA\"               \"RP11-390B4.5\"       \n",
       " [8641] \"STAM\"                \"MRC1L1\"              \"CACNB2\"             \n",
       " [8644] \"RP11-499P20.2\"       \"NSUN6\"               \"RP11-139J15.7\"      \n",
       " [8647] \"ARL5B-AS1\"           \"ARL5B\"               \"RP11-354E11.2\"      \n",
       " [8650] \"PLXDC2\"              \"SKIDA1\"              \"MLLT10\"             \n",
       " [8653] \"DNAJC1\"              \"COMMD3\"              \"BMI1\"               \n",
       " [8656] \"RP11-573G6.10\"       \"SPAG6\"               \"PIP4K2A\"            \n",
       " [8659] \"ARMC3\"               \"MSRB2\"               \"OTUD1\"              \n",
       " [8662] \"KIAA1217\"            \"ARHGAP21\"            \"PRTFDC1\"            \n",
       " [8665] \"RP11-165A20.3\"       \"ENKUR\"               \"THNSL1\"             \n",
       " [8668] \"APBB1IP\"             \"LINC00264\"           \"LINC00202-2\"        \n",
       " [8671] \"PDSS1\"               \"ABI1\"                \"ANKRD26\"            \n",
       " [8674] \"YME1L1\"              \"MASTL\"               \"ACBD5\"              \n",
       " [8677] \"RP11-85G18.6\"        \"RAB18\"               \"MPP7\"               \n",
       " [8680] \"RP11-351M16.3\"       \"WAC-AS1\"             \"WAC\"                \n",
       " [8683] \"BAMBI\"               \"PTCHD3P1\"            \"SVIL\"               \n",
       " [8686] \"MTPAP\"               \"MAP3K8\"              \"ZNF438\"             \n",
       " [8689] \"ZEB1\"                \"RP11-472N13.3\"       \"ARHGAP12\"           \n",
       " [8692] \"KIF5B\"               \"EPC1\"                \"RP11-135A24.4\"      \n",
       " [8695] \"CCDC7\"               \"C10ORF68\"            \"RP11-479G22.8\"      \n",
       " [8698] \"ITGB1\"               \"RP11-462L8.1\"        \"RP11-342D11.3\"      \n",
       " [8701] \"NRP1\"                \"PARD3\"               \"CUL2\"               \n",
       " [8704] \"RP11-297A16.2\"       \"CREM\"                \"CCNY\"               \n",
       " [8707] \"RP11-324I22.4\"       \"RP11-425A6.5\"        \"NAMPTL\"             \n",
       " [8710] \"ZNF248\"              \"RP11-162G10.5\"       \"ZNF25\"              \n",
       " [8713] \"ZNF33A\"              \"ZNF37A\"              \"ZNF33B\"             \n",
       " [8716] \"AL022344.7\"          \"BMS1\"                \"RET\"                \n",
       " [8719] \"RP11-351D16.3\"       \"CSGALNACT2\"          \"RASGEF1A\"           \n",
       " [8722] \"HNRNPF\"              \"RP11-517P14.2\"       \"ZNF487\"             \n",
       " [8725] \"ZNF239\"              \"ZNF485\"              \"ZNF32\"              \n",
       " [8728] \"ZNF32-AS1\"           \"RASSF4\"              \"C10orf10\"           \n",
       " [8731] \"C10orf25\"            \"ZNF22\"               \"OR13A1\"             \n",
       " [8734] \"ALOX5\"               \"MARCH8\"              \"ZFAND4\"             \n",
       " [8737] \"FAM21C\"              \"AGAP4\"               \"RP11-38L15.3\"       \n",
       " [8740] \"SYT15\"               \"RP11-292F22.7\"       \"FAM21B\"             \n",
       " [8743] \"GDF10\"               \"MAPK8\"               \"ARHGAP22\"           \n",
       " [8746] \"WDFY4\"               \"C10orf128\"           \"ERCC6\"              \n",
       " [8749] \"PGBD3\"               \"PARG\"                \"NCOA4\"              \n",
       " [8752] \"TIMM23\"              \"LINC00843\"           \"AGAP6\"              \n",
       " [8755] \"FAM21A\"              \"ASAH2\"               \"SGMS1\"              \n",
       " [8758] \"AC069547.1\"          \"RP11-50E11.3\"        \"ASAH2B\"             \n",
       " [8761] \"PRKG1\"               \"CSTF2T\"              \"RP11-556E13.1\"      \n",
       " [8764] \"ZWINT\"               \"IPMK\"                \"CISD1\"              \n",
       " [8767] \"UBE2D1\"              \"TFAM\"                \"CCDC6\"              \n",
       " [8770] \"ANK3\"                \"RP11-388P9.2\"        \"RP11-131N11.4\"      \n",
       " [8773] \"CDK1\"                \"RHOBTB1\"             \"ARID5B\"             \n",
       " [8776] \"RTKN2\"               \"ZNF365\"              \"ADO\"                \n",
       " [8779] \"EGR2\"                \"NRBF2\"               \"JMJD1C\"             \n",
       " [8782] \"JMJD1C-AS1\"          \"REEP3\"               \"DNAJC12\"            \n",
       " [8785] \"RP11-57G10.8\"        \"SIRT1\"               \"HERC4\"              \n",
       " [8788] \"PBLD\"                \"HNRNPH3\"             \"RUFY2\"              \n",
       " [8791] \"DNA2\"                \"SLC25A16\"            \"TET1\"               \n",
       " [8794] \"CCAR1\"               \"STOX1\"               \"DDX50\"              \n",
       " [8797] \"DDX21\"               \"KIAA1279\"            \"SRGN\"               \n",
       " [8800] \"VPS26A\"              \"SUPV3L1\"             \"HKDC1\"              \n",
       " [8803] \"HK1\"                 \"TACR2\"               \"TSPAN15\"            \n",
       " [8806] \"RP11-343J3.2\"        \"C10orf35\"            \"COL13A1\"            \n",
       " [8809] \"H2AFY2\"              \"AIFM2\"               \"TYSND1\"             \n",
       " [8812] \"SAR1A\"               \"PPA1\"                \"LRRC20\"             \n",
       " [8815] \"EIF4EBP2\"            \"NODAL\"               \"AC022532.1\"         \n",
       " [8818] \"PALD1\"               \"PRF1\"                \"TBATA\"              \n",
       " [8821] \"SGPL1\"               \"PCBD1\"               \"UNC5B\"              \n",
       " [8824] \"SLC29A3\"             \"CDH23\"               \"C10orf105\"          \n",
       " [8827] \"C10orf54\"            \"PSAP\"                \"SPOCK2\"             \n",
       " [8830] \"ASCC1\"               \"ANAPC16\"             \"DDIT4\"              \n",
       " [8833] \"RP11-442H21.2\"       \"DNAJB12\"             \"MICU1\"              \n",
       " [8836] \"MCU\"                 \"P4HA1\"               \"RP11-344N10.5\"      \n",
       " [8839] \"NUDT13\"              \"RP11-152N13.16\"      \"ECD\"                \n",
       " [8842] \"FAM149B1\"            \"DNAJC9\"              \"MRPS16\"             \n",
       " [8845] \"DNAJC9-AS1\"          \"RP11-152N13.5\"       \"TTC18\"              \n",
       " [8848] \"ANXA7\"               \"MSS51\"               \"PPP3CB\"             \n",
       " [8851] \"USP54\"               \"RP11-464F9.20\"       \"AGAP5\"              \n",
       " [8854] \"RP11-574K11.29\"      \"SEC24C\"              \"AC022400.2\"         \n",
       " [8857] \"FUT11\"               \"CHCHD1\"              \"ZSWIM8\"             \n",
       " [8860] \"NDST2\"               \"CAMK2G\"              \"PLAU\"               \n",
       " [8863] \"VCL\"                 \"RP11-178G16.4\"       \"RP11-178G16.5\"      \n",
       " [8866] \"AP3M1\"               \"ADK\"                 \"KAT6B\"              \n",
       " [8869] \"SAMD8\"               \"VDAC2\"               \"COMTD1\"             \n",
       " [8872] \"ZNF503\"              \"C10orf11\"            \"KCNMA1\"             \n",
       " [8875] \"DLG5\"                \"POLR3A\"              \"RPS24\"              \n",
       " [8878] \"ZMIZ1-AS1\"           \"ZMIZ1\"               \"PPIF\"               \n",
       " [8881] \"ZCCHC24\"             \"EIF5AL1\"             \"RP11-506M13.3\"      \n",
       " [8884] \"RP11-119F19.2\"       \"RP11-773D16.1\"       \"RP11-182L21.6\"      \n",
       " [8887] \"NUTM2E\"              \"SFTPD\"               \"TMEM254-AS1\"        \n",
       " [8890] \"TMEM254\"             \"ANXA11\"              \"FAM213A\"            \n",
       " [8893] \"RP11-137H2.6\"        \"TSPAN14\"             \"RP11-137H2.4\"       \n",
       " [8896] \"RP11-338I21.1\"       \"GHITM\"               \"CCSER2\"             \n",
       " [8899] \"WAPAL\"               \"RP11-77P6.2\"         \"BMPR1A\"             \n",
       " [8902] \"SNCG\"                \"ADIRF\"               \"RP11-96C23.15\"      \n",
       " [8905] \"GLUD1\"               \"FAM35A\"              \"NUTM2A-AS1\"         \n",
       " [8908] \"LINC00863\"           \"MINPP1\"              \"PAPSS2\"             \n",
       " [8911] \"ATAD1\"               \"KLLN\"                \"PTEN\"               \n",
       " [8914] \"RNLS\"                \"LIPN\"                \"ANKRD22\"            \n",
       " [8917] \"STAMBPL1\"            \"ACTA2-AS1\"           \"ACTA2\"              \n",
       " [8920] \"FAS\"                 \"CH25H\"               \"LIPA\"               \n",
       " [8923] \"IFIT2\"               \"IFIT3\"               \"IFIT1\"              \n",
       " [8926] \"IFIT5\"               \"PANK1\"               \"KIF20B\"             \n",
       " [8929] \"LINC00865\"           \"HTR7\"                \"RPP30\"              \n",
       " [8932] \"PCGF5\"               \"HECTD2\"              \"TNKS2-AS1\"          \n",
       " [8935] \"TNKS2\"               \"FGFBP3\"              \"RP11-402D21.2\"      \n",
       " [8938] \"BTAF1\"               \"CPEB3\"               \"MARCH5\"             \n",
       " [8941] \"IDE\"                 \"KIF11\"               \"HHEX\"               \n",
       " [8944] \"EXOC6\"               \"MYOF\"                \"CEP55\"              \n",
       " [8947] \"FFAR4\"               \"RBP4\"                \"FRA10AC1\"           \n",
       " [8950] \"SLC35G1\"             \"PLCE1\"               \"RP11-76P2.4\"        \n",
       " [8953] \"NOC3L\"               \"TBC1D12\"             \"HELLS\"              \n",
       " [8956] \"PDLIM1\"              \"SORBS1\"              \"ALDH18A1\"           \n",
       " [8959] \"TCTN3\"               \"ENTPD1\"              \"ENTPD1-AS1\"         \n",
       " [8962] \"RP11-248J23.6\"       \"CCNJ\"                \"BLNK\"               \n",
       " [8965] \"TLL2\"                \"TM9SF3\"              \"PIK3AP1\"            \n",
       " [8968] \"LCOR\"                \"C10orf12\"            \"RP11-175O19.4\"      \n",
       " [8971] \"ARHGAP19\"            \"FRAT1\"               \"FRAT2\"              \n",
       " [8974] \"RP11-452K12.4\"       \"RRP12\"               \"RP11-452K12.7\"      \n",
       " [8977] \"PGAM1\"               \"EXOSC1\"              \"ZDHHC16\"            \n",
       " [8980] \"MMS19\"               \"UBTD1\"               \"PI4K2A\"             \n",
       " [8983] \"MORN4\"               \"AVPI1\"               \"MARVELD1\"           \n",
       " [8986] \"ZFYVE27\"             \"SFRP5\"               \"GOLGA7B\"            \n",
       " [8989] \"R3HCC1L\"             \"PYROXD2\"             \"HPS1\"               \n",
       " [8992] \"CNNM1\"               \"GOT1\"                \"RP11-441O15.3\"      \n",
       " [8995] \"SLC25A28\"            \"RP11-85A1.3\"         \"ENTPD7\"             \n",
       " [8998] \"CUTC\"                \"COX15\"               \"ABCC2\"              \n",
       " [9001] \"DNMBP\"               \"ERLIN1\"              \"CHUK\"               \n",
       " [9004] \"CWF19L1\"             \"BLOC1S2\"             \"PKD2L1\"             \n",
       " [9007] \"SCD\"                 \"SEC31B\"              \"NDUFB8\"             \n",
       " [9010] \"HIF1AN\"              \"RP11-179B2.2\"        \"FAM178A\"            \n",
       " [9013] \"MRPL43\"              \"C10orf2\"             \"LZTS2\"              \n",
       " [9016] \"PDZD7\"               \"SFXN3\"               \"RP11-108L7.15\"      \n",
       " [9019] \"KAZALD1\"             \"BTRC\"                \"DPCD\"               \n",
       " [9022] \"POLL\"                \"FBXW4\"               \"NPM3\"               \n",
       " [9025] \"MGEA5\"               \"KCNIP2\"              \"C10orf76\"           \n",
       " [9028] \"HPS6\"                \"LDB1\"                \"PPRC1\"              \n",
       " [9031] \"NOLC1\"               \"ELOVL3\"              \"GBF1\"               \n",
       " [9034] \"NFKB2\"               \"PSD\"                 \"FBXL15\"             \n",
       " [9037] \"CUEDC2\"              \"C10orf95\"            \"TMEM180\"            \n",
       " [9040] \"ACTR1A\"              \"SUFU\"                \"RP11-47A8.5\"        \n",
       " [9043] \"TRIM8\"               \"ARL3\"                \"SFXN2\"              \n",
       " [9046] \"WBP1L\"               \"CYP17A1\"             \"CYP17A1-AS1\"        \n",
       " [9049] \"C10orf32\"            \"CNNM2\"               \"NT5C2\"              \n",
       " [9052] \"RPEL1\"               \"PCGF6\"               \"TAF5\"               \n",
       " [9055] \"USMG5\"               \"PDCD11\"              \"CALHM2\"             \n",
       " [9058] \"RP11-225H22.7\"       \"RP11-225H22.4\"       \"NEURL1\"             \n",
       " [9061] \"SH3PXD2A\"            \"RP11-416N2.4\"        \"OBFC1\"              \n",
       " [9064] \"SLK\"                 \"SFR1\"                \"GSTO1\"              \n",
       " [9067] \"GSTO2\"               \"ITPRIP\"              \"RP11-127L20.3\"      \n",
       " [9070] \"SORCS3\"              \"XPNPEP1\"             \"RP11-451M19.3\"      \n",
       " [9073] \"ADD3\"                \"MXI1\"                \"SMNDC1\"             \n",
       " [9076] \"RP11-525A16.4\"       \"DUSP5\"               \"SMC3\"               \n",
       " [9079] \"RBM20\"               \"PDCD4-AS1\"           \"PDCD4\"              \n",
       " [9082] \"BBIP1\"               \"RP11-348N5.7\"        \"SHOC2\"              \n",
       " [9085] \"ADRA2A\"              \"GPAM\"                \"ACSL5\"              \n",
       " [9088] \"ZDHHC6\"              \"VTI1A\"               \"TCF7L2\"             \n",
       " [9091] \"RP11-57H14.2\"        \"CASP7\"               \"DCLRE1A\"            \n",
       " [9094] \"NHLRC2\"              \"ADRB1\"               \"C10orf118\"          \n",
       " [9097] \"AFAP1L2\"             \"ABLIM1\"              \"FAM160B1\"           \n",
       " [9100] \"TRUB1\"               \"RP11-539I5.1\"        \"KIAA1598\"           \n",
       " [9103] \"RP11-501J20.5\"       \"SLC18A2\"             \"PDZD8\"              \n",
       " [9106] \"RAB11FIP2\"           \"CASC2\"               \"FAM204A\"            \n",
       " [9109] \"CACUL1\"              \"NANOS1\"              \"EIF3A\"              \n",
       " [9112] \"FAM45A\"              \"SFXN4\"               \"PRDX3\"              \n",
       " [9115] \"GRK5\"                \"RGS10\"               \"TIAL1\"              \n",
       " [9118] \"BAG3\"                \"INPP5F\"              \"MCMBP\"              \n",
       " [9121] \"SEC23IP\"             \"WDR11-AS1\"           \"WDR11\"              \n",
       " [9124] \"ATE1\"                \"ATE1-AS1\"            \"NSMCE4A\"            \n",
       " [9127] \"PLEKHA1\"             \"HTRA1\"               \"CUZD1\"              \n",
       " [9130] \"FAM24B\"              \"C10orf88\"            \"PSTK\"               \n",
       " [9133] \"IKZF5\"               \"ACADSB\"              \"BUB3\"               \n",
       " [9136] \"CHST15\"              \"OAT\"                 \"LHPP\"               \n",
       " [9139] \"RP11-12J10.3\"        \"FAM53B\"              \"METTL10\"            \n",
       " [9142] \"FAM175B\"             \"ZRANB1\"              \"RP11-298J20.3\"      \n",
       " [9145] \"CTBP2\"               \"RP11-383C5.3\"        \"RP11-383C5.4\"       \n",
       " [9148] \"EDRF1\"               \"UROS\"                \"BCCIP\"              \n",
       " [9151] \"DHX32\"               \"FANK1\"               \"ADAM12\"             \n",
       " [9154] \"DOCK1\"               \"PTPRE\"               \"MKI67\"              \n",
       " [9157] \"MGMT\"                \"LINC00959\"           \"GLRX3\"              \n",
       " [9160] \"TCERG1L\"             \"PPP2R2D\"             \"BNIP3\"              \n",
       " [9163] \"DPYSL4\"              \"STK32C\"              \"LRRC27\"             \n",
       " [9166] \"PWWP2B\"              \"RP11-432J24.2\"       \"C10orf91\"           \n",
       " [9169] \"INPP5A\"              \"KNDC1\"               \"UTF1\"               \n",
       " [9172] \"VENTX\"               \"ADAM8\"               \"TUBGCP2\"            \n",
       " [9175] \"RP11-122K13.12\"      \"ZNF511\"              \"CALY\"               \n",
       " [9178] \"FUOM\"                \"ECHS1\"               \"PAOX\"               \n",
       " [9181] \"MTG1\"                \"CYP2E1\"              \"SYCE1\"              \n",
       " [9184] \"BET1L\"               \"SCGB1C1\"             \"RP11-304M2.5\"       \n",
       " [9187] \"RIC8A\"               \"SIRT3\"               \"PSMD13\"             \n",
       " [9190] \"NLRP6\"               \"RP11-326C3.2\"        \"ATHL1\"              \n",
       " [9193] \"IFITM2\"              \"IFITM1\"              \"RP11-326C3.11\"      \n",
       " [9196] \"IFITM3\"              \"RP11-326C3.13\"       \"RP11-326C3.12\"      \n",
       " [9199] \"RP11-326C3.15\"       \"PKP3\"                \"SIGIRR\"             \n",
       " [9202] \"ANO9\"                \"PTDSS2\"              \"RP13-317D12.3\"      \n",
       " [9205] \"RNH1\"                \"HRAS\"                \"LRRC56\"             \n",
       " [9208] \"C11orf35\"            \"RP11-496I9.1\"        \"RASSF7\"             \n",
       " [9211] \"MIR210HG\"            \"PHRF1\"               \"IRF7\"               \n",
       " [9214] \"SCT\"                 \"DRD4\"                \"DEAF1\"              \n",
       " [9217] \"EPS8L2\"              \"TMEM80\"              \"TALDO1\"             \n",
       " [9220] \"PDDC1\"               \"AP006621.5\"          \"CEND1\"              \n",
       " [9223] \"SLC25A22\"            \"PIDD\"                \"RPLP2\"              \n",
       " [9226] \"PNPLA2\"              \"AP006621.8\"          \"EFCAB4A\"            \n",
       " [9229] \"CD151\"               \"POLR2L\"              \"TSPAN4\"             \n",
       " [9232] \"RP11-1391J7.1\"       \"CHID1\"               \"AP2A2\"              \n",
       " [9235] \"TOLLIP\"              \"TOLLIP-AS1\"          \"MOB2\"               \n",
       " [9238] \"DUSP8\"               \"KRTAP5-AS1\"          \"KRTAP5-2\"           \n",
       " [9241] \"IFITM10\"             \"CTSD\"                \"AC068580.6\"         \n",
       " [9244] \"TNNI2\"               \"LSP1\"                \"TNNT3\"              \n",
       " [9247] \"MRPL23\"              \"ASCL2\"               \"C11orf21\"           \n",
       " [9250] \"TSPAN32\"             \"CD81\"                \"TSSC4\"              \n",
       " [9253] \"KCNQ1\"               \"KCNQ1OT1\"            \"CDKN1C\"             \n",
       " [9256] \"SLC22A18AS\"          \"SLC22A18\"            \"PHLDA2\"             \n",
       " [9259] \"NAP1L4\"              \"CARS\"                \"OSBPL5\"             \n",
       " [9262] \"ZNF195\"              \"CHRNA10\"             \"NUP98\"              \n",
       " [9265] \"PGAP2\"               \"RHOG\"                \"AC090587.5\"         \n",
       " [9268] \"STIM1\"               \"RRM1\"                \"TRIM21\"             \n",
       " [9271] \"TRIM68\"              \"HBB\"                 \"HBD\"                \n",
       " [9274] \"HBG2\"                \"UBQLNL\"              \"AC015691.13\"        \n",
       " [9277] \"TRIM34\"              \"TRIM5\"               \"TRIM22\"             \n",
       " [9280] \"RP11-290F24.6\"       \"FAM160A2\"            \"PRKCDBP\"            \n",
       " [9283] \"SMPD1\"               \"APBB1\"               \"TRIM3\"              \n",
       " [9286] \"ARFIP2\"              \"TIMM10B\"             \"TIMM10B-1\"          \n",
       " [9289] \"DNHD1\"               \"RRP8\"                \"ILK\"                \n",
       " [9292] \"TAF10\"               \"TPP1\"                \"RP11-732A19.9\"      \n",
       " [9295] \"DCHS1\"               \"MRPL17\"              \"ZNF215\"             \n",
       " [9298] \"CTD-2516F10.2\"       \"PPFIBP2\"             \"CYB5R2\"             \n",
       " [9301] \"EIF3F\"               \"RIC3\"                \"STK33\"              \n",
       " [9304] \"TRIM66\"              \"RPL27A\"              \"ST5\"                \n",
       " [9307] \"AKIP1\"               \"TMEM9B\"              \"TMEM9B-AS1\"         \n",
       " [9310] \"NRIP3\"               \"SCUBE2\"              \"DENND5A\"            \n",
       " [9313] \"TMEM41B\"             \"IPO7\"                \"CTD-2371O3.2\"       \n",
       " [9316] \"AC132192.1\"          \"ZNF143\"              \"WEE1\"               \n",
       " [9319] \"SWAP70\"              \"RP11-540A21.2\"       \"SBF2-AS1\"           \n",
       " [9322] \"SBF2\"                \"RP11-351I24.1\"       \"ADM\"                \n",
       " [9325] \"AMPD3\"               \"RNF141\"              \"MRVI1-AS1\"          \n",
       " [9328] \"MRVI1\"               \"CTR9\"                \"EIF4G2\"             \n",
       " [9331] \"ZBED5\"               \"ZBED5-AS1\"           \"CSNK2A3\"            \n",
       " [9334] \"USP47\"               \"DKK3\"                \"MICAL2\"             \n",
       " [9337] \"MICALCL\"             \"PARVA\"               \"LINC00958\"          \n",
       " [9340] \"ARNTL\"               \"BTBD10\"              \"FAR1\"               \n",
       " [9343] \"RRAS2\"               \"COPB1\"               \"PSMA1\"              \n",
       " [9346] \"PDE3B\"               \"CYP2R1\"              \"CALCB\"              \n",
       " [9349] \"SOX6\"                \"C11orf58\"            \"PLEKHA7\"            \n",
       " [9352] \"RPS13\"               \"PIK3C2A\"             \"NUCB2\"              \n",
       " [9355] \"NCR3LG1\"             \"RP1-239B22.5\"        \"SERGEF\"             \n",
       " [9358] \"TPH1\"                \"SAAL1\"               \"SAA2\"               \n",
       " [9361] \"HPS5\"                \"GTF2H1\"              \"LDHA\"               \n",
       " [9364] \"LDHAL6A\"             \"TSG101\"              \"UEVLD\"              \n",
       " [9367] \"SPTY2D1\"             \"TMEM86A\"             \"IGSF22\"             \n",
       " [9370] \"ZDHHC13\"             \"E2F8\"                \"NAV2\"               \n",
       " [9373] \"HTATIP2\"             \"PRMT3\"               \"ANO5\"               \n",
       " [9376] \"FANCF\"               \"SVIP\"                \"RP11-17A1.3\"        \n",
       " [9379] \"RP11-1L12.3\"         \"CCDC34\"              \"LGR4\"               \n",
       " [9382] \"LIN7C\"               \"BDNF-AS\"             \"KIF18A\"             \n",
       " [9385] \"METTL15\"             \"ARL14EP\"             \"MPPED2\"             \n",
       " [9388] \"DNAJC24\"             \"IMMP1L\"              \"ELP4\"               \n",
       " [9391] \"RCN1\"                \"EIF3M\"               \"CCDC73\"             \n",
       " [9394] \"PRRG4\"               \"QSER1\"               \"DEPDC7\"             \n",
       " [9397] \"TCP11L1\"             \"CSTF3\"               \"CSTF3-AS1\"          \n",
       " [9400] \"HIPK3\"               \"CD59\"                \"FBXO3\"              \n",
       " [9403] \"LMO2\"                \"CAPRIN1\"             \"NAT10\"              \n",
       " [9406] \"ABTB2\"               \"CAT\"                 \"EHF\"                \n",
       " [9409] \"APIP\"                \"PDHX\"                \"RP4-607I7.1\"        \n",
       " [9412] \"CD44\"                \"TRIM44\"              \"LDLRAD3\"            \n",
       " [9415] \"LINC00610\"           \"COMMD9\"              \"PRR5L\"              \n",
       " [9418] \"TRAF6\"               \"RAG1\"                \"C11orf74\"           \n",
       " [9421] \"API5\"                \"TTC17\"               \"HSD17B12\"           \n",
       " [9424] \"ALKBH3\"              \"C11orf96\"            \"ACCS\"               \n",
       " [9427] \"EXT2\"                \"CD82\"                \"TSPAN18\"            \n",
       " [9430] \"TP53I11\"             \"PRDM11\"              \"RP11-430H10.1\"      \n",
       " [9433] \"CTD-2210P24.4\"       \"SLC35C1\"             \"CRY2\"               \n",
       " [9436] \"MAPK8IP1\"            \"PEX16\"               \"GYLTL1B\"            \n",
       " [9439] \"PHF21A\"              \"CTD-2589M5.5\"        \"DGKZ\"               \n",
       " [9442] \"MDK\"                 \"AMBRA1\"              \"HARBI1\"             \n",
       " [9445] \"ATG13\"               \"ARHGAP1\"             \"ZNF408\"             \n",
       " [9448] \"CKAP5\"               \"C11orf49\"            \"RP11-390K5.3\"       \n",
       " [9451] \"ARFGAP2\"             \"DDB2\"                \"ACP2\"               \n",
       " [9454] \"NR1H3\"               \"MADD\"                \"MYBPC3\"             \n",
       " [9457] \"SPI1\"                \"RP11-750H9.5\"        \"SLC39A13\"           \n",
       " [9460] \"PSMC3\"               \"RAPSN\"               \"CELF1\"              \n",
       " [9463] \"NDUFS3\"              \"PTPMT1\"              \"KBTBD4\"             \n",
       " [9466] \"C1QTNF4\"             \"MTCH2\"               \"AGBL2\"              \n",
       " [9469] \"FNBP4\"               \"NUP160\"              \"PTPRJ\"              \n",
       " [9472] \"TNKS1BP1\"            \"SSRP1\"               \"PRG2\"               \n",
       " [9475] \"SLC43A3\"             \"RTN4RL2\"             \"SLC43A1\"            \n",
       " [9478] \"TIMM10\"              \"UBE2L6\"              \"SERPING1\"           \n",
       " [9481] \"YPEL4\"               \"CLP1\"                \"ZDHHC5\"             \n",
       " [9484] \"MED19\"               \"TMX2\"                \"C11orf31\"           \n",
       " [9487] \"CTNND1\"              \"LPXN\"                \"ZFP91\"              \n",
       " [9490] \"RP11-142C4.6\"        \"FAM111B\"             \"AP001258.4\"         \n",
       " [9493] \"FAM111A\"             \"DTX4\"                \"MPEG1\"              \n",
       " [9496] \"OSBP\"                \"AP000442.1\"          \"PATL1\"              \n",
       " [9499] \"STX3\"                \"MRPL16\"              \"MS4A3\"              \n",
       " [9502] \"AP001257.1\"          \"MS4A6A\"              \"MS4A4A\"             \n",
       " [9505] \"MS4A7\"               \"MS4A14\"              \"MS4A1\"              \n",
       " [9508] \"RP11-804A23.4\"       \"CCDC86\"              \"PTGDR2\"             \n",
       " [9511] \"ZP1\"                 \"PRPF19\"              \"TMEM109\"            \n",
       " [9514] \"TMEM132A\"            \"SLC15A3\"             \"CD6\"                \n",
       " [9517] \"CD5\"                 \"VPS37C\"              \"VWCE\"               \n",
       " [9520] \"DDB1\"                \"DAK\"                 \"CYB561A3\"           \n",
       " [9523] \"TMEM138\"             \"TMEM216\"             \"CPSF7\"              \n",
       " [9526] \"RP11-286N22.8\"       \"SDHAF2\"              \"PPP1R32\"            \n",
       " [9529] \"DAGLA\"               \"MYRF\"                \"TMEM258\"            \n",
       " [9532] \"FEN1\"                \"FADS2\"               \"FADS1\"              \n",
       " [9535] \"FADS3\"               \"BEST1\"               \"FTH1\"               \n",
       " [9538] \"AP003733.1\"          \"INCENP\"              \"RP11-703H8.7\"       \n",
       " [9541] \"ASRGL1\"              \"AHNAK\"               \"RP11-864I4.4\"       \n",
       " [9544] \"EEF1G\"               \"TUT1\"                \"MTA2\"               \n",
       " [9547] \"EML3\"                \"ROM1\"                \"B3GAT3\"             \n",
       " [9550] \"GANAB\"               \"INTS5\"               \"C11orf48\"           \n",
       " [9553] \"METTL12\"             \"C11orf83\"            \"UBXN1\"              \n",
       " [9556] \"BSCL2\"               \"GNG3\"                \"HNRNPUL2\"           \n",
       " [9559] \"TTC9C\"               \"ZBTB3\"               \"POLR2G\"             \n",
       " [9562] \"RP11-727F15.11\"      \"TAF6L\"               \"TMEM223\"            \n",
       " [9565] \"RP11-727F15.12\"      \"TMEM179B\"            \"NXF1\"               \n",
       " [9568] \"STX5\"                \"RP11-727F15.9\"       \"WDR74\"              \n",
       " [9571] \"SLC3A2\"              \"HRASLS5\"             \"LGALS12\"            \n",
       " [9574] \"RARRES3\"             \"HRASLS2\"             \"PLA2G16\"            \n",
       " [9577] \"ATL3\"                \"RTN3\"                \"C11orf95\"           \n",
       " [9580] \"C11orf84\"            \"MARK2\"               \"NAA40\"              \n",
       " [9583] \"COX8A\"               \"OTUB1\"               \"MACROD1\"            \n",
       " [9586] \"RP11-21A7A.3\"        \"STIP1\"               \"FERMT3\"             \n",
       " [9589] \"TRPT1\"               \"NUDT22\"              \"RP11-783K16.14\"     \n",
       " [9592] \"DNAJC4\"              \"VEGFB\"               \"FKBP2\"              \n",
       " [9595] \"PPP1R14B\"            \"RP11-783K16.5\"       \"RP11-783K16.13\"     \n",
       " [9598] \"PLCB3\"               \"BAD\"                 \"GPR137\"             \n",
       " [9601] \"ESRRA\"               \"TRMT112\"             \"PRDX5\"              \n",
       " [9604] \"AP003774.1\"          \"CCDC88B\"             \"RPS6KA4\"            \n",
       " [9607] \"AP003774.6\"          \"AP003774.4\"          \"NRXN2\"              \n",
       " [9610] \"RASGRP2\"             \"PYGM\"                \"SF1\"                \n",
       " [9613] \"AP001462.6\"          \"RP11-869B15.1\"       \"MAP4K2\"             \n",
       " [9616] \"MEN1\"                \"CDC42BPG\"            \"EHD1\"               \n",
       " [9619] \"RP11-665N17.4\"       \"ATG2A\"               \"PPP2R5B\"            \n",
       " [9622] \"GPHA2\"               \"C11orf85\"            \"BATF2\"              \n",
       " [9625] \"ARL2\"                \"SNX15\"               \"SAC3D1\"             \n",
       " [9628] \"NAALADL1\"            \"CDCA5\"               \"ZFPL1\"              \n",
       " [9631] \"TMEM262\"             \"VPS51\"               \"AP003068.9\"         \n",
       " [9634] \"TM7SF2\"              \"ZNHIT2\"              \"FAU\"                \n",
       " [9637] \"SYVN1\"               \"MRPL49\"              \"AP003068.23\"        \n",
       " [9640] \"CAPN1\"               \"POLA2\"               \"CDC42EP2\"           \n",
       " [9643] \"DPF2\"                \"TIGD3\"               \"SLC25A45\"           \n",
       " [9646] \"FRMD8\"               \"NEAT1\"               \"AP000769.1\"         \n",
       " [9649] \"MALAT1\"              \"AP000769.7\"          \"SCYL1\"              \n",
       " [9652] \"LTBP3\"               \"SSSCA1-AS1\"          \"SSSCA1\"             \n",
       " [9655] \"FAM89B\"              \"EHBP1L1\"             \"KCNK7\"              \n",
       " [9658] \"MAP3K11\"             \"PCNXL3\"              \"SIPA1\"              \n",
       " [9661] \"RELA\"                \"KAT5\"                \"RNASEH2C\"           \n",
       " [9664] \"AP5B1\"               \"CFL1\"                \"SNX32\"              \n",
       " [9667] \"MUS81\"               \"EFEMP2\"              \"CTSW\"               \n",
       " [9670] \"FIBP\"                \"CCDC85B\"             \"FOSL1\"              \n",
       " [9673] \"C11orf68\"            \"DRAP1\"               \"SART1\"              \n",
       " [9676] \"EIF1AD\"              \"BANF1\"               \"CST6\"               \n",
       " [9679] \"CATSPER1\"            \"SF3B2\"               \"RP11-1167A19.2\"     \n",
       " [9682] \"PACS1\"               \"RP11-755F10.1\"       \"KLC2\"               \n",
       " [9685] \"RAB1B\"               \"RP11-867G23.3\"       \"RP11-867G23.4\"      \n",
       " [9688] \"CNIH2\"               \"YIF1A\"               \"CD248\"              \n",
       " [9691] \"RIN1\"                \"RP11-867G23.12\"      \"BRMS1\"              \n",
       " [9694] \"B3GNT1\"              \"RP11-867G23.8\"       \"SLC29A2\"            \n",
       " [9697] \"MRPL11\"              \"PELI3\"               \"CTD-3074O7.5\"       \n",
       " [9700] \"DPP3\"                \"BBS1\"                \"ZDHHC24\"            \n",
       " [9703] \"CTD-3074O7.12\"       \"CTSF\"                \"CCS\"                \n",
       " [9706] \"RBM14\"               \"RBM4\"                \"RBM14-RBM4\"         \n",
       " [9709] \"RBM4B\"               \"RP11-658F2.8\"        \"C11orf80\"           \n",
       " [9712] \"RCE1\"                \"PC\"                  \"LRFN4\"              \n",
       " [9715] \"RHOD\"                \"KDM2A\"               \"ADRBK1\"             \n",
       " [9718] \"ANKRD13D\"            \"SSH3\"                \"POLD4\"              \n",
       " [9721] \"CLCF1\"               \"RAD9A\"               \"PPP1CA\"             \n",
       " [9724] \"TBC1D10C\"            \"CARNS1\"              \"RPS6KB2\"            \n",
       " [9727] \"AP003419.16\"         \"PTPRCAP\"             \"CORO1B\"             \n",
       " [9730] \"CABP4\"               \"CTC-1337H24.1\"       \"TMEM134\"            \n",
       " [9733] \"AIP\"                 \"PITPNM1\"             \"CDK2AP2\"            \n",
       " [9736] \"GSTP1\"               \"NDUFV1\"              \"NUDT8\"              \n",
       " [9739] \"ACY3\"                \"RP11-119D9.1\"        \"RP5-903G2.2\"        \n",
       " [9742] \"UNC93B1\"             \"ALDH3B1\"             \"NDUFS8\"             \n",
       " [9745] \"TCIRG1\"              \"RP11-802E16.3\"       \"CHKA\"               \n",
       " [9748] \"SUV420H1\"            \"C11orf24\"            \"LRP5\"               \n",
       " [9751] \"PPP6R3\"              \"MTL5\"                \"CPT1A\"              \n",
       " [9754] \"MRPL21\"              \"IGHMBP2\"             \"TPCN2\"              \n",
       " [9757] \"MYEOV\"               \"RP11-211G23.2\"       \"CCND1\"              \n",
       " [9760] \"ORAOV1\"              \"FADD\"                \"RP11-805J14.5\"      \n",
       " [9763] \"PPFIA1\"              \"AP000487.5\"          \"CTTN\"               \n",
       " [9766] \"DHCR7\"               \"RP11-660L16.2\"       \"NADSYN1\"            \n",
       " [9769] \"FAM86C1\"             \"RP11-849H4.2\"        \"RNF121\"             \n",
       " [9772] \"IL18BP\"              \"NUMA1\"               \"RP11-849H4.4\"       \n",
       " [9775] \"LRTOMT\"              \"LAMTOR1\"             \"ANAPC15\"            \n",
       " [9778] \"FOLR3\"               \"FOLR2\"               \"INPPL1\"             \n",
       " [9781] \"CLPB\"                \"PDE2A\"               \"RP11-169D4.2\"       \n",
       " [9784] \"ARAP1\"               \"ARAP1-AS2\"           \"STARD10\"            \n",
       " [9787] \"ATG16L2\"             \"FCHSD2\"              \"RP11-800A3.3\"       \n",
       " [9790] \"RP11-800A3.2\"        \"P2RY2\"               \"P2RY6\"              \n",
       " [9793] \"RELT\"                \"RP11-809N8.2\"        \"FAM168A\"            \n",
       " [9796] \"RP11-809N8.4\"        \"PLEKHB1\"             \"RAB6A\"              \n",
       " [9799] \"RP11-707G14.1\"       \"MRPL48\"              \"COA4\"               \n",
       " [9802] \"PAAF1\"               \"RP11-167N4.2\"        \"UCP2\"               \n",
       " [9805] \"UCP3\"                \"C2CD3\"               \"PPME1\"              \n",
       " [9808] \"PGM2L1\"              \"KCNE3\"               \"LIPT2\"              \n",
       " [9811] \"AP001372.2\"          \"POLD3\"               \"RNF169\"             \n",
       " [9814] \"XRRA1\"               \"SPCS2\"               \"NEU3\"               \n",
       " [9817] \"TPBGL\"               \"ARRB1\"               \"RPS3\"               \n",
       " [9820] \"KLHL35\"              \"GDPD5\"               \"SERPINH1\"           \n",
       " [9823] \"DGAT2\"               \"UVRAG\"               \"PRKRIR\"             \n",
       " [9826] \"RP11-111M22.2\"       \"RP11-111M22.3\"       \"C11orf30\"           \n",
       " [9829] \"RP11-672A2.6\"        \"AP001189.4\"          \"LRRC32\"             \n",
       " [9832] \"ACER3\"               \"CAPN5\"               \"MYO7A\"              \n",
       " [9835] \"PAK1\"                \"DKFZP434E1119\"       \"CLNS1A\"             \n",
       " [9838] \"AQP11\"               \"RSF1\"                \"AAMDC\"              \n",
       " [9841] \"RP11-91P24.6\"        \"INTS4\"               \"NDUFC2\"             \n",
       " [9844] \"ALG8\"                \"KCTD21-AS1\"          \"KCTD21\"             \n",
       " [9847] \"USP35\"               \"GAB2\"                \"RP11-452H21.4\"      \n",
       " [9850] \"NARS2\"               \"PRCP\"                \"C11orf82\"           \n",
       " [9853] \"RAB30\"               \"RAB30-AS1\"           \"PCF11\"              \n",
       " [9856] \"RP11-727A23.11\"      \"ANKRD42\"             \"CCDC90B\"            \n",
       " [9859] \"RP11-727A23.10\"      \"DLG2\"                \"TMEM126B\"           \n",
       " [9862] \"TMEM126A\"            \"CREBZF\"              \"SYTL2\"              \n",
       " [9865] \"PICALM\"              \"EED\"                 \"C11orf73\"           \n",
       " [9868] \"CCDC81\"              \"ME3\"                 \"PRSS23\"             \n",
       " [9871] \"TMEM135\"             \"RAB38\"               \"CTSC\"               \n",
       " [9874] \"NAALAD2\"             \"CHORDC1\"             \"SLC36A4\"            \n",
       " [9877] \"SMCO4\"               \"KIAA1731\"            \"TAF1D\"              \n",
       " [9880] \"C11orf54\"            \"MED17\"               \"PANX1\"              \n",
       " [9883] \"MRE11A\"              \"ANKRD49\"             \"PIWIL4\"             \n",
       " [9886] \"FUT4\"                \"AMOTL1\"              \"CWC15\"              \n",
       " [9889] \"KDM4D\"               \"ENDOD1\"              \"RP11-712B9.2\"       \n",
       " [9892] \"SESN3\"               \"FAM76B\"              \"CEP57\"              \n",
       " [9895] \"MTMR2\"               \"MAML2\"               \"CCDC82\"             \n",
       " [9898] \"JRKL\"                \"ARHGAP42\"            \"KIAA1377\"           \n",
       " [9901] \"BIRC3\"               \"BIRC2\"               \"TMEM123\"            \n",
       " [9904] \"RP11-315O6.1\"        \"DCUN1D5\"             \"DYNC2H1\"            \n",
       " [9907] \"PDGFD\"               \"CASP12\"              \"CASP4\"              \n",
       " [9910] \"CASP5\"               \"CASP1\"               \"CARD16\"             \n",
       " [9913] \"CARD17\"              \"MSANTD4\"             \"KBTBD3\"             \n",
       " [9916] \"AASDHPPT\"            \"RP11-677I18.3\"       \"RP11-819C21.1\"      \n",
       " [9919] \"CWF19L2\"             \"ALKBH8\"              \"SLC35F2\"            \n",
       " [9922] \"RAB39A\"              \"CUL5\"                \"ACAT1\"              \n",
       " [9925] \"NPAT\"                \"ATM\"                 \"C11orf65\"           \n",
       " [9928] \"KDELC2\"              \"EXPH5\"               \"DDX10\"              \n",
       " [9931] \"ZC3H12C\"             \"RDX\"                 \"FDX1\"               \n",
       " [9934] \"RP11-89C3.4\"         \"COLCA1\"              \"COLCA2\"             \n",
       " [9937] \"POU2AF1\"             \"LAYN\"                \"SIK2\"               \n",
       " [9940] \"PPP2R1B\"             \"ALG9\"                \"FDXACB1\"            \n",
       " [9943] \"C11orf1\"             \"DIXDC1\"              \"DLAT\"               \n",
       " [9946] \"PIH1D2\"              \"C11orf57\"            \"TIMM8B\"             \n",
       " [9949] \"SDHD\"                \"IL18\"                \"TEX12\"              \n",
       " [9952] \"BCO2\"                \"PTS\"                 \"AP002884.2\"         \n",
       " [9955] \"RP11-629G13.1\"       \"NCAM1\"               \"RP11-839D17.3\"      \n",
       " [9958] \"TTC12\"               \"TMPRSS5\"             \"ZW10\"               \n",
       " [9961] \"USP28\"               \"HTR3A\"               \"ZBTB16\"             \n",
       " [9964] \"C11orf71\"            \"RBM7\"                \"REXO2\"              \n",
       " [9967] \"CADM1\"               \"LINC00900\"           \"BUD13\"              \n",
       " [9970] \"ZNF259\"              \"APOA1\"               \"SIK3\"               \n",
       " [9973] \"AP000936.4\"          \"PAFAH1B2\"            \"SIDT2\"              \n",
       " [9976] \"TAGLN\"               \"PCSK7\"               \"RNF214\"             \n",
       " [9979] \"BACE1\"               \"CEP164\"              \"FXYD2\"              \n",
       " [9982] \"RP11-728F11.4\"       \"FXYD6\"               \"TMPRSS13\"           \n",
       " [9985] \"IL10RA\"              \"AMICA1\"              \"MPZL3\"              \n",
       " [9988] \"MPZL2\"               \"CD3E\"                \"CD3D\"               \n",
       " [9991] \"CD3G\"                \"UBE4A\"               \"RP11-770J1.5\"       \n",
       " [9994] \"ATP5L\"               \"RP11-770J1.4\"        \"KMT2A\"              \n",
       " [9997] \"RP11-770J1.3\"        \"TMEM25\"              \"IFT46\"              \n",
       "[10000] \"ARCN1\"               \"PHLDB1\"              \"AP002954.4\"         \n",
       "[10003] \"DDX6\"                \"CXCR5\"               \"RP11-158I9.5\"       \n",
       "[10006] \"BCL9L\"               \"UPK2\"                \"RP11-110I1.12\"      \n",
       "[10009] \"CCDC84\"              \"RP11-110I1.11\"       \"RPS25\"              \n",
       "[10012] \"TRAPPC4\"             \"SLC37A4\"             \"HYOU1\"              \n",
       "[10015] \"RP11-110I1.14\"       \"RP11-110I1.13\"       \"VPS11\"              \n",
       "[10018] \"HMBS\"                \"H2AFX\"               \"DPAGT1\"             \n",
       "[10021] \"C2CD2L\"              \"HINFP\"               \"NLRX1\"              \n",
       "[10024] \"PDZD3\"               \"CCDC153\"             \"CBL\"                \n",
       "[10027] \"MCAM\"                \"RNF26\"               \"USP2\"               \n",
       "[10030] \"PVRL1\"               \"OAF\"                 \"TMEM136\"            \n",
       "[10033] \"ARHGEF12\"            \"GRIK4\"               \"RP11-640N11.2\"      \n",
       "[10036] \"TBCEL\"               \"TECTA\"               \"SC5D\"               \n",
       "[10039] \"RP11-730K11.1\"       \"SORL1\"               \"UBASH3B\"            \n",
       "[10042] \"CRTAM\"               \"C11orf63\"            \"HSPA8\"              \n",
       "[10045] \"CLMP\"                \"AP000783.1\"          \"GRAMD1B\"            \n",
       "[10048] \"ZNF202\"              \"VWA5A\"               \"TBRG1\"              \n",
       "[10051] \"SIAE\"                \"SPA17\"               \"NRGN\"               \n",
       "[10054] \"RP11-677M14.2\"       \"VSIG2\"               \"ESAM\"               \n",
       "[10057] \"RP11-677M14.3\"       \"MSANTD2\"             \"RP11-677M14.7\"      \n",
       "[10060] \"ROBO3\"               \"CCDC15\"              \"SLC37A2\"            \n",
       "[10063] \"TMEM218\"             \"FEZ1\"                \"AP000708.1\"         \n",
       "[10066] \"EI24\"                \"STT3A-AS1\"           \"STT3A\"              \n",
       "[10069] \"CHEK1\"               \"HYLS1\"               \"PUS3\"               \n",
       "[10072] \"CDON\"                \"RPUSD4\"              \"FAM118B\"            \n",
       "[10075] \"SRPR\"                \"FOXRED1\"             \"TIRAP\"              \n",
       "[10078] \"RP11-712L6.5\"        \"DCPS\"                \"ST3GAL4\"            \n",
       "[10081] \"KIRREL3\"             \"RP11-702B10.2\"       \"ETS1\"               \n",
       "[10084] \"FLI1\"                \"SENCR\"               \"C11orf45\"           \n",
       "[10087] \"ARHGAP32\"            \"TMEM45B\"             \"NFRKB\"              \n",
       "[10090] \"PRDM10\"              \"LINC00167\"           \"APLP2\"              \n",
       "[10093] \"ST14\"                \"ZBTB44\"              \"RP11-121M22.1\"      \n",
       "[10096] \"RP11-890B15.2\"       \"RP11-890B15.3\"       \"SNX19\"              \n",
       "[10099] \"IGSF9B\"              \"RP11-713P17.3\"       \"JAM3\"               \n",
       "[10102] \"NCAPD3\"              \"VPS26B\"              \"THYN1\"              \n",
       "[10105] \"ACAD8\"               \"GLB1L3\"              \"GLB1L2\"             \n",
       "[10108] \"B3GAT1\"              \"IQSEC3\"              \"RP11-598F7.3\"       \n",
       "[10111] \"SLC6A12\"             \"KDM5A\"               \"CCDC77\"             \n",
       "[10114] \"B4GALNT3\"            \"NINJ2\"               \"RP11-218M22.1\"      \n",
       "[10117] \"WNK1\"                \"RAD52\"               \"RP11-359B12.2\"      \n",
       "[10120] \"ERC1\"                \"WNT5B\"               \"FBXL14\"             \n",
       "[10123] \"ADIPOR2\"             \"CACNA2D4\"            \"DCP1B\"              \n",
       "[10126] \"CACNA1C\"             \"CACNA1C-AS2\"         \"CACNA1C-AS1\"        \n",
       "[10129] \"FKBP4\"               \"RP4-816N1.6\"         \"ITFG2\"              \n",
       "[10132] \"NRIP2\"               \"FOXM1\"               \"RHNO1\"              \n",
       "[10135] \"TULP3\"               \"TSPAN9\"              \"EFCAB4B\"            \n",
       "[10138] \"PARP11\"              \"RP11-664D1.1\"        \"CCND2-AS1\"          \n",
       "[10141] \"CCND2\"               \"C12orf5\"             \"C12orf4\"            \n",
       "[10144] \"RAD51AP1\"            \"DYRK4\"               \"AKAP3\"              \n",
       "[10147] \"NDUFA9\"              \"KCNA5\"               \"VWF\"                \n",
       "[10150] \"CD9\"                 \"TNFRSF1A\"            \"SCNN1A\"             \n",
       "[10153] \"LTBR\"                \"CD27-AS1\"            \"CD27\"               \n",
       "[10156] \"TAPBPL\"              \"VAMP1\"               \"MRPL51\"             \n",
       "[10159] \"NCAPD2\"              \"GAPDH\"               \"RP5-940J5.9\"        \n",
       "[10162] \"IFFO1\"               \"NOP2\"                \"CHD4\"               \n",
       "[10165] \"RP5-940J5.6\"         \"LPAR5\"               \"ACRBP\"              \n",
       "[10168] \"ING4\"                \"ZNF384\"              \"PIANP\"              \n",
       "[10171] \"COPS7A\"              \"RP4-761J14.10\"       \"MLF2\"               \n",
       "[10174] \"PTMS\"                \"LAG3\"                \"CD4\"                \n",
       "[10177] \"GPR162\"              \"CDCA3\"               \"USP5\"               \n",
       "[10180] \"TPI1\"                \"SPSB2\"               \"LRRC23\"             \n",
       "[10183] \"ENO2\"                \"ATN1\"                \"C12orf57\"           \n",
       "[10186] \"U47924.31\"           \"PTPN6\"               \"EMG1\"               \n",
       "[10189] \"PHB2\"                \"LPCAT3\"              \"U47924.30\"          \n",
       "[10192] \"C1S\"                 \"C1R\"                 \"C1RL\"               \n",
       "[10195] \"C1RL-AS1\"            \"RBP5\"                \"RP11-273B20.1\"      \n",
       "[10198] \"CLSTN3\"              \"PEX5\"                \"CD163\"              \n",
       "[10201] \"CLEC4C\"              \"SLC2A3\"              \"FOXJ2\"              \n",
       "[10204] \"C3AR1\"               \"NECAP1\"              \"CLEC4A\"             \n",
       "[10207] \"FAM66C\"              \"FAM90A1\"             \"LINC00937\"          \n",
       "[10210] \"RP11-90D4.3\"         \"CLEC6A\"              \"CLEC4D\"             \n",
       "[10213] \"CLEC4E\"              \"AICDA\"               \"RIMKLB\"             \n",
       "[10216] \"PHC1\"                \"M6PR\"                \"KLRG1\"              \n",
       "[10219] \"A2M-AS1\"             \"A2M\"                 \"PZP\"                \n",
       "[10222] \"LINC00987\"           \"RP11-118B22.4\"       \"KLRB1\"              \n",
       "[10225] \"RP11-705C15.4\"       \"CLEC2D\"              \"RP11-75L1.1\"        \n",
       "[10228] \"CLECL1\"              \"CD69\"                \"KLRF1\"              \n",
       "[10231] \"CLEC2B\"              \"RP11-290C10.1\"       \"CLEC12A\"            \n",
       "[10234] \"CLEC1B\"              \"CLEC12B\"             \"CLEC9A\"             \n",
       "[10237] \"CLEC1A\"              \"CLEC7A\"              \"OLR1\"               \n",
       "[10240] \"TMEM52B\"             \"GABARAPL1\"           \"RP11-656E20.5\"      \n",
       "[10243] \"KLRD1\"               \"RP11-277P12.20\"      \"KLRC4-KLRK1\"        \n",
       "[10246] \"KLRK1\"               \"KLRC4\"               \"KLRC3\"              \n",
       "[10249] \"KLRC2\"               \"KLRC1\"               \"EIF2S3L\"            \n",
       "[10252] \"RP11-291B21.2\"       \"MAGOHB\"              \"STYK1\"              \n",
       "[10255] \"YBX3\"                \"PRR4\"                \"TAS2R14\"            \n",
       "[10258] \"TAS2R30\"             \"PRB3\"                \"RP11-434C1.1\"       \n",
       "[10261] \"ETV6\"                \"BCL2L14\"             \"LRP6\"               \n",
       "[10264] \"MANSC1\"              \"LOH12CR2\"            \"LOH12CR1\"           \n",
       "[10267] \"DUSP16\"              \"CREBL2\"              \"GPR19\"              \n",
       "[10270] \"CDKN1B\"              \"APOLD1\"              \"DDX47\"              \n",
       "[10273] \"GPRC5A\"              \"RP11-392P7.6\"        \"GPRC5D\"             \n",
       "[10276] \"HEBP1\"               \"RP11-377D9.3\"        \"KIAA1467\"           \n",
       "[10279] \"EMP1\"                \"RP11-134N1.2\"        \"ATF7IP\"             \n",
       "[10282] \"PLBD1\"               \"RP11-695J4.2\"        \"GUCY2C\"             \n",
       "[10285] \"RP11-174G6.1\"        \"HIST4H4\"             \"H2AFJ\"              \n",
       "[10288] \"WBP11\"               \"C12orf60\"            \"MGP\"                \n",
       "[10291] \"ERP27\"               \"ARHGDIB\"             \"PDE6H\"              \n",
       "[10294] \"PTPRO\"               \"EPS8\"                \"STRAP\"              \n",
       "[10297] \"DERA\"                \"MGST1\"               \"PLEKHA5\"            \n",
       "[10300] \"AEBP2\"               \"PYROXD1\"             \"RECQL\"              \n",
       "[10303] \"GOLT1B\"              \"C12orf39\"            \"LDHB\"               \n",
       "[10306] \"CMAS\"                \"ST8SIA1\"             \"C2CD5\"              \n",
       "[10309] \"RP11-268P4.4\"        \"ETNK1\"               \"BCAT1\"              \n",
       "[10312] \"AC026310.1\"          \"C12orf77\"            \"LRMP\"               \n",
       "[10315] \"CASC1\"               \"LYRM5\"               \"KRAS\"               \n",
       "[10318] \"RASSF8-AS1\"          \"BHLHE41\"             \"SSPN\"               \n",
       "[10321] \"RP11-612B6.2\"        \"ITPR2\"               \"ASUN\"               \n",
       "[10324] \"FGFR1OP2\"            \"RP11-421F16.3\"       \"TM7SF3\"             \n",
       "[10327] \"MED21\"               \"STK38L\"              \"ARNTL2\"             \n",
       "[10330] \"PPFIBP1\"             \"RP11-1060J15.4\"      \"REP15\"              \n",
       "[10333] \"MRPS35\"              \"KLHL42\"              \"CCDC91\"             \n",
       "[10336] \"RP11-967K21.1\"       \"RP11-946L16.1\"       \"FAR2\"               \n",
       "[10339] \"ERGIC2\"              \"OVCH1-AS1\"           \"TMTC1\"              \n",
       "[10342] \"IPO8\"                \"CAPRIN2\"             \"DDX11-AS1\"          \n",
       "[10345] \"DDX11\"               \"FAM60A\"              \"AC024940.1\"         \n",
       "[10348] \"DENND5B\"             \"METTL20\"             \"AMN1\"               \n",
       "[10351] \"H3F3C\"               \"RP11-428G5.5\"        \"KIAA1551\"           \n",
       "[10354] \"BICD1\"               \"FGD4\"                \"DNM1L\"              \n",
       "[10357] \"YARS2\"               \"PKP2\"                \"RP11-847H18.2\"      \n",
       "[10360] \"ALG10\"               \"ALG10B\"              \"CPNE8\"              \n",
       "[10363] \"RP11-396F22.1\"       \"KIF21A\"              \"ABCD2\"              \n",
       "[10366] \"SLC2A13\"             \"AC079630.4\"          \"LRRK2\"              \n",
       "[10369] \"GXYLT1\"              \"YAF2\"                \"PPHLN1\"             \n",
       "[10372] \"ZCRB1\"               \"PRICKLE1\"            \"RP11-328C8.4\"       \n",
       "[10375] \"RP11-350F4.2\"        \"PUS7L\"               \"IRAK4\"              \n",
       "[10378] \"TWF1\"                \"TMEM117\"             \"NELL2\"              \n",
       "[10381] \"ANO6\"                \"LINC00938\"           \"ARID2\"              \n",
       "[10384] \"SCAF11\"              \"SLC38A1\"             \"SLC38A2\"            \n",
       "[10387] \"RP11-474P2.2\"        \"RP11-96H19.1\"        \"RP11-446N19.1\"      \n",
       "[10390] \"AMIGO2\"              \"PCED1B\"              \"RP11-493L12.4\"      \n",
       "[10393] \"RPAP3\"               \"RP1-197B17.3\"        \"RAPGEF3\"            \n",
       "[10396] \"SLC48A1\"             \"HDAC7\"               \"AC004466.1\"         \n",
       "[10399] \"VDR\"                 \"RP11-89H19.1\"        \"TMEM106C\"           \n",
       "[10402] \"SENP1\"               \"PFKM\"                \"ASB8\"               \n",
       "[10405] \"C12orf68\"            \"DKFZP779L1853\"       \"ZNF641\"             \n",
       "[10408] \"KANSL2\"              \"CCNT1\"               \"CACNB3\"             \n",
       "[10411] \"DDX23\"               \"RND1\"                \"RP11-302B13.5\"      \n",
       "[10414] \"CCDC65\"              \"FKBP11\"              \"ARF3\"               \n",
       "[10417] \"WNT10B\"              \"WNT1\"                \"RP11-386G11.5\"      \n",
       "[10420] \"PRKAG1\"              \"KMT2D\"               \"RHEBL1\"             \n",
       "[10423] \"LMBR1L\"              \"RP11-386G11.10\"      \"TUBA1B\"             \n",
       "[10426] \"TUBA1A\"              \"TUBA1C\"              \"RP11-161H23.5\"      \n",
       "[10429] \"TROAP\"               \"SPATS2\"              \"KCNH3\"              \n",
       "[10432] \"MCRS1\"               \"PRPF40B\"             \"FMNL3\"              \n",
       "[10435] \"TMBIM6\"              \"NCKAP5L\"             \"BCDIN3D-AS1\"        \n",
       "[10438] \"BCDIN3D\"             \"FAIM2\"               \"RACGAP1\"            \n",
       "[10441] \"SMARCD1\"             \"COX14\"               \"CERS5\"              \n",
       "[10444] \"LIMA1\"               \"LARP4\"               \"DIP2B\"              \n",
       "[10447] \"ATF1\"                \"METTL7A\"             \"SLC11A2\"            \n",
       "[10450] \"LETMD1\"              \"CSRNP2\"              \"TFCP2\"              \n",
       "[10453] \"POU6F1\"              \"DAZAP2\"              \"SMAGP\"              \n",
       "[10456] \"BIN2\"                \"CELA1\"               \"GALNT6\"             \n",
       "[10459] \"SLC4A8\"              \"ACVRL1\"              \"ACVR1B\"             \n",
       "[10462] \"GRASP\"               \"NR4A1\"               \"RP11-1100L3.8\"      \n",
       "[10465] \"C12orf44\"            \"RP11-1100L3.7\"       \"KRT7\"               \n",
       "[10468] \"KRT86\"               \"KRT81\"               \"KRT5\"               \n",
       "[10471] \"KRT72\"               \"RP11-641A6.2\"        \"KRT73\"              \n",
       "[10474] \"KRT2\"                \"KRT1\"                \"KRT77\"              \n",
       "[10477] \"KRT8\"                \"KRT18\"               \"EIF4B\"              \n",
       "[10480] \"RP11-983P16.4\"       \"TENC1\"               \"SPRYD3\"             \n",
       "[10483] \"IGFBP6\"              \"SOAT2\"               \"CSAD\"               \n",
       "[10486] \"ZNF740\"              \"ITGB7\"               \"RARG\"               \n",
       "[10489] \"MFSD5\"               \"ESPL1\"               \"PFDN5\"              \n",
       "[10492] \"RP11-680A11.5\"       \"C12orf10\"            \"AAAS\"               \n",
       "[10495] \"SP1\"                 \"PRR13\"               \"PCBP2\"              \n",
       "[10498] \"MAP3K12\"             \"RP11-793H13.11\"      \"TARBP2\"             \n",
       "[10501] \"RP11-793H13.10\"      \"ATF7\"                \"RP11-793H13.3\"      \n",
       "[10504] \"ATP5G2\"              \"CALCOCO1\"            \"RP11-834C11.6\"      \n",
       "[10507] \"SMUG1\"               \"CBX5\"                \"RP11-968A15.2\"      \n",
       "[10510] \"HNRNPA1\"             \"NFE2\"                \"COPZ1\"              \n",
       "[10513] \"RP11-753H16.3\"       \"GPR84\"               \"ZNF385A\"            \n",
       "[10516] \"ITGA5\"               \"GTSF1\"               \"NCKAP1L\"            \n",
       "[10519] \"PDE1B\"               \"MUCL1\"               \"TESPA1\"             \n",
       "[10522] \"RP11-110A12.2\"       \"RP11-644F5.16\"       \"METTL7B\"            \n",
       "[10525] \"RP11-644F5.10\"       \"BLOC1S1\"             \"RDH5\"               \n",
       "[10528] \"CD63\"                \"RP11-644F5.11\"       \"GDF11\"              \n",
       "[10531] \"SARNP\"               \"ORMDL2\"              \"DNAJC14\"            \n",
       "[10534] \"MMP19\"               \"WIBG\"                \"DGKA\"               \n",
       "[10537] \"CDK2\"                \"RAB5B\"               \"SUOX\"               \n",
       "[10540] \"IKZF4\"               \"RPS26\"               \"ERBB3\"              \n",
       "[10543] \"PA2G4\"               \"RPL41\"               \"ZC3H10\"             \n",
       "[10546] \"ESYT1\"               \"RP11-603J24.5\"       \"MYL6B\"              \n",
       "[10549] \"MYL6\"                \"SMARCC2\"             \"RNF41\"              \n",
       "[10552] \"NABP2\"               \"ANKRD52\"             \"COQ10A\"             \n",
       "[10555] \"CS\"                  \"RP11-977G19.11\"      \"RP11-977G19.12\"     \n",
       "[10558] \"CNPY2\"               \"PAN2\"                \"IL23A\"              \n",
       "[10561] \"STAT2\"               \"TIMELESS\"            \"SPRYD4\"             \n",
       "[10564] \"GLS2\"                \"RBMS2\"               \"BAZ2A\"              \n",
       "[10567] \"ATP5B\"               \"PTGES3\"              \"NACA\"               \n",
       "[10570] \"PRIM1\"               \"HSD17B6\"             \"RDH16\"              \n",
       "[10573] \"ZBTB39\"              \"MYO1A\"               \"TMEM194A\"           \n",
       "[10576] \"NAB2\"                \"STAT6\"               \"LRP1\"               \n",
       "[10579] \"RP11-545N8.3\"        \"NXPH4\"               \"SHMT2\"              \n",
       "[10582] \"NDUFA4L2\"            \"STAC3\"               \"R3HDM2\"             \n",
       "[10585] \"RP11-756H6.1\"        \"GLI1\"                \"ARHGAP9\"            \n",
       "[10588] \"MARS\"                \"DDIT3\"               \"MBD6\"               \n",
       "[10591] \"DCTN2\"               \"PIP4K2C\"             \"DTX3\"               \n",
       "[10594] \"OS9\"                 \"RP11-571M6.7\"        \"AGAP2\"              \n",
       "[10597] \"AGAP2-AS1\"           \"TSPAN31\"             \"CDK4\"               \n",
       "[10600] \"MARCH9\"              \"CYP27B1\"             \"METTL1\"             \n",
       "[10603] \"METTL21B\"            \"TSFM\"                \"AVIL\"               \n",
       "[10606] \"RP11-571M6.17\"       \"CTDSP2\"              \"RP11-620J15.3\"      \n",
       "[10609] \"XRCC6BP1\"            \"SLC16A7\"             \"FAM19A2\"            \n",
       "[10612] \"USP15\"               \"MON2\"                \"C12orf61\"           \n",
       "[10615] \"RP11-631N16.2\"       \"PPM1H\"               \"DPY19L2\"            \n",
       "[10618] \"TMEM5\"               \"SRGAP1\"              \"C12orf66\"           \n",
       "[10621] \"XPOT\"                \"TBK1\"                \"RASSF3\"             \n",
       "[10624] \"RP11-338E21.3\"       \"GNS\"                 \"TBC1D30\"            \n",
       "[10627] \"LEMD3\"               \"MSRB3\"               \"RP11-366L20.2\"      \n",
       "[10630] \"LLPH\"                \"TMBIM4\"              \"IRAK3\"              \n",
       "[10633] \"HELB\"                \"GRIP1\"               \"CAND1\"              \n",
       "[10636] \"DYRK2\"               \"RP11-335O4.3\"        \"IFNG-AS1\"           \n",
       "[10639] \"IFNG\"                \"MDM1\"                \"RP11-81H14.2\"       \n",
       "[10642] \"RAP1B\"               \"RP11-637A17.2\"       \"NUP107\"             \n",
       "[10645] \"SLC35E3\"             \"AC124890.1\"          \"MDM2\"               \n",
       "[10648] \"CPM\"                 \"CPSF6\"               \"LYZ\"                \n",
       "[10651] \"RP11-1143G9.4\"       \"YEATS4\"              \"FRS2\"               \n",
       "[10654] \"CCT2\"                \"RP11-588G21.2\"       \"RAB3IP\"             \n",
       "[10657] \"RP11-611E13.2\"       \"RP11-320P7.1\"        \"CNOT2\"              \n",
       "[10660] \"KCNMB4\"              \"RP11-588H23.3\"       \"PTPRB\"              \n",
       "[10663] \"PTPRR\"               \"ZFC3H1\"              \"THAP2\"              \n",
       "[10666] \"TMEM19\"              \"RAB21\"               \"TBC1D15\"            \n",
       "[10669] \"ATXN7L3B\"            \"RP11-56G10.2\"        \"RP11-81K13.1\"       \n",
       "[10672] \"CAPS2\"               \"GLIPR1L2\"            \"GLIPR1\"             \n",
       "[10675] \"RP11-585P4.5\"        \"KRR1\"                \"PHLDA1\"             \n",
       "[10678] \"RP11-290L1.3\"        \"NAP1L1\"              \"BBS10\"              \n",
       "[10681] \"OSBPL8\"              \"RP11-20E24.1\"        \"ZDHHC17\"            \n",
       "[10684] \"CSRP2\"               \"SYT1\"                \"PAWR\"               \n",
       "[10687] \"PPP1R12A\"            \"RP11-84G21.1\"        \"LIN7A\"              \n",
       "[10690] \"CCDC59\"              \"METTL25\"             \"TMTC2\"              \n",
       "[10693] \"C12orf29\"            \"CEP290\"              \"TMTC3\"              \n",
       "[10696] \"DUSP6\"               \"RP11-1109F11.3\"      \"POC1B\"              \n",
       "[10699] \"GALNT4\"              \"RP11-734K2.4\"        \"RP11-981P6.1\"       \n",
       "[10702] \"ATP2B1\"              \"LINC00936\"           \"C12orf79\"           \n",
       "[10705] \"BTG1\"                \"RP11-796E2.4\"        \"CLLU1\"              \n",
       "[10708] \"RP11-693J15.5\"       \"C12orf74\"            \"PLEKHG7\"            \n",
       "[10711] \"EEA1\"                \"RP11-511B23.1\"       \"RP11-511B23.2\"      \n",
       "[10714] \"NUDT4\"               \"UBE2N\"               \"MRPL42\"             \n",
       "[10717] \"SOCS2\"               \"CRADD\"               \"PLXNC1\"             \n",
       "[10720] \"RP11-1105G2.3\"       \"CCDC41\"              \"TMCC3\"              \n",
       "[10723] \"NDUFA12\"             \"NR2C1\"               \"FGD6\"               \n",
       "[10726] \"VEZT\"                \"METAP2\"              \"USP44\"              \n",
       "[10729] \"NTN4\"                \"SNRPF\"               \"CCDC38\"             \n",
       "[10732] \"AMDHD1\"              \"HAL\"                 \"RP11-256L6.3\"       \n",
       "[10735] \"LTA4H\"               \"RP11-256L6.2\"        \"ELK3\"               \n",
       "[10738] \"CDK17\"               \"C12orf55\"            \"NEDD1\"              \n",
       "[10741] \"RP11-181C3.1\"        \"TMPO-AS1\"            \"TMPO\"               \n",
       "[10744] \"SLC25A3\"             \"IKBIP\"               \"APAF1\"              \n",
       "[10747] \"ANKS1B\"              \"UHRF1BP1L\"           \"ACTR6\"              \n",
       "[10750] \"DEPDC4\"              \"SCYL2\"               \"GAS2L3\"             \n",
       "[10753] \"UTP20\"               \"ARL1\"                \"CHPT1\"              \n",
       "[10756] \"SYCP3\"               \"GNPTAB\"              \"DRAM1\"              \n",
       "[10759] \"CCDC53\"              \"RP11-554E23.4\"       \"NUP37\"              \n",
       "[10762] \"PARPBP\"              \"IGF1\"                \"C12orf42\"           \n",
       "[10765] \"RP11-341G23.4\"       \"NT5DC3\"              \"HSP90B1\"            \n",
       "[10768] \"C12orf73\"            \"TDG\"                 \"HCFC2\"              \n",
       "[10771] \"NFYB\"                \"TXNRD1\"              \"EID3\"               \n",
       "[10774] \"CHST11\"              \"SLC41A2\"             \"C12orf45\"           \n",
       "[10777] \"ALDH1L2\"             \"KIAA1033\"            \"APPL2\"              \n",
       "[10780] \"C12orf75\"            \"NUAK1\"               \"CKAP4\"              \n",
       "[10783] \"TCP11L2\"             \"POLR3B\"              \"RFX4\"               \n",
       "[10786] \"RP11-482D24.2\"       \"RIC8B\"               \"RP11-412D9.4\"       \n",
       "[10789] \"C12orf23\"            \"MTERFD3\"             \"CRY1\"               \n",
       "[10792] \"BTBD11\"              \"PWP1\"                \"PRDM4\"              \n",
       "[10795] \"CMKLR1\"              \"FICD\"                \"SART3\"              \n",
       "[10798] \"ISCU\"                \"TMEM119\"             \"SELPLG\"             \n",
       "[10801] \"CORO1C\"              \"SNORA40\"             \"SSH1\"               \n",
       "[10804] \"USP30\"               \"USP30-AS1\"           \"ALKBH2\"             \n",
       "[10807] \"UNG\"                 \"ACACB\"               \"RP11-256L11.3\"      \n",
       "[10810] \"KCTD10\"              \"UBE3B\"               \"MMAB\"               \n",
       "[10813] \"MVK\"                 \"FAM222A\"             \"TRPV4\"              \n",
       "[10816] \"GLTP\"                \"TCHP\"                \"GIT2\"               \n",
       "[10819] \"ANKRD13A\"            \"C12orf76\"            \"IFT81\"              \n",
       "[10822] \"ATP2A2\"              \"ANAPC7\"              \"ARPC3\"              \n",
       "[10825] \"GPN3\"                \"FAM216A\"             \"VPS29\"              \n",
       "[10828] \"RAD9B\"               \"PPTC7\"               \"TCTN1\"              \n",
       "[10831] \"HVCN1\"               \"PPP1CC\"              \"CUX2\"               \n",
       "[10834] \"FAM109A\"             \"RP3-473L9.4\"         \"SH2B3\"              \n",
       "[10837] \"ATXN2\"               \"BRAP\"                \"ACAD10\"             \n",
       "[10840] \"ALDH2\"               \"MAPKAPK5-AS1\"        \"MAPKAPK5\"           \n",
       "[10843] \"RP3-462E2.5\"         \"TMEM116\"             \"ERP29\"              \n",
       "[10846] \"NAA25\"               \"TRAFD1\"              \"HECTD4\"             \n",
       "[10849] \"RPL6\"                \"PTPN11\"              \"RPH3A\"              \n",
       "[10852] \"OAS1\"                \"OAS3\"                \"OAS2\"               \n",
       "[10855] \"DTX1\"                \"RASAL1\"              \"CCDC42B\"            \n",
       "[10858] \"DDX54\"               \"RITA1\"               \"IQCD\"               \n",
       "[10861] \"TPCN1\"               \"SLC8B1\"              \"PLBD2\"              \n",
       "[10864] \"SDS\"                 \"SDSL\"                \"RBM19\"              \n",
       "[10867] \"MED13L\"              \"MAP1LC3B2\"           \"C12orf49\"           \n",
       "[10870] \"RNFT2\"               \"HRK\"                 \"FBXW8\"              \n",
       "[10873] \"RP11-231I16.1\"       \"TESC\"                \"FBXO21\"             \n",
       "[10876] \"KSR2\"                \"RFC5\"                \"WSB2\"               \n",
       "[10879] \"VSIG10\"              \"PEBP1\"               \"TAOK3\"              \n",
       "[10882] \"SUDS3\"               \"RP11-768F21.1\"       \"PRKAB1\"             \n",
       "[10885] \"CIT\"                 \"CCDC64\"              \"RAB35\"              \n",
       "[10888] \"GCN1L1\"              \"RPLP0\"               \"PXN-AS1\"            \n",
       "[10891] \"PXN\"                 \"SIRT4\"               \"PLA2G1B\"            \n",
       "[10894] \"COX6A1\"              \"TRIAP1\"              \"GATC\"               \n",
       "[10897] \"SRSF9\"               \"DYNLL1\"              \"DYNLL1-AS1\"         \n",
       "[10900] \"COQ5\"                \"RNF10\"               \"POP5\"               \n",
       "[10903] \"CABP1\"               \"MLEC\"                \"RP11-173P15.3\"      \n",
       "[10906] \"UNC119B\"             \"ACADS\"               \"SPPL3\"              \n",
       "[10909] \"RP11-216P16.2\"       \"C12orf43\"            \"OASL\"               \n",
       "[10912] \"P2RX7\"               \"P2RX4\"               \"CAMKK2\"             \n",
       "[10915] \"ANAPC5\"              \"RNF34\"               \"KDM2B\"              \n",
       "[10918] \"RP13-941N14.1\"       \"ORAI1\"               \"MORN3\"              \n",
       "[10921] \"TMEM120B\"            \"RHOF\"                \"AC084018.1\"         \n",
       "[10924] \"RP11-347I19.8\"       \"SETD1B\"              \"HPD\"                \n",
       "[10927] \"PSMD9\"               \"RP11-87C12.2\"        \"WDR66\"              \n",
       "[10930] \"BCL7A\"               \"MLXIP\"               \"LRRC43\"             \n",
       "[10933] \"B3GNT4\"              \"DIABLO\"              \"VPS33A\"             \n",
       "[10936] \"CLIP1\"               \"ZCCHC8\"              \"RSRC2\"              \n",
       "[10939] \"KNTC1\"               \"RP11-324E6.6\"        \"HCAR2\"              \n",
       "[10942] \"HCAR3\"               \"DENR\"                \"CCDC62\"             \n",
       "[10945] \"HIP1R\"               \"RP11-463O12.3\"       \"VPS37B\"             \n",
       "[10948] \"ABCB9\"               \"OGFOD2\"              \"ARL6IP4\"            \n",
       "[10951] \"PITPNM2\"             \"RP11-197N18.7\"       \"MPHOSPH9\"           \n",
       "[10954] \"C12orf65\"            \"RP11-282O18.3\"       \"CDK2AP1\"            \n",
       "[10957] \"SBNO1\"               \"hsa-mir-8072\"        \"SETD8\"              \n",
       "[10960] \"RILPL2\"              \"SNRNP35\"             \"RILPL1\"             \n",
       "[10963] \"RP11-486O12.2\"       \"TMED2\"               \"DDX55\"              \n",
       "[10966] \"EIF2B1\"              \"GTF2H3\"              \"TCTN2\"              \n",
       "[10969] \"ATP6V0A2\"            \"DNAH10\"              \"CCDC92\"             \n",
       "[10972] \"RP11-380L11.3\"       \"ZNF664\"              \"RP11-214K3.24\"      \n",
       "[10975] \"NCOR2\"               \"RP11-83B20.1\"        \"SCARB1\"             \n",
       "[10978] \"UBC\"                 \"DHX37\"               \"BRI3BP\"             \n",
       "[10981] \"AACS\"                \"LINC00943\"           \"LINC00944\"          \n",
       "[10984] \"SLC15A4\"             \"GLT1D1\"              \"PIWIL1\"             \n",
       "[10987] \"STX2\"                \"RAN\"                 \"GPR133\"             \n",
       "[10990] \"SFSWAP\"              \"MMP17\"               \"ULK1\"               \n",
       "[10993] \"PUS1\"                \"EP400\"               \"EP400NL\"            \n",
       "[10996] \"DDX51\"               \"NOC4L\"               \"RP13-977J11.2\"      \n",
       "[10999] \"FBRSL1\"              \"POLE\"                \"PXMP2\"              \n",
       "[11002] \"PGAM5\"               \"ANKLE2\"              \"GOLGA3\"             \n",
       "[11005] \"CHFR\"                \"RP11-46H11.12\"       \"RP11-46H11.3\"       \n",
       "[11008] \"ZNF605\"              \"ZNF26\"               \"ZNF84\"              \n",
       "[11011] \"ZNF140\"              \"ZNF891\"              \"ZNF10\"              \n",
       "[11014] \"ZNF268\"              \"MPHOSPH8\"            \"PSPC1\"              \n",
       "[11017] \"ZMYM5\"               \"ZMYM2\"               \"GJB6\"               \n",
       "[11020] \"CRYL1\"               \"IFT88\"               \"N6AMT2\"             \n",
       "[11023] \"XPO4\"                \"LATS2\"               \"LATS2-AS1\"          \n",
       "[11026] \"SAP18\"               \"SKA3\"                \"MRP63\"              \n",
       "[11029] \"LINC00422\"           \"ZDHHC20\"             \"MICU2\"              \n",
       "[11032] \"FGF9\"                \"SACS\"                \"MIPEP\"              \n",
       "[11035] \"C1QTNF9B-AS1\"        \"SPATA13\"             \"SPATA13-AS1\"        \n",
       "[11038] \"PARP4\"               \"CENPJ\"               \"PABPC3\"             \n",
       "[11041] \"MTMR6\"               \"RP11-271M24.2\"       \"NUPL1\"              \n",
       "[11044] \"ATP8A2\"              \"RNF6\"                \"CDK8\"               \n",
       "[11047] \"WASF3\"               \"USP12\"               \"USP12-AS2\"          \n",
       "[11050] \"RPL21\"               \"RASL11A\"             \"GTF3A\"              \n",
       "[11053] \"MTIF3\"               \"LNX2\"                \"POLR1D\"             \n",
       "[11056] \"ATP5EP2\"             \"FLT3\"                \"PAN3-AS1\"           \n",
       "[11059] \"PAN3\"                \"FLT1\"                \"POMP\"               \n",
       "[11062] \"SLC46A3\"             \"SLC7A1\"              \"UBL3\"               \n",
       "[11065] \"LINC00544\"           \"LINC00384\"           \"KATNAL1\"            \n",
       "[11068] \"LINC00426\"           \"HMGB1\"               \"USPL1\"              \n",
       "[11071] \"ALOX5AP\"             \"LINC00545\"           \"HSPH1\"              \n",
       "[11074] \"B3GALTL\"             \"FRY-AS1\"             \"FRY\"                \n",
       "[11077] \"BRCA2\"               \"N4BP2L1\"             \"N4BP2L2\"            \n",
       "[11080] \"PDS5B\"               \"RFC3\"                \"NBEA\"               \n",
       "[11083] \"SPG20\"               \"CCNA1\"               \"RFXAP\"              \n",
       "[11086] \"ALG5\"                \"EXOSC8\"              \"SUPT20H\"            \n",
       "[11089] \"UFM1\"                \"PROSER1\"             \"NHLRC3\"             \n",
       "[11092] \"LHFP\"                \"COG6\"                \"LINC00332\"          \n",
       "[11095] \"FOXO1\"               \"MRPS31\"              \"SLC25A15\"           \n",
       "[11098] \"ELF1\"                \"WBP4\"                \"KBTBD6\"             \n",
       "[11101] \"KBTBD7\"              \"MTRF1\"               \"NAA16\"              \n",
       "[11104] \"RGCC\"                \"VWA8\"                \"DGKH\"               \n",
       "[11107] \"AKAP11\"              \"TNFSF11\"             \"EPSTI1\"             \n",
       "[11110] \"DNAJC15\"             \"CCDC122\"             \"LACC1\"              \n",
       "[11113] \"SERP2\"               \"TSC22D1\"             \"NUFIP1\"             \n",
       "[11116] \"GPALPP1\"             \"GTF2F2\"              \"TPT1\"               \n",
       "[11119] \"RP11-290D2.6\"        \"TPT1-AS1\"            \"RP11-290D2.3\"       \n",
       "[11122] \"SLC25A30\"            \"SLC25A30-AS1\"        \"COG3\"               \n",
       "[11125] \"SIAH3\"               \"ZC3H13\"              \"CPB2-AS1\"           \n",
       "[11128] \"LCP1\"                \"LRRC63\"              \"LINC00563\"          \n",
       "[11131] \"KIAA0226L\"           \"LRCH1\"               \"ESD\"                \n",
       "[11134] \"LINC00444\"           \"LINC00562\"           \"SUCLA2\"             \n",
       "[11137] \"SUCLA2-AS1\"          \"NUDT15\"              \"MED4\"               \n",
       "[11140] \"MED4-AS1\"            \"ITM2B\"               \"LINC00441\"          \n",
       "[11143] \"RB1\"                 \"LPAR6\"               \"RCBTB2\"             \n",
       "[11146] \"CYSLTR2\"             \"FNDC3A\"              \"CDADC1\"             \n",
       "[11149] \"CAB39L\"              \"SETDB2\"              \"PHF11\"              \n",
       "[11152] \"RCBTB1\"              \"ARL11\"               \"EBPL\"               \n",
       "[11155] \"KPNA3\"               \"SPRYD7\"              \"TRIM13\"             \n",
       "[11158] \"KCNRG\"               \"DLEU1\"               \"DLEU7\"              \n",
       "[11161] \"RNASEH2B-AS1\"        \"RNASEH2B\"            \"INTS6\"              \n",
       "[11164] \"INTS6-AS1\"           \"WDFY2\"               \"DHRS12\"             \n",
       "[11167] \"RP11-327P2.5\"        \"ATP7B\"               \"ALG11\"              \n",
       "[11170] \"UTP14C\"              \"NEK3\"                \"THSD1\"              \n",
       "[11173] \"VPS36\"               \"CKAP2\"               \"HNRNPA1L2\"          \n",
       "[11176] \"SUGT1\"               \"DIAPH3\"              \"TDRD3\"              \n",
       "[11179] \"PCDH9\"               \"DACH1\"               \"MZT1\"               \n",
       "[11182] \"BORA\"                \"DIS3\"                \"PIBF1\"              \n",
       "[11185] \"KLF5\"                \"KLF12\"               \"LINC00402\"          \n",
       "[11188] \"TBC1D4\"              \"TBC1D4-AS1\"          \"COMMD6\"             \n",
       "[11191] \"UCHL3\"               \"RP11-173B14.5\"       \"LMO7\"               \n",
       "[11194] \"KCTD12\"              \"CLN5\"                \"FBXL3\"              \n",
       "[11197] \"MYCBP2\"              \"MYCBP2-AS1\"          \"SLAIN1\"             \n",
       "[11200] \"RNF219-AS1\"          \"RNF219\"              \"RBM26\"              \n",
       "[11203] \"RBM26-AS1\"           \"NDFIP2\"              \"SPRY2\"              \n",
       "[11206] \"TGDS\"                \"GPR180\"              \"ABCC4\"              \n",
       "[11209] \"DNAJC3-AS1\"          \"DNAJC3\"              \"UGGT2\"              \n",
       "[11212] \"MBNL2\"               \"RAP2A\"               \"IPO5\"               \n",
       "[11215] \"FARP1\"               \"FARP1-AS1\"           \"STK24\"              \n",
       "[11218] \"STK24-AS1\"           \"DOCK9\"               \"DOCK9-AS2\"          \n",
       "[11221] \"UBAC2-AS1\"           \"UBAC2\"               \"GPR18\"              \n",
       "[11224] \"GPR183\"              \"LINC00449\"           \"TM9SF2\"             \n",
       "[11227] \"CLYBL\"               \"PCCA\"                \"GGACT\"              \n",
       "[11230] \"TMTC4\"               \"FGF14-AS2\"           \"TPP2\"               \n",
       "[11233] \"TEX30\"               \"KDELC1\"              \"BIVM\"               \n",
       "[11236] \"ERCC5\"               \"ARGLU1\"              \"LIG4\"               \n",
       "[11239] \"ABHD13\"              \"TNFSF13B\"            \"MYO16\"              \n",
       "[11242] \"IRS2\"                \"RAB20\"               \"CARKD\"              \n",
       "[11245] \"CARS2\"               \"ING1\"                \"ANKRD10\"            \n",
       "[11248] \"ARHGEF7\"             \"TEX29\"               \"TUBGCP3\"            \n",
       "[11251] \"ATP11A\"              \"MCF2L\"               \"MCF2L-AS1\"          \n",
       "[11254] \"PCID2\"               \"CUL4A\"               \"LAMP1\"              \n",
       "[11257] \"GRTP1\"               \"ADPRHL1\"             \"DCUN1D2\"            \n",
       "[11260] \"TMCO3\"               \"TFDP1\"               \"TMEM255B\"           \n",
       "[11263] \"GAS6\"                \"LINC00565\"           \"RASA3\"              \n",
       "[11266] \"CDC16\"               \"UPF3A\"               \"CHAMP1\"             \n",
       "[11269] \"TTC5\"                \"CTD-2292M16.8\"       \"CCNB1IP1\"           \n",
       "[11272] \"RPPH1\"               \"PARP2\"               \"TEP1\"               \n",
       "[11275] \"OSGEP\"               \"APEX1\"               \"TMEM55B\"            \n",
       "[11278] \"PNP\"                 \"RP11-203M5.8\"        \"RNASE4\"             \n",
       "[11281] \"ANG\"                 \"RNASE6\"              \"RP11-219E7.1\"       \n",
       "[11284] \"RNASE1\"              \"RNASE3\"              \"RP11-84C10.2\"       \n",
       "[11287] \"RNASE2\"              \"METTL17\"             \"RP11-84C10.4\"       \n",
       "[11290] \"NDRG2\"               \"ARHGEF40\"            \"ZNF219\"             \n",
       "[11293] \"TMEM253\"             \"HNRNPC\"              \"RPGRIP1\"            \n",
       "[11296] \"SUPT16H\"             \"RP11-524O1.4\"        \"CHD8\"               \n",
       "[11299] \"RAB2B\"               \"TOX4\"                \"METTL3\"             \n",
       "[11302] \"SALL2\"               \"AE000662.93\"         \"AE000662.92\"        \n",
       "[11305] \"DAD1\"                \"ABHD4\"               \"OXA1L\"              \n",
       "[11308] \"SLC7A7\"              \"MRPL52\"              \"MMP14\"              \n",
       "[11311] \"LRP10\"               \"REM2\"                \"RBM23\"              \n",
       "[11314] \"PRMT5-AS1\"           \"PRMT5\"               \"HAUS4\"              \n",
       "[11317] \"AJUBA\"               \"RP11-298I3.4\"        \"C14orf93\"           \n",
       "[11320] \"PSMB5\"               \"CDH24\"               \"ACIN1\"              \n",
       "[11323] \"C14orf119\"           \"CEBPE\"               \"SLC7A8\"             \n",
       "[11326] \"C14orf164\"           \"HOMEZ\"               \"PPP1R3E\"            \n",
       "[11329] \"BCL2L2\"              \"PABPN1\"              \"AL049829.1\"         \n",
       "[11332] \"SLC22A17\"            \"CMTM5\"               \"NGDN\"               \n",
       "[11335] \"RP11-66N24.4\"        \"ZFHX2\"               \"THTPA\"              \n",
       "[11338] \"AP1G2\"               \"RP11-66N24.3\"        \"JPH4\"               \n",
       "[11341] \"DHRS4-AS1\"           \"DHRS4\"               \"DHRS4L2\"            \n",
       "[11344] \"LRRC16B\"             \"NRL\"                 \"PCK2\"               \n",
       "[11347] \"DCAF11\"              \"FITM1\"               \"PSME1\"              \n",
       "[11350] \"EMC9\"                \"RP11-468E2.5\"        \"PSME2\"              \n",
       "[11353] \"RNF31\"               \"RP11-468E2.4\"        \"IRF9\"               \n",
       "[11356] \"REC8\"                \"IPO4\"                \"TM9SF1\"             \n",
       "[11359] \"TSSK4\"               \"CHMP4A\"              \"MDP1\"               \n",
       "[11362] \"NEDD8\"               \"GMPR2\"               \"TINF2\"              \n",
       "[11365] \"TGM1\"                \"RABGGTA\"             \"DHRS1\"              \n",
       "[11368] \"NOP9\"                \"CIDEB\"               \"LTB4R2\"             \n",
       "[11371] \"LTB4R\"               \"ADCY4\"               \"RIPK3\"              \n",
       "[11374] \"NYNRIN\"              \"CBLN3\"               \"KHNYN\"              \n",
       "[11377] \"SDR39U1\"             \"CTSG\"                \"GZMH\"               \n",
       "[11380] \"GZMB\"                \"STXBP6\"              \"NOVA1\"              \n",
       "[11383] \"C14orf23\"            \"G2E3\"                \"SCFD1\"              \n",
       "[11386] \"COCH\"                \"RP11-829H16.3\"       \"STRN3\"              \n",
       "[11389] \"AP4S1\"               \"HECTD1\"              \"RP11-596D21.1\"      \n",
       "[11392] \"HEATR5A\"             \"RP11-176H8.1\"        \"CTD-2213F21.2\"      \n",
       "[11395] \"DTD2\"                \"NUBPL\"               \"RP11-187E13.1\"      \n",
       "[11398] \"ARHGAP5-AS1\"         \"ARHGAP5\"             \"AKAP6\"              \n",
       "[11401] \"EGLN3\"               \"SPTSSA\"              \"EAPP\"               \n",
       "[11404] \"SNX6\"                \"CFL2\"                \"BAZ1A\"              \n",
       "[11407] \"RP11-73E17.2\"        \"SRP54\"               \"FAM177A1\"           \n",
       "[11410] \"PPP2R3C\"             \"KIAA0391\"            \"KIAA0391-1\"         \n",
       "[11413] \"PSMA6\"               \"NFKBIA\"              \"RALGAPA1\"           \n",
       "[11416] \"RP11-317N8.5\"        \"BRMS1L\"              \"MBIP\"               \n",
       "[11419] \"MIPOL1\"              \"SEC23A\"              \"RP11-545M17.1\"      \n",
       "[11422] \"GEMIN2\"              \"TRAPPC6B\"            \"RP11-407N17.4\"      \n",
       "[11425] \"PNN\"                 \"CTAGE5\"              \"RP11-407N17.5\"      \n",
       "[11428] \"FBXO33\"              \"RP11-111A21.1\"       \"C14orf28\"           \n",
       "[11431] \"KLHL28\"              \"FAM179B\"             \"PRPF39\"             \n",
       "[11434] \"FKBP3\"               \"FANCM\"               \"MIS18BP1\"           \n",
       "[11437] \"RPS29\"               \"RN7SL1\"              \"AL139099.1\"         \n",
       "[11440] \"LRR1\"                \"RPL36AL\"             \"MGAT2\"              \n",
       "[11443] \"RP11-649E7.5\"        \"DNAAF2\"              \"POLE2\"              \n",
       "[11446] \"KLHDC1\"              \"KLHDC2\"              \"NEMF\"               \n",
       "[11449] \"AL627171.2\"          \"ARF6\"                \"RP11-58E21.4\"       \n",
       "[11452] \"C14orf182\"           \"RP11-58E21.3\"        \"VCPKMT\"             \n",
       "[11455] \"SOS2\"                \"L2HGDH\"              \"ATP5S\"              \n",
       "[11458] \"RP11-247L20.4\"       \"CDKL1\"               \"MAP4K5\"             \n",
       "[11461] \"ATL1\"                \"SAV1\"                \"NIN\"                \n",
       "[11464] \"RP11-286O18.1\"       \"PYGL\"                \"TMX1\"               \n",
       "[11467] \"FRMD6\"               \"GNG2\"                \"RP11-463J10.3\"      \n",
       "[11470] \"AL358333.1\"          \"C14orf166\"           \"NID2\"               \n",
       "[11473] \"PTGDR\"               \"PTGER2\"              \"TXNDC16\"            \n",
       "[11476] \"GPR137C\"             \"ERO1L\"               \"RP11-841O20.2\"      \n",
       "[11479] \"PSMC6\"               \"STYX\"                \"GNPNAT1\"            \n",
       "[11482] \"RP11-589M4.1\"        \"FERMT2\"              \"DDHD1\"              \n",
       "[11485] \"RP11-547D23.1\"       \"AL163953.3\"          \"BMP4\"               \n",
       "[11488] \"CDKN3\"               \"CNIH1\"               \"GMFB\"               \n",
       "[11491] \"CGRRF1\"              \"SAMD4A\"              \"GCH1\"               \n",
       "[11494] \"WDHD1\"               \"SOCS4\"               \"MAPK1IP1L\"          \n",
       "[11497] \"LGALS3\"              \"DLGAP5\"              \"FBXO34\"             \n",
       "[11500] \"ATG14\"               \"KTN1-AS1\"            \"KTN1\"               \n",
       "[11503] \"PELI2\"               \"TMEM260\"             \"EXOC5\"              \n",
       "[11506] \"AP5M1\"               \"NAA30\"               \"C14orf37\"           \n",
       "[11509] \"ACTR10\"              \"PSMA3\"               \"RP11-349A22.5\"      \n",
       "[11512] \"ARID4A\"              \"TOMM20L\"             \"TIMM9\"              \n",
       "[11515] \"KIAA0586\"            \"DACT1\"               \"DAAM1\"              \n",
       "[11518] \"GPR135\"              \"L3HYPDH\"             \"JKAMP\"              \n",
       "[11521] \"RTN1\"                \"PCNXL4\"              \"DHRS7\"              \n",
       "[11524] \"CTD-2184C24.2\"       \"PPM1A\"               \"MNAT1\"              \n",
       "[11527] \"TRMT5\"               \"SLC38A6\"             \"PRKCH\"              \n",
       "[11530] \"TMEM30B\"             \"RP11-47I22.2\"        \"RP11-47I22.3\"       \n",
       "[11533] \"HIF1A\"               \"HIF1A-AS2\"           \"SNAPC1\"             \n",
       "[11536] \"LINC00643\"           \"PPP2R5E\"             \"CTD-2302E22.4\"      \n",
       "[11539] \"WDR89\"               \"SGPP1\"               \"SYNE2\"              \n",
       "[11542] \"ESR2\"                \"RP11-544I20.2\"       \"MTHFD1\"             \n",
       "[11545] \"CTD-2555O16.2\"       \"CTD-2555O16.4\"       \"ZBTB25\"             \n",
       "[11548] \"AKAP5\"               \"ZBTB1\"               \"HSPA2\"              \n",
       "[11551] \"PPP1R36\"             \"PLEKHG3\"             \"SPTB\"               \n",
       "[11554] \"CHURC1\"              \"FNTB\"                \"RAB15\"              \n",
       "[11557] \"MAX\"                 \"RP11-840I19.3\"       \"CTD-2509G16.5\"      \n",
       "[11560] \"FUT8\"                \"RP11-72M17.1\"        \"GPHN\"               \n",
       "[11563] \"FAM71D\"              \"MPP5\"                \"ATP6V1D\"            \n",
       "[11566] \"EIF2S1\"              \"PLEK2\"               \"TMEM229B\"           \n",
       "[11569] \"PLEKHH1\"             \"PIGH\"                \"ARG2\"               \n",
       "[11572] \"VTI1B\"               \"RDH11\"               \"ZFYVE26\"            \n",
       "[11575] \"RAD51B\"              \"CTD-2325P2.4\"        \"CTD-2325P2.3\"       \n",
       "[11578] \"ZFP36L1\"             \"ACTN1\"               \"ACTN1-AS1\"          \n",
       "[11581] \"DCAF5\"               \"EXD2\"                \"ERH\"                \n",
       "[11584] \"SLC39A9\"             \"PLEKHD1\"             \"KIAA0247\"           \n",
       "[11587] \"SRSF5\"               \"SLC10A1\"             \"COX16\"              \n",
       "[11590] \"SYNJ2BP\"             \"ADAM20P1\"            \"MED6\"               \n",
       "[11593] \"TTC9\"                \"MAP3K9\"              \"RP6-65G23.3\"        \n",
       "[11596] \"PCNX\"                \"RP6-91H8.3\"          \"RP1-261D10.2\"       \n",
       "[11599] \"SIPA1L1\"             \"RGS6\"                \"DPF3\"               \n",
       "[11602] \"DCAF4\"               \"ZFYVE1\"              \"RBM25\"              \n",
       "[11605] \"PSEN1\"               \"PAPLN\"               \"RP4-647C14.2\"       \n",
       "[11608] \"RP4-647C14.3\"        \"NUMB\"                \"ACOT2\"              \n",
       "[11611] \"ACOT4\"               \"RP3-414A15.10\"       \"DNAL1\"              \n",
       "[11614] \"PNMA1\"               \"ELMSAN1\"             \"RP5-1021I20.1\"      \n",
       "[11617] \"PTGR2\"               \"ZNF410\"              \"RP5-1021I20.5\"      \n",
       "[11620] \"FAM161B\"             \"COQ6\"                \"ENTPD5\"             \n",
       "[11623] \"CCDC176\"             \"ALDH6A1\"             \"LIN52\"              \n",
       "[11626] \"ABCD4\"               \"NPC2\"                \"ISCA2\"              \n",
       "[11629] \"LTBP2\"               \"AREL1\"               \"FCF1\"               \n",
       "[11632] \"YLPM1\"               \"PROX2\"               \"DLST\"               \n",
       "[11635] \"RPS6KL1\"             \"PGF\"                 \"EIF2B2\"             \n",
       "[11638] \"RP11-950C14.3\"       \"MLH3\"                \"ACYP1\"              \n",
       "[11641] \"ZC2HC1C\"             \"NEK9\"                \"RP11-950C14.7\"      \n",
       "[11644] \"TMED10\"              \"FOS\"                 \"RP11-293M10.5\"      \n",
       "[11647] \"RP11-293M10.6\"       \"JDP2\"                \"BATF\"               \n",
       "[11650] \"AC007182.6\"          \"FLVCR2\"              \"TTLL5\"              \n",
       "[11653] \"C14orf1\"             \"IFT43\"               \"TGFB3\"              \n",
       "[11656] \"GPATCH2L\"            \"VASH1\"               \"RP11-488C13.5\"      \n",
       "[11659] \"ANGEL1\"              \"IRF2BPL\"             \"RP11-7F17.5\"        \n",
       "[11662] \"CIPC\"                \"TMEM63C\"             \"POMT2\"              \n",
       "[11665] \"GSTZ1\"               \"TMED8\"               \"SAMD15\"             \n",
       "[11668] \"NOXRED1\"             \"VIPAS39\"             \"AHSA1\"              \n",
       "[11671] \"SPTLC2\"              \"ALKBH1\"              \"SLIRP\"              \n",
       "[11674] \"SNW1\"                \"C14orf178\"           \"ADCK1\"              \n",
       "[11677] \"CEP128\"              \"GTF2A1\"              \"STON2\"              \n",
       "[11680] \"SEL1L\"               \"CTD-2341M24.1\"       \"GALC\"               \n",
       "[11683] \"GPR65\"               \"LINC01146\"           \"RP11-753D20.3\"      \n",
       "[11686] \"KCNK10\"              \"SPATA7\"              \"ZC3H14\"             \n",
       "[11689] \"EML5\"                \"TTC8\"                \"FOXN3\"              \n",
       "[11692] \"RP11-356K23.1\"       \"FOXN3-AS1\"           \"RP11-944C7.1\"       \n",
       "[11695] \"EFCAB11\"             \"TDP1\"                \"KCNK13\"             \n",
       "[11698] \"PSMC1\"               \"NRDE2\"               \"CALM1\"              \n",
       "[11701] \"RP11-471B22.2\"       \"TTC7B\"               \"RPS6KA5\"            \n",
       "[11704] \"C14orf159\"           \"GPR68\"               \"CTD-2547L24.3\"      \n",
       "[11707] \"CTD-2547L24.4\"       \"CCDC88C\"             \"SMEK1\"              \n",
       "[11710] \"AL133373.1\"          \"CATSPERB\"            \"TC2N\"               \n",
       "[11713] \"FBLN5\"               \"TRIP11\"              \"ATXN3\"              \n",
       "[11716] \"NDUFB1\"              \"CPSF2\"               \"SLC24A4\"            \n",
       "[11719] \"RIN3\"                \"LGMN\"                \"GOLGA5\"             \n",
       "[11722] \"ITPK1\"               \"ITPK1-AS1\"           \"MOAP1\"              \n",
       "[11725] \"TMEM251\"             \"C14orf142\"           \"UBR7\"               \n",
       "[11728] \"BTBD7\"               \"UNC79\"               \"ASB2\"               \n",
       "[11731] \"OTUB2\"               \"DDX24\"               \"IFI27L1\"            \n",
       "[11734] \"IFI27\"               \"IFI27L2\"             \"PPP4R4\"             \n",
       "[11737] \"SERPINA1\"            \"GSC\"                 \"DICER1\"             \n",
       "[11740] \"DICER1-AS1\"          \"CLMN\"                \"LINC00341\"          \n",
       "[11743] \"SYNE3\"               \"RP11-1070N10.3\"      \"SNHG10\"             \n",
       "[11746] \"GLRX5\"               \"TCL1B\"               \"TCL1A\"              \n",
       "[11749] \"RP11-164H13.1\"       \"LINC00617\"           \"C14orf132\"          \n",
       "[11752] \"ATG2B\"               \"GSKIP\"               \"RP11-872J21.3\"      \n",
       "[11755] \"PAPOLA\"              \"RP11-433J8.1\"        \"VRK1\"               \n",
       "[11758] \"LINC00618\"           \"CTD-2506J14.1\"       \"C14orf64\"           \n",
       "[11761] \"RP11-61O1.2\"         \"BCL11B\"              \"AL109767.1\"         \n",
       "[11764] \"SETD3\"               \"CCNK\"                \"CCDC85C\"            \n",
       "[11767] \"RP11-543C4.1\"        \"CYP46A1\"             \"EVL\"                \n",
       "[11770] \"CTD-2376I20.1\"       \"DEGS2\"               \"RP11-638I2.4\"       \n",
       "[11773] \"YY1\"                 \"SLC25A29\"            \"WARS\"               \n",
       "[11776] \"RP11-638I2.8\"        \"WDR25\"               \"BEGAIN\"             \n",
       "[11779] \"MEG3\"                \"RP11-8L8.2\"          \"RP11-796G6.2\"       \n",
       "[11782] \"PPP2R5C\"             \"CTD-2017C7.2\"        \"CTD-2017C7.1\"       \n",
       "[11785] \"RP11-1017G21.5\"      \"DYNC1H1\"             \"HSP90AA1\"           \n",
       "[11788] \"WDR20\"               \"MOK\"                 \"ZNF839\"             \n",
       "[11791] \"CINP\"                \"TECPR2\"              \"ANKRD9\"             \n",
       "[11794] \"CTD-2555C10.3\"       \"RCOR1\"               \"TRAF3\"              \n",
       "[11797] \"AMN\"                 \"CDC42BPB\"            \"LINC00677\"          \n",
       "[11800] \"TNFAIP2\"             \"RP11-45P15.4\"        \"EIF5\"               \n",
       "[11803] \"MARK3\"               \"CKB\"                 \"RP11-600F24.7\"      \n",
       "[11806] \"TRMT61A\"             \"BAG5\"                \"KLC1\"               \n",
       "[11809] \"APOPT1\"              \"RP11-894P9.1\"        \"RP11-73M18.10\"      \n",
       "[11812] \"XRCC3\"               \"RP11-73M18.9\"        \"ZFYVE21\"            \n",
       "[11815] \"PPP1R13B\"            \"C14orf2\"             \"TDRD9\"              \n",
       "[11818] \"INF2\"                \"ADSSL1\"              \"SIVA1\"              \n",
       "[11821] \"RP11-982M15.2\"       \"AKT1\"                \"ZBTB42\"             \n",
       "[11824] \"LINC00638\"           \"CEP170B\"             \"PLD4\"               \n",
       "[11827] \"C14orf79\"            \"CDCA4\"               \"GPR132\"             \n",
       "[11830] \"RP11-44N21.1\"        \"NUDT14\"              \"BRF1\"               \n",
       "[11833] \"BTBD6\"               \"PACS2\"               \"TEX22\"              \n",
       "[11836] \"RP11-521B24.3\"       \"MTA1\"                \"CRIP2\"              \n",
       "[11839] \"CRIP1\"               \"CRIP1-1\"             \"C14orf80\"           \n",
       "[11842] \"TMEM121\"             \"AL928742.12\"         \"RP11-731F5.2\"       \n",
       "[11845] \"AL928768.3\"          \"KIAA0125\"            \"LINC00221\"          \n",
       "[11848] \"RP11-32B5.7\"         \"TUBGCP5\"             \"CYFIP1\"             \n",
       "[11851] \"NIPA2\"               \"NIPA1\"               \"MKRN3\"              \n",
       "[11854] \"NDN\"                 \"SNRPN\"               \"SNURF\"              \n",
       "[11857] \"SNURF-1\"             \"PWAR6\"               \"UBE3A\"              \n",
       "[11860] \"ATP10A\"              \"HERC2\"               \"GOLGA8M\"            \n",
       "[11863] \"APBA2\"               \"NDNL2\"               \"RP11-932O9.8\"       \n",
       "[11866] \"RP11-932O9.7\"        \"ARHGAP11B\"           \"FAN1\"               \n",
       "[11869] \"MTMR10\"              \"RP11-16E12.1\"        \"RP11-16E12.2\"       \n",
       "[11872] \"KLF13\"               \"OTUD7A\"              \"RP11-1000B6.3\"      \n",
       "[11875] \"AC123768.4\"          \"RP11-1000B6.5\"       \"ARHGAP11A\"          \n",
       "[11878] \"SCG5\"                \"FMN1\"                \"AVEN\"               \n",
       "[11881] \"EMC7\"                \"PGBD4\"               \"KATNBL1\"            \n",
       "[11884] \"EMC4\"                \"SLC12A6\"             \"RP11-1084A12.2\"     \n",
       "[11887] \"NOP10\"               \"LPCAT4\"              \"GOLGA8A\"            \n",
       "[11890] \"GOLGA8B\"             \"AQR\"                 \"ZNF770\"             \n",
       "[11893] \"AC114546.1\"          \"DPH6\"                \"C15orf41\"           \n",
       "[11896] \"RP11-1008C21.1\"      \"RP11-1008C21.2\"      \"SPRED1\"             \n",
       "[11899] \"FAM98B\"              \"RASGRP1\"             \"RP11-102L12.2\"      \n",
       "[11902] \"RP11-275I4.1\"        \"RP11-275I4.2\"        \"C15orf53\"           \n",
       "[11905] \"C15orf54\"            \"THBS1\"               \"FSIP1\"              \n",
       "[11908] \"RP11-37C7.3\"         \"EIF2AK4\"             \"SRP14\"              \n",
       "[11911] \"SRP14-AS1\"           \"BMF\"                 \"BUB1B\"              \n",
       "[11914] \"PAK6\"                \"PLCB2\"               \"LINC00984\"          \n",
       "[11917] \"C15orf52\"            \"KNSTRN\"              \"IVD\"                \n",
       "[11920] \"BAHD1\"               \"CHST14\"              \"RP11-111A22.1\"      \n",
       "[11923] \"C15orf57\"            \"RPUSD2\"              \"CASC5\"              \n",
       "[11926] \"RAD51\"               \"RMDN3\"               \"GCHFR\"              \n",
       "[11929] \"DNAJC17\"             \"C15orf62\"            \"ZFYVE19\"            \n",
       "[11932] \"RP11-532F12.5\"       \"SPINT1\"              \"VPS18\"              \n",
       "[11935] \"CHAC1\"               \"INO80\"               \"RP11-540O11.6\"      \n",
       "[11938] \"CHP1\"                \"OIP5\"                \"NUSAP1\"             \n",
       "[11941] \"NDUFAF1\"             \"RTF1\"                \"LTK\"                \n",
       "[11944] \"RPAP1\"               \"MGA\"                 \"MAPKBP1\"            \n",
       "[11947] \"AC073657.1\"          \"JMJD7-PLA2G4B\"       \"SPTBN5\"             \n",
       "[11950] \"RP11-23P13.6\"        \"RP11-23P13.7\"        \"EHD4\"               \n",
       "[11953] \"VPS39\"               \"TMEM87A\"             \"GANC\"               \n",
       "[11956] \"CAPN3\"               \"ZNF106\"              \"SNAP23\"             \n",
       "[11959] \"RP11-265N6.1\"        \"LRRC57\"              \"HAUS2\"              \n",
       "[11962] \"STARD9\"              \"CDAN1\"               \"TTBK2\"              \n",
       "[11965] \"CTD-2036P10.3\"       \"UBR1\"                \"EPB42\"              \n",
       "[11968] \"TMEM62\"              \"RP11-473C18.3\"       \"CCNDBP1\"            \n",
       "[11971] \"LCMT2\"               \"ADAL\"                \"ZSCAN29\"            \n",
       "[11974] \"TUBGCP4\"             \"TP53BP1\"             \"MAP1A\"              \n",
       "[11977] \"PPIP5K1\"             \"STRC\"                \"CATSPER2\"           \n",
       "[11980] \"PDIA3\"               \"ELL3\"                \"SERF2\"              \n",
       "[11983] \"SERINC4\"             \"HYPK\"                \"MFAP1\"              \n",
       "[11986] \"WDR76\"               \"FRMD5\"               \"CASC4\"              \n",
       "[11989] \"CTDSPL2\"             \"EIF3J-AS1\"           \"EIF3J\"              \n",
       "[11992] \"SPG11\"               \"PATL2\"               \"B2M\"                \n",
       "[11995] \"TRIM69\"              \"SORD\"                \"DUOX1\"              \n",
       "[11998] \"CTD-2651B20.1\"       \"SHF\"                 \"CTD-2651B20.3\"      \n",
       "[12001] \"GATM\"                \"SPATA5L1\"            \"C15orf48\"           \n",
       "[12004] \"RP11-519G16.3\"       \"SLC30A4\"             \"BLOC1S6\"            \n",
       "[12007] \"SQRDL\"               \"MYEF2\"               \"RP11-154J22.1\"      \n",
       "[12010] \"DUT\"                 \"CEP152\"              \"RP11-227D13.4\"      \n",
       "[12013] \"EID1\"                \"SECISBP2L\"           \"COPS2\"              \n",
       "[12016] \"GALK2\"               \"FAM227B\"             \"FGF7\"               \n",
       "[12019] \"DTWD1\"               \"ATP8B4\"              \"SLC27A2\"            \n",
       "[12022] \"HDC\"                 \"GABPB1\"              \"CTD-3110H11.1\"      \n",
       "[12025] \"USP8\"                \"TRPM7\"               \"SPPL2A\"             \n",
       "[12028] \"AP4E1\"               \"DMXL2\"               \"LYSMD2\"             \n",
       "[12031] \"TMOD2\"               \"TMOD3\"               \"RP11-56B16.4\"       \n",
       "[12034] \"LEO1\"                \"MAPK6\"               \"CTD-2184D3.6\"       \n",
       "[12037] \"GNB5\"                \"CTD-2184D3.7\"        \"RP11-430B1.2\"       \n",
       "[12040] \"MYO5C\"               \"MYO5A\"               \"ARPP19\"             \n",
       "[12043] \"FAM214A\"             \"RSL24D1\"             \"RAB27A\"             \n",
       "[12046] \"RP11-139H15.1\"       \"PIGB\"                \"CCPG1\"              \n",
       "[12049] \"C15orf65\"            \"DYX1C1\"              \"NEDD4\"              \n",
       "[12052] \"RFX7\"                \"TEX9\"                \"MNS1\"               \n",
       "[12055] \"ZNF280D\"             \"TCF12\"               \"LINC00926\"          \n",
       "[12058] \"POLR2M\"              \"ALDH1A2\"             \"AQP9\"               \n",
       "[12061] \"LIPC\"                \"ADAM10\"              \"FAM63B\"             \n",
       "[12064] \"RNF111\"              \"SLTM\"                \"CCNB2\"              \n",
       "[12067] \"MYO1E\"               \"FAM81A\"              \"GTF2A2\"             \n",
       "[12070] \"BNIP2\"               \"RP11-361D15.2\"       \"ANXA2\"              \n",
       "[12073] \"NARG2\"               \"RP11-219B17.1\"       \"RORA\"               \n",
       "[12076] \"CTD-2501E16.2\"       \"VPS13C\"              \"RP11-643M14.1\"      \n",
       "[12079] \"TLN2\"                \"TPM1\"                \"LACTB\"              \n",
       "[12082] \"RPS27L\"              \"RAB8B\"               \"APH1B\"              \n",
       "[12085] \"USP3\"                \"USP3-AS1\"            \"FBXL22\"             \n",
       "[12088] \"HERC1\"               \"RP11-317G6.1\"        \"DAPK2\"              \n",
       "[12091] \"FAM96A\"              \"SNX1\"                \"SNX22\"              \n",
       "[12094] \"PPIB\"                \"CSNK1G1\"             \"KIAA0101\"           \n",
       "[12097] \"TRIP4\"               \"ZNF609\"              \"OAZ2\"               \n",
       "[12100] \"AC100830.4\"          \"AC100830.5\"          \"AC100830.3\"         \n",
       "[12103] \"RBPMS2\"              \"PIF1\"                \"PLEKHO2\"            \n",
       "[12106] \"ANKDD1A\"             \"SPG21\"               \"MTFMT\"              \n",
       "[12109] \"UBAP1L\"              \"PDCD7\"               \"CLPX\"               \n",
       "[12112] \"PARP16\"              \"DPP8\"                \"PTPLAD1\"            \n",
       "[12115] \"VWA9\"                \"SLC24A1\"             \"DENND4A\"            \n",
       "[12118] \"RAB11A\"              \"MEGF11\"              \"DIS3L\"              \n",
       "[12121] \"TIPIN\"               \"MAP2K1\"              \"CTD-3185P2.1\"       \n",
       "[12124] \"SNAPC5\"              \"RPL4\"                \"ZWILCH\"             \n",
       "[12127] \"LCTL\"                \"SMAD6\"               \"SMAD3\"              \n",
       "[12130] \"AAGAB\"               \"IQCH\"                \"IQCH-AS1\"           \n",
       "[12133] \"C15orf61\"            \"RP11-502I4.3\"        \"MAP2K5\"             \n",
       "[12136] \"PIAS1\"               \"CALML4\"              \"CLN6\"               \n",
       "[12139] \"RP11-315D16.4\"       \"FEM1B\"               \"CORO2B\"             \n",
       "[12142] \"ANP32A\"              \"SPESP1\"              \"GLCE\"               \n",
       "[12145] \"KIF23\"               \"RPLP1\"               \"RP11-253M7.4\"       \n",
       "[12148] \"RP11-279F6.1\"        \"RP11-279F6.3\"        \"TLE3\"               \n",
       "[12151] \"UACA\"                \"LARP6\"               \"LRRC49\"             \n",
       "[12154] \"THAP10\"              \"MYO9A\"               \"SENP8\"              \n",
       "[12157] \"PKM\"                 \"PARP6\"               \"RP11-106M3.3\"       \n",
       "[12160] \"CELF6\"               \"HEXA\"                \"HEXA-AS1\"           \n",
       "[12163] \"RP11-1007O24.3\"      \"RP11-1007O24.2\"      \"ARIH1\"              \n",
       "[12166] \"HIGD2B\"              \"BBS4\"                \"ADPGK\"              \n",
       "[12169] \"ADPGK-AS1\"           \"NEO1\"                \"NPTN\"               \n",
       "[12172] \"LOXL1-AS1\"           \"LOXL1\"               \"STOML1\"             \n",
       "[12175] \"PML\"                 \"SEMA7A\"              \"UBL7\"               \n",
       "[12178] \"UBL7-AS1\"            \"RP11-10O17.3\"        \"ARID3B\"             \n",
       "[12181] \"CLK3\"                \"CTD-3154N5.1\"        \"EDC3\"               \n",
       "[12184] \"CSK\"                 \"ULK3\"                \"SCAMP2\"             \n",
       "[12187] \"MPI\"                 \"FAM219B\"             \"COX5A\"              \n",
       "[12190] \"RPP25\"               \"SCAMP5\"              \"PPCDC\"              \n",
       "[12193] \"C15orf39\"            \"COMMD4\"              \"NEIL1\"              \n",
       "[12196] \"RP11-817O13.6\"       \"MAN2C1\"              \"RP11-817O13.8\"      \n",
       "[12199] \"SIN3A\"               \"PTPN9\"               \"SNUPN\"              \n",
       "[12202] \"CTD-2026K11.2\"       \"IMP3\"                \"SNX33\"              \n",
       "[12205] \"DNM1P35\"             \"UBE2Q2\"              \"FBXO22\"             \n",
       "[12208] \"NRG4\"                \"C15orf27\"            \"ETFA\"               \n",
       "[12211] \"ISL2\"                \"SCAPER\"              \"RCN2\"               \n",
       "[12214] \"PSTPIP1\"             \"RP11-797A18.4\"       \"TSPAN3\"             \n",
       "[12217] \"PEAK1\"               \"HMG20A\"              \"TBC1D2B\"            \n",
       "[12220] \"CIB2\"                \"IDH3A\"               \"RP11-285A1.1\"       \n",
       "[12223] \"ACSBG1\"              \"DNAJA4\"              \"WDR61\"              \n",
       "[12226] \"IREB2\"               \"HYKK\"                \"PSMA4\"              \n",
       "[12229] \"CHRNA5\"              \"MORF4L1\"             \"CTSH\"               \n",
       "[12232] \"RASGRF1\"             \"RP11-16K12.1\"        \"TMED3\"              \n",
       "[12235] \"RP11-358L4.1\"        \"MTHFS\"               \"ST20-MTHFS\"         \n",
       "[12238] \"ST20\"                \"BCL2A1\"              \"ZFAND6\"             \n",
       "[12241] \"FAH\"                 \"ABHD17C\"             \"RP11-351M8.1\"       \n",
       "[12244] \"MESDC2\"              \"MESDC1\"              \"C15orf26\"           \n",
       "[12247] \"IL16\"                \"STARD5\"              \"RP11-761I4.3\"       \n",
       "[12250] \"MEX3B\"               \"EFTUD1\"              \"FAM154B\"            \n",
       "[12253] \"RPS17\"               \"RPS17L\"              \"RP11-752G15.8\"      \n",
       "[12256] \"RP11-752G15.6\"       \"WHAMM\"               \"HOMER2\"             \n",
       "[12259] \"FAM103A1\"            \"C15orf40\"            \"BTBD1\"              \n",
       "[12262] \"TM6SF1\"              \"HDGFRP3\"             \"UBE2Q2L\"            \n",
       "[12265] \"GOLGA6L4\"            \"ZSCAN2\"              \"RP11-182J1.5\"       \n",
       "[12268] \"WDR73\"               \"NMB\"                 \"SEC11A\"             \n",
       "[12271] \"ZNF592\"              \"PDE8A\"               \"AKAP13\"             \n",
       "[12274] \"RP11-815J21.2\"       \"RP11-815J21.4\"       \"RP11-158M2.3\"       \n",
       "[12277] \"KLHL25\"              \"MRPL46\"              \"MRPS11\"             \n",
       "[12280] \"DET1\"                \"AEN\"                 \"ISG20\"              \n",
       "[12283] \"HAPLN3\"              \"MFGE8\"               \"RP11-326A19.3\"      \n",
       "[12286] \"ABHD2\"               \"FANCI\"               \"POLG\"               \n",
       "[12289] \"RP11-217B1.2\"        \"LINC00925\"           \"PEX11A\"             \n",
       "[12292] \"WDR93\"               \"MESP1\"               \"MESP2\"              \n",
       "[12295] \"ANPEP\"               \"AP3S2\"               \"C15orf38\"           \n",
       "[12298] \"ZNF710\"              \"RP11-617F23.1\"       \"IDH2\"               \n",
       "[12301] \"SEMA4B\"              \"CIB1\"                \"GDPGP1\"             \n",
       "[12304] \"NGRN\"                \"IQGAP1\"              \"CRTC3\"              \n",
       "[12307] \"RP11-387D10.2\"       \"BLM\"                 \"FURIN\"              \n",
       "[12310] \"FES\"                 \"MAN2A2\"              \"UNC45A\"             \n",
       "[12313] \"HDDC3\"               \"RCCD1\"               \"PRC1\"               \n",
       "[12316] \"PRC1-AS1\"            \"VPS33B\"              \"AC068831.10\"        \n",
       "[12319] \"RP11-661P17.1\"       \"RP11-692C24.1\"       \"SLCO3A1\"            \n",
       "[12322] \"RP11-152L20.3\"       \"FAM174B\"             \"CHD2\"               \n",
       "[12325] \"RP11-76E17.3\"        \"MCTP2\"               \"RP11-4F5.2\"         \n",
       "[12328] \"LINC00924\"           \"ARRDC4\"              \"RP11-35O15.1\"       \n",
       "[12331] \"IGF1R\"               \"SYNM\"                \"TTC23\"              \n",
       "[12334] \"LRRC28\"              \"MEF2A\"               \"LYSMD4\"             \n",
       "[12337] \"CTD-2054N24.2\"       \"ADAMTS17\"            \"SPATA41\"            \n",
       "[12340] \"RP11-526I2.5\"        \"LINS\"                \"ASB7\"               \n",
       "[12343] \"RP11-66B24.2\"        \"RP11-66B24.4\"        \"LRRK1\"              \n",
       "[12346] \"CHSY1\"               \"VIMP\"                \"SNRPA1\"             \n",
       "[12349] \"RP11-299G20.2\"       \"PCSK6\"               \"TM2D3\"              \n",
       "[12352] \"TARSL2\"              \"RP11-89K11.1\"        \"WASH4P\"             \n",
       "[12355] \"WASIR2\"              \"POLR3K\"              \"SNRNP25\"            \n",
       "[12358] \"MPG\"                 \"NPRL3\"               \"Z69720.2\"           \n",
       "[12361] \"HBA2\"                \"HBA1\"                \"HBQ1\"               \n",
       "[12364] \"LA16c-OS12.2\"        \"LUC7L\"               \"ITFG3\"              \n",
       "[12367] \"RGS11\"               \"AXIN1\"               \"MRPL28\"             \n",
       "[12370] \"TMEM8A\"              \"NME4\"                \"DECR2\"              \n",
       "[12373] \"RAB11FIP3\"           \"CAPN15\"              \"PIGQ\"               \n",
       "[12376] \"NHLRC4\"              \"RAB40C\"              \"WFIKKN1\"            \n",
       "[12379] \"C16orf13\"            \"FAM195A\"             \"AL022341.3\"         \n",
       "[12382] \"WDR90\"               \"RHOT2\"               \"RHBDL1\"             \n",
       "[12385] \"STUB1\"               \"JMJD8\"               \"WDR24\"              \n",
       "[12388] \"FBXL16\"              \"METRN\"               \"FAM173A\"            \n",
       "[12391] \"CCDC78\"              \"HAGHL\"               \"NARFL\"              \n",
       "[12394] \"MSLN\"                \"RPUSD1\"              \"CHTF18\"             \n",
       "[12397] \"LMF1\"                \"RP11-161M6.2\"        \"SOX8\"               \n",
       "[12400] \"RP11-161M6.3\"        \"CACNA1H\"             \"TPSAB1\"             \n",
       "[12403] \"UBE2I\"               \"LA16c-358B7.3\"       \"BAIAP3\"             \n",
       "[12406] \"TSR3\"                \"GNPTG\"               \"LA16c-316G12.2\"     \n",
       "[12409] \"UNKL\"                \"C16orf91\"            \"CCDC154\"            \n",
       "[12412] \"CLCN7\"               \"LA16c-390E6.5\"       \"LA16c-390E6.4\"      \n",
       "[12415] \"TELO2\"               \"IFT140\"              \"TMEM204\"            \n",
       "[12418] \"CRAMP1L\"             \"LA16c-431H6.6\"       \"HN1L\"               \n",
       "[12421] \"MAPK8IP3\"            \"LA16c-329F2.1\"       \"NME3\"               \n",
       "[12424] \"MRPS34\"              \"EME2\"                \"SPSB3\"              \n",
       "[12427] \"NUBP2\"               \"HAGH\"                \"FAHD1\"              \n",
       "[12430] \"MSRB1\"               \"NDUFB10\"             \"RPS2\"               \n",
       "[12433] \"SNHG9\"               \"TBL3\"                \"NOXO1\"              \n",
       "[12436] \"GFER\"                \"SYNGR3\"              \"ZNF598\"             \n",
       "[12439] \"NPW\"                 \"SLC9A3R2\"            \"NTHL1\"              \n",
       "[12442] \"TSC2\"                \"PKD1\"                \"RP11-304L19.5\"      \n",
       "[12445] \"TRAF7\"               \"MLST8\"               \"BRICD5\"             \n",
       "[12448] \"PGP\"                 \"E4F1\"                \"DNASE1L2\"           \n",
       "[12451] \"ECI1\"                \"RP11-304L19.11\"      \"RNPS1\"              \n",
       "[12454] \"AC009065.1\"          \"MIR940\"              \"ABCA3\"              \n",
       "[12457] \"CCNF\"                \"RP11-715J22.3\"       \"C16orf59\"           \n",
       "[12460] \"TBC1D24\"             \"ATP6V0C\"             \"AMDHD2\"             \n",
       "[12463] \"CEMP1\"               \"PDPK1\"               \"RP11-20I23.13\"      \n",
       "[12466] \"CTD-3126B10.1\"       \"KCTD5\"               \"PRSS27\"             \n",
       "[12469] \"SRRM2-AS1\"           \"SRRM2\"               \"TCEB2\"              \n",
       "[12472] \"PRSS33\"              \"PRSS21\"              \"ZG16B\"              \n",
       "[12475] \"PRSS22\"              \"LA16c-325D7.2\"       \"FLYWCH2\"            \n",
       "[12478] \"FLYWCH1\"             \"KREMEN2\"             \"PKMYT1\"             \n",
       "[12481] \"PAQR4\"               \"TNFRSF12A\"           \"HCFC1R1\"            \n",
       "[12484] \"THOC6\"               \"MMP25\"               \"RP11-473M20.7\"      \n",
       "[12487] \"IL32\"                \"RP11-473M20.9\"       \"ZNF205-AS1\"         \n",
       "[12490] \"ZNF205\"              \"RP11-473M20.14\"      \"ZNF213\"             \n",
       "[12493] \"CASP16\"              \"RP11-473M20.16\"      \"ZNF200\"             \n",
       "[12496] \"MEFV\"                \"ZNF263\"              \"TIGD7\"              \n",
       "[12499] \"ZNF75A\"              \"NAA60\"               \"ZSCAN32\"            \n",
       "[12502] \"ZNF174\"              \"ZNF597\"              \"NAA60-1\"            \n",
       "[12505] \"CLUAP1\"              \"SLX4\"                \"DNASE1\"             \n",
       "[12508] \"TRAP1\"               \"CREBBP\"              \"ADCY9\"              \n",
       "[12511] \"RP11-95P2.1\"         \"TFAP4\"               \"PAM16\"              \n",
       "[12514] \"CORO7\"               \"DNAJA3\"              \"NMRAL1\"             \n",
       "[12517] \"HMOX2\"               \"CDIP1\"               \"UBALD1\"             \n",
       "[12520] \"MGRN1\"               \"NUDT16L1\"            \"ANKS3\"              \n",
       "[12523] \"ZNF500\"              \"ROGDI\"               \"GLYR1\"              \n",
       "[12526] \"UBN1\"                \"PPL\"                 \"SEC14L5\"            \n",
       "[12529] \"NAGPA\"               \"ALG1\"                \"FAM86A\"             \n",
       "[12532] \"METTL22\"             \"ABAT\"                \"TMEM186\"            \n",
       "[12535] \"PMM2\"                \"RP11-77H9.2\"         \"CARHSP1\"            \n",
       "[12538] \"RP11-77H9.5\"         \"USP7\"                \"RP11-77H9.8\"        \n",
       "[12541] \"C16orf72\"            \"RP11-473I1.5\"        \"ATF7IP2\"            \n",
       "[12544] \"NUBP1\"               \"TVP23A\"              \"RP11-876N24.2\"      \n",
       "[12547] \"CIITA\"               \"DEXI\"                \"RP11-876N24.4\"      \n",
       "[12550] \"CLEC16A\"             \"RP11-66H6.3\"         \"RMI2\"               \n",
       "[12553] \"SOCS1\"               \"CTD-3088G3.8\"        \"LITAF\"              \n",
       "[12556] \"SNN\"                 \"TXNDC11\"             \"RP11-490O6.2\"       \n",
       "[12559] \"ZC3H7A\"              \"RSL1D1\"              \"RP11-166B2.8\"       \n",
       "[12562] \"GSPT1\"               \"RP11-166B2.5\"        \"RP11-166B2.1\"       \n",
       "[12565] \"TNFRSF17\"            \"SNX29\"               \"CTD-3037G24.4\"      \n",
       "[12568] \"CPPED1\"              \"CTD-2583P5.3\"        \"ERCC4\"              \n",
       "[12571] \"CTD-2135D7.5\"        \"MKL2\"                \"PARN\"               \n",
       "[12574] \"BFAR\"                \"NPIPA2\"              \"NOMO1\"              \n",
       "[12577] \"NPIPA1\"              \"PDXDC1\"              \"RP11-680G24.5\"      \n",
       "[12580] \"NTAN1\"               \"RRN3\"                \"NPIPA5\"             \n",
       "[12583] \"MPV17L\"              \"C16orf45\"            \"KIAA0430\"           \n",
       "[12586] \"NDE1\"                \"MYH11\"               \"AF001548.5\"         \n",
       "[12589] \"FOPNL\"               \"ABCC1\"               \"ABCC6\"              \n",
       "[12592] \"NOMO3\"               \"XYLT1\"               \"CTD-2576D5.4\"       \n",
       "[12595] \"NOMO2\"               \"RPS15A\"              \"ARL6IP1\"            \n",
       "[12598] \"SMG1\"                \"CTD-2288F12.1\"       \"COQ7\"               \n",
       "[12601] \"ITPRIPL2\"            \"SYT17\"               \"CTA-363E6.7\"        \n",
       "[12604] \"GDE1\"                \"CCP110\"              \"C16orf62\"           \n",
       "[12607] \"KNOP1\"               \"IQCK\"                \"GPRC5B\"             \n",
       "[12610] \"ACSM5\"               \"ACSM3\"               \"ACSM1\"              \n",
       "[12613] \"THUMPD1\"             \"ERI2\"                \"AC004381.6\"         \n",
       "[12616] \"DCUN1D3\"             \"LYRM1\"               \"CTC-508F8.1\"        \n",
       "[12619] \"TMEM159\"             \"CRYM\"                \"CRYM-AS1\"           \n",
       "[12622] \"NPIPB3\"              \"METTL9\"              \"IGSF6\"              \n",
       "[12625] \"OTOA\"                \"RP11-645C24.5\"       \"NPIPB4\"             \n",
       "[12628] \"UQCRC2\"              \"C16orf52\"            \"SDR42E2\"            \n",
       "[12631] \"EEF2K\"               \"POLR3E\"              \"CDR2\"               \n",
       "[12634] \"RP11-21M24.2\"        \"NPIPB5\"              \"USP31\"              \n",
       "[12637] \"COG7\"                \"CTD-2270L9.4\"        \"GGA2\"               \n",
       "[12640] \"EARS2\"               \"UBFD1\"               \"NDUFAB1\"            \n",
       "[12643] \"PALB2\"               \"DCTN5\"               \"CTD-2196E14.9\"      \n",
       "[12646] \"CTD-2196E14.4\"       \"PLK1\"                \"PRKCB\"              \n",
       "[12649] \"RBBP6\"               \"TNRC6A\"              \"ARHGAP17\"           \n",
       "[12652] \"RP11-266L9.5\"        \"RP11-449H11.1\"       \"LCMT1\"              \n",
       "[12655] \"RP11-266L9.2\"        \"ZKSCAN2\"             \"AC002331.1\"         \n",
       "[12658] \"KDM8\"                \"CTD-3203P2.1\"        \"NSMCE1\"             \n",
       "[12661] \"CTD-3203P2.2\"        \"IL4R\"                \"IL21R\"              \n",
       "[12664] \"IL21R-AS1\"           \"GTF3C1\"              \"KIAA0556\"           \n",
       "[12667] \"XPO6\"                \"RP11-57A19.2\"        \"SBK1\"               \n",
       "[12670] \"NPIPB6\"              \"EIF3CL\"              \"CLN3\"               \n",
       "[12673] \"CLN3-1\"              \"APOBR\"               \"IL27\"               \n",
       "[12676] \"CCDC101\"             \"SULT1A2\"             \"SULT1A1\"            \n",
       "[12679] \"EIF3C\"               \"RP11-1348G14.4\"      \"RP11-1348G14.5\"     \n",
       "[12682] \"ATXN2L\"              \"TUFM\"                \"SH2B1\"              \n",
       "[12685] \"RP11-22P6.2\"         \"ATP2A1\"              \"RP11-22P6.3\"        \n",
       "[12688] \"RABEP2\"              \"CD19\"                \"NFATC2IP\"           \n",
       "[12691] \"RP11-264B17.2\"       \"SPNS1\"               \"LAT\"                \n",
       "[12694] \"RP11-264B17.5\"       \"CTB-134H23.2\"        \"RP11-426C22.5\"      \n",
       "[12697] \"RP11-426C22.4\"       \"SNX29P2\"             \"NPIPB11\"            \n",
       "[12700] \"RP11-345J4.5\"        \"SLX1B\"               \"SULT1A4\"            \n",
       "[12703] \"SPN\"                 \"QPRT\"                \"C16orf54\"           \n",
       "[12706] \"AC009133.17\"         \"KIF22\"               \"MAZ\"                \n",
       "[12709] \"AC009133.15\"         \"AC009133.14\"         \"PRRT2\"              \n",
       "[12712] \"PAGR1\"               \"AC009133.12\"         \"MVP\"                \n",
       "[12715] \"CDIPT\"               \"CDIPT-AS1\"           \"KCTD13\"             \n",
       "[12718] \"CTD-2574D22.2\"       \"TMEM219\"             \"TAOK2\"              \n",
       "[12721] \"HIRIP3\"              \"INO80E\"              \"FAM57B\"             \n",
       "[12724] \"ALDOA\"               \"PPP4C\"               \"TBX6\"               \n",
       "[12727] \"YPEL3\"               \"RP11-455F5.3\"        \"GDPD3\"              \n",
       "[12730] \"MAPK3\"               \"CORO1A\"              \"RP11-455F5.5\"       \n",
       "[12733] \"BOLA2B\"              \"SLX1A\"               \"SULT1A3\"            \n",
       "[12736] \"RP11-347C12.3\"       \"RP11-347C12.1\"       \"CD2BP2\"             \n",
       "[12739] \"TBC1D10B\"            \"MYLPF\"               \"ZNF48\"              \n",
       "[12742] \"SEPT1\"               \"ZNF771\"              \"DCTPP1\"             \n",
       "[12745] \"SEPHS2\"              \"ITGAL\"               \"ZNF768\"             \n",
       "[12748] \"ZNF747\"              \"AC002310.12\"         \"ZNF764\"             \n",
       "[12751] \"ZNF688\"              \"AC002310.7\"          \"ZNF785\"             \n",
       "[12754] \"ZNF689\"              \"PRR14\"               \"FBRS\"               \n",
       "[12757] \"RP11-146F11.1\"       \"SRCAP\"               \"PHKG2\"              \n",
       "[12760] \"C16orf93\"            \"RNF40\"               \"ZNF629\"             \n",
       "[12763] \"BCL7C\"               \"MIR4519\"             \"CTF1\"               \n",
       "[12766] \"FBXL19-AS1\"          \"FBXL19\"              \"ORAI3\"              \n",
       "[12769] \"SETD1A\"              \"HSD3B7\"              \"STX1B\"              \n",
       "[12772] \"STX4\"                \"RP11-196G11.2\"       \"ZNF668\"             \n",
       "[12775] \"ZNF646\"              \"PRSS53\"              \"VKORC1\"             \n",
       "[12778] \"BCKDK\"               \"KAT8\"                \"PRSS36\"             \n",
       "[12781] \"FUS\"                 \"RP11-388M20.6\"       \"RP11-388M20.1\"      \n",
       "[12784] \"PYCARD\"              \"C16orf98\"            \"ITGAM\"              \n",
       "[12787] \"ITGAX\"               \"RP11-452L6.1\"        \"RP11-452L6.5\"       \n",
       "[12790] \"ARMC5\"               \"TGFB1I1\"             \"SLC5A2\"             \n",
       "[12793] \"AC026471.6\"          \"C16orf58\"            \"RP11-452L6.7\"       \n",
       "[12796] \"ZNF720\"              \"ZNF267\"              \"TP53TG3D\"           \n",
       "[12799] \"SHCBP1\"              \"RP11-46D6.1\"         \"VPS35\"              \n",
       "[12802] \"ORC6\"                \"C16orf87\"            \"GPT2\"               \n",
       "[12805] \"DNAJA2\"              \"RP11-169E6.1\"        \"NETO2\"              \n",
       "[12808] \"ITFG1\"               \"RP11-474B12.1\"       \"PHKB\"               \n",
       "[12811] \"LONP2\"               \"SIAH1\"               \"N4BP1\"              \n",
       "[12814] \"RP11-42I10.1\"        \"CTC-527H23.3\"        \"CNEP1R1\"            \n",
       "[12817] \"HEATR3\"              \"PAPD5\"               \"ADCY7\"              \n",
       "[12820] \"BRD7\"                \"NKD1\"                \"RP11-401P9.4\"       \n",
       "[12823] \"RP11-401P9.5\"        \"SNX20\"               \"NOD2\"               \n",
       "[12826] \"RP11-327F22.2\"       \"RP11-327F22.1\"       \"CYLD\"               \n",
       "[12829] \"CHD9\"                \"RP11-44F14.2\"        \"RP11-44F14.8\"       \n",
       "[12832] \"RBL2\"                \"AKTIP\"               \"RPGRIP1L\"           \n",
       "[12835] \"FTO\"                 \"IRX3\"                \"CRNDE\"              \n",
       "[12838] \"LPCAT2\"              \"RP11-212I21.4\"       \"CES1\"               \n",
       "[12841] \"GNAO1\"               \"AMFR\"                \"RP11-413H22.2\"      \n",
       "[12844] \"NUDT21\"              \"OGFOD1\"              \"BBS2\"               \n",
       "[12847] \"MT3\"                 \"MT2A\"                \"RP11-249C24.10\"     \n",
       "[12850] \"MT1E\"                \"MT1M\"                \"MT1F\"               \n",
       "[12853] \"MT1G\"                \"MT1X\"                \"NUP93\"              \n",
       "[12856] \"SLC12A3\"             \"HERPUD1\"             \"CETP\"               \n",
       "[12859] \"NLRC5\"               \"CPNE2\"               \"FAM192A\"            \n",
       "[12862] \"RSPRY1\"              \"ARL2BP\"              \"RP11-407G23.3\"      \n",
       "[12865] \"PLLP\"                \"CIAPIN1\"             \"COQ9\"               \n",
       "[12868] \"POLR2C\"              \"DOK4\"                \"CCDC102A\"           \n",
       "[12871] \"GPR114\"              \"GPR56\"               \"GPR97\"              \n",
       "[12874] \"CCDC135\"             \"KATNB1\"              \"KIFC3\"              \n",
       "[12877] \"TEPP\"                \"ZNF319\"              \"USB1\"               \n",
       "[12880] \"MMP15\"               \"C16orf80\"            \"CSNK2A2\"            \n",
       "[12883] \"CCDC113\"             \"GINS3\"               \"NDRG4\"              \n",
       "[12886] \"SETD6\"               \"CNOT1\"               \"SLC38A7\"            \n",
       "[12889] \"GOT2\"                \"LINC00920\"           \"AC132186.1\"         \n",
       "[12892] \"TK2\"                 \"RP11-403P17.3\"       \"Y_RNA-1\"            \n",
       "[12895] \"CKLF\"                \"CMTM1\"               \"CMTM2\"              \n",
       "[12898] \"CMTM3\"               \"CMTM4\"               \"DYNC1LI2\"           \n",
       "[12901] \"RP11-63M22.2\"        \"NAE1\"                \"RP11-61A14.1\"       \n",
       "[12904] \"PDP2\"                \"RP11-61A14.3\"        \"RRAD\"               \n",
       "[12907] \"FAM96B\"              \"CES2\"                \"CES4A\"              \n",
       "[12910] \"CBFB\"                \"C16orf70\"            \"B3GNT9\"             \n",
       "[12913] \"TRADD\"               \"FBXL8\"               \"HSF4\"               \n",
       "[12916] \"NOL3\"                \"KIAA0895L\"           \"EXOC3L1\"            \n",
       "[12919] \"E2F4\"                \"ELMO3\"               \"LRRC29\"             \n",
       "[12922] \"TMEM208\"             \"FHOD1\"               \"SLC9A5\"             \n",
       "[12925] \"PLEKHG4\"             \"KCTD19\"              \"LRRC36\"             \n",
       "[12928] \"TPPP3\"               \"ZDHHC1\"              \"ATP6V0D1\"           \n",
       "[12931] \"AGRP\"                \"FAM65A\"              \"CTD-2012K14.3\"      \n",
       "[12934] \"CTD-2012K14.6\"       \"CTD-2012K14.7\"       \"CTCF\"               \n",
       "[12937] \"RLTPR\"               \"ACD\"                 \"PARD6A\"             \n",
       "[12940] \"ENKD1\"               \"C16orf86\"            \"GFOD2\"              \n",
       "[12943] \"RANBP10\"             \"TSNAXIP1\"            \"CENPT\"              \n",
       "[12946] \"THAP11\"              \"NUTF2\"               \"EDC4\"               \n",
       "[12949] \"CTC-479C5.10\"        \"NRN1L\"               \"PSKH1\"              \n",
       "[12952] \"CTRL\"                \"CTC-479C5.12\"        \"PSMB10\"             \n",
       "[12955] \"LCAT\"                \"SLC12A4\"             \"DPEP3\"              \n",
       "[12958] \"DPEP2\"               \"DUS2\"                \"DDX28\"              \n",
       "[12961] \"NFATC3\"              \"RP11-96D1.11\"        \"ESRP2\"              \n",
       "[12964] \"PLA2G15\"             \"SLC7A6\"              \"SLC7A6OS\"           \n",
       "[12967] \"PRMT7\"               \"SMPD3\"               \"ZFP90\"              \n",
       "[12970] \"CDH1\"                \"TANGO6\"              \"RP11-521L9.1\"       \n",
       "[12973] \"HAS3\"                \"CHTF8\"               \"CIRH1A\"             \n",
       "[12976] \"SNTB2\"               \"VPS4A\"               \"COG8\"               \n",
       "[12979] \"NIP7\"                \"TMED6\"               \"TERF2\"              \n",
       "[12982] \"CYB5B\"               \"NFAT5\"               \"NQO1\"               \n",
       "[12985] \"CTD-2033A16.1\"       \"CTD-2033A16.3\"       \"NOB1\"               \n",
       "[12988] \"WWP2\"                \"PDPR\"                \"EXOSC6\"             \n",
       "[12991] \"AARS\"                \"DDX19B\"              \"DDX19A\"             \n",
       "[12994] \"ST3GAL2\"             \"FUK\"                 \"COG4\"               \n",
       "[12997] \"SF3B3\"               \"RP11-49C24.1\"        \"MTSS1L\"             \n",
       "[13000] \"VAC14\"               \"CMTR2\"               \"ZNF23\"              \n",
       "[13003] \"AC010547.9\"          \"ZNF19\"               \"RP11-432I5.1\"       \n",
       "[13006] \"MARVELD3\"            \"PHLPP2\"              \"AP1G1\"              \n",
       "[13009] \"ATXN1L\"              \"IST1\"                \"ZNF821\"             \n",
       "[13012] \"RP11-498D10.5\"       \"RP11-498D10.6\"       \"DHODH\"              \n",
       "[13015] \"TXNL4B\"              \"HP\"                  \"DHX38\"              \n",
       "[13018] \"PMFBP1\"              \"AC004158.2\"          \"ZFHX3\"              \n",
       "[13021] \"RP5-991G20.4\"        \"RP11-346C20.3\"       \"AC009120.10\"        \n",
       "[13024] \"PSMD7\"               \"AC009120.6\"          \"RP11-252A24.3\"      \n",
       "[13027] \"NPIPB15\"             \"RP11-252A24.7\"       \"GLG1\"               \n",
       "[13030] \"RFWD3\"               \"MLKL\"                \"FA2H\"               \n",
       "[13033] \"WDR59\"               \"ZNRF1\"               \"RP11-252E2.1\"       \n",
       "[13036] \"LDHD\"                \"ZFP1\"                \"CFDP1\"              \n",
       "[13039] \"RP11-77K12.1\"        \"TMEM170A\"            \"TMEM231\"            \n",
       "[13042] \"GABARAPL2\"           \"ADAT1\"               \"KARS\"               \n",
       "[13045] \"TERF2IP\"             \"MON1B\"               \"SYCE1L\"             \n",
       "[13048] \"NUDT7\"               \"RP11-264M12.2\"       \"WWOX\"               \n",
       "[13051] \"RP11-264L1.4\"        \"MAF\"                 \"RP11-345M22.2\"      \n",
       "[13054] \"DYNLRB2\"             \"CDYL2\"               \"RP11-314O13.1\"      \n",
       "[13057] \"CMC2\"                \"CENPN\"               \"ATMIN\"              \n",
       "[13060] \"C16orf46\"            \"RP11-303E16.5\"       \"RP11-303E16.6\"      \n",
       "[13063] \"RP11-303E16.7\"       \"GCSH\"                \"RP11-55K13.1\"       \n",
       "[13066] \"GAN\"                 \"CMIP\"                \"RP11-960L18.1\"      \n",
       "[13069] \"PLCG2\"               \"7SK-1\"               \"SDR42E1\"            \n",
       "[13072] \"RP11-510J16.5\"       \"MPHOSPH6\"            \"RP11-483P21.2\"      \n",
       "[13075] \"HSBP1\"               \"MLYCD\"               \"RP11-505K9.4\"       \n",
       "[13078] \"OSGIN1\"              \"NECAB2\"              \"MBTPS1\"             \n",
       "[13081] \"RP11-505K9.1\"        \"HSDL1\"               \"DNAAF1\"             \n",
       "[13084] \"TAF1C\"               \"RP11-486L19.2\"       \"TLDC1\"              \n",
       "[13087] \"COTL1\"               \"RP11-61F12.1\"        \"KLHL36\"             \n",
       "[13090] \"USP10\"               \"CRISPLD2\"            \"ZDHHC7\"             \n",
       "[13093] \"KIAA0513\"            \"CTD-2542L18.1\"       \"GSE1\"               \n",
       "[13096] \"GINS2\"               \"C16orf74\"            \"EMC8\"               \n",
       "[13099] \"COX4I1\"              \"IRF8\"                \"RP11-542M13.3\"      \n",
       "[13102] \"RP11-542M13.2\"       \"RP11-805I24.1\"       \"RP11-463O9.9\"       \n",
       "[13105] \"MTHFSD\"              \"C16orf95\"            \"RP11-178L8.7\"       \n",
       "[13108] \"FBXO31\"              \"MAP1LC3B\"            \"ZCCHC14\"            \n",
       "[13111] \"AC010536.1\"          \"KLHDC4\"              \"FLJ00104\"           \n",
       "[13114] \"RP4-536B24.3\"        \"SLC7A5\"              \"BANP\"               \n",
       "[13117] \"RP11-863P13.3\"       \"RP11-863P13.2\"       \"LA16c-444G7.2\"      \n",
       "[13120] \"ZNF469\"              \"ZFPM1\"               \"ZC3H18\"             \n",
       "[13123] \"CYBA\"                \"MVD\"                 \"SNAI3-AS1\"          \n",
       "[13126] \"SNAI3\"               \"RNF166\"              \"CTU2\"               \n",
       "[13129] \"PIEZO1\"              \"RP5-1142A6.9\"        \"RP5-1142A6.2\"       \n",
       "[13132] \"RP5-1142A6.8\"        \"CDT1\"                \"APRT\"               \n",
       "[13135] \"GALNS\"               \"TRAPPC2L\"            \"CBFA2T3\"            \n",
       "[13138] \"RP11-830F9.6\"        \"CTD-2555A7.2\"        \"ACSF3\"              \n",
       "[13141] \"CTD-2555A7.3\"        \"LINC00304\"           \"RP11-46C24.7\"       \n",
       "[13144] \"ZNF778\"              \"ANKRD11\"             \"AC137932.1\"         \n",
       "[13147] \"AC137932.6\"          \"SPG7\"                \"RP11-104N10.1\"      \n",
       "[13150] \"RPL13\"               \"CPNE7\"               \"CHMP1A\"             \n",
       "[13153] \"SPATA33\"             \"CDK10\"               \"RP11-368I7.4\"       \n",
       "[13156] \"SPATA2L\"             \"VPS9D1\"              \"VPS9D1-AS1\"         \n",
       "[13159] \"ZNF276\"              \"FANCA\"               \"SPIRE2\"             \n",
       "[13162] \"TCF25\"               \"MC1R\"                \"DEF8\"               \n",
       "[13165] \"CENPBD1\"             \"DBNDD1\"              \"GAS8\"               \n",
       "[13168] \"RP11-356C4.3\"        \"AC137934.1\"          \"RPH3AL\"             \n",
       "[13171] \"AC108004.3\"          \"C17orf97\"            \"FAM101B\"            \n",
       "[13174] \"VPS53\"               \"FAM57A\"              \"GEMIN4\"             \n",
       "[13177] \"GLOD4\"               \"RP11-676J12.4\"       \"RNMTL1\"             \n",
       "[13180] \"NXN\"                 \"TIMM22\"              \"ABR\"                \n",
       "[13183] \"YWHAE\"               \"CRK\"                 \"MYO1C\"              \n",
       "[13186] \"INPP5K\"              \"PITPNA-AS1\"          \"PITPNA\"             \n",
       "[13189] \"SLC43A2\"             \"SCARF1\"              \"RILP\"               \n",
       "[13192] \"PRPF8\"               \"MIR22HG\"             \"WDR81\"              \n",
       "[13195] \"SERPINF2\"            \"SERPINF1\"            \"SMYD4\"              \n",
       "[13198] \"RPA1\"                \"DPH1\"                \"RP11-667K14.4\"      \n",
       "[13201] \"RP11-667K14.3\"       \"HIC1\"                \"SMG6\"               \n",
       "[13204] \"SRR\"                 \"TSR1\"                \"SGSM2\"              \n",
       "[13207] \"MNT\"                 \"METTL16\"             \"PAFAH1B1\"           \n",
       "[13210] \"CLUH\"                \"RP11-74E22.3\"        \"RAP1GAP2\"           \n",
       "[13213] \"CTD-3060P21.1\"       \"SPATA22\"             \"TRPV3\"              \n",
       "[13216] \"SHPK\"                \"SHPK-1\"              \"CTNS\"               \n",
       "[13219] \"TAX1BP3\"             \"P2RX5-TAX1BP3\"       \"EMC6\"               \n",
       "[13222] \"P2RX5\"               \"ITGAE\"               \"GSG2\"               \n",
       "[13225] \"CTD-3195I5.5\"        \"CTD-3195I5.1\"        \"C17orf85\"           \n",
       "[13228] \"CAMKK1\"              \"P2RX1\"               \"ATP2A3\"             \n",
       "[13231] \"ZZEF1\"               \"CYB5D2\"              \"ANKFY1\"             \n",
       "[13234] \"UBE2G1\"              \"SPNS3\"               \"RP13-580F15.2\"      \n",
       "[13237] \"MYBBP1A\"             \"ALOX15\"              \"PELP1\"              \n",
       "[13240] \"RP11-314A20.2\"       \"ARRB2\"               \"MED11\"              \n",
       "[13243] \"CXCL16\"              \"ZMYND15\"             \"VMO1\"               \n",
       "[13246] \"PSMB6\"               \"RP11-81A22.5\"        \"PLD2\"               \n",
       "[13249] \"MINK1\"               \"CHRNE\"               \"C17orf107\"          \n",
       "[13252] \"GP1BA\"               \"SLC25A11\"            \"RNF167\"             \n",
       "[13255] \"PFN1\"                \"ENO3\"                \"SPAG7\"              \n",
       "[13258] \"CAMTA2\"              \"RP5-1050D4.3\"        \"RP5-1050D4.4\"       \n",
       "[13261] \"RP5-1050D4.5\"        \"INCA1\"               \"KIF1C\"              \n",
       "[13264] \"AC109333.10\"         \"ZFP3\"                \"ZNF232\"             \n",
       "[13267] \"ZNF594\"              \"RP11-333E1.1\"        \"SCIMP\"              \n",
       "[13270] \"RABEP1\"              \"NUP88\"               \"RP11-420A6.2\"       \n",
       "[13273] \"RPAIN\"               \"CTC-524C5.2\"         \"C1QBP\"              \n",
       "[13276] \"DHX33\"               \"DERL2\"               \"MIS12\"              \n",
       "[13279] \"NLRP1\"               \"FAM64A\"              \"PITPNM3\"            \n",
       "[13282] \"KIAA0753\"            \"TXNDC17\"             \"MED31\"              \n",
       "[13285] \"C17orf100\"           \"XAF1\"                \"AC027763.2\"         \n",
       "[13288] \"RP11-589P10.5\"       \"ALOX12\"              \"RNASEK\"             \n",
       "[13291] \"AC040977.1\"          \"RNASEK-C17orf49\"     \"C17orf49\"           \n",
       "[13294] \"MIR497HG\"            \"SLC16A13\"            \"SLC16A11\"           \n",
       "[13297] \"CLEC10A\"             \"ASGR2\"               \"ASGR1\"              \n",
       "[13300] \"DLG4\"                \"ACADVL\"              \"DVL2\"               \n",
       "[13303] \"PHF23\"               \"GABARAP\"             \"CTDNEP1\"            \n",
       "[13306] \"ELP5\"                \"CLDN7\"               \"EIF5A\"              \n",
       "[13309] \"GPS2\"                \"RP11-542C16.2\"       \"NEURL4\"             \n",
       "[13312] \"ACAP1\"               \"KCTD11\"              \"TNK1\"               \n",
       "[13315] \"TMEM256-PLSCR3\"      \"TMEM256\"             \"NLGN2\"              \n",
       "[13318] \"TMEM102\"             \"FGF11\"               \"CHRNB1\"             \n",
       "[13321] \"ZBTB4\"               \"POLR2A\"              \"TNFSF12\"            \n",
       "[13324] \"TNFSF13\"             \"SENP3\"               \"EIF4A1\"             \n",
       "[13327] \"CD68\"                \"AC113189.5\"          \"MPDU1\"              \n",
       "[13330] \"SOX15\"               \"FXR2\"                \"SAT2\"               \n",
       "[13333] \"TP53\"                \"WRAP53\"              \"DNAH2\"              \n",
       "[13336] \"KDM6B\"               \"TMEM88\"              \"LSMD1\"              \n",
       "[13339] \"CYB5D1\"              \"CHD3\"                \"AC025335.1\"         \n",
       "[13342] \"KCNAB3\"              \"TRAPPC1\"             \"CNTROB\"             \n",
       "[13345] \"GUCY2D\"              \"ALOX15B\"             \"ALOX12B\"            \n",
       "[13348] \"AC129492.6\"          \"ALOXE3\"              \"PER1\"               \n",
       "[13351] \"VAMP2\"               \"TMEM107\"             \"RP11-599B13.7\"      \n",
       "[13354] \"C17orf59\"            \"AURKB\"               \"LINC00324\"          \n",
       "[13357] \"RP11-849F2.8\"        \"CTC1\"                \"PFAS\"               \n",
       "[13360] \"RP11-849F2.9\"        \"SLC25A35\"            \"RANGRF\"             \n",
       "[13363] \"AC135178.1\"          \"KRBA2\"               \"RPL26\"              \n",
       "[13366] \"RNF222\"              \"NDEL1\"               \"MYH10\"              \n",
       "[13369] \"CCDC42\"              \"PIK3R6\"              \"PIK3R5\"             \n",
       "[13372] \"CTB-41I6.1\"          \"CTB-41I6.2\"          \"STX8\"               \n",
       "[13375] \"RCVRN\"               \"GAS7\"                \"AC000003.2\"         \n",
       "[13378] \"MYH3\"                \"CTC-297N7.8\"         \"SCO1\"               \n",
       "[13381] \"ADPRM\"               \"TMEM220\"             \"CTC-297N7.5\"        \n",
       "[13384] \"RP11-1096G20.5\"      \"ZNF18\"               \"MAP2K4\"             \n",
       "[13387] \"ARHGAP44\"            \"ELAC2\"               \"RP11-131K5.1\"       \n",
       "[13390] \"COX10\"               \"AC005224.2\"          \"HS3ST3B1\"           \n",
       "[13393] \"RP11-214O1.2\"        \"RP11-214O1.3\"        \"PMP22\"              \n",
       "[13396] \"CDRT4\"               \"TVP23C\"              \"RP11-385D13.3\"      \n",
       "[13399] \"TRIM16\"              \"ZNF286A\"             \"AC015922.6\"         \n",
       "[13402] \"ADORA2B\"             \"ZSWIM7\"              \"TTC19\"              \n",
       "[13405] \"NCOR1\"               \"PIGL\"                \"CENPV\"              \n",
       "[13408] \"UBB\"                 \"RP11-138I1.4\"        \"RP11-138I1.2\"       \n",
       "[13411] \"TRPV2\"               \"FAM211A\"             \"ZNF287\"             \n",
       "[13414] \"ZNF624\"              \"CCDC144A\"            \"TNFRSF13B\"          \n",
       "[13417] \"AC104024.1\"          \"MPRIP\"               \"MPRIP-AS1\"          \n",
       "[13420] \"PLD6\"                \"FLCN\"                \"RP11-45M22.5\"       \n",
       "[13423] \"COPS3\"               \"NT5M\"                \"MED9\"               \n",
       "[13426] \"RASD1\"               \"PEMT\"                \"RAI1\"               \n",
       "[13429] \"SMCR5\"               \"SREBF1\"              \"TOM1L2\"             \n",
       "[13432] \"LRRC48\"              \"ATPAF2\"              \"GID4\"               \n",
       "[13435] \"DRG2\"                \"MYO15A\"              \"RP11-258F1.1\"       \n",
       "[13438] \"ALKBH5\"              \"LLGL1\"               \"FLII\"               \n",
       "[13441] \"MIEF2\"               \"TOP3A\"               \"SMCR8\"              \n",
       "[13444] \"RP1-178F10.3\"        \"SHMT1\"               \"RP1-37N7.3\"         \n",
       "[13447] \"LGALS9C\"             \"FAM106A\"             \"ZNF286B\"            \n",
       "[13450] \"TRIM16L\"             \"TVP23B\"              \"PRPSAP2\"            \n",
       "[13453] \"SLC5A10\"             \"FAM83G\"              \"GRAP\"               \n",
       "[13456] \"SNORD3B-1\"           \"SNORD3B-2\"           \"SNORD3D\"            \n",
       "[13459] \"SNORD3A\"             \"EPN2\"                \"B9D1\"               \n",
       "[13462] \"MAPK7\"               \"MFAP4\"               \"SLC47A1\"            \n",
       "[13465] \"ALDH3A2\"             \"ULK2\"                \"RP11-78O7.2\"        \n",
       "[13468] \"AKAP10\"              \"RP11-209D14.2\"       \"SPECC1\"             \n",
       "[13471] \"LGALS9B\"             \"CCDC144NL\"           \"RP11-344E13.3\"      \n",
       "[13474] \"RP11-381P6.1\"        \"USP22\"               \"RP11-746M1.1\"       \n",
       "[13477] \"DHRS7B\"              \"TMEM11\"              \"AC087294.2\"         \n",
       "[13480] \"C17orf103\"           \"MAP2K3\"              \"C17orf51\"           \n",
       "[13483] \"UBBP4\"               \"WSB1\"                \"RP11-173M1.8\"       \n",
       "[13486] \"RP11-173M1.4\"        \"KSR1\"                \"LGALS9\"             \n",
       "[13489] \"RP11-138P22.1\"       \"LYRM9\"               \"NLK\"                \n",
       "[13492] \"TMEM97\"              \"IFT20\"               \"TNFAIP1\"            \n",
       "[13495] \"POLDIP2\"             \"TMEM199\"             \"CTB-96E2.7\"         \n",
       "[13498] \"SARM1\"               \"SLC46A1\"             \"CTD-2350C19.1\"      \n",
       "[13501] \"CTD-2350C19.2\"       \"RP11-192H23.4\"       \"UNC119\"             \n",
       "[13504] \"PIGS\"                \"ALDOC\"               \"RP11-192H23.5\"      \n",
       "[13507] \"SPAG5\"               \"RP11-192H23.6\"       \"KIAA0100\"           \n",
       "[13510] \"RP11-192H23.7\"       \"SDF2\"                \"SUPT6H\"             \n",
       "[13513] \"PROCA1\"              \"RAB34\"               \"RPL23A\"             \n",
       "[13516] \"AC010761.8\"          \"TLCD1\"               \"NEK8\"               \n",
       "[13519] \"TRAF4\"               \"FAM222B\"             \"ERAL1\"              \n",
       "[13522] \"FLOT2\"               \"RP11-20B24.4\"        \"DHRS13\"             \n",
       "[13525] \"PHF12\"               \"RP11-20B24.5\"        \"PIPOX\"              \n",
       "[13528] \"SEZ6\"                \"MYO18A\"              \"TIAF1\"              \n",
       "[13531] \"NUFIP2\"              \"MIR4523\"             \"TAOK1\"              \n",
       "[13534] \"ABHD15\"              \"RP11-68I3.2\"         \"TP53I13\"            \n",
       "[13537] \"GIT1\"                \"ANKRD13B\"            \"CORO6\"              \n",
       "[13540] \"SSH2\"                \"RP11-82O19.1\"        \"EFCAB5\"             \n",
       "[13543] \"NSRP1\"               \"RP11-354P11.3\"       \"RP11-354P11.8\"      \n",
       "[13546] \"SLC6A4\"              \"RP11-354P11.2\"       \"BLMH\"               \n",
       "[13549] \"CPD\"                 \"GOSR1\"               \"CRLF3\"              \n",
       "[13552] \"CTD-2349P21.9\"       \"ATAD5\"               \"RP13-753N3.1\"       \n",
       "[13555] \"TEFM\"                \"ADAP2\"               \"RP11-848P1.3\"       \n",
       "[13558] \"RNF135\"              \"RP11-848P1.5\"        \"NF1\"                \n",
       "[13561] \"OMG\"                 \"EVI2B\"               \"EVI2A\"              \n",
       "[13564] \"RAB11FIP4\"           \"COPRS\"               \"UTP6\"               \n",
       "[13567] \"SUZ12\"               \"LRRC37B\"             \"AC090616.2\"         \n",
       "[13570] \"RHOT1\"               \"C17orf75\"            \"ZNF207\"             \n",
       "[13573] \"RP11-227G15.8\"       \"PSMD11\"              \"CDK5R1\"             \n",
       "[13576] \"MYO1D\"               \"RP11-466A19.1\"       \"AC084809.2\"         \n",
       "[13579] \"TMEM98\"              \"CCL2\"                \"CCL8\"               \n",
       "[13582] \"TMEM132E\"            \"CCT6B\"               \"ZNF830\"             \n",
       "[13585] \"LIG3\"                \"RFFL\"                \"RAD51D\"             \n",
       "[13588] \"NLE1\"                \"UNC45B\"              \"RP11-799D4.4\"       \n",
       "[13591] \"SLFN5\"               \"RP11-47L3.1\"         \"SLFN11\"             \n",
       "[13594] \"RP11-686D22.5\"       \"RP11-686D22.4\"       \"SLFN12\"             \n",
       "[13597] \"SLFN13\"              \"SLFN12L\"             \"SLFN14\"             \n",
       "[13600] \"RP11-1094M14.12\"     \"RP11-1094M14.11\"     \"PEX12\"              \n",
       "[13603] \"AP2B1\"               \"CTC-507E2.1\"         \"MMP28\"              \n",
       "[13606] \"C17orf50\"            \"TAF15\"               \"AC015849.19\"        \n",
       "[13609] \"C17orf66\"            \"AC015849.2\"          \"CCL5\"               \n",
       "[13612] \"RDM1\"                \"CCL23\"               \"AC069363.1\"         \n",
       "[13615] \"CCL3\"                \"CCL4\"                \"CTB-91J4.1\"         \n",
       "[13618] \"AC131056.3\"          \"CCL3L3\"              \"CCL4L1\"             \n",
       "[13621] \"CCL3L1\"              \"CCL4L2\"              \"ZNHIT3\"             \n",
       "[13624] \"MYO19\"               \"PIGW\"                \"GGNBP2\"             \n",
       "[13627] \"DHRS11\"              \"MRM1\"                \"CTB-75G16.3\"        \n",
       "[13630] \"AATF\"                \"ACACA\"               \"TADA2A\"             \n",
       "[13633] \"DUSP14\"              \"SYNRG\"               \"DDX52\"              \n",
       "[13636] \"RP11-1407O15.2\"      \"MRPL45\"              \"SOCS7\"              \n",
       "[13639] \"C17orf96\"            \"CTB-58E17.1\"         \"CTB-58E17.3\"        \n",
       "[13642] \"MLLT6\"               \"AC006449.1\"          \"CISD3\"              \n",
       "[13645] \"PCGF2\"               \"PSMB3\"               \"PIP4K2B\"            \n",
       "[13648] \"CWC25\"               \"RPL23\"               \"LASP1\"              \n",
       "[13651] \"RP1-56K13.3\"         \"LINC00672\"           \"PLXDC1\"             \n",
       "[13654] \"CACNB1\"              \"RPL19\"               \"RP11-690G19.3\"      \n",
       "[13657] \"FBXL20\"              \"CTB-131K11.1\"        \"MED1\"               \n",
       "[13660] \"CDK12\"               \"NEUROD2\"             \"STARD3\"             \n",
       "[13663] \"TCAP\"                \"PNMT\"                \"PGAP3\"              \n",
       "[13666] \"ERBB2\"               \"MIEN1\"               \"RP11-94L15.2\"       \n",
       "[13669] \"IKZF3\"               \"GSDMB\"               \"ORMDL3\"             \n",
       "[13672] \"GSDMA\"               \"PSMD3\"               \"MED24\"              \n",
       "[13675] \"THRA\"                \"NR1D1\"               \"MSL1\"               \n",
       "[13678] \"CASC3\"               \"RAPGEFL1\"            \"WIPF2\"              \n",
       "[13681] \"CDC6\"                \"RARA\"                \"CTD-2267D19.2\"      \n",
       "[13684] \"TOP2A\"               \"IGFBP4\"              \"TNS4\"               \n",
       "[13687] \"RP5-1028K7.2\"        \"CCR7\"                \"SMARCE1\"            \n",
       "[13690] \"KRT10\"               \"TMEM99\"              \"KRT23\"              \n",
       "[13693] \"KRTAP16-1\"           \"JUP\"                 \"EIF1\"               \n",
       "[13696] \"LEPREL4\"             \"NT5C3B\"              \"KLHL10\"             \n",
       "[13699] \"KLHL11\"              \"ACLY\"                \"CNP\"                \n",
       "[13702] \"DNAJC7\"              \"NKIRAS2\"             \"ZNF385C\"            \n",
       "[13705] \"DHX58\"               \"KAT2A\"               \"HSPB9\"              \n",
       "[13708] \"RAB5C\"               \"HCRT\"                \"GHDC\"               \n",
       "[13711] \"STAT5B\"              \"RP11-358B23.5\"       \"STAT5A\"             \n",
       "[13714] \"STAT3\"               \"PTRF\"                \"ATP6V0A1\"           \n",
       "[13717] \"NAGLU\"               \"HSD17B1\"             \"RP11-400F19.6\"      \n",
       "[13720] \"COASY\"               \"MLX\"                 \"PSMC3IP\"            \n",
       "[13723] \"FAM134C\"             \"TUBG1\"               \"TUBG2\"              \n",
       "[13726] \"PLEKHH3\"             \"CCR10\"               \"CTD-3193K9.4\"       \n",
       "[13729] \"CNTNAP1\"             \"EZH1\"                \"RAMP2-AS1\"          \n",
       "[13732] \"VPS25\"               \"COA3\"                \"CNTD1\"              \n",
       "[13735] \"BECN1\"               \"PSME3\"               \"AOC2\"               \n",
       "[13738] \"LINC00671\"           \"AARSD1\"              \"PTGES3L\"            \n",
       "[13741] \"RUNDC1\"              \"RPL27\"               \"IFI35\"              \n",
       "[13744] \"VAT1\"                \"RND2\"                \"BRCA1\"              \n",
       "[13747] \"RP11-242D8.1\"        \"NBR1\"                \"TMEM106A\"           \n",
       "[13750] \"LINC00910\"           \"ARL4D\"               \"DHX8\"               \n",
       "[13753] \"MEOX1\"               \"DUSP3\"               \"MPP2\"               \n",
       "[13756] \"RP11-527L4.5\"        \"RP11-527L4.2\"        \"NAGS\"               \n",
       "[13759] \"TMEM101\"             \"LSM12\"               \"G6PC3\"              \n",
       "[13762] \"HDAC5\"               \"C17orf53\"            \"ASB16-AS1\"          \n",
       "[13765] \"TMUB2\"               \"ATXN7L3\"             \"UBTF\"               \n",
       "[13768] \"RP5-882C2.2\"         \"SLC25A39\"            \"GRN\"                \n",
       "[13771] \"ITGA2B\"              \"GPATCH8\"             \"FZD2\"               \n",
       "[13774] \"C17orf104\"           \"CCDC43\"              \"DBF4B\"              \n",
       "[13777] \"HIGD1B\"              \"EFTUD2\"              \"KIF18B\"             \n",
       "[13780] \"DCAKD\"               \"NMT1\"                \"PLCD3\"              \n",
       "[13783] \"ACBD4\"               \"HEXIM1\"              \"AC002117.1\"         \n",
       "[13786] \"HEXIM2\"              \"RP13-890H12.2\"       \"CTD-2020K17.1\"      \n",
       "[13789] \"FMNL1\"               \"CTD-2020K17.3\"       \"CTD-2020K17.4\"      \n",
       "[13792] \"MAP3K14-AS1\"         \"ARHGAP27\"            \"PLEKHM1\"            \n",
       "[13795] \"RP11-798G7.6\"        \"CRHR1\"               \"MAPT\"               \n",
       "[13798] \"KANSL1\"              \"RP11-669E14.6\"       \"KANSL1-AS1\"         \n",
       "[13801] \"ARL17B\"              \"LRRC37A\"             \"LRRC37A2\"           \n",
       "[13804] \"ARL17A\"              \"NSF\"                 \"WNT3\"               \n",
       "[13807] \"GOSR2\"               \"CDC27\"               \"MYL4\"               \n",
       "[13810] \"ITGB3\"               \"RP11-290H9.4\"        \"EFCAB13\"            \n",
       "[13813] \"NPEPPS\"              \"RP11-580I16.2\"       \"KPNB1\"              \n",
       "[13816] \"RP11-138C9.1\"        \"TBKBP1\"              \"TBX21\"              \n",
       "[13819] \"OSBPL7\"              \"MRPL10\"              \"LRRC46\"             \n",
       "[13822] \"SCRN2\"               \"SP2\"                 \"AC003665.1\"         \n",
       "[13825] \"PNPO\"                \"CDK5RAP3\"            \"COPZ2\"              \n",
       "[13828] \"NFE2L1\"              \"CBX1\"                \"SNX11\"              \n",
       "[13831] \"SKAP1\"               \"RP11-456D7.1\"        \"AC090627.1\"         \n",
       "[13834] \"HOXB2\"               \"HOXB-AS1\"            \"HOXB3\"              \n",
       "[13837] \"HOXB4\"               \"HOXB6\"               \"HOXB7\"              \n",
       "[13840] \"RP11-357H14.17\"      \"CALCOCO2\"            \"ATP5G1\"             \n",
       "[13843] \"UBE2Z\"               \"SNF8\"                \"GNGT2\"              \n",
       "[13846] \"ABI3\"                \"PHOSPHO1\"            \"ZNF652\"             \n",
       "[13849] \"PHB\"                 \"RP11-1079K10.4\"      \"NGFR\"               \n",
       "[13852] \"SPOP\"                \"SLC35B1\"             \"FAM117A\"            \n",
       "[13855] \"KAT7\"                \"RP11-304F15.3\"       \"DLX4\"               \n",
       "[13858] \"ITGA3\"               \"PDK2\"                \"SAMD14\"             \n",
       "[13861] \"PPP1R9B\"             \"RP11-893F2.13\"       \"SGCA\"               \n",
       "[13864] \"COL1A1\"              \"XYLT2\"               \"MRPL27\"             \n",
       "[13867] \"EME1\"                \"LRRC59\"              \"ACSF2\"              \n",
       "[13870] \"CHAD\"                \"RSAD1\"               \"MYCBPAP\"            \n",
       "[13873] \"SPATA20\"             \"ABCC3\"               \"ANKRD40\"            \n",
       "[13876] \"RP11-294J22.6\"       \"LUC7L3\"              \"TOB1\"               \n",
       "[13879] \"RP11-700H6.1\"        \"SPAG9\"               \"NME1\"               \n",
       "[13882] \"NME1-NME2\"           \"NME2\"                \"MBTD1\"              \n",
       "[13885] \"UTP18\"               \"TOM1L1\"              \"COX11\"              \n",
       "[13888] \"STXBP4\"              \"CTC-462L7.1\"         \"HLF\"                \n",
       "[13891] \"MMD\"                 \"PCTP\"                \"NOG\"                \n",
       "[13894] \"C17orf67\"            \"DGKE\"                \"RP11-670E13.2\"      \n",
       "[13897] \"TRIM25\"              \"COIL\"                \"SCPEP1\"             \n",
       "[13900] \"RP11-166P13.3\"       \"AKAP1\"               \"RP11-166P13.4\"      \n",
       "[13903] \"MSI2\"                \"MRPS23\"              \"CUEDC1\"             \n",
       "[13906] \"VEZF1\"               \"RP11-159D12.5\"       \"RP11-159D12.2\"      \n",
       "[13909] \"SRSF1\"               \"DYNLL2\"              \"MKS1\"               \n",
       "[13912] \"MPO\"                 \"BZRAP1\"              \"BZRAP1-AS1\"         \n",
       "[13915] \"MIR142\"              \"SUPT4H1\"             \"RNF43\"              \n",
       "[13918] \"HSF5\"                \"MTMR4\"               \"RP11-112H10.4\"      \n",
       "[13921] \"SEPT4\"               \"TEX14\"               \"RAD51C\"             \n",
       "[13924] \"TRIM37\"              \"AC099850.1\"          \"SKA2\"               \n",
       "[13927] \"PRR11\"               \"SMG8\"                \"GDPD1\"              \n",
       "[13930] \"YPEL2\"               \"DHX40\"               \"CLTC\"               \n",
       "[13933] \"PTRH2\"               \"VMP1\"                \"TUBD1\"              \n",
       "[13936] \"RPS6KB1\"             \"RNFT1\"               \"RP11-178C3.2\"       \n",
       "[13939] \"HEATR6\"              \"CTD-2319I12.2\"       \"USP32\"              \n",
       "[13942] \"C17orf64\"            \"APPBP2\"              \"PPM1D\"              \n",
       "[13945] \"BCAS3\"               \"NACA2\"               \"BRIP1\"              \n",
       "[13948] \"INTS2\"               \"MED13\"               \"METTL2A\"            \n",
       "[13951] \"TLK2\"                \"MRC2\"                \"MARCH10\"            \n",
       "[13954] \"TANC2\"               \"CYB561\"              \"ACE\"                \n",
       "[13957] \"DCAF7\"               \"TACO1\"               \"MAP3K3\"             \n",
       "[13960] \"LIMD2\"               \"STRADA\"              \"CCDC47\"             \n",
       "[13963] \"DDX42\"               \"FTSJ3\"               \"PSMC5\"              \n",
       "[13966] \"SMARCD2\"             \"GH1\"                 \"CD79B\"              \n",
       "[13969] \"RP11-214C8.2\"        \"C17orf72\"            \"ICAM2\"              \n",
       "[13972] \"ERN1\"                \"SNORA76\"             \"TEX2\"               \n",
       "[13975] \"MILR1\"               \"POLG2\"               \"DDX5\"               \n",
       "[13978] \"CEP95\"               \"SMURF2\"              \"LRRC37A3\"           \n",
       "[13981] \"RP11-927P21.1\"       \"GNA13\"               \"RP11-583F2.5\"       \n",
       "[13984] \"RP11-160O5.1\"        \"RGS9\"                \"AXIN2\"              \n",
       "[13987] \"CEP112\"              \"PRKCA\"               \"RP11-4F22.2\"        \n",
       "[13990] \"HELZ\"                \"RP11-401F2.3\"        \"PSMD12\"             \n",
       "[13993] \"PITPNC1\"             \"NOL11\"               \"BPTF\"               \n",
       "[13996] \"C17orf58\"            \"KPNA2\"               \"RP11-147L13.8\"      \n",
       "[13999] \"RP11-147L13.2\"       \"AMZ2\"                \"ARSG\"               \n",
       "[14002] \"SLC16A6\"             \"WIPI1\"               \"PRKAR1A\"            \n",
       "[14005] \"FAM20A\"              \"AC079210.1\"          \"ABCA6\"              \n",
       "[14008] \"ABCA10\"              \"ABCA5\"               \"MAP2K6\"             \n",
       "[14011] \"RP1-193H18.2\"        \"AC003051.1\"          \"KCNJ2-AS1\"          \n",
       "[14014] \"KCNJ2\"               \"LINC00511\"           \"SLC39A11\"           \n",
       "[14017] \"COG1\"                \"FAM104A\"             \"C17orf80\"           \n",
       "[14020] \"CDC42EP4\"            \"SDK2\"                \"RPL38\"              \n",
       "[14023] \"CTD-2514K5.2\"        \"TTYH2\"               \"DNAI2\"              \n",
       "[14026] \"KIF19\"               \"GPRC5C\"              \"CD300A\"             \n",
       "[14029] \"CD300LB\"             \"CD300C\"              \"CTD-2006K23.1\"      \n",
       "[14032] \"CD300E\"              \"RAB37\"               \"CTD-2006K23.2\"      \n",
       "[14035] \"CD300LF\"             \"MIR3615\"             \"SLC9A3R1\"           \n",
       "[14038] \"NAT9\"                \"TMEM104\"             \"GRIN2C\"             \n",
       "[14041] \"FDXR\"                \"HID1\"                \"ICT1\"               \n",
       "[14044] \"KCTD2\"               \"ATP5H\"               \"SLC16A5\"            \n",
       "[14047] \"ARMC7\"               \"NT5C\"                \"HN1\"                \n",
       "[14050] \"RP11-649A18.7\"       \"SUMO2\"               \"NUP85\"              \n",
       "[14053] \"GGA3\"                \"MRPS7\"               \"MIF4GD\"             \n",
       "[14056] \"RP11-649A18.12\"      \"SLC25A19\"            \"GRB2\"               \n",
       "[14059] \"KIAA0195\"            \"TSEN54\"              \"LLGL2\"              \n",
       "[14062] \"MYO15B\"              \"RECQL5\"              \"SMIM5\"              \n",
       "[14065] \"SMIM6\"               \"SAP30BP\"             \"ITGB4\"              \n",
       "[14068] \"GALK1\"               \"H3F3B\"               \"UNK\"                \n",
       "[14071] \"UNC13D\"              \"WBP2\"                \"TRIM47\"             \n",
       "[14074] \"RP11-552F3.9\"        \"TRIM65\"              \"MRPL38\"             \n",
       "[14077] \"FBF1\"                \"ACOX1\"               \"TEN1\"               \n",
       "[14080] \"CDK3\"                \"EVPL\"                \"SRP68\"              \n",
       "[14083] \"ZACN\"                \"GALR2\"               \"EXOC7\"              \n",
       "[14086] \"FOXJ1\"               \"RNF157-AS1\"          \"RNF157\"             \n",
       "[14089] \"UBALD2\"              \"QRICH2\"              \"PRPSAP1\"            \n",
       "[14092] \"SPHK1\"               \"UBE2O\"               \"AANAT\"              \n",
       "[14095] \"RHBDF2\"              \"CYGB\"                \"PRCD\"               \n",
       "[14098] \"RP11-666A8.8\"        \"ST6GALNAC2\"          \"ST6GALNAC1\"         \n",
       "[14101] \"RP11-318A15.2\"       \"MXRA7\"               \"JMJD6\"              \n",
       "[14104] \"METTL23\"             \"SRSF2\"               \"MFSD11\"             \n",
       "[14107] \"SEC14L1\"             \"SEPT9\"               \"RP11-936I5.1\"       \n",
       "[14110] \"RP11-75C10.9\"        \"FLJ45079\"            \"TNRC6C\"             \n",
       "[14113] \"TMC6\"                \"TMC8\"                \"SYNGR2\"             \n",
       "[14116] \"TK1\"                 \"AFMID\"               \"BIRC5\"              \n",
       "[14119] \"RP11-219G17.4\"       \"AC061992.2\"          \"SOCS3\"              \n",
       "[14122] \"RP11-806H10.4\"       \"PGS1\"                \"DNAH17\"             \n",
       "[14125] \"CTD-2357A8.3\"        \"CYTH1\"               \"USP36\"              \n",
       "[14128] \"TIMP2\"               \"CTD-2373H9.5\"        \"LGALS3BP\"           \n",
       "[14131] \"CANT1\"               \"ENGASE\"              \"RBFOX3\"             \n",
       "[14134] \"CBX2\"                \"CBX8\"                \"CBX4\"               \n",
       "[14137] \"TBC1D16\"             \"CCDC40\"              \"GAA\"                \n",
       "[14140] \"EIF4A3\"              \"CARD14\"              \"RP11-334C17.5\"      \n",
       "[14143] \"SGSH\"                \"SLC26A11\"            \"RNF213\"             \n",
       "[14146] \"CTD-2047H16.4\"       \"ENDOV\"               \"CTD-2526A2.2\"       \n",
       "[14149] \"RPTOR\"               \"CHMP6\"               \"AC127496.1\"         \n",
       "[14152] \"CTD-2561B21.11\"      \"BAIAP2-AS1\"          \"BAIAP2\"             \n",
       "[14155] \"AATK\"                \"AZI1\"                \"ENTHD2\"             \n",
       "[14158] \"AC027601.1\"          \"C17orf89\"            \"SLC38A10\"           \n",
       "[14161] \"LINC00482\"           \"RP11-1055B8.4\"       \"RP11-1055B8.7\"      \n",
       "[14164] \"ACTG1\"               \"FSCN2\"               \"C17orf70\"           \n",
       "[14167] \"NPLOC4\"              \"PDE6G\"               \"OXLD1\"              \n",
       "[14170] \"CCDC137\"             \"ARL16\"               \"HGS\"                \n",
       "[14173] \"RP13-1032I1.7\"       \"MRPL12\"              \"SLC25A10\"           \n",
       "[14176] \"FAM195B\"             \"P4HB\"                \"RP11-498C9.2\"       \n",
       "[14179] \"RP11-498C9.3\"        \"ARHGDIA\"             \"RP11-498C9.15\"      \n",
       "[14182] \"ALYREF\"              \"ANAPC11\"             \"PCYT2\"              \n",
       "[14185] \"SIRT7\"               \"MAFG\"                \"MAFG-AS1\"           \n",
       "[14188] \"PYCR1\"               \"ASPSCR1\"             \"STRA13\"             \n",
       "[14191] \"LRRC45\"              \"RAC3\"                \"DCXR\"               \n",
       "[14194] \"RP13-650J16.1\"       \"RFNG\"                \"GPS1\"               \n",
       "[14197] \"DUS1L\"               \"FASN\"                \"CCDC57\"             \n",
       "[14200] \"RP13-516M14.2\"       \"SLC16A3\"             \"CSNK1D\"             \n",
       "[14203] \"AC132872.2\"          \"RP13-516M14.4\"       \"RP13-516M14.1\"      \n",
       "[14206] \"CD7\"                 \"SECTM1\"              \"OGFOD3\"             \n",
       "[14209] \"HEXDC\"               \"C17orf62\"            \"RP13-20L14.6\"       \n",
       "[14212] \"NARF\"                \"FOXK2\"               \"RP13-638C3.4\"       \n",
       "[14215] \"WDR45B\"              \"RAB40B\"              \"FN3KRP\"             \n",
       "[14218] \"FN3K\"                \"TBCD\"                \"B3GNTL1\"            \n",
       "[14221] \"METRNL\"              \"AC144831.1\"          \"USP14\"              \n",
       "[14224] \"THOC1\"               \"RP11-705O1.8\"        \"C18orf56\"           \n",
       "[14227] \"TYMS\"                \"ENOSF1\"              \"YES1\"               \n",
       "[14230] \"RP11-769O8.1\"        \"RP11-672L10.6\"       \"METTL4\"             \n",
       "[14233] \"NDC80\"               \"SMCHD1\"              \"EMILIN2\"            \n",
       "[14236] \"LPIN2\"               \"RP11-737O24.5\"       \"RP11-737O24.2\"      \n",
       "[14239] \"RP11-737O24.1\"       \"MYOM1\"               \"RP13-270P17.2\"      \n",
       "[14242] \"RP13-270P17.3\"       \"MYL12A\"              \"RP13-270P17.1\"      \n",
       "[14245] \"MYL12B\"              \"TGIF1\"               \"RP11-838N2.4\"       \n",
       "[14248] \"DLGAP1\"              \"DLGAP1-AS1\"          \"DLGAP1-AS2\"         \n",
       "[14251] \"RP11-874J12.4\"       \"LINC00667\"           \"LINC00526\"          \n",
       "[14254] \"ZBTB14\"              \"EPB41L3\"             \"L3MBTL4\"            \n",
       "[14257] \"PTPRM\"               \"RAB12\"               \"SOGA2\"              \n",
       "[14260] \"NDUFV2\"              \"RP11-143J12.3\"       \"RP11-143J12.2\"      \n",
       "[14263] \"ANKRD12\"             \"TWSG1\"               \"RP11-61L19.2\"       \n",
       "[14266] \"RALBP1\"              \"PPP4R1\"              \"RP11-692N5.1\"       \n",
       "[14269] \"RAB31\"               \"RP11-474N24.6\"       \"VAPA\"               \n",
       "[14272] \"APCDD1\"              \"NAPG\"                \"GNAL\"               \n",
       "[14275] \"CHMP1B\"              \"RP11-78A19.3\"        \"MPPE1\"              \n",
       "[14278] \"RP11-820I16.4\"       \"IMPA2\"               \"TUBB6\"              \n",
       "[14281] \"AFG3L2\"              \"SLMO1\"               \"RP11-861E21.2\"      \n",
       "[14284] \"SPIRE1\"              \"AP005482.1\"          \"PSMG2\"              \n",
       "[14287] \"CEP76\"               \"RP11-973H7.4\"        \"RP11-973H7.1\"       \n",
       "[14290] \"PTPN2\"               \"SEH1L\"               \"CEP192\"             \n",
       "[14293] \"LDLRAD4\"             \"RP11-53B2.3\"         \"FAM210A\"            \n",
       "[14296] \"RNMT\"                \"ZNF519\"              \"CYP4F35P\"           \n",
       "[14299] \"RP11-1157N2__B.2\"    \"ROCK1\"               \"GREB1L\"             \n",
       "[14302] \"ESCO1\"               \"SNRPD1\"              \"RP11-13N13.2\"       \n",
       "[14305] \"ABHD3\"               \"MIB1\"                \"MIR1-2\"             \n",
       "[14308] \"GATA6\"               \"RP11-535A5.1\"        \"RP11-739L10.1\"      \n",
       "[14311] \"RP11-370A5.1\"        \"RBBP8\"               \"CABLES1\"            \n",
       "[14314] \"TMEM241\"             \"RP11-17J14.2\"        \"RIOK3\"              \n",
       "[14317] \"C18orf8\"             \"NPC1\"                \"ANKRD29\"            \n",
       "[14320] \"RP11-403A21.1\"       \"TTC39C\"              \"RP11-403A21.2\"      \n",
       "[14323] \"CABYR\"               \"RP11-799B12.4\"       \"OSBPL1A\"            \n",
       "[14326] \"IMPACT\"              \"SS18\"                \"PSMA8\"              \n",
       "[14329] \"TAF4B\"               \"KCTD1\"               \"DSC2\"               \n",
       "[14332] \"DSC1\"                \"B4GALT6\"             \"RP11-549B18.1\"      \n",
       "[14335] \"TRAPPC8\"             \"RP11-326K13.4\"       \"RNF125\"             \n",
       "[14338] \"RP11-53I6.3\"         \"RNF138\"              \"RP11-53I6.4\"        \n",
       "[14341] \"KLHL14\"              \"AC012123.1\"          \"DTNA\"               \n",
       "[14344] \"MAPRE2\"              \"ZNF397\"              \"ZSCAN30\"            \n",
       "[14347] \"RP11-158H5.7\"        \"ZNF24\"               \"ZNF396\"             \n",
       "[14350] \"INO80C\"              \"GALNT1\"              \"RP11-873E20.1\"      \n",
       "[14353] \"RP11-905K4.1\"        \"C18orf21\"            \"RPRD1A\"             \n",
       "[14356] \"SLC39A6\"             \"ELP2\"                \"RP11-49I11.1\"       \n",
       "[14359] \"MOCOS\"               \"TPGS2\"               \"KIAA1328\"           \n",
       "[14362] \"PIK3C3\"              \"RP11-456K23.1\"       \"SETBP1\"             \n",
       "[14365] \"SLC14A2\"             \"SLC14A1\"             \"SIGLEC15\"           \n",
       "[14368] \"EPG5\"                \"PSTPIP2\"             \"ATP5A1\"             \n",
       "[14371] \"HAUS1\"               \"C18orf25\"            \"RNF165\"             \n",
       "[14374] \"LOXHD1\"              \"RP11-687F6.1\"        \"PIAS2\"              \n",
       "[14377] \"KATNAL2\"             \"RP11-49K24.8\"        \"HDHD2\"              \n",
       "[14380] \"IER3IP1\"             \"SMAD2\"               \"ZBTB7C\"             \n",
       "[14383] \"CTIF\"                \"SMAD7\"               \"DYM\"                \n",
       "[14386] \"C18orf32\"            \"RPL17-C18orf32\"      \"MIR1539\"            \n",
       "[14389] \"RPL17\"               \"ACAA2\"               \"CCDC11\"             \n",
       "[14392] \"MBD1\"                \"CXXC1\"               \"SKA1\"               \n",
       "[14395] \"ME2\"                 \"ELAC1\"               \"SMAD4\"              \n",
       "[14398] \"MEX3C\"               \"MBD2\"                \"POLI\"               \n",
       "[14401] \"C18orf54\"            \"RAB27B\"              \"RP11-99A1.2\"        \n",
       "[14404] \"TCF4\"                \"RP11-397A16.2\"       \"TXNL1\"              \n",
       "[14407] \"WDR7\"                \"FECH\"                \"NARS\"               \n",
       "[14410] \"RP11-35G9.3\"         \"ATP8B1\"              \"NEDD4L\"             \n",
       "[14413] \"ALPK2\"               \"RP11-1151B14.4\"      \"RP11-126O1.5\"       \n",
       "[14416] \"MALT1\"               \"RP11-108P20.1\"       \"ZNF532\"             \n",
       "[14419] \"SEC11C\"              \"LMAN1\"               \"CCBE1\"              \n",
       "[14422] \"PMAIP1\"              \"CDH20\"               \"RP11-879F14.2\"      \n",
       "[14425] \"RP11-879F14.1\"       \"PIGN\"                \"KIAA1468\"           \n",
       "[14428] \"TNFRSF11A\"           \"ZCCHC2\"              \"PHLPP1\"             \n",
       "[14431] \"BCL2\"                \"KDSR\"                \"RP11-635N19.1\"      \n",
       "[14434] \"VPS4B\"               \"SERPINB2\"            \"SERPINB10\"          \n",
       "[14437] \"HMSD\"                \"SERPINB8\"            \"DSEL\"               \n",
       "[14440] \"TMX3\"                \"CCDC102B\"            \"DOK6\"               \n",
       "[14443] \"CD226\"               \"RTTN\"                \"SOCS6\"              \n",
       "[14446] \"GTSCR1\"              \"NETO1\"               \"RP11-676J15.1\"      \n",
       "[14449] \"FBXO15\"              \"TIMM21\"              \"CYB5A\"              \n",
       "[14452] \"CNDP2\"               \"LINC00909\"           \"ZNF407\"             \n",
       "[14455] \"ZADH2\"               \"TSHZ1\"               \"ZNF516\"             \n",
       "[14458] \"RP11-17M16.2\"        \"RP11-17M16.1\"        \"RP11-162A12.2\"      \n",
       "[14461] \"ZNF236\"              \"RP11-862L9.3\"        \"MBP\"                \n",
       "[14464] \"ATP9B\"               \"RP11-1136J12.1\"      \"NFATC1\"             \n",
       "[14467] \"AC018445.1\"          \"CTDP1\"               \"KCNG2\"              \n",
       "[14470] \"PQLC1\"               \"HSBP1L1\"             \"TXNL4A\"             \n",
       "[14473] \"RP11-795F19.5\"       \"RBFA\"                \"ADNP2\"              \n",
       "[14476] \"AC139100.2\"          \"PARD6G\"              \"C20orf96\"           \n",
       "[14479] \"ZCCHC3\"              \"RP5-1103G7.4\"        \"SOX12\"              \n",
       "[14482] \"NRSN2\"               \"TRIB3\"               \"RBCK1\"              \n",
       "[14485] \"TBC1D20\"             \"CSNK2A1\"             \"SRXN1\"              \n",
       "[14488] \"FAM110A\"             \"RSPO4\"               \"PSMF1\"              \n",
       "[14491] \"SNPH\"                \"SDCBP2\"              \"SDCBP2-AS1\"         \n",
       "[14494] \"RP11-314N13.3\"       \"FKBP1A\"              \"NSFL1C\"             \n",
       "[14497] \"SIRPB2\"              \"SIRPD\"               \"RP4-576H24.4\"       \n",
       "[14500] \"SIRPB1\"              \"SIRPG\"               \"RP11-77C3.3\"        \n",
       "[14503] \"SIRPA\"               \"RP4-684O24.5\"        \"STK35\"              \n",
       "[14506] \"RP11-128M1.1\"        \"SNRPB\"               \"ZNF343\"             \n",
       "[14509] \"NOP56\"               \"IDH3B\"               \"EBF4\"               \n",
       "[14512] \"CPXM1\"               \"PCED1A\"              \"VPS16\"              \n",
       "[14515] \"PTPRA\"               \"MRPS26\"              \"OXT\"                \n",
       "[14518] \"AVP\"                 \"UBOX5\"               \"FASTKD5\"            \n",
       "[14521] \"LZTS3\"               \"DDRGK1\"              \"ITPA\"               \n",
       "[14524] \"C20orf194\"           \"ATRN\"                \"SIGLEC1\"            \n",
       "[14527] \"C20orf27\"            \"CENPB\"               \"CDC25B\"             \n",
       "[14530] \"AP5S1\"               \"MAVS\"                \"RP11-119B16.2\"      \n",
       "[14533] \"PANK2\"               \"RNF24\"               \"SMOX\"               \n",
       "[14536] \"PRNP\"                \"RASSF2\"              \"SLC23A2\"            \n",
       "[14539] \"TMEM230\"             \"PCNA\"                \"CDS2\"               \n",
       "[14542] \"RP5-1022P6.5\"        \"GPCPD1\"              \"C20orf196\"          \n",
       "[14545] \"CHGB\"                \"TRMT6\"               \"MCM8\"               \n",
       "[14548] \"CRLS1\"               \"TMX4\"                \"RP5-971N18.3\"       \n",
       "[14551] \"PLCB1\"               \"LAMP5\"               \"ANKEF1\"             \n",
       "[14554] \"MKKS\"                \"SLX4IP\"              \"JAG1\"               \n",
       "[14557] \"BTBD3\"               \"SPTLC3\"              \"ISM1\"               \n",
       "[14560] \"TASP1\"               \"ESF1\"                \"NDUFAF5\"            \n",
       "[14563] \"MACROD2\"             \"KIF16B\"              \"SNRPB2\"             \n",
       "[14566] \"BFSP1\"               \"DSTN\"                \"RRBP1\"              \n",
       "[14569] \"SNX5\"                \"MGME1\"               \"PET117\"             \n",
       "[14572] \"CSRP2BP\"             \"ZNF133\"              \"DZANK1\"             \n",
       "[14575] \"POLR3F\"              \"RBBP9\"               \"SEC23B\"             \n",
       "[14578] \"LINC00493\"           \"DTD1\"                \"RP5-1068E13.7\"      \n",
       "[14581] \"SLC24A3\"             \"RP1-122P22.2\"        \"RIN2\"               \n",
       "[14584] \"NAA20\"               \"CRNKL1\"              \"RALGAPA2\"           \n",
       "[14587] \"LINC00237\"           \"XRN2\"                \"THBD\"               \n",
       "[14590] \"CD93\"                \"LINC00656\"           \"NXT1\"               \n",
       "[14593] \"RP3-322G13.5\"        \"GZF1\"                \"NAPB\"               \n",
       "[14596] \"CST3\"                \"CST7\"                \"APMAP\"              \n",
       "[14599] \"ACSS1\"               \"ENTPD6\"              \"PYGB\"               \n",
       "[14602] \"ABHD12\"              \"GINS1\"               \"NINL\"               \n",
       "[14605] \"NANP\"                \"ZNF337-AS1\"          \"ZNF337\"             \n",
       "[14608] \"RP13-401N8.1\"        \"RP4-610C12.3\"        \"FRG1B\"              \n",
       "[14611] \"HM13\"                \"ID1\"                 \"BCL2L1\"             \n",
       "[14614] \"RP11-243J16.7\"       \"TPX2\"                \"PDRG1\"              \n",
       "[14617] \"HCK\"                 \"TM9SF4\"              \"PLAGL2\"             \n",
       "[14620] \"POFUT1\"              \"KIF3B\"               \"ASXL1\"              \n",
       "[14623] \"C20orf112\"           \"COMMD7\"              \"DNMT3B\"             \n",
       "[14626] \"MAPRE1\"              \"RP5-1085F17.3\"       \"CDK5RAP1\"           \n",
       "[14629] \"SNTA1\"               \"CBFA2T2\"             \"NECAB3\"             \n",
       "[14632] \"C20orf144\"           \"ACTL10\"              \"E2F1\"               \n",
       "[14635] \"PXMP4\"               \"ZNF341\"              \"RP4-553F4.6\"        \n",
       "[14638] \"CHMP4B\"              \"RP5-1125A11.1\"       \"RALY\"               \n",
       "[14641] \"EIF2S2\"              \"ASIP\"                \"AHCY\"               \n",
       "[14644] \"ITCH\"                \"ITCH-AS1\"            \"DYNLRB1\"            \n",
       "[14647] \"MAP1LC3A\"            \"PIGU\"                \"NCOA6\"              \n",
       "[14650] \"TP53INP2\"            \"GGT7\"                \"ACSS2\"              \n",
       "[14653] \"GSS\"                 \"MYH7B\"               \"TRPC4AP\"            \n",
       "[14656] \"EDEM2\"               \"PROCR\"               \"RP4-614O4.12\"       \n",
       "[14659] \"MMP24-AS1\"           \"MMP24\"               \"EIF6\"               \n",
       "[14662] \"UQCC1\"               \"CEP250\"              \"RP3-477O4.14\"       \n",
       "[14665] \"RP3-477O4.16\"        \"ERGIC3\"              \"SPAG4\"              \n",
       "[14668] \"CPNE1\"               \"RBM12\"               \"NFS1\"               \n",
       "[14671] \"ROMO1\"               \"RBM39\"               \"PHF20\"              \n",
       "[14674] \"SCAND1\"              \"CNBD2\"               \"LINC00657\"          \n",
       "[14677] \"EPB41L1\"             \"AAR2\"                \"DLGAP4\"             \n",
       "[14680] \"RP5-977B1.7\"         \"MYL9\"                \"RP5-977B1.11\"       \n",
       "[14683] \"TGIF2\"               \"C20orf24\"            \"SLA2\"               \n",
       "[14686] \"NDRG3\"               \"DSN1\"                \"SOGA1\"              \n",
       "[14689] \"TLDC2\"               \"SAMHD1\"              \"RBL1\"               \n",
       "[14692] \"RBL1-1\"              \"MROH8\"               \"RPN2\"               \n",
       "[14695] \"MANBAL\"              \"SRC\"                 \"BLCAP\"              \n",
       "[14698] \"CTNNBL1\"             \"TTI1\"                \"RPRD1B\"             \n",
       "[14701] \"TGM2\"                \"BPI\"                 \"RP4-564F22.5\"       \n",
       "[14704] \"RALGAPB\"             \"SLC32A1\"             \"ACTR5\"              \n",
       "[14707] \"PPP1R16B\"            \"FAM83D\"              \"DHX35\"              \n",
       "[14710] \"MAFB\"                \"TOP1\"                \"RP1-1J6.2\"          \n",
       "[14713] \"PLCG1\"               \"ZHX3\"                \"CHD6\"               \n",
       "[14716] \"SRSF6\"               \"L3MBTL1\"             \"IFT52\"              \n",
       "[14719] \"MYBL2\"               \"GTSF1L\"              \"TOX2\"               \n",
       "[14722] \"OSER1\"               \"OSER1-AS1\"           \"FITM2\"              \n",
       "[14725] \"TTPAL\"               \"SERINC3\"             \"PKIG\"               \n",
       "[14728] \"ADA\"                 \"RP11-445H22.3\"       \"YWHAB\"              \n",
       "[14731] \"PABPC1L\"             \"TOMM34\"              \"STK4-AS1\"           \n",
       "[14734] \"STK4\"                \"SLPI\"                \"SDC4\"               \n",
       "[14737] \"SYS1\"                \"DBNDD2\"              \"PIGT\"               \n",
       "[14740] \"AL031663.2\"          \"RP3-461P17.10\"       \"WFDC3\"              \n",
       "[14743] \"DNTTIP1\"             \"UBE2C\"               \"TNNC2\"              \n",
       "[14746] \"SNX21\"               \"ACOT8\"               \"ZSWIM3\"             \n",
       "[14749] \"ZSWIM1\"              \"NEURL2\"              \"CTSA\"               \n",
       "[14752] \"RP3-337O18.9\"        \"PLTP\"                \"PCIF1\"              \n",
       "[14755] \"ZNF335\"              \"MMP9\"                \"SLC12A5\"            \n",
       "[14758] \"NCOA5\"               \"CD40\"                \"SLC35C2\"            \n",
       "[14761] \"ELMO2\"               \"SLC13A3\"             \"TP53RK\"             \n",
       "[14764] \"RP1-28H20.3\"         \"EYA2\"                \"ZMYND8\"             \n",
       "[14767] \"NCOA3\"               \"SULF2\"               \"LINC00494\"          \n",
       "[14770] \"PREX1\"               \"ARFGEF2\"             \"CSE1L\"              \n",
       "[14773] \"STAU1\"               \"DDX27\"               \"ZNFX1\"              \n",
       "[14776] \"ZFAS1\"               \"B4GALT5\"             \"SLC9A8\"             \n",
       "[14779] \"SPATA2\"              \"RNF114\"              \"SNAI1\"              \n",
       "[14782] \"TRERNA1\"             \"UBE2V1\"              \"TMEM189\"            \n",
       "[14785] \"CEBPB\"               \"RP11-290F20.3\"       \"RP11-290F20.1\"      \n",
       "[14788] \"PTPN1\"               \"RP4-530I15.9\"        \"FAM65C\"             \n",
       "[14791] \"PARD6B\"              \"BCAS4\"               \"ADNP\"               \n",
       "[14794] \"RP5-914P20.5\"        \"DPM1\"                \"MOCS3\"              \n",
       "[14797] \"KCNG1\"               \"NFATC2\"              \"ATP9A\"              \n",
       "[14800] \"ZFP64\"               \"TSHZ2\"               \"RP11-15M15.1\"       \n",
       "[14803] \"ZNF217\"              \"BCAS1\"               \"AC005220.3\"         \n",
       "[14806] \"CYP24A1\"             \"PFDN4\"               \"FAM210B\"            \n",
       "[14809] \"AURKA\"               \"CSTF1\"               \"CASS4\"              \n",
       "[14812] \"RTFDC1\"              \"FAM209A\"             \"FAM209B\"            \n",
       "[14815] \"RAE1\"                \"MTRNR2L3\"            \"RP4-800J21.3\"       \n",
       "[14818] \"RBM38\"               \"RP4-718J7.4\"         \"ZBP1\"               \n",
       "[14821] \"PMEPA1\"              \"PPP4R1L\"             \"RAB22A\"             \n",
       "[14824] \"VAPB\"                \"STX16\"               \"STX16-NPEPL1\"       \n",
       "[14827] \"NPEPL1\"              \"GNAS\"                \"NELFCD\"             \n",
       "[14830] \"CTSZ\"                \"TUBB1\"               \"ATP5E\"              \n",
       "[14833] \"SLMO2\"               \"ZNF831\"              \"SYCP2\"              \n",
       "[14836] \"FAM217B\"             \"PPP1R3D\"             \"CDH26\"              \n",
       "[14839] \"C20orf197\"           \"RP5-1043L13.1\"       \"CDH4\"               \n",
       "[14842] \"RP11-429E11.3\"       \"TAF4\"                \"LSM14B\"             \n",
       "[14845] \"PSMA7\"               \"SS18L1\"              \"MTG2\"               \n",
       "[14848] \"OSBPL2\"              \"ADRM1\"               \"LAMA5\"              \n",
       "[14851] \"RPS21\"               \"CABLES2\"             \"RP11-93B14.6\"       \n",
       "[14854] \"SLCO4A1\"             \"NTSR1\"               \"LINC00659\"          \n",
       "[14857] \"MRGBP\"               \"OGFR-AS1\"            \"OGFR\"               \n",
       "[14860] \"COL9A3\"              \"TCFL5\"               \"DIDO1\"              \n",
       "[14863] \"GID8\"                \"SLC17A9\"             \"HAR1B\"              \n",
       "[14866] \"HAR1A\"               \"YTHDF1\"              \"ARFGAP1\"            \n",
       "[14869] \"PPDPF\"               \"PTK6\"                \"C20orf195\"          \n",
       "[14872] \"HELZ2\"               \"GMEB2\"               \"CTD-3184A7.4\"       \n",
       "[14875] \"STMN3\"               \"RTEL1-TNFRSF6B\"      \"ARFRP1\"             \n",
       "[14878] \"ZGPAT\"               \"RP4-583P15.15\"       \"LIME1\"              \n",
       "[14881] \"SLC2A4RG\"            \"ZBTB46\"              \"RP4-583P15.10\"      \n",
       "[14884] \"ABHD16B\"             \"TPD52L2\"             \"DNAJC5\"             \n",
       "[14887] \"UCKL1\"               \"ZNF512B\"             \"SAMD10\"             \n",
       "[14890] \"PRPF6\"               \"LINC00176\"           \"SOX18\"              \n",
       "[14893] \"TCEA2\"               \"RGS19\"               \"OPRL1\"              \n",
       "[14896] \"C20orf201\"           \"PCMTD2\"              \"PPAP2C\"             \n",
       "[14899] \"MIER2\"               \"MADCAM1\"             \"AC005775.2\"         \n",
       "[14902] \"TPGS1\"               \"CDC34\"               \"GZMM\"               \n",
       "[14905] \"AC009005.2\"          \"BSG\"                 \"HCN2\"               \n",
       "[14908] \"POLRMT\"              \"FGF22\"               \"RNF126\"             \n",
       "[14911] \"AC004156.3\"          \"FSTL3\"               \"PRSS57\"             \n",
       "[14914] \"PALM\"                \"PTBP1\"               \"AZU1\"               \n",
       "[14917] \"ELANE\"               \"CFD\"                 \"MED16\"              \n",
       "[14920] \"R3HDM4\"              \"KISS1R\"              \"ARID3A\"             \n",
       "[14923] \"WDR18\"               \"AC004528.4\"          \"TMEM259\"            \n",
       "[14926] \"CNN2\"                \"AC011558.5\"          \"ABCA7\"              \n",
       "[14929] \"HMHA1\"               \"POLR2E\"              \"GPX4\"               \n",
       "[14932] \"SBNO2\"               \"STK11\"               \"ATP5D\"              \n",
       "[14935] \"MIDN\"                \"CIRBP\"               \"C19orf24\"           \n",
       "[14938] \"MUM1\"                \"NDUFS7\"              \"AC005329.7\"         \n",
       "[14941] \"GAMT\"                \"DAZAP1\"              \"RPS15\"              \n",
       "[14944] \"AC027307.3\"          \"APC2\"                \"C19orf25\"           \n",
       "[14947] \"PCSK4\"               \"REEP6\"               \"ADAMTSL5\"           \n",
       "[14950] \"MEX3D\"               \"MBD3\"                \"UQCR11\"             \n",
       "[14953] \"TCF3\"                \"ATP8B3\"              \"REXO1\"              \n",
       "[14956] \"KLF16\"               \"CTB-31O20.2\"         \"CTB-31O20.9\"        \n",
       "[14959] \"ABHD17A\"             \"SCAMP4\"              \"ADAT3\"              \n",
       "[14962] \"CSNK1G2\"             \"BTBD2\"               \"AC005306.3\"         \n",
       "[14965] \"MKNK2\"               \"MOB3A\"               \"IZUMO4\"             \n",
       "[14968] \"AP3D1\"               \"DOT1L\"               \"PLEKHJ1\"            \n",
       "[14971] \"SF3A2\"               \"AMH\"                 \"JSRP1\"              \n",
       "[14974] \"OAZ1\"                \"C19orf35\"            \"LINGO3\"             \n",
       "[14977] \"LSM7\"                \"TMPRSS9\"             \"TIMM13\"             \n",
       "[14980] \"LMNB2\"               \"GADD45B\"             \"GNG7\"               \n",
       "[14983] \"CTC-265F19.3\"        \"DIRAS1\"              \"SLC39A3\"            \n",
       "[14986] \"SGTA\"                \"THOP1\"               \"ZNF554\"             \n",
       "[14989] \"ZNF555\"              \"ZNF57\"               \"AC006277.2\"         \n",
       "[14992] \"ZNF77\"               \"TLE6\"                \"TLE2\"               \n",
       "[14995] \"AC005944.2\"          \"AES\"                 \"GNA11\"              \n",
       "[14998] \"GNA15\"               \"AC005264.2\"          \"S1PR4\"              \n",
       "[15001] \"NCLN\"                \"NFIC\"                \"C19orf77\"           \n",
       "[15004] \"DOHH\"                \"FZR1\"                \"MFSD12\"             \n",
       "[15007] \"AC005786.5\"          \"HMG20B\"              \"GIPC3\"              \n",
       "[15010] \"TBXA2R\"              \"CACTIN\"              \"PIP5K1C\"            \n",
       "[15013] \"TJP3\"                \"APBA3\"               \"MRPL54\"             \n",
       "[15016] \"MATK\"                \"ZFR2\"                \"ATCAY\"              \n",
       "[15019] \"DAPK3\"               \"EEF2\"                \"PIAS4\"              \n",
       "[15022] \"AC016586.1\"          \"ZBTB7A\"              \"MAP2K2\"             \n",
       "[15025] \"SIRT6\"               \"EBI3\"                \"CCDC94\"             \n",
       "[15028] \"SHD\"                 \"TMIGD2\"              \"FSD1\"               \n",
       "[15031] \"STAP2\"               \"MPND\"                \"AC007292.3\"         \n",
       "[15034] \"SH3GL1\"              \"CHAF1A\"              \"UBXN6\"              \n",
       "[15037] \"CTB-50L17.16\"        \"HDGFRP2\"             \"PLIN5\"              \n",
       "[15040] \"CTB-50L17.14\"        \"LRG1\"                \"SEMA6B\"             \n",
       "[15043] \"TNFAIP8L1\"           \"C19orf10\"            \"AC005339.2\"         \n",
       "[15046] \"DPP9\"                \"AC005523.3\"          \"FEM1A\"              \n",
       "[15049] \"AC005523.2\"          \"TICAM1\"              \"CTC-518P12.6\"       \n",
       "[15052] \"PLIN3\"               \"ARRDC5\"              \"KDM4B\"              \n",
       "[15055] \"PTPRS\"               \"TINCR\"               \"SAFB2\"              \n",
       "[15058] \"SAFB\"                \"RPL36\"               \"C19orf70\"           \n",
       "[15061] \"HSD11B1L\"            \"LONP1\"               \"PRR22\"              \n",
       "[15064] \"DUS3L\"               \"NRTN\"                \"AC024592.12\"        \n",
       "[15067] \"NDUFA11\"             \"VMAC\"                \"AC104532.4\"         \n",
       "[15070] \"CAPS\"                \"RANBP3\"              \"CTC-232P5.1\"        \n",
       "[15073] \"RFX2\"                \"CTC-232P5.3\"         \"CTC-503J8.6\"        \n",
       "[15076] \"MLLT1\"               \"CTC-503J8.4\"         \"ACER1\"              \n",
       "[15079] \"CTB-180A7.3\"         \"CLPP\"                \"ALKBH7\"             \n",
       "[15082] \"PSPN\"                \"GTF2F1\"              \"KHSRP\"              \n",
       "[15085] \"SLC25A23\"            \"CRB3\"                \"DENND1C\"            \n",
       "[15088] \"TUBB4A\"              \"TNFSF9\"              \"CD70\"               \n",
       "[15091] \"TNFSF14\"             \"C3\"                  \"GPR108\"             \n",
       "[15094] \"TRIP10\"              \"SH2D3A\"              \"VAV1\"               \n",
       "[15097] \"EMR1\"                \"ZNF557\"              \"INSR\"               \n",
       "[15100] \"CTB-133G6.1\"         \"CTB-133G6.2\"         \"ARHGEF18\"           \n",
       "[15103] \"PEX11G\"              \"ZNF358\"              \"MCOLN1\"             \n",
       "[15106] \"PNPLA6\"              \"XAB2\"                \"PET100\"             \n",
       "[15109] \"CTD-3214H19.4\"       \"PCP2\"                \"STXBP2\"             \n",
       "[15112] \"RETN\"                \"C19orf59\"            \"TRAPPC5\"            \n",
       "[15115] \"FCER2\"               \"CLEC4G\"              \"CD209\"              \n",
       "[15118] \"EVI5L\"               \"AC010336.1\"          \"MAP2K7\"             \n",
       "[15121] \"TGFBR3L\"             \"SNAPC2\"              \"TIMM44\"             \n",
       "[15124] \"ELAVL1\"              \"CTD-2325M2.1\"        \"CCL25\"              \n",
       "[15127] \"CERS4\"               \"CD320\"               \"NDUFA7\"             \n",
       "[15130] \"RPS28\"               \"KANK3\"               \"RAB11B-AS1\"         \n",
       "[15133] \"RAB11B\"              \"MARCH2\"              \"HNRNPM\"             \n",
       "[15136] \"PRAM1\"               \"ZNF414\"              \"MYO1F\"              \n",
       "[15139] \"ADAMTS10\"            \"ZNF558\"              \"ZNF317\"             \n",
       "[15142] \"ZNF699\"              \"ZNF559\"              \"ZNF266\"             \n",
       "[15145] \"ZNF426\"              \"ZNF121\"              \"ZNF561\"             \n",
       "[15148] \"C19orf82\"            \"ZNF562\"              \"ZNF846\"             \n",
       "[15151] \"FBXL12\"              \"UBL5\"                \"CTD-2623N2.11\"      \n",
       "[15154] \"PIN1\"                \"OLFM2\"               \"COL5A3\"             \n",
       "[15157] \"C19orf66\"            \"CTD-2240E14.4\"       \"ANGPTL6\"            \n",
       "[15160] \"PPAN\"                \"P2RY11\"              \"EIF3G\"              \n",
       "[15163] \"DNMT1\"               \"CTD-2369P2.2\"        \"MRPL4\"              \n",
       "[15166] \"CTD-2369P2.5\"        \"ICAM1\"               \"CTD-2369P2.8\"       \n",
       "[15169] \"ICAM4\"               \"ICAM5\"               \"ZGLP1\"              \n",
       "[15172] \"FDX1L\"               \"RAVER1\"              \"ICAM3\"              \n",
       "[15175] \"TYK2\"                \"CDC37\"               \"PDE4A\"              \n",
       "[15178] \"KEAP1\"               \"S1PR5\"               \"ATG4D\"              \n",
       "[15181] \"KRI1\"                \"CDKN2D\"              \"AP1M2\"              \n",
       "[15184] \"SLC44A2\"             \"ILF3-AS1\"            \"ILF3\"               \n",
       "[15187] \"QTRT1\"               \"DNM2\"                \"TMED1\"              \n",
       "[15190] \"C19orf38\"            \"CARM1\"               \"YIPF2\"              \n",
       "[15193] \"C19orf52\"            \"SMARCA4\"             \"LDLR\"               \n",
       "[15196] \"SPC24\"               \"KANK2\"               \"RAB3D\"              \n",
       "[15199] \"TMEM205\"             \"CCDC159\"             \"DKFZP761J1410\"      \n",
       "[15202] \"CTD-2342J14.6\"       \"SWSAP1\"              \"EPOR\"               \n",
       "[15205] \"CCDC151\"             \"PRKCSH\"              \"ZNF653\"             \n",
       "[15208] \"ECSIT\"               \"ELOF1\"               \"ZNF627\"             \n",
       "[15211] \"ACP5\"                \"ZNF823\"              \"ZNF441\"             \n",
       "[15214] \"ZNF491\"              \"ZNF440\"              \"ZNF439\"             \n",
       "[15217] \"ZNF69\"               \"ZNF700\"              \"ZNF763\"             \n",
       "[15220] \"ZNF433\"              \"ZNF844\"              \"ZNF20\"              \n",
       "[15223] \"ZNF625\"              \"ZNF136\"              \"CTD-2666L21.1\"      \n",
       "[15226] \"ZNF44\"               \"ZNF563\"              \"ZNF442\"             \n",
       "[15229] \"CTD-3105H18.14\"      \"ZNF799\"              \"ZNF443\"             \n",
       "[15232] \"ZNF564\"              \"CTD-2192J16.20\"      \"ZNF490\"             \n",
       "[15235] \"ZNF791\"              \"CTD-2192J16.22\"      \"MAN2B1\"             \n",
       "[15238] \"WDR83\"               \"WDR83OS\"             \"DHPS\"               \n",
       "[15241] \"CTD-2192J16.26\"      \"FBXW9\"               \"TNPO2\"              \n",
       "[15244] \"C19orf43\"            \"ASNA1\"               \"HOOK2\"              \n",
       "[15247] \"CTD-2659N19.9\"       \"JUNB\"                \"PRDX2\"              \n",
       "[15250] \"CTD-2659N19.10\"      \"RNASEH2A\"            \"MAST1\"              \n",
       "[15253] \"DNASE2\"              \"CTD-2265O21.7\"       \"KLF1\"               \n",
       "[15256] \"GCDH\"                \"SYCE2\"               \"FARSA\"              \n",
       "[15259] \"CALR\"                \"CTC-425F1.4\"         \"RAD23A\"             \n",
       "[15262] \"GADD45GIP1\"          \"NFIX\"                \"LYL1\"               \n",
       "[15265] \"TRMT1\"               \"NACC1\"               \"STX10\"              \n",
       "[15268] \"IER2\"                \"CTC-250I14.6\"        \"CACNA1A\"            \n",
       "[15271] \"CCDC130\"             \"MRI1\"                \"CTB-5E10.3\"         \n",
       "[15274] \"C19orf53\"            \"ZSWIM4\"              \"MIR24-2\"            \n",
       "[15277] \"NANOS3\"              \"C19orf57\"            \"CC2D1A\"             \n",
       "[15280] \"PODNL1\"              \"DCAF15\"              \"RFX1\"               \n",
       "[15283] \"CTB-55O6.4\"          \"IL27RA\"              \"hsa-mir-1199\"       \n",
       "[15286] \"SAMD1\"               \"PRKACA\"              \"CTB-55O6.10\"        \n",
       "[15289] \"ASF1B\"               \"CTB-55O6.12\"         \"LPHN1\"              \n",
       "[15292] \"CTC-548K16.2\"        \"CTC-548K16.1\"        \"CD97\"               \n",
       "[15295] \"CTC-548K16.5\"        \"DDX39A\"              \"PKN1\"               \n",
       "[15298] \"PTGER1\"              \"GIPC1\"               \"DNAJB1\"             \n",
       "[15301] \"TECR\"                \"NDUFB7\"              \"CLEC17A\"            \n",
       "[15304] \"EMR3\"                \"ZNF333\"              \"EMR2\"               \n",
       "[15307] \"ILVBL\"               \"AC003956.1\"          \"NOTCH3\"             \n",
       "[15310] \"EPHX3\"               \"AC004257.3\"          \"BRD4\"               \n",
       "[15313] \"AKAP8\"               \"AKAP8L\"              \"WIZ\"                \n",
       "[15316] \"RASAL3\"              \"PGLYRP2\"             \"CYP4F22\"            \n",
       "[15319] \"CYP4F3\"              \"CYP4F12\"             \"AC004510.3\"         \n",
       "[15322] \"TPM4\"                \"RAB8A\"               \"CTD-2231E14.8\"      \n",
       "[15325] \"HSH2D\"               \"FAM32A\"              \"CTD-2562J15.4\"      \n",
       "[15328] \"AP1M1\"               \"CTD-2562J15.6\"       \"KLF2\"               \n",
       "[15331] \"EPS15L1\"             \"C19orf44\"            \"CHERP\"              \n",
       "[15334] \"CTD-3222D19.7\"       \"SLC35E1\"             \"MED26\"              \n",
       "[15337] \"SMIM7\"               \"TMEM38A\"             \"SIN3B\"              \n",
       "[15340] \"F2RL3\"               \"CPAMD8\"              \"HAUS8\"              \n",
       "[15343] \"MYO9B\"               \"USE1\"                \"OCEL1\"              \n",
       "[15346] \"NR2F6\"               \"USHBP1\"              \"BABAM1\"             \n",
       "[15349] \"ANKLE1\"              \"ABHD8\"               \"MRPL34\"             \n",
       "[15352] \"DDA1\"                \"ANO8\"                \"GTPBP3\"             \n",
       "[15355] \"PLVAP\"               \"BST2\"                \"CTD-2521M24.9\"      \n",
       "[15358] \"MVB12A\"              \"SLC27A1\"             \"CTD-3131K8.2\"       \n",
       "[15361] \"PGLS\"                \"FAM129C\"             \"COLGALT1\"           \n",
       "[15364] \"UNC13A\"              \"MAP1S\"               \"FCHO1\"              \n",
       "[15367] \"B3GNT3\"              \"INSL3\"               \"JAK3\"               \n",
       "[15370] \"RPL18A\"              \"SLC5A5\"              \"CCDC124\"            \n",
       "[15373] \"KCNN1\"               \"ARRDC2\"              \"IL12RB1\"            \n",
       "[15376] \"MAST3\"               \"PIK3R2\"              \"IFI30\"              \n",
       "[15379] \"MPV17L2\"             \"RAB3A\"               \"PDE4C\"              \n",
       "[15382] \"KIAA1683\"            \"JUND\"                \"LSM4\"               \n",
       "[15385] \"PGPEP1\"              \"GDF15\"               \"LRRC25\"             \n",
       "[15388] \"SSBP4\"               \"ISYNA1\"              \"ELL\"                \n",
       "[15391] \"FKBP8\"               \"KXD1\"                \"AC005253.2\"         \n",
       "[15394] \"AC005253.4\"          \"UBA52\"               \"CRLF1\"              \n",
       "[15397] \"C19orf60\"            \"KLHL26\"              \"CRTC1\"              \n",
       "[15400] \"COMP\"                \"UPF1\"                \"COPE\"               \n",
       "[15403] \"DDX49\"               \"HOMER3\"              \"AC005932.1\"         \n",
       "[15406] \"SUGP2\"               \"AC004447.2\"          \"ARMC6\"              \n",
       "[15409] \"SLC25A42\"            \"TMEM161A\"            \"MEF2BNB-MEF2B\"      \n",
       "[15412] \"MEF2BNB\"             \"RFXANK\"              \"NR2C2AP\"            \n",
       "[15415] \"SUGP1\"               \"MAU2\"                \"GATAD2A\"            \n",
       "[15418] \"TSSK6\"               \"NDUFA13\"             \"YJEFN3\"             \n",
       "[15421] \"PBX4\"                \"AC002306.1\"          \"LPAR2\"              \n",
       "[15424] \"GMIP\"                \"ATP13A1\"             \"ZNF101\"             \n",
       "[15427] \"ZNF14\"               \"LINC00663\"           \"ZNF506\"             \n",
       "[15430] \"ZNF253\"              \"ZNF93\"               \"ZNF682\"             \n",
       "[15433] \"ZNF90\"               \"CTC-260E6.6\"         \"ZNF486\"             \n",
       "[15436] \"ZNF737\"              \"ZNF626\"              \"ZNF66\"              \n",
       "[15439] \"ZNF85\"               \"ZNF430\"              \"ZNF714\"             \n",
       "[15442] \"ZNF431\"              \"ZNF708\"              \"ZNF738\"             \n",
       "[15445] \"ZNF493\"              \"ZNF429\"              \"RP11-678G14.3\"      \n",
       "[15448] \"ZNF100\"              \"ZNF43\"               \"ZNF208\"             \n",
       "[15451] \"ZNF257\"              \"ZNF492\"              \"ZNF730\"             \n",
       "[15454] \"ZNF724P\"             \"RP11-15H20.7\"        \"ZNF91\"              \n",
       "[15457] \"ZNF675\"              \"ZNF681\"              \"RPSAP58\"            \n",
       "[15460] \"ZNF726\"              \"CTD-2017D11.1\"       \"ZNF254\"             \n",
       "[15463] \"LINC00662\"           \"CTC-459F4.1\"         \"CTC-459F4.3\"        \n",
       "[15466] \"AC005307.3\"          \"UQCRFS1\"             \"CTB-32O4.2\"         \n",
       "[15469] \"POP4\"                \"PLEKHF1\"             \"C19orf12\"           \n",
       "[15472] \"CCNE1\"               \"URI1\"                \"TSHZ3\"              \n",
       "[15475] \"ZNF507\"              \"AC007773.2\"          \"DPY19L3\"            \n",
       "[15478] \"PDCD5\"               \"ANKRD27\"             \"RGS9BP\"             \n",
       "[15481] \"CTD-2538C1.2\"        \"NUDT19\"              \"TDRD12\"             \n",
       "[15484] \"CTD-2085J24.4\"       \"CEP89\"               \"C19orf40\"           \n",
       "[15487] \"RHPN2\"               \"GPATCH1\"             \"LRP3\"               \n",
       "[15490] \"CEBPA\"               \"CEBPA-AS1\"           \"CTD-2540B15.9\"      \n",
       "[15493] \"CEBPG\"               \"PEPD\"                \"KCTD15\"             \n",
       "[15496] \"LSM14A\"              \"KIAA0355\"            \"AC010504.2\"         \n",
       "[15499] \"GPI\"                 \"PDCD2L\"              \"CTD-2588C8.8\"       \n",
       "[15502] \"UBA2\"                \"SCGB1B2P\"            \"ZNF302\"             \n",
       "[15505] \"ZNF181\"              \"ZNF599\"              \"CTC-523E23.4\"       \n",
       "[15508] \"CTC-523E23.1\"        \"CTC-523E23.11\"       \"ZNF30\"              \n",
       "[15511] \"ZNF792\"              \"GRAMD1A\"             \"CTD-2527I21.7\"      \n",
       "[15514] \"SCN1B\"               \"FXYD1\"               \"FXYD7\"              \n",
       "[15517] \"FXYD5\"               \"LSR\"                 \"USF2\"               \n",
       "[15520] \"HAMP\"                \"MAG\"                 \"CD22\"               \n",
       "[15523] \"FFAR3\"               \"GPR42\"               \"AC002511.1\"         \n",
       "[15526] \"FFAR2\"               \"DMKN\"                \"AD000090.2\"         \n",
       "[15529] \"TMEM147\"             \"HAUS5\"               \"RBM42\"              \n",
       "[15532] \"ETV2\"                \"COX6B1\"              \"ZBTB32\"             \n",
       "[15535] \"KMT2B\"               \"IGFLR1\"              \"AD000671.6\"         \n",
       "[15538] \"U2AF1L4\"             \"PSENEN\"              \"LIN37\"              \n",
       "[15541] \"C19orf55\"            \"ARHGAP33\"            \"NFKBID\"             \n",
       "[15544] \"HCST\"                \"TYROBP\"              \"LRFN3\"              \n",
       "[15547] \"SDHAF1\"              \"SYNE4\"               \"ALKBH6\"             \n",
       "[15550] \"AC002116.7\"          \"CLIP3\"               \"THAP8\"              \n",
       "[15553] \"WDR62\"               \"POLR2I\"              \"TBCB\"               \n",
       "[15556] \"CAPNS1\"              \"COX7A1\"              \"ZNF565\"             \n",
       "[15559] \"ZNF146\"              \"LINC00665\"           \"ZFP14\"              \n",
       "[15562] \"ZFP82\"               \"ZNF566\"              \"CTD-2630F21.1\"      \n",
       "[15565] \"ZNF260\"              \"ZNF529\"              \"AC092295.7\"         \n",
       "[15568] \"ZNF382\"              \"ZNF461\"              \"AC074138.3\"         \n",
       "[15571] \"ZNF567\"              \"ZNF850\"              \"CTD-2162K18.4\"      \n",
       "[15574] \"CTD-2162K18.5\"       \"ZNF790\"              \"ZNF345\"             \n",
       "[15577] \"ZNF829\"              \"ZNF568\"              \"ZNF420\"             \n",
       "[15580] \"CTC-454I21.3\"        \"ZNF585A\"             \"ZNF585B\"            \n",
       "[15583] \"ZNF383\"              \"AC012309.5\"          \"HKR1\"               \n",
       "[15586] \"ZNF527\"              \"ZNF569\"              \"ZNF570\"             \n",
       "[15589] \"CTD-2086O20.3\"       \"CTD-3064H18.1\"       \"CTD-3064H18.2\"      \n",
       "[15592] \"ZNF793\"              \"ZNF571-AS1\"          \"ZNF540\"             \n",
       "[15595] \"ZNF571\"              \"ZFP30\"               \"ZNF781\"             \n",
       "[15598] \"ZNF607\"              \"CTD-2528L19.6\"       \"ZNF573\"             \n",
       "[15601] \"SIPA1L3\"             \"SPINT2\"              \"PPP1R14A\"           \n",
       "[15604] \"CTB-102L5.4\"         \"C19orf33\"            \"YIF1B\"              \n",
       "[15607] \"KCNK6\"               \"AC026806.2\"          \"CATSPERG\"           \n",
       "[15610] \"PSMD8\"               \"GGN\"                 \"SPRED3\"             \n",
       "[15613] \"AC005789.11\"         \"FAM98C\"              \"RASGRP4\"            \n",
       "[15616] \"RYR1\"                \"MAP4K1\"              \"EIF3K\"              \n",
       "[15619] \"ACTN4\"               \"CAPN12\"              \"CTD-2540F13.2\"      \n",
       "[15622] \"LGALS4\"              \"ECH1\"                \"HNRNPL\"             \n",
       "[15625] \"RINL\"                \"SIRT2\"               \"NFKBIB\"             \n",
       "[15628] \"CCER2\"               \"SARS2\"               \"MRPS12\"             \n",
       "[15631] \"PAK4\"                \"IFNL1\"               \"LRFN1\"              \n",
       "[15634] \"GMFG\"                \"CTC-246B18.10\"       \"SAMD4B\"             \n",
       "[15637] \"PAF1\"                \"MED29\"               \"ZFP36\"              \n",
       "[15640] \"PLEKHG2\"             \"RPS16\"               \"SUPT5H\"             \n",
       "[15643] \"TIMM50\"              \"DLL3\"                \"EID2B\"              \n",
       "[15646] \"EID2\"                \"LGALS14\"             \"CLC\"                \n",
       "[15649] \"DYRK1B\"              \"FBL\"                 \"FCGBP\"              \n",
       "[15652] \"PSMC4\"               \"ZNF546\"              \"ZNF780B\"            \n",
       "[15655] \"ZNF780A\"             \"AC005614.3\"          \"MAP3K10\"            \n",
       "[15658] \"AKT2\"                \"C19orf47\"            \"PLD3\"               \n",
       "[15661] \"PRX\"                 \"SERTAD1\"             \"SERTAD3\"            \n",
       "[15664] \"CTC-492K19.4\"        \"BLVRB\"               \"SPTBN4\"             \n",
       "[15667] \"SHKBP1\"              \"LTBP4\"               \"NUMBL\"              \n",
       "[15670] \"ADCK4\"               \"ITPKC\"               \"C19orf54\"           \n",
       "[15673] \"SNRPA\"               \"MIA\"                 \"RAB4B\"              \n",
       "[15676] \"EGLN2\"               \"CYP2A6\"              \"CYP2F1\"             \n",
       "[15679] \"CYP2S1\"              \"AXL\"                 \"HNRNPUL1\"           \n",
       "[15682] \"TGFB1\"               \"CCDC97\"              \"TMEM91\"             \n",
       "[15685] \"B9D2\"                \"BCKDHA\"              \"EXOSC5\"             \n",
       "[15688] \"B3GNT8\"              \"ATP5SL\"              \"AC006129.1\"         \n",
       "[15691] \"AC006129.4\"          \"AC006129.2\"          \"CEACAM21\"           \n",
       "[15694] \"CEACAM4\"             \"CEACAM3\"             \"RPS19\"              \n",
       "[15697] \"CD79A\"               \"ARHGEF1\"             \"RABAC1\"             \n",
       "[15700] \"ATP1A3\"              \"ZNF574\"              \"CTB-59C6.3\"         \n",
       "[15703] \"POU2F2\"              \"CTC-378H22.1\"        \"CTC-378H22.2\"       \n",
       "[15706] \"DEDD2\"               \"ZNF526\"              \"GSK3A\"              \n",
       "[15709] \"AC006486.1\"          \"ERF\"                 \"CIC\"                \n",
       "[15712] \"PAFAH1B3\"            \"PRR19\"               \"MEGF8\"              \n",
       "[15715] \"CNFN\"                \"LIPE-AS1\"            \"LIPE\"               \n",
       "[15718] \"CEACAM1\"             \"CTC-490G23.2\"        \"LYPD3\"              \n",
       "[15721] \"PHLDB3\"              \"ETHE1\"               \"ZNF575\"             \n",
       "[15724] \"XRCC1\"               \"PINLYP\"              \"IRGQ\"               \n",
       "[15727] \"ZNF576\"              \"SRRM5\"               \"ZNF428\"             \n",
       "[15730] \"CADM4\"               \"PLAUR\"               \"SMG9\"               \n",
       "[15733] \"KCNN4\"               \"LYPD5\"               \"ZNF283\"             \n",
       "[15736] \"ZNF404\"              \"RP11-15A1.3\"         \"ZNF45\"              \n",
       "[15739] \"ZNF221\"              \"ZNF155\"              \"RP11-15A1.7\"        \n",
       "[15742] \"ZNF230\"              \"ZNF222\"              \"ZNF223\"             \n",
       "[15745] \"ZNF284\"              \"ZNF224\"              \"AC084219.3\"         \n",
       "[15748] \"AC084219.4\"          \"ZNF225\"              \"ZNF234\"             \n",
       "[15751] \"ZNF226\"              \"ZNF227\"              \"ZNF235\"             \n",
       "[15754] \"ZNF233\"              \"ZNF112\"              \"ZNF285\"             \n",
       "[15757] \"ZNF229\"              \"AC069278.4\"          \"ZNF180\"             \n",
       "[15760] \"IGSF23\"              \"PVR\"                 \"CEACAM19\"           \n",
       "[15763] \"BCL3\"                \"PVRL2\"               \"CTB-129P6.4\"        \n",
       "[15766] \"TOMM40\"              \"APOE\"                \"APOC1\"              \n",
       "[15769] \"CTB-129P6.11\"        \"CLPTM1\"              \"RELB\"               \n",
       "[15772] \"CLASRP\"              \"ZNF296\"              \"CTB-179K24.3\"       \n",
       "[15775] \"GEMIN7\"              \"MARK4\"               \"PPP1R37\"            \n",
       "[15778] \"TRAPPC6A\"            \"BLOC1S3\"             \"EXOC3L2\"            \n",
       "[15781] \"CKM\"                 \"ERCC2\"               \"PPP1R13L\"           \n",
       "[15784] \"CD3EAP\"              \"ERCC1\"               \"FOSB\"               \n",
       "[15787] \"RTN2\"                \"PPM1N\"               \"VASP\"               \n",
       "[15790] \"OPA3\"                \"EML2\"                \"C19orf83\"           \n",
       "[15793] \"GIPR\"                \"SNRPD2\"              \"QPCTL\"              \n",
       "[15796] \"FBXO46\"              \"AC074212.5\"          \"SIX5\"               \n",
       "[15799] \"DMPK\"                \"DMWD\"                \"SYMPK\"              \n",
       "[15802] \"AC092301.3\"          \"IRF2BP1\"             \"MYPOP\"              \n",
       "[15805] \"CCDC61\"              \"IGFL2\"               \"PPP5C\"              \n",
       "[15808] \"PPP5D1\"              \"PNMAL2\"              \"AC011484.1\"         \n",
       "[15811] \"AC011551.3\"          \"CALM3\"               \"CTB-12A17.3\"        \n",
       "[15814] \"PTGIR\"               \"GNG8\"                \"DACT3\"              \n",
       "[15817] \"PRKD2\"               \"STRN4\"               \"FKRP\"               \n",
       "[15820] \"SLC1A5\"              \"AP2S1\"               \"ARHGAP35\"           \n",
       "[15823] \"NPAS1\"               \"TMEM160\"             \"ZC3H4\"              \n",
       "[15826] \"SAE1\"                \"BBC3\"                \"CCDC9\"              \n",
       "[15829] \"PRR24\"               \"C5AR1\"               \"C5AR2\"              \n",
       "[15832] \"DHX34\"               \"KPTN\"                \"NAPA-AS1\"           \n",
       "[15835] \"NAPA\"                \"ZNF541\"              \"CTD-2571L23.8\"      \n",
       "[15838] \"GLTSCR1\"             \"EHD2\"                \"GLTSCR2\"            \n",
       "[15841] \"SEPW1\"               \"CRX\"                 \"CABP5\"              \n",
       "[15844] \"PLA2G4C\"             \"LIG1\"                \"C19orf68\"           \n",
       "[15847] \"ZNF114\"              \"CARD8\"               \"CTC-241F20.3\"       \n",
       "[15850] \"CCDC114\"             \"EMP3\"                \"TMEM143\"            \n",
       "[15853] \"KDELR1\"              \"GRIN2D\"              \"GRWD1\"              \n",
       "[15856] \"KCNJ14\"              \"CTC-273B12.6\"        \"CYTH2\"              \n",
       "[15859] \"LMTK3\"               \"CTC-273B12.10\"       \"SULT2B1\"            \n",
       "[15862] \"RPL18\"               \"SPHK2\"               \"DBP\"                \n",
       "[15865] \"CA11\"                \"NTN5\"                \"FUT2\"               \n",
       "[15868] \"MAMSTR\"              \"RASIP1\"              \"BCAT2\"              \n",
       "[15871] \"HSD17B14\"            \"PLEKHA4\"             \"PPP1R15A\"           \n",
       "[15874] \"TULP2\"               \"NUCB1\"               \"DHDH\"               \n",
       "[15877] \"BAX\"                 \"CTD-2639E6.9\"        \"FTL\"                \n",
       "[15880] \"GYS1\"                \"RUVBL2\"              \"LHB\"                \n",
       "[15883] \"SNRNP70\"             \"LIN7B\"               \"C19orf73\"           \n",
       "[15886] \"PPFIA3\"              \"TRPM4\"               \"SLC6A16\"            \n",
       "[15889] \"CTC-301O7.4\"         \"CD37\"                \"TEAD2\"              \n",
       "[15892] \"DKKL1\"               \"PIH1D1\"              \"ALDH16A1\"           \n",
       "[15895] \"FLT3LG\"              \"RPL13A\"              \"RPS11\"              \n",
       "[15898] \"hsa-mir-150\"         \"FCGRT\"               \"RCN3\"               \n",
       "[15901] \"NOSIP\"               \"PRRG2\"               \"PRR12\"              \n",
       "[15904] \"RRAS\"                \"SCAF1\"               \"IRF3\"               \n",
       "[15907] \"BCL2L12\"             \"PRMT1\"               \"ADM5\"               \n",
       "[15910] \"TSKS\"                \"AP2A1\"               \"FUZ\"                \n",
       "[15913] \"AC006942.4\"          \"MED25\"               \"PTOV1-AS1\"          \n",
       "[15916] \"PTOV1\"               \"AC018766.4\"          \"PNKP\"               \n",
       "[15919] \"AKT1S1\"              \"TBC1D17\"             \"IL4I1\"              \n",
       "[15922] \"NUP62\"               \"ATF5\"                \"VRK3\"               \n",
       "[15925] \"ZNF473\"              \"KCNC3\"               \"NR1H2\"              \n",
       "[15928] \"NAPSA\"               \"POLD1\"               \"SPIB\"               \n",
       "[15931] \"MYBPC2\"              \"FAM71E1\"             \"EMC10\"              \n",
       "[15934] \"CTD-2545M3.2\"        \"CTD-2545M3.8\"        \"JOSD2\"              \n",
       "[15937] \"C19orf81\"            \"CLEC11A\"             \"CTD-2568A17.1\"      \n",
       "[15940] \"C19orf48\"            \"CTD-2568A17.5\"       \"KLK1\"               \n",
       "[15943] \"CTU1\"                \"SIGLEC9\"             \"SIGLEC7\"            \n",
       "[15946] \"CTD-3187F8.14\"       \"CD33\"                \"VSIG10L\"            \n",
       "[15949] \"ETFB\"                \"CLDND2\"              \"NKG7\"               \n",
       "[15952] \"LIM2\"                \"C19orf84\"            \"SIGLEC10\"           \n",
       "[15955] \"CTD-2616J11.2\"       \"SIGLEC12\"            \"SIGLEC6\"            \n",
       "[15958] \"ZNF175\"              \"AC018755.1\"          \"SIGLEC5\"            \n",
       "[15961] \"SIGLEC14\"            \"FPR1\"                \"FPR2\"               \n",
       "[15964] \"FPR3\"                \"ZNF577\"              \"ZNF649\"             \n",
       "[15967] \"ZNF613\"              \"ZNF350\"              \"ZNF615\"             \n",
       "[15970] \"ZNF614\"              \"ZNF432\"              \"ZNF841\"             \n",
       "[15973] \"ZNF616\"              \"ZNF836\"              \"PPP2R1A\"            \n",
       "[15976] \"ZNF766\"              \"ZNF480\"              \"ZNF610\"             \n",
       "[15979] \"ZNF880\"              \"ZNF528\"              \"ZNF534\"             \n",
       "[15982] \"ZNF578\"              \"ZNF808\"              \"ZNF701\"             \n",
       "[15985] \"ZNF83\"               \"ZNF611\"              \"ZNF600\"             \n",
       "[15988] \"ZNF28\"               \"ZNF468\"              \"ZNF320\"             \n",
       "[15991] \"ZNF888\"              \"CTD-2331H12.7\"       \"ZNF816\"             \n",
       "[15994] \"ZNF160\"              \"ZNF415\"              \"ZNF347\"             \n",
       "[15997] \"ZNF665\"              \"CTD-2245F17.3\"       \"ZNF677\"             \n",
       "[16000] \"CTD-2245F17.6\"       \"ZNF845\"              \"ZNF525\"             \n",
       "[16003] \"ZNF765\"              \"ZNF813\"              \"ZNF331\"             \n",
       "[16006] \"NLRP12\"              \"AC008753.6\"          \"MYADM\"              \n",
       "[16009] \"AC008440.5\"          \"CACNG8\"              \"VSTM1\"              \n",
       "[16012] \"OSCAR\"               \"NDUFA3\"              \"TFPT\"               \n",
       "[16015] \"PRPF31\"              \"AC012314.8\"          \"CNOT3\"              \n",
       "[16018] \"LENG1\"               \"TMC4\"                \"MBOAT7\"             \n",
       "[16021] \"TSEN34\"              \"CTD-3093M3.1\"        \"RPS9\"               \n",
       "[16024] \"LILRB3\"              \"LILRA6\"              \"CTB-83J4.1\"         \n",
       "[16027] \"LILRB5\"              \"LILRB2\"              \"LILRA3\"             \n",
       "[16030] \"LILRA5\"              \"LILRA4\"              \"CTD-2587H19.1\"      \n",
       "[16033] \"LAIR1\"               \"TTYH1\"               \"AC008746.12\"        \n",
       "[16036] \"LENG8-AS1\"           \"LENG8\"               \"LENG9\"              \n",
       "[16039] \"LAIR2\"               \"KIR3DX1\"             \"LILRA2\"             \n",
       "[16042] \"LILRB1\"              \"CTB-83J4.2\"          \"LILRA1\"             \n",
       "[16045] \"LILRB4\"              \"KIR3DL1\"             \"KIR2DL3\"            \n",
       "[16048] \"KIR2DL1\"             \"KIR3DL2\"             \"FCAR\"               \n",
       "[16051] \"CTB-61M7.2\"          \"NCR1\"                \"NLRP7\"              \n",
       "[16054] \"NLRP2\"               \"CTC-550B14.7\"        \"GP6\"                \n",
       "[16057] \"RDH13\"               \"EPS8L1\"              \"PPP1R12C\"           \n",
       "[16060] \"TNNT1\"               \"SYT5\"                \"CTD-2587H24.10\"     \n",
       "[16063] \"TMEM86B\"             \"PPP6R1\"              \"HSPBP1\"             \n",
       "[16066] \"BRSK1\"               \"TMEM150B\"            \"SUV420H2\"           \n",
       "[16069] \"COX6B2\"              \"TMEM238\"             \"RPL28\"              \n",
       "[16072] \"CTD-2105E13.13\"      \"UBE2S\"               \"ISOC2\"              \n",
       "[16075] \"ZNF628\"              \"NAT14\"               \"SSC5D\"              \n",
       "[16078] \"ZNF579\"              \"FIZ1\"                \"ZNF524\"             \n",
       "[16081] \"ZNF865\"              \"ZNF784\"              \"ZNF580\"             \n",
       "[16084] \"ZNF581\"              \"CCDC106\"             \"U2AF2\"              \n",
       "[16087] \"CTD-2537I9.12\"       \"EPN1\"                \"ZNF787\"             \n",
       "[16090] \"ZNF444\"              \"ZSCAN5A\"             \"AC006116.20\"        \n",
       "[16093] \"AC006116.17\"         \"ZNF582\"              \"ZNF582-AS1\"         \n",
       "[16096] \"ZNF583\"              \"ZNF667\"              \"ZNF667-AS1\"         \n",
       "[16099] \"ZNF471\"              \"AC005498.3\"          \"ZFP28\"              \n",
       "[16102] \"AC007228.11\"         \"ZNF470\"              \"ZNF71\"              \n",
       "[16105] \"ZNF835\"              \"AC007228.5\"          \"AC007228.9\"         \n",
       "[16108] \"ZNF264\"              \"AURKC\"               \"ZNF805\"             \n",
       "[16111] \"CTC-444N24.8\"        \"CTC-444N24.6\"        \"ZNF460\"             \n",
       "[16114] \"CTC-444N24.11\"       \"ZNF543\"              \"ZNF304\"             \n",
       "[16117] \"ZNF547\"              \"TRAPPC2P1\"           \"ZNF548\"             \n",
       "[16120] \"ZNF17\"               \"ZNF749\"              \"ZNF772\"             \n",
       "[16123] \"ZNF419\"              \"ZNF773\"              \"ZNF549\"             \n",
       "[16126] \"ZNF550\"              \"ZNF416\"              \"ZIK1\"               \n",
       "[16129] \"ZNF530\"              \"ZNF134\"              \"ZNF211\"             \n",
       "[16132] \"ZNF551\"              \"ZNF154\"              \"ZNF671\"             \n",
       "[16135] \"ZNF776\"              \"ZNF586\"              \"ZNF552\"             \n",
       "[16138] \"ZNF587B\"             \"ZNF814\"              \"ZNF587\"             \n",
       "[16141] \"ZNF417\"              \"ZNF418\"              \"ZNF256\"             \n",
       "[16144] \"C19orf18\"            \"ZNF606\"              \"CTD-2368P22.1\"      \n",
       "[16147] \"ZNF135\"              \"ZSCAN18\"             \"ZNF329\"             \n",
       "[16150] \"ZNF274\"              \"ZNF544\"              \"CTD-3138B18.5\"      \n",
       "[16153] \"AC010642.1\"          \"ZSCAN22\"             \"A1BG\"               \n",
       "[16156] \"A1BG-AS1\"            \"ZNF497\"              \"ZNF837\"             \n",
       "[16159] \"RPS5\"                \"ZNF584\"              \"CTD-2619J13.14\"     \n",
       "[16162] \"ZNF132\"              \"CTD-2619J13.19\"      \"ZNF324B\"            \n",
       "[16165] \"ZNF324\"              \"ZNF446\"              \"SLC27A5\"            \n",
       "[16168] \"ZBTB45\"              \"TRIM28\"              \"CHMP2A\"             \n",
       "[16171] \"UBE2M\"               \"AC016629.8\"          \"MZF1\"               \n",
       "[16174] \"RPS4Y1\"              \"ZFY\"                 \"ZFY-AS1\"            \n",
       "[16177] \"LINC00278\"           \"PCDH11Y\"             \"TTTY15\"             \n",
       "[16180] \"USP9Y\"               \"DDX3Y\"               \"UTY\"                \n",
       "[16183] \"TMSB4Y\"              \"NLGN4Y\"              \"TTTY14\"             \n",
       "[16186] \"RP11-424G14.1\"       \"KDM5D\"               \"EIF1AY\"             \n",
       "[16189] \"RPS4Y2\"              \"TPTEP1\"              \"CECR7\"              \n",
       "[16192] \"AC006946.16\"         \"IL17RA\"              \"CECR6\"              \n",
       "[16195] \"AC006946.15\"         \"CECR5\"               \"CECR5-AS1\"          \n",
       "[16198] \"CECR1\"               \"ATP6V1E1\"            \"BCL2L13\"            \n",
       "[16201] \"BID\"                 \"LINC00528\"           \"MICAL3\"             \n",
       "[16204] \"XXbac-B476C20.9\"     \"PEX26\"               \"TUBA8\"              \n",
       "[16207] \"USP18\"               \"DGCR6\"               \"DGCR2\"              \n",
       "[16210] \"DGCR14\"              \"AC004463.6\"          \"SLC25A1\"            \n",
       "[16213] \"CLTCL1\"              \"HIRA\"                \"C22orf39\"           \n",
       "[16216] \"MRPL40\"              \"AC000068.5\"          \"UFD1L\"              \n",
       "[16219] \"AC000068.9\"          \"CDC45\"               \"CLDN5\"              \n",
       "[16222] \"SEPT5\"               \"GNB1L\"               \"C22orf29\"           \n",
       "[16225] \"TXNRD2\"              \"COMT\"                \"ARVCF\"              \n",
       "[16228] \"TANGO2\"              \"AC006547.15\"         \"DGCR8\"              \n",
       "[16231] \"AC006547.8\"          \"TRMT2A\"              \"RANBP1\"             \n",
       "[16234] \"ZDHHC8\"              \"LINC00896\"           \"RTN4R\"              \n",
       "[16237] \"DGCR6L\"              \"XXbac-B444P24.14\"    \"XXbac-B33L19.4\"     \n",
       "[16240] \"AC023490.1\"          \"ZNF74\"               \"SCARF2\"             \n",
       "[16243] \"KLHL22\"              \"MED15\"               \"PI4KA\"              \n",
       "[16246] \"AC007308.6\"          \"SNAP29\"              \"CRKL\"               \n",
       "[16249] \"XXbac-B135H6.15\"     \"AIFM3\"               \"LZTR1\"              \n",
       "[16252] \"XXbac-B135H6.18\"     \"THAP7\"               \"THAP7-AS1\"          \n",
       "[16255] \"P2RX6\"               \"SLC7A4\"              \"HIC2\"               \n",
       "[16258] \"TMEM191C\"            \"RIMBP3C\"             \"UBE2L3\"             \n",
       "[16261] \"YDJC\"                \"SDF2L1\"              \"PPIL2\"              \n",
       "[16264] \"YPEL1\"               \"MAPK1\"               \"PPM1F\"              \n",
       "[16267] \"LL22NC03-86G7.1\"     \"TOP3B\"               \"VPREB1\"             \n",
       "[16270] \"LL22NC03-2H8.5\"      \"ZNF280B\"             \"IGLL5\"              \n",
       "[16273] \"RTDR1\"               \"GNAZ\"                \"RAB36\"              \n",
       "[16276] \"BCR\"                 \"AP000344.3\"          \"IGLL1\"              \n",
       "[16279] \"KB-208E9.1\"          \"C22orf43\"            \"RGL4\"               \n",
       "[16282] \"LL22NC03-N27C7.1\"    \"ZNF70\"               \"VPREB3\"             \n",
       "[16285] \"C22orf15\"            \"CHCHD10\"             \"MMP11\"              \n",
       "[16288] \"SMARCB1\"             \"DERL3\"               \"KB-1125A3.11\"       \n",
       "[16291] \"SLC2A11\"             \"MIF\"                 \"AP000350.4\"         \n",
       "[16294] \"DDTL\"                \"KB-226F1.2\"          \"DDT\"                \n",
       "[16297] \"KB-226F1.1\"          \"GSTT1\"               \"CABIN1\"             \n",
       "[16300] \"SUSD2\"               \"SPECC1L\"             \"ADORA2A\"            \n",
       "[16303] \"ADORA2A-AS1\"         \"UPB1\"                \"GUCD1\"              \n",
       "[16306] \"SNRPD3\"              \"GGT1\"                \"FAM211B\"            \n",
       "[16309] \"SGSM1\"               \"KIAA1671\"            \"CRYBB2\"             \n",
       "[16312] \"LRP5L\"               \"ADRBK2\"              \"SEZ6L\"              \n",
       "[16315] \"ASPHD2\"              \"HPS4\"                \"SRRD\"               \n",
       "[16318] \"TFIP11\"              \"CTA-445C9.14\"        \"CTA-445C9.15\"       \n",
       "[16321] \"TPST2\"               \"CRYBB1\"              \"CRYBA4\"             \n",
       "[16324] \"MIAT\"                \"CTA-373H7.7\"         \"CTA-211A9.5\"        \n",
       "[16327] \"RP1-90L6.2\"          \"MN1\"                 \"PITPNB\"             \n",
       "[16330] \"TTC28\"               \"CHEK2\"               \"HSCB\"               \n",
       "[16333] \"CCDC117\"             \"XBP1\"                \"CTA-292E10.6\"       \n",
       "[16336] \"ZNRF3\"               \"ZNRF3-AS1\"           \"KREMEN1\"            \n",
       "[16339] \"RHBDD3\"              \"EWSR1\"               \"GAS2L1\"             \n",
       "[16342] \"RASL10A\"             \"AP1B1\"               \"RFPL1S\"             \n",
       "[16345] \"NEFH\"                \"THOC5\"               \"NIPSNAP1\"           \n",
       "[16348] \"NF2\"                 \"CABP7\"               \"ZMAT5\"              \n",
       "[16351] \"UQCR10\"              \"ASCC2\"               \"MTMR3\"              \n",
       "[16354] \"CTA-85E5.10\"         \"LIF\"                 \"OSM\"                \n",
       "[16357] \"GATSL3\"              \"TBC1D10A\"            \"SF3A1\"              \n",
       "[16360] \"CCDC157\"             \"RP1-130H16.16\"       \"RNF215\"             \n",
       "[16363] \"SEC14L2\"             \"MTFP1\"               \"RP4-539M6.22\"       \n",
       "[16366] \"PES1\"                \"TCN2\"                \"SLC35E4\"            \n",
       "[16369] \"DUSP18\"              \"OSBP2\"               \"MORC2-AS1\"          \n",
       "[16372] \"MORC2\"               \"TUG1\"                \"RP3-430N8.11\"       \n",
       "[16375] \"SMTN\"                \"SELM\"                \"INPP5J\"             \n",
       "[16378] \"RNF185\"              \"LIMK2\"               \"PIK3IP1\"            \n",
       "[16381] \"RP3-400N23.6\"        \"PATZ1\"               \"AC005003.1\"         \n",
       "[16384] \"DRG1\"                \"EIF4ENIF1\"           \"SFI1\"               \n",
       "[16387] \"PISD\"                \"PRR14L\"              \"DEPDC5\"             \n",
       "[16390] \"YWHAH\"               \"RFPL2\"               \"RFPL3S\"             \n",
       "[16393] \"RTCB\"                \"FBXO7\"               \"SYN3\"               \n",
       "[16396] \"LARGE\"               \"HMGXB4\"              \"RP3-510H16.3\"       \n",
       "[16399] \"TOM1\"                \"HMOX1\"               \"MCM5\"               \n",
       "[16402] \"MB\"                  \"APOL6\"               \"RBFOX2\"             \n",
       "[16405] \"APOL3\"               \"APOL4\"               \"APOL2\"              \n",
       "[16408] \"APOL1\"               \"MYH9\"                \"RP4-633O19__A.1\"    \n",
       "[16411] \"TXN2\"                \"FOXRED2\"             \"EIF3D\"              \n",
       "[16414] \"IFT27\"               \"PVALB\"               \"NCF4\"               \n",
       "[16417] \"CSF2RB\"              \"TST\"                 \"MPST\"               \n",
       "[16420] \"KCTD17\"              \"IL2RB\"               \"C1QTNF6\"            \n",
       "[16423] \"SSTR3\"               \"RAC2\"                \"CYTH4\"              \n",
       "[16426] \"MFNG\"                \"CDC42EP1\"            \"LGALS2\"             \n",
       "[16429] \"GGA1\"                \"SH3BP1\"              \"Z83844.1\"           \n",
       "[16432] \"PDXP\"                \"LGALS1\"              \"NOL12\"              \n",
       "[16435] \"TRIOBP\"              \"H1F0\"                \"GCAT\"               \n",
       "[16438] \"ANKRD54\"             \"EIF3L\"               \"MICALL1\"            \n",
       "[16441] \"POLR2F\"              \"PICK1\"               \"SLC16A8\"            \n",
       "[16444] \"BAIAP2L2\"            \"PLA2G6\"              \"MAFF\"               \n",
       "[16447] \"TMEM184B\"            \"CSNK1E\"              \"KDELR3\"             \n",
       "[16450] \"DDX17\"               \"DMC1\"                \"FAM227A\"            \n",
       "[16453] \"CBY1\"                \"RP3-508I15.10\"       \"RP3-508I15.9\"       \n",
       "[16456] \"TOMM22\"              \"JOSD1\"               \"GTPBP1\"             \n",
       "[16459] \"RP3-508I15.18\"       \"SUN2\"                \"RP3-508I15.19\"      \n",
       "[16462] \"RP3-508I15.14\"       \"RP3-508I15.21\"       \"RP3-508I15.22\"      \n",
       "[16465] \"DNAL4\"               \"NPTXR\"               \"CBX6\"               \n",
       "[16468] \"APOBEC3A\"            \"APOBEC3B\"            \"APOBEC3C\"           \n",
       "[16471] \"APOBEC3D\"            \"APOBEC3F\"            \"APOBEC3G\"           \n",
       "[16474] \"APOBEC3H\"            \"CBX7\"                \"PDGFB\"              \n",
       "[16477] \"RPL3\"                \"SYNGR1\"              \"TAB1\"               \n",
       "[16480] \"MGAT3\"               \"MIEF1\"               \"ATF4\"               \n",
       "[16483] \"RPS19BP1\"            \"CACNA1I\"             \"ENTHD1\"             \n",
       "[16486] \"GRAP2\"               \"RP3-496C20.1\"        \"TNRC6B\"             \n",
       "[16489] \"ADSL\"                \"SGSM3\"               \"RP5-1042K10.10\"     \n",
       "[16492] \"MKL1\"                \"RP4-591N18.2\"        \"SLC25A17\"           \n",
       "[16495] \"ST13\"                \"XPNPEP3\"             \"DNAJB7\"             \n",
       "[16498] \"RBX1\"                \"EP300\"               \"L3MBTL2\"            \n",
       "[16501] \"RP4-756G23.5\"        \"CHADL\"               \"RANGAP1\"            \n",
       "[16504] \"ZC3H7B\"              \"TEF\"                 \"TOB2\"               \n",
       "[16507] \"PHF5A\"               \"ACO2\"                \"POLR3H\"             \n",
       "[16510] \"PMM1\"                \"DESI1\"               \"XRCC6\"              \n",
       "[16513] \"NHP2L1\"              \"C22orf46\"            \"MEI1\"               \n",
       "[16516] \"CCDC134\"             \"RP5-821D11.7\"        \"SREBF2\"             \n",
       "[16519] \"CTA-250D10.23\"       \"TNFRSF13C\"           \"CENPM\"              \n",
       "[16522] \"WBP2NL\"              \"NAGA\"                \"FAM109B\"            \n",
       "[16525] \"SMDT1\"               \"NDUFA6\"              \"CYP2D6\"             \n",
       "[16528] \"TCF20\"               \"Z83851.3\"            \"Z83851.4\"           \n",
       "[16531] \"Z83851.1\"            \"NFAM1\"               \"RRP7A\"              \n",
       "[16534] \"SERHL2\"              \"POLDIP3\"             \"RNU12\"              \n",
       "[16537] \"CYB5R3\"              \"ATP5L2\"              \"ARFGAP3\"            \n",
       "[16540] \"PACSIN2\"             \"TTLL1\"               \"BIK\"                \n",
       "[16543] \"MCAT\"                \"TSPO\"                \"TTLL12\"             \n",
       "[16546] \"SAMM50\"              \"PARVB\"               \"PARVG\"              \n",
       "[16549] \"LDOC1L\"              \"PRR5\"                \"ARHGAP8\"            \n",
       "[16552] \"CTA-217C2.1\"         \"NUP50\"               \"KIAA0930\"           \n",
       "[16555] \"UPK3A\"               \"FAM118A\"             \"FBLN1\"              \n",
       "[16558] \"ATXN10\"              \"CITF22-92A6.1\"       \"C22orf26\"           \n",
       "[16561] \"RP6-109B7.5\"         \"RP6-109B7.3\"         \"FLJ27365\"           \n",
       "[16564] \"RP6-109B7.4\"         \"PPARA\"               \"CDPF1\"              \n",
       "[16567] \"TTC38\"               \"GTSE1\"               \"TRMU\"               \n",
       "[16570] \"CELSR1\"              \"GRAMD4\"              \"CERK\"               \n",
       "[16573] \"CTA-29F11.1\"         \"TBC1D22A\"            \"LL22NC03-75H12.2\"   \n",
       "[16576] \"C22orf34\"            \"RP1-29C18.10\"        \"BRD1\"               \n",
       "[16579] \"RP3-522J7.6\"         \"ZBED4\"               \"ALG12\"              \n",
       "[16582] \"CITF22-1A6.3\"        \"CRELD2\"              \"PIM3\"               \n",
       "[16585] \"MLC1\"                \"MOV10L1\"             \"TRABD\"              \n",
       "[16588] \"RP3-402G11.25\"       \"RP3-402G11.26\"       \"SELO\"               \n",
       "[16591] \"RP3-402G11.27\"       \"RP3-402G11.28\"       \"TUBGCP6\"            \n",
       "[16594] \"HDAC10\"              \"MAPK12\"              \"MAPK11\"             \n",
       "[16597] \"PLXNB2\"              \"DENND6B\"             \"PPP6R2\"             \n",
       "[16600] \"SBF1\"                \"ADM2\"                \"MIOX\"               \n",
       "[16603] \"LMF2\"                \"NCAPH2\"              \"SCO2\"               \n",
       "[16606] \"CTA-384D8.36\"        \"TYMP\"                \"ODF3B\"              \n",
       "[16609] \"CTA-384D8.35\"        \"CTA-384D8.34\"        \"KLHDC7B\"            \n",
       "[16612] \"SYCE3\"               \"CPT1B\"               \"CHKB\"               \n",
       "[16615] \"CHKB-AS1\"            \"ARSA\"                \"RABL2B\"             \n",
       "[16618] \"AP001347.6\"          \"RBM11\"               \"HSPA13\"             \n",
       "[16621] \"SAMSN1\"              \"AF127936.7\"          \"NRIP1\"              \n",
       "[16624] \"USP25\"               \"CXADR\"               \"BTG3\"               \n",
       "[16627] \"C21orf91\"            \"AL109761.5\"          \"CHODL\"              \n",
       "[16630] \"AP000476.1\"          \"MIR155HG\"            \"MRPL39\"             \n",
       "[16633] \"JAM2\"                \"ATP5J\"               \"GABPA\"              \n",
       "[16636] \"APP\"                 \"CYYR1\"               \"ADAMTS1\"            \n",
       "[16639] \"ADAMTS5\"             \"AF131217.1\"          \"N6AMT1\"             \n",
       "[16642] \"LTN1\"                \"RWDD2B\"              \"RP1-100J12.1\"       \n",
       "[16645] \"USP16\"               \"CCT8\"                \"MAP3K7CL\"           \n",
       "[16648] \"BACH1\"               \"BACH1-IT2\"           \"RP11-313P22.1\"      \n",
       "[16651] \"TIAM1\"               \"AP000251.3\"          \"AP000253.1\"         \n",
       "[16654] \"SOD1\"                \"AP000254.8\"          \"SCAF4\"              \n",
       "[16657] \"MIS18A\"              \"MIS18A-AS1\"          \"URB1\"               \n",
       "[16660] \"C21orf119\"           \"EVA1C\"               \"TCP10L\"             \n",
       "[16663] \"C21orf59\"            \"SYNJ1\"               \"PAXBP1-AS1\"         \n",
       "[16666] \"PAXBP1\"              \"C21orf49\"            \"OLIG1\"              \n",
       "[16669] \"IFNAR2\"              \"IL10RB-AS1\"          \"IL10RB\"             \n",
       "[16672] \"AP000295.10\"         \"IFNAR1\"              \"IFNGR2\"             \n",
       "[16675] \"TMEM50B\"             \"DNAJC28\"             \"GART\"               \n",
       "[16678] \"SON\"                 \"DONSON\"              \"CRYZL1\"             \n",
       "[16681] \"ITSN1\"               \"ATP5O\"               \"LINC00649\"          \n",
       "[16684] \"MRPS6\"               \"LINC00310\"           \"SMIM11\"             \n",
       "[16687] \"KCNE1\"               \"RCAN1\"               \"CLIC6\"              \n",
       "[16690] \"RUNX1\"               \"SETD4\"               \"CBR1\"               \n",
       "[16693] \"CBR3\"                \"DOPEY2\"              \"AP000692.10\"        \n",
       "[16696] \"MORC3\"               \"CHAF1B\"              \"HLCS\"               \n",
       "[16699] \"AP000704.5\"          \"PIGP\"                \"TTC3\"               \n",
       "[16702] \"DSCR9\"               \"DSCR3\"               \"AP001412.1\"         \n",
       "[16705] \"AP001437.1\"          \"DYRK1A\"              \"KCNJ15\"             \n",
       "[16708] \"AP001434.2\"          \"ERG\"                 \"ETS2\"               \n",
       "[16711] \"AF064858.8\"          \"PSMG1\"               \"BRWD1\"              \n",
       "[16714] \"AF129408.17\"         \"HMGN1\"               \"WRB\"                \n",
       "[16717] \"LCA5L\"               \"SH3BGR\"              \"BACE2\"              \n",
       "[16720] \"FAM3B\"               \"MX2\"                 \"MX1\"                \n",
       "[16723] \"PRDM15\"              \"C2CD2\"               \"ZBTB21\"             \n",
       "[16726] \"ABCG1\"               \"TMPRSS3\"             \"UBASH3A\"            \n",
       "[16729] \"RSPH1\"               \"SLC37A1\"             \"AP001626.1\"         \n",
       "[16732] \"PDE9A\"               \"WDR4\"                \"NDUFV3\"             \n",
       "[16735] \"PKNOX1\"              \"U2AF1\"               \"AP001046.5\"         \n",
       "[16738] \"AP001046.6\"          \"SIK1\"                \"HSF2BP\"             \n",
       "[16741] \"RRP1B\"               \"PDXK\"                \"CSTB\"               \n",
       "[16744] \"RRP1\"                \"AP001053.11\"         \"AGPAT3\"             \n",
       "[16747] \"TRAPPC10\"            \"PWP2\"                \"C21orf33\"           \n",
       "[16750] \"AP001055.6\"          \"AP001056.1\"          \"AP001058.3\"         \n",
       "[16753] \"ICOSLG\"              \"AP001059.5\"          \"AIRE\"               \n",
       "[16756] \"PFKL\"                \"C21orf2\"             \"AP001062.7\"         \n",
       "[16759] \"TRPM2\"               \"LRRC3\"               \"LRRC3DN\"            \n",
       "[16762] \"UBE2G2\"              \"SUMO3\"               \"PTTG1IP\"            \n",
       "[16765] \"ITGB2\"               \"ITGB2-AS1\"           \"C21orf67\"           \n",
       "[16768] \"LL21NC02-1C16.2\"     \"FAM207A\"             \"ADARB1\"             \n",
       "[16771] \"POFUT2\"              \"LINC00205\"           \"COL18A1\"            \n",
       "[16774] \"SLC19A1\"             \"PCBP3\"               \"COL6A1\"             \n",
       "[16777] \"COL6A2\"              \"SPATC1L\"             \"LSS\"                \n",
       "[16780] \"MCM3AP-AS1\"          \"MCM3AP\"              \"AP001469.9\"         \n",
       "[16783] \"YBEY\"                \"C21orf58\"            \"PCNT\"               \n",
       "[16786] \"DIP2A\"               \"S100B\"               \"PRMT2\"              \n",
       "[16789] \"MT-ND1\"              \"MT-ND2\"              \"MT-CO1\"             \n",
       "[16792] \"MT-CO2\"              \"MT-ATP8\"             \"MT-ATP6\"            \n",
       "[16795] \"MT-CO3\"              \"MT-ND3\"              \"MT-ND4L\"            \n",
       "[16798] \"MT-ND4\"              \"MT-ND5\"              \"MT-ND6\"             \n",
       "[16801] \"MT-CYB\"              \"AC145212.1\"          \"AC011043.1\"         \n",
       "[16804] \"AL592183.1\"          \"AC011841.1\"          \"AL354822.1\"         \n",
       "[16807] \"KIR2DL2\"             \"PNRC2-1\"             \"SRSF10-1\"           "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rownames(normalized_data$y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<caption>A matrix: 16809 x 33148 of type dbl</caption>\n",
       "<thead>\n",
       "\t<tr><th></th><th scope=col>X0</th><th scope=col>X1</th><th scope=col>X2</th><th scope=col>X3</th><th scope=col>X4</th><th scope=col>X5</th><th scope=col>X6</th><th scope=col>X7</th><th scope=col>X8</th><th scope=col>X9</th><th scope=col>...</th><th scope=col>X33138</th><th scope=col>X33139</th><th scope=col>X33140</th><th scope=col>X33141</th><th scope=col>X33142</th><th scope=col>X33143</th><th scope=col>X33144</th><th scope=col>X33145</th><th scope=col>X33146</th><th scope=col>X33147</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "\t<tr><th scope=row>AL627309.1</th><td>-0.05277274</td><td>-0.04482202</td><td>-0.033793468</td><td>-0.04854974</td><td>-0.04438390</td><td>-0.05991201</td><td>-0.039688286</td><td>-0.06290471</td><td>-0.042812323</td><td>-0.05904416</td><td>...</td><td>-0.05930130</td><td>-0.06048400</td><td>-0.04815578</td><td>-0.04338095</td><td>-0.040313814</td><td>-0.04656392</td><td>-0.036801438</td><td>-0.06487301</td><td>-0.04936480</td><td>-0.04715867</td></tr>\n",
       "\t<tr><th scope=row>AP006222.2</th><td>-0.01547575</td><td>-0.01306199</td><td>-0.009736035</td><td>-0.01419241</td><td>-0.01292931</td><td>-0.01765010</td><td>-0.011509872</td><td>-0.01856275</td><td>-0.012453684</td><td>-0.01738554</td><td>...</td><td>-0.01746393</td><td>-0.01782449</td><td>-0.01407283</td><td>-0.01262571</td><td>-0.011698664</td><td>-0.01358991</td><td>-0.010639920</td><td>-0.01916323</td><td>-0.01443990</td><td>-0.01377028</td></tr>\n",
       "\t<tr><th scope=row>RP11-206L10.2</th><td>-0.02403825</td><td>-0.02042116</td><td>-0.015422240</td><td>-0.02211523</td><td>-0.02022225</td><td>-0.02730080</td><td>-0.018092293</td><td>-0.02867351</td><td>-0.019508980</td><td>-0.02690333</td><td>...</td><td>-0.02702107</td><td>-0.02756291</td><td>-0.02193605</td><td>-0.01976700</td><td>-0.018375845</td><td>-0.02121241</td><td>-0.016784293</td><td>-0.02957819</td><td>-0.02248604</td><td>-0.02148272</td></tr>\n",
       "\t<tr><th scope=row>RP11-206L10.9</th><td>-0.02515426</td><td>-0.02134605</td><td>-0.016090874</td><td>-0.02312910</td><td>-0.02113675</td><td>-0.02859262</td><td>-0.018896544</td><td>-0.03004015</td><td>-0.020386373</td><td>-0.02817357</td><td>...</td><td>-0.02829770</td><td>-0.02886898</td><td>-0.02294046</td><td>-0.02065780</td><td>-0.019194674</td><td>-0.02217874</td><td>-0.017521725</td><td>-0.03099440</td><td>-0.02351951</td><td>-0.02246325</td></tr>\n",
       "\t<tr><th scope=row>FAM87B</th><td>-0.01223466</td><td>-0.01038578</td><td>-0.007774598</td><td>-0.01125716</td><td>-0.01028290</td><td>-0.01385913</td><td>-0.009175195</td><td>-0.01452807</td><td>-0.009913164</td><td>-0.01366375</td><td>...</td><td>-0.01372170</td><td>-0.01398757</td><td>-0.01116542</td><td>-0.01004707</td><td>-0.009323248</td><td>-0.01079386</td><td>-0.008490347</td><td>-0.01496379</td><td>-0.01144667</td><td>-0.01093284</td></tr>\n",
       "\t<tr><th scope=row>LINC00115</th><td>-0.07447301</td><td>-0.06270899</td><td>-0.046571069</td><td>-0.06821291</td><td>-0.06206359</td><td>-0.08510800</td><td>-0.055167459</td><td>-0.08958267</td><td>-0.059751135</td><td>-0.08381210</td><td>...</td><td>-0.08419599</td><td>-0.08596254</td><td>-0.06763021</td><td>-0.06058733</td><td>-0.056083801</td><td>-0.06527816</td><td>-0.050948467</td><td>-0.09253031</td><td>-0.06941917</td><td>-0.06615647</td></tr>\n",
       "\t<tr><th scope=row>FAM41C</th><td>-0.02345097</td><td>-0.01993404</td><td>-0.015069488</td><td>-0.02158147</td><td>-0.01974056</td><td>-0.02662143</td><td>-0.017668408</td><td>-0.02795495</td><td>-0.019046748</td><td>-0.02623526</td><td>...</td><td>-0.02634966</td><td>-0.02687608</td><td>-0.02140725</td><td>-0.01929774</td><td>-0.017944317</td><td>-0.02070357</td><td>-0.016395449</td><td>-0.02883366</td><td>-0.02194201</td><td>-0.02096643</td></tr>\n",
       "\t<tr><th scope=row>NOC2L</th><td>-0.27794998</td><td>-0.23319592</td><td>-0.171310753</td><td>-0.25419378</td><td>-0.23072823</td><td>-0.31789501</td><td>-0.204308906</td><td>-0.33451160</td><td>-0.221878728</td><td>-0.31306005</td><td>...</td><td>-0.31449335</td><td>-0.32107784</td><td> 3.41058861</td><td>-0.22508006</td><td>-0.207823792</td><td>-0.24300855</td><td>-0.188116180</td><td>-0.34538711</td><td>-0.25878295</td><td>-0.24635889</td></tr>\n",
       "\t<tr><th scope=row>KLHL17</th><td>-0.03543159</td><td>-0.03013645</td><td>-0.022803157</td><td>-0.03261755</td><td>-0.02984499</td><td>-0.04020014</td><td>-0.026722329</td><td>-0.04220438</td><td>-0.028799648</td><td>-0.03961957</td><td>...</td><td>-0.03979157</td><td>-0.04058294</td><td>-0.03235522</td><td>-0.02917784</td><td>-0.027138223</td><td>-0.03129555</td><td>-0.024803082</td><td>-0.04352459</td><td>-0.03316037</td><td>-0.03169141</td></tr>\n",
       "\t<tr><th scope=row>PLEKHN1</th><td>-0.02546714</td><td>-0.02160567</td><td>-0.016278978</td><td>-0.02341352</td><td>-0.02139347</td><td>-0.02895444</td><td>-0.019122510</td><td>-0.03042279</td><td>-0.020632743</td><td>-0.02852938</td><td>...</td><td>-0.02865529</td><td>-0.02923476</td><td>-0.02322225</td><td>-0.02090791</td><td>-0.019424706</td><td>-0.02244991</td><td>-0.017729040</td><td>-0.03139083</td><td>-0.02380939</td><td>-0.02273837</td></tr>\n",
       "\t<tr><th scope=row>RP11-54O7.17</th><td>-0.03394496</td><td>-0.02884200</td><td>-0.021786119</td><td>-0.03123226</td><td>-0.02856130</td><td>-0.03854565</td><td>-0.025555299</td><td>-0.04048073</td><td>-0.027554747</td><td>-0.03798527</td><td>...</td><td>-0.03815128</td><td>-0.03891518</td><td>-0.03097947</td><td>-0.02791888</td><td>-0.025955516</td><td>-0.02995848</td><td>-0.023708984</td><td>-0.04175581</td><td>-0.03175539</td><td>-0.03033986</td></tr>\n",
       "\t<tr><th scope=row>HES4</th><td>-0.22872039</td><td>-0.19168474</td><td>-0.140724658</td><td>-0.20903864</td><td>-0.18964768</td><td>-0.26194811</td><td>-0.167867004</td><td>-0.27582625</td><td>-0.182346349</td><td>-0.25791644</td><td>...</td><td>-0.25911131</td><td>-0.26460371</td><td>-0.20720323</td><td>-0.18498694</td><td>-0.170761949</td><td>-0.19978984</td><td>-0.154540220</td><td> 2.77590350</td><td>-0.21283654</td><td>-0.20255902</td></tr>\n",
       "\t<tr><th scope=row>RP11-54O7.11</th><td>-0.01223466</td><td>-0.01038578</td><td>-0.007774598</td><td>-0.01125716</td><td>-0.01028290</td><td>-0.01385913</td><td>-0.009175195</td><td>-0.01452807</td><td>-0.009913164</td><td>-0.01366375</td><td>...</td><td>-0.01372170</td><td>-0.01398757</td><td>-0.01116542</td><td>-0.01004707</td><td>-0.009323248</td><td>-0.01079386</td><td>-0.008490347</td><td>-0.01496379</td><td>-0.01144667</td><td>-0.01093284</td></tr>\n",
       "\t<tr><th scope=row>ISG15</th><td>-0.73125032</td><td>-0.62554066</td><td>-0.467300272</td><td>-0.67613352</td><td>-0.61948395</td><td>-0.81858493</td><td>-0.553257390</td><td>-0.08223127</td><td>-0.597578217</td><td> 0.04780283</td><td>...</td><td>-0.81141474</td><td> 4.11242418</td><td> 0.50365776</td><td>-0.60553586</td><td> 0.951605723</td><td>-0.64939637</td><td> 1.202579597</td><td>-0.14352118</td><td> 1.57710405</td><td>-0.65745656</td></tr>\n",
       "\t<tr><th scope=row>AGRN</th><td>-0.03993044</td><td>-0.03403717</td><td>-0.025844304</td><td>-0.03680082</td><td>-0.03371225</td><td>-0.04522215</td><td>-0.030227514</td><td>-0.04744195</td><td>-0.032546437</td><td>-0.04457866</td><td>...</td><td>-0.04476931</td><td>-0.04564631</td><td>-0.03650881</td><td>-0.03296830</td><td>-0.030692016</td><td>-0.03532877</td><td>-0.028082392</td><td>-0.04890276</td><td>-0.03740491</td><td>-0.03576969</td></tr>\n",
       "\t<tr><th scope=row>C1orf159</th><td>-0.07220785</td><td>-0.06081244</td><td>-0.045176925</td><td>-0.06614410</td><td>-0.06018722</td><td>-0.08250839</td><td>-0.053506252</td><td>-0.08684209</td><td>-0.057946995</td><td>-0.08125328</td><td>...</td><td>-0.08162509</td><td>-0.08333601</td><td>-0.06557966</td><td>-0.05875708</td><td>-0.054394047</td><td>-0.06330125</td><td>-0.049418506</td><td>-0.08969681</td><td>-0.06731256</td><td>-0.06415207</td></tr>\n",
       "\t<tr><th scope=row>TTLL10</th><td>-0.01868663</td><td>-0.01588442</td><td>-0.012003188</td><td>-0.01719756</td><td>-0.01573015</td><td>-0.02120875</td><td>-0.014077337</td><td>-0.02226820</td><td>-0.015176858</td><td>-0.02090179</td><td>...</td><td>-0.02099273</td><td>-0.02141113</td><td>-0.01705873</td><td>-0.01537703</td><td>-0.014297467</td><td>-0.01649790</td><td>-0.013061543</td><td>-0.02296582</td><td>-0.01748483</td><td>-0.01670742</td></tr>\n",
       "\t<tr><th scope=row>TNFRSF18</th><td>-0.18594211</td><td>-0.15669310</td><td>-0.116278961</td><td>-0.17040488</td><td>-0.15508242</td><td>-0.21216939</td><td>-0.137839812</td><td>-0.22313249</td><td>-0.149306873</td><td>-0.20898600</td><td>...</td><td>-0.20992941</td><td>-0.21426654</td><td>-0.16895537</td><td>-0.15139612</td><td>-0.140134114</td><td>-0.16309913</td><td>-0.127265793</td><td>-0.23032871</td><td>-0.17340386</td><td>-0.16528697</td></tr>\n",
       "\t<tr><th scope=row>TNFRSF4</th><td>-0.22301780</td><td>-0.18694045</td><td>-0.137306798</td><td>-0.20384410</td><td>-0.18495635</td><td> 3.24349411</td><td>-0.163742634</td><td>-0.26892563</td><td>-0.177844949</td><td>-0.25146771</td><td>...</td><td>-0.25263229</td><td>-0.25798567</td><td>-0.20205621</td><td>-0.18041683</td><td>-0.166562175</td><td>-0.19483505</td><td>-0.150762939</td><td>-0.27780072</td><td>-0.20754371</td><td>-0.19753239</td></tr>\n",
       "\t<tr><th scope=row>SDF4</th><td>-0.32340580</td><td>-0.27158064</td><td>-0.199587180</td><td>-0.29592590</td><td>-0.26871642</td><td>-0.36943654</td><td>-0.238014725</td><td>-0.38851174</td><td>-0.258439820</td><td>-0.36387775</td><td>...</td><td>-0.36552602</td><td> 4.24018604</td><td>-0.29335593</td><td>-0.26215831</td><td>-0.242103014</td><td>-0.28296367</td><td>-0.219167486</td><td>-0.40097107</td><td>-0.30123990</td><td>-0.28684779</td></tr>\n",
       "\t<tr><th scope=row>B3GALT6</th><td>-0.13639848</td><td>-0.11655326</td><td>-0.088710501</td><td>-0.12588103</td><td>-0.11545427</td><td>-0.15406008</td><td>-0.103639120</td><td>-0.16141932</td><td>-0.111507263</td><td>-0.15192108</td><td>...</td><td>-0.15255509</td><td>-0.15546865</td><td>-0.12489718</td><td>-0.11293621</td><td>-0.105216942</td><td>-0.12091712</td><td>-0.096341770</td><td>-0.16624526</td><td>-0.12791504</td><td>-0.12240502</td></tr>\n",
       "\t<tr><th scope=row>FAM132A</th><td>-0.02284210</td><td>-0.01942765</td><td>-0.014700963</td><td>-0.02102735</td><td>-0.01923975</td><td>-0.02591845</td><td>-0.017226843</td><td>-0.02721193</td><td>-0.018565868</td><td>-0.02554382</td><td>...</td><td>-0.02565480</td><td>-0.02616547</td><td>-0.02085820</td><td>-0.01880966</td><td>-0.017494912</td><td>-0.02017495</td><td>-0.015989846</td><td>-0.02806414</td><td>-0.02137737</td><td>-0.02043018</td></tr>\n",
       "\t<tr><th scope=row>RP5-902P8.12</th><td>-0.01791121</td><td>-0.01520391</td><td>-0.011458937</td><td>-0.01647233</td><td>-0.01505494</td><td>-0.02034912</td><td>-0.013459379</td><td>-0.02137331</td><td>-0.014520688</td><td>-0.02005237</td><td>...</td><td>-0.02014028</td><td>-0.02054476</td><td>-0.01633821</td><td>-0.01471396</td><td>-0.013671816</td><td>-0.01579644</td><td>-0.012479387</td><td>-0.02204771</td><td>-0.01674987</td><td>-0.01599882</td></tr>\n",
       "\t<tr><th scope=row>UBE2J2</th><td>-0.30789958</td><td>-0.25851116</td><td>-0.189998671</td><td>-0.28170282</td><td>-0.25578358</td><td>-0.35183471</td><td>-0.226557292</td><td>-0.37006417</td><td>-0.245998740</td><td>-0.34652503</td><td>...</td><td>-0.34809930</td><td>-0.35532874</td><td>-0.27925393</td><td>-0.24953903</td><td>-0.230448075</td><td>-0.26935300</td><td>-0.208624110</td><td> 1.82866270</td><td>-0.28676703</td><td>-0.27305316</td></tr>\n",
       "\t<tr><th scope=row>RP5-902P8.10</th><td>-0.01381496</td><td>-0.01164638</td><td>-0.008645562</td><td>-0.01266338</td><td>-0.01152687</td><td>-0.01575663</td><td>-0.010247048</td><td>-0.01656733</td><td>-0.011098286</td><td>-0.01552111</td><td>...</td><td>-0.01559091</td><td>-0.01591175</td><td>-0.01255590</td><td>-0.01125334</td><td>-0.010417392</td><td>-0.01212160</td><td>-0.009461780</td><td>-0.01709916</td><td>-0.01288573</td><td>-0.01228386</td></tr>\n",
       "\t<tr><th scope=row>SCNN1D</th><td>-0.02155479</td><td>-0.01834888</td><td>-0.013904835</td><td>-0.01985130</td><td>-0.01817236</td><td>-0.02444042</td><td>-0.016280605</td><td>-0.02565297</td><td>-0.017539178</td><td>-0.02408915</td><td>...</td><td>-0.02419322</td><td>-0.02467202</td><td>-0.01969247</td><td>-0.01776826</td><td>-0.016532615</td><td>-0.01905083</td><td>-0.015117400</td><td>-0.02645161</td><td>-0.02017994</td><td>-0.01929054</td></tr>\n",
       "\t<tr><th scope=row>ACAP3</th><td>-0.13559609</td><td>-0.11587865</td><td>-0.088212832</td><td>-0.12514648</td><td>-0.11478670</td><td>-0.15314343</td><td>-0.103047025</td><td>-0.16045504</td><td>-0.110864972</td><td>-0.15101828</td><td>...</td><td>-0.15164819</td><td>-0.15454289</td><td>-0.12416896</td><td>-0.11228478</td><td>-0.104614802</td><td>-0.12021449</td><td>-0.095795981</td><td>-0.16524975</td><td>-0.12716739</td><td>-0.12169284</td></tr>\n",
       "\t<tr><th scope=row>PUSL1</th><td>-0.14097056</td><td>-0.12037271</td><td>-0.091494791</td><td>-0.13005311</td><td>-0.11923233</td><td>-0.15930769</td><td>-0.106974674</td><td>-0.16694922</td><td>-0.115136976</td><td>-0.15708670</td><td>...</td><td>-0.15774501</td><td>-0.16077027</td><td>-0.12903196</td><td>-0.11661957</td><td>-0.108611306</td><td>-0.12490126</td><td>-0.099406623</td><td>-0.17196036</td><td>-0.13216431</td><td>-0.12644543</td></tr>\n",
       "\t<tr><th scope=row>CPSF3L</th><td>-0.25799951</td><td>-0.21630680</td><td>-0.158790997</td><td>-0.23585663</td><td>-0.21401054</td><td>-0.29529880</td><td>-0.189442042</td><td>-0.31084210</td><td>-0.205777926</td><td>-0.29077927</td><td>...</td><td>-0.29211892</td><td>-0.29827474</td><td>-0.23379005</td><td>-0.20875573</td><td>-0.192709137</td><td>-0.22544029</td><td>-0.174396560</td><td>-0.32102454</td><td>-0.24013201</td><td>-0.22855974</td></tr>\n",
       "\t<tr><th scope=row>GLTPD1</th><td>-0.15563523</td><td>-0.13238479</td><td>-0.099925941</td><td>-0.14330381</td><td>-0.13109957</td><td>-0.17637806</td><td>-0.117301375</td><td>-0.18503019</td><td>-0.126486099</td><td>-0.17386408</td><td>...</td><td>-0.17460920</td><td>-0.17803378</td><td>-0.14215128</td><td>-0.12815589</td><td>-0.119141857</td><td>-0.13749081</td><td>-0.108798889</td><td>-0.19070580</td><td>-0.14568713</td><td>-0.13923271</td></tr>\n",
       "\t<tr><th scope=row>...</th><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td></td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "\t<tr><th scope=row>MCM3AP-AS1</th><td>-0.06603560</td><td>-0.055695901</td><td>-0.041481046</td><td>-0.06053547</td><td>-0.055128154</td><td>-0.07537030</td><td>-0.04905808</td><td>-0.07929488</td><td>-0.053093449</td><td>-0.07423340</td><td>...</td><td>-0.07457020</td><td>-0.07611991</td><td>-0.060023284</td><td>-0.053829291</td><td>-0.049865055</td><td>-0.05795543</td><td>-0.045340923</td><td>-0.08187931</td><td>-0.06159564</td><td>-0.05872770</td></tr>\n",
       "\t<tr><th scope=row>MCM3AP</th><td>-0.13368682</td><td>-0.114268149</td><td>-0.087017504</td><td>-0.12339573</td><td>-0.113192699</td><td>-0.15096762</td><td>-0.10162988</td><td>-0.15816820</td><td>-0.109330153</td><td>-0.14887475</td><td>...</td><td>-0.14949509</td><td>-0.15234582</td><td>-0.122433018</td><td> 8.520453301</td><td>-0.103174098</td><td>-0.11853843</td><td>-0.094487535</td><td>-0.16289017</td><td>-0.12538601</td><td>-0.11999440</td></tr>\n",
       "\t<tr><th scope=row>AP001469.9</th><td>-0.03301816</td><td>-0.028035822</td><td>-0.021153558</td><td>-0.03036911</td><td>-0.027761875</td><td>-0.03751323</td><td>-0.02482893</td><td>-0.03940469</td><td>-0.026779619</td><td>-0.03696556</td><td>...</td><td>-0.03712780</td><td>-0.03787439</td><td>-0.030122305</td><td>-0.027134938</td><td>-0.025219335</td><td>-0.02912558</td><td>-0.023028246</td><td>-0.04065129</td><td>-0.03087988</td><td>-0.02949788</td></tr>\n",
       "\t<tr><th scope=row>YBEY</th><td>-0.20615467</td><td>-0.173052419</td><td>-0.127481191</td><td>-0.18856212</td><td>-0.171231785</td><td>-0.23587518</td><td>-0.15176180</td><td> 3.32682575</td><td>-0.164705862</td><td>-0.23226708</td><td>...</td><td>-0.23333635</td><td>-0.23825213</td><td>-0.186921726</td><td>-0.167066092</td><td>-0.154350131</td><td>-0.18029620</td><td>-0.139843500</td><td>-0.25645576</td><td>-0.19195652</td><td>-0.18277107</td></tr>\n",
       "\t<tr><th scope=row>C21orf58</th><td>-0.04710797</td><td>-0.040129481</td><td>-0.030419838</td><td>-0.04340306</td><td>-0.039744515</td><td>-0.05336514</td><td>-0.03561497</td><td>-0.05598656</td><td>-0.038363138</td><td>-0.05260483</td><td>...</td><td>-0.05283012</td><td>-0.05386622</td><td>-0.043057249</td><td>-0.038863024</td><td>-0.036165492</td><td>-0.04165959</td><td>-0.033072487</td><td>-0.05771039</td><td>-0.04411840</td><td>-0.04218185</td></tr>\n",
       "\t<tr><th scope=row>PCNT</th><td>-0.09493617</td><td>-0.080366934</td><td>-0.060220619</td><td>-0.08719446</td><td>-0.079564981</td><td>-0.10803461</td><td>-0.07097732</td><td>-0.11352706</td><td>-0.076689170</td><td>-0.10644194</td><td>...</td><td>-0.10691384</td><td>-0.10908434</td><td>-0.086472582</td><td>-0.077729514</td><td>-0.072120455</td><td>-0.08355648</td><td>-0.065705652</td><td>-0.11713945</td><td>-0.08868813</td><td>-0.08464585</td></tr>\n",
       "\t<tr><th scope=row>DIP2A</th><td>-0.19184175</td><td>-0.161439355</td><td>-0.119490970</td><td> 5.16111369</td><td>-0.159765992</td><td>-0.21911937</td><td>-0.14185949</td><td>-0.23052350</td><td>-0.153766561</td><td>-0.21580805</td><td>...</td><td>-0.21678936</td><td>-0.22130085</td><td>-0.174181975</td><td>-0.155936634</td><td>-0.144241315</td><td>-0.16809567</td><td>-0.130885832</td><td>-0.23800933</td><td>-0.17880596</td><td>-0.17036932</td></tr>\n",
       "\t<tr><th scope=row>S100B</th><td>-0.19907514</td><td>-0.167288937</td><td>-0.123490157</td><td>-0.18218376</td><td>-0.165540201</td><td>-0.22760801</td><td>-0.14683428</td><td> 3.47647570</td><td>-0.159271411</td><td>-0.22414404</td><td>...</td><td>-0.22517059</td><td>-0.22989006</td><td>-0.180608579</td><td>-0.161538753</td><td>-0.149321605</td><td>-0.17424603</td><td>-0.135378329</td><td>-0.24736837</td><td>-0.18544313</td><td>-0.17662275</td></tr>\n",
       "\t<tr><th scope=row>PRMT2</th><td> 1.61505576</td><td>-0.359580728</td><td>-0.264148366</td><td>-0.39165413</td><td> 2.209084414</td><td> 1.22635004</td><td>-0.31517906</td><td>-0.51228970</td><td>-0.342220551</td><td>-0.48043028</td><td>...</td><td> 1.25645557</td><td> 1.19862009</td><td>-0.388274205</td><td>-0.347136158</td><td>-0.320596917</td><td>-0.37459230</td><td>-0.290172415</td><td> 0.99960938</td><td>-0.39863825</td><td>-0.37970859</td></tr>\n",
       "\t<tr><th scope=row>MT-ND1</th><td>-0.78950734</td><td> 0.032618216</td><td>-0.400277280</td><td> 0.61338353</td><td>-1.343435680</td><td>-1.03940783</td><td> 2.63010185</td><td>-0.07223882</td><td>-0.320341007</td><td>-0.42165707</td><td>...</td><td>-0.14130899</td><td>-0.20793748</td><td>-0.592684731</td><td>-1.322090351</td><td>-1.253660363</td><td>-0.51705183</td><td>-0.554101800</td><td> 0.06622441</td><td>-0.64732668</td><td> 0.30827669</td></tr>\n",
       "\t<tr><th scope=row>MT-ND2</th><td>-0.03412425</td><td> 0.074165550</td><td> 1.037368170</td><td> 0.66580318</td><td>-1.325826651</td><td>-0.42709469</td><td> 1.02820590</td><td> 0.23901457</td><td>-0.788972194</td><td> 5.91302230</td><td>...</td><td>-0.39716849</td><td> 0.40785525</td><td>-0.140453580</td><td>-0.811080628</td><td>-0.136588697</td><td>-0.92734035</td><td> 0.726333774</td><td> 1.12557553</td><td> 0.59639188</td><td> 1.65816257</td></tr>\n",
       "\t<tr><th scope=row>MT-CO1</th><td>-0.71305590</td><td> 0.549823932</td><td>-1.234497405</td><td> 0.61094297</td><td> 0.842504332</td><td>-0.91760974</td><td>-0.58874675</td><td> 0.29897739</td><td> 1.814114739</td><td>-1.63347877</td><td>...</td><td>-0.58779665</td><td>-1.37948130</td><td> 0.437075474</td><td>-0.820973445</td><td>-1.487966405</td><td> 0.14482706</td><td>-0.704612762</td><td> 1.54649171</td><td> 0.94073098</td><td>-0.35352418</td></tr>\n",
       "\t<tr><th scope=row>MT-CO2</th><td>-1.77743532</td><td> 2.239066931</td><td> 0.222450142</td><td> 1.09846878</td><td>-1.257475856</td><td> 0.31888325</td><td>-0.66595308</td><td>-1.11835237</td><td>-0.451290203</td><td>-0.97152225</td><td>...</td><td> 0.14178076</td><td>-1.02852006</td><td> 0.511949995</td><td>-1.222985748</td><td>-1.109790023</td><td>-0.66551148</td><td> 1.365455771</td><td>-0.03256455</td><td> 0.10232715</td><td> 0.92902496</td></tr>\n",
       "\t<tr><th scope=row>MT-ATP8</th><td>-0.09158990</td><td>-0.077424178</td><td>-0.057876418</td><td>-0.08405982</td><td>-0.076645103</td><td>-0.10434343</td><td>-0.06830715</td><td>-0.10969580</td><td>-0.073851937</td><td>-0.10279187</td><td>...</td><td>-0.10325157</td><td>-0.10536619</td><td>-0.083357994</td><td>-0.074862273</td><td>-0.069416532</td><td>-0.08052345</td><td>-0.063193298</td><td>-0.11321743</td><td>-0.08551218</td><td>-0.08158225</td></tr>\n",
       "\t<tr><th scope=row>MT-ATP6</th><td> 0.25091170</td><td> 0.836951264</td><td> 0.139211277</td><td>-1.11929115</td><td> 0.235216267</td><td>-0.52689189</td><td> 0.57021876</td><td>-0.28335451</td><td>-0.337080405</td><td>-0.49445447</td><td>...</td><td>-0.50416509</td><td>-0.92301499</td><td> 0.008329587</td><td>-1.025308505</td><td>-0.221479763</td><td> 0.10006240</td><td> 1.664130205</td><td> 1.60298114</td><td>-1.13317155</td><td> 0.64520985</td></tr>\n",
       "\t<tr><th scope=row>MT-CO3</th><td>-0.62179507</td><td>-0.868679884</td><td>-1.318283456</td><td> 0.89966819</td><td>-1.216588374</td><td>-0.94810738</td><td> 1.12228061</td><td>-0.43313766</td><td> 0.003212131</td><td>-1.61486797</td><td>...</td><td> 0.23861227</td><td>-0.07225169</td><td>-0.036193590</td><td> 0.722123747</td><td> 0.202949516</td><td> 1.79442940</td><td> 1.003969897</td><td>-0.33710447</td><td>-1.37343873</td><td> 1.38074879</td></tr>\n",
       "\t<tr><th scope=row>MT-ND3</th><td> 1.19618694</td><td>-0.423602389</td><td>-0.311138173</td><td> 1.44360559</td><td>-0.419162858</td><td>-0.57279135</td><td> 2.10913433</td><td>-0.60120186</td><td> 1.846538055</td><td> 0.88461064</td><td>...</td><td>-0.56693674</td><td>-0.57825763</td><td>-0.457235979</td><td>-0.408985127</td><td>-0.377758225</td><td>-0.44121111</td><td> 2.387780007</td><td> 1.90011155</td><td>-0.46935860</td><td>-0.44720631</td></tr>\n",
       "\t<tr><th scope=row>MT-ND4L</th><td>-0.26971689</td><td>-0.226224266</td><td>-0.166142121</td><td>-0.24662523</td><td>-0.223827267</td><td>-0.30857346</td><td>-0.19817143</td><td>-0.32474906</td><td>-0.215232180</td><td>-0.30386817</td><td>...</td><td> 2.58509333</td><td>-0.31167126</td><td>-0.244469249</td><td>-0.218341321</td><td>-0.201584070</td><td>-0.23575690</td><td>-0.182452188</td><td>-0.33534000</td><td>-0.25108510</td><td>-0.23901207</td></tr>\n",
       "\t<tr><th scope=row>MT-ND4</th><td>-0.27356209</td><td>-0.163429799</td><td>-1.171201096</td><td> 0.36667578</td><td> 2.452676781</td><td>-0.63853764</td><td>-1.32249453</td><td>-0.76701019</td><td>-1.394755161</td><td>-0.87208628</td><td>...</td><td>-1.15319110</td><td>-0.66409020</td><td>-1.506340668</td><td>-0.514886591</td><td>-1.337393503</td><td>-0.67230497</td><td> 2.136022599</td><td>-0.14981661</td><td>-0.43018326</td><td> 0.87399116</td></tr>\n",
       "\t<tr><th scope=row>MT-ND5</th><td>-0.71215716</td><td> 0.750452021</td><td> 3.537355216</td><td> 1.76220055</td><td>-0.601823973</td><td>-0.79895333</td><td>-0.53679253</td><td>-0.02656687</td><td> 0.868898973</td><td>-0.78878120</td><td>...</td><td> 0.09711814</td><td> 0.91597669</td><td>-0.652453803</td><td>-0.588107585</td><td>-0.545569234</td><td> 3.22643836</td><td> 1.286399912</td><td>-0.08929696</td><td>-0.66834083</td><td>-0.63922298</td></tr>\n",
       "\t<tr><th scope=row>MT-ND6</th><td>-0.25501189</td><td>-0.213780977</td><td>-0.156921660</td><td> 3.73976504</td><td>-0.211510535</td><td>-0.29191055</td><td>-0.18722040</td><td>-0.30729086</td><td>-0.203370756</td><td> 2.80081540</td><td>...</td><td>-0.28876431</td><td>-0.29485509</td><td>-0.231068940</td><td>-0.206314929</td><td>-0.190450257</td><td>-0.22281217</td><td>-0.172347213</td><td>-0.31736788</td><td>-0.23734063</td><td>-0.22589682</td></tr>\n",
       "\t<tr><th scope=row>MT-CYB</th><td>-0.39323553</td><td> 0.548820088</td><td> 0.337133850</td><td> 0.25541592</td><td>-0.368909949</td><td>-0.71620596</td><td>-0.09324663</td><td> 0.24373121</td><td>-1.290585033</td><td>-0.98135209</td><td>...</td><td>-0.39346739</td><td>-1.31469207</td><td>-0.557575034</td><td>-1.302844934</td><td>-1.234797423</td><td> 1.29377509</td><td> 2.613670398</td><td> 0.62391768</td><td>-1.01759392</td><td> 2.97017819</td></tr>\n",
       "\t<tr><th scope=row>AC145212.1</th><td>-0.07465565</td><td>-0.062862421</td><td>-0.046684517</td><td>-0.06838000</td><td>-0.062215424</td><td>-0.08531704</td><td>-0.05530219</td><td>-0.08980282</td><td>-0.059897231</td><td>-0.08401792</td><td>...</td><td>-0.08440276</td><td>-0.08617370</td><td>-0.067795854</td><td>-0.060735499</td><td>-0.056220805</td><td>-0.06543796</td><td>-0.051072748</td><td>-0.09275778</td><td>-0.06958926</td><td>-0.06631846</td></tr>\n",
       "\t<tr><th scope=row>AC011043.1</th><td>-0.02403825</td><td>-0.020421164</td><td>-0.015422240</td><td>-0.02211523</td><td>-0.020222247</td><td>-0.02730080</td><td>-0.01809229</td><td>-0.02867351</td><td>-0.019508980</td><td>-0.02690333</td><td>...</td><td>-0.02702107</td><td>-0.02756291</td><td>-0.021936053</td><td>-0.019767002</td><td>-0.018375845</td><td>-0.02121241</td><td>-0.016784293</td><td>-0.02957819</td><td>-0.02248604</td><td>-0.02148272</td></tr>\n",
       "\t<tr><th scope=row>AL592183.1</th><td>-0.30701363</td><td>-0.257763723</td><td>-0.189449180</td><td>-0.28088981</td><td>-0.255043912</td><td> 2.12409698</td><td>-0.22590150</td><td>-0.36901096</td><td>-0.245287024</td><td>-0.34553409</td><td>...</td><td>-0.34710416</td><td>-0.35431435</td><td>-0.278447797</td><td>-0.248817187</td><td>-0.229781053</td><td>-0.26857479</td><td>-0.208020299</td><td>-0.38089488</td><td>-0.28593982</td><td>-0.27226450</td></tr>\n",
       "\t<tr><th scope=row>AC011841.1</th><td>-0.02460551</td><td>-0.020891200</td><td>-0.015761950</td><td>-0.02263053</td><td>-0.020687002</td><td>-0.02795750</td><td>-0.01850097</td><td>-0.02936829</td><td>-0.019954859</td><td>-0.02754905</td><td>...</td><td>-0.02767005</td><td>-0.02822686</td><td>-0.022446539</td><td>-0.020219698</td><td>-0.018791938</td><td>-0.02170353</td><td>-0.017158990</td><td>-0.03029819</td><td>-0.02301131</td><td>-0.02198105</td></tr>\n",
       "\t<tr><th scope=row>AL354822.1</th><td>-0.04562293</td><td>-0.038884229</td><td>-0.029504871</td><td>-0.04204545</td><td>-0.038512452</td><td>-0.05166476</td><td>-0.03452399</td><td>-0.05419610</td><td>-0.037178357</td><td>-0.05093059</td><td>...</td><td>-0.05114813</td><td>-0.05214860</td><td>-0.041711523</td><td>-0.037661142</td><td>-0.035055751</td><td>-0.04036186</td><td>-0.032067890</td><td>-0.05586079</td><td>-0.04273620</td><td>-0.04086619</td></tr>\n",
       "\t<tr><th scope=row>KIR2DL2</th><td>-0.01152357</td><td>-0.009856861</td><td>-0.007459875</td><td>-0.01064562</td><td>-0.009763367</td><td>-0.01296607</td><td>-0.00875171</td><td>-0.01355395</td><td>-0.009426690</td><td>-0.01279369</td><td>...</td><td>-0.01284485</td><td>-0.01307923</td><td>-0.010562851</td><td>-0.009548737</td><td>-0.008887444</td><td>-0.01022697</td><td>-0.008121791</td><td>-0.01393490</td><td>-0.01081641</td><td>-0.01035273</td></tr>\n",
       "\t<tr><th scope=row>PNRC2-1</th><td> 5.83466121</td><td>-0.132354614</td><td>-0.099905270</td><td>-0.14327032</td><td>-0.131069779</td><td>-0.17633428</td><td>-0.11727569</td><td>-0.18498368</td><td>-0.126457691</td><td>-0.17382109</td><td>...</td><td>-0.17456597</td><td>-0.17798948</td><td>-0.142118140</td><td>-0.128126985</td><td>-0.119115629</td><td>-0.13745909</td><td>-0.108775681</td><td>-0.19065749</td><td> 6.31132555</td><td>-0.13920046</td></tr>\n",
       "\t<tr><th scope=row>SRSF10-1</th><td>-0.14541023</td><td>-0.124044319</td><td>-0.094120378</td><td>-0.13408394</td><td>-0.122861858</td><td>-0.16444061</td><td>-0.11015556</td><td>-0.17237267</td><td>-0.118615847</td><td>-0.16213533</td><td>...</td><td>-0.16281862</td><td>-0.16595874</td><td>-0.133024732</td><td>-0.120152904</td><td>-0.111851679</td><td>-0.12874048</td><td>-0.102314272</td><td>-0.17757466</td><td>-0.13627391</td><td>-0.13034198</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A matrix: 16809 x 33148 of type dbl\n",
       "\\begin{tabular}{r|lllllllllllllllllllll}\n",
       "  & X0 & X1 & X2 & X3 & X4 & X5 & X6 & X7 & X8 & X9 & ... & X33138 & X33139 & X33140 & X33141 & X33142 & X33143 & X33144 & X33145 & X33146 & X33147\\\\\n",
       "\\hline\n",
       "\tAL627309.1 & -0.05277274 & -0.04482202 & -0.033793468 & -0.04854974 & -0.04438390 & -0.05991201 & -0.039688286 & -0.06290471 & -0.042812323 & -0.05904416 & ... & -0.05930130 & -0.06048400 & -0.04815578 & -0.04338095 & -0.040313814 & -0.04656392 & -0.036801438 & -0.06487301 & -0.04936480 & -0.04715867\\\\\n",
       "\tAP006222.2 & -0.01547575 & -0.01306199 & -0.009736035 & -0.01419241 & -0.01292931 & -0.01765010 & -0.011509872 & -0.01856275 & -0.012453684 & -0.01738554 & ... & -0.01746393 & -0.01782449 & -0.01407283 & -0.01262571 & -0.011698664 & -0.01358991 & -0.010639920 & -0.01916323 & -0.01443990 & -0.01377028\\\\\n",
       "\tRP11-206L10.2 & -0.02403825 & -0.02042116 & -0.015422240 & -0.02211523 & -0.02022225 & -0.02730080 & -0.018092293 & -0.02867351 & -0.019508980 & -0.02690333 & ... & -0.02702107 & -0.02756291 & -0.02193605 & -0.01976700 & -0.018375845 & -0.02121241 & -0.016784293 & -0.02957819 & -0.02248604 & -0.02148272\\\\\n",
       "\tRP11-206L10.9 & -0.02515426 & -0.02134605 & -0.016090874 & -0.02312910 & -0.02113675 & -0.02859262 & -0.018896544 & -0.03004015 & -0.020386373 & -0.02817357 & ... & -0.02829770 & -0.02886898 & -0.02294046 & -0.02065780 & -0.019194674 & -0.02217874 & -0.017521725 & -0.03099440 & -0.02351951 & -0.02246325\\\\\n",
       "\tFAM87B & -0.01223466 & -0.01038578 & -0.007774598 & -0.01125716 & -0.01028290 & -0.01385913 & -0.009175195 & -0.01452807 & -0.009913164 & -0.01366375 & ... & -0.01372170 & -0.01398757 & -0.01116542 & -0.01004707 & -0.009323248 & -0.01079386 & -0.008490347 & -0.01496379 & -0.01144667 & -0.01093284\\\\\n",
       "\tLINC00115 & -0.07447301 & -0.06270899 & -0.046571069 & -0.06821291 & -0.06206359 & -0.08510800 & -0.055167459 & -0.08958267 & -0.059751135 & -0.08381210 & ... & -0.08419599 & -0.08596254 & -0.06763021 & -0.06058733 & -0.056083801 & -0.06527816 & -0.050948467 & -0.09253031 & -0.06941917 & -0.06615647\\\\\n",
       "\tFAM41C & -0.02345097 & -0.01993404 & -0.015069488 & -0.02158147 & -0.01974056 & -0.02662143 & -0.017668408 & -0.02795495 & -0.019046748 & -0.02623526 & ... & -0.02634966 & -0.02687608 & -0.02140725 & -0.01929774 & -0.017944317 & -0.02070357 & -0.016395449 & -0.02883366 & -0.02194201 & -0.02096643\\\\\n",
       "\tNOC2L & -0.27794998 & -0.23319592 & -0.171310753 & -0.25419378 & -0.23072823 & -0.31789501 & -0.204308906 & -0.33451160 & -0.221878728 & -0.31306005 & ... & -0.31449335 & -0.32107784 &  3.41058861 & -0.22508006 & -0.207823792 & -0.24300855 & -0.188116180 & -0.34538711 & -0.25878295 & -0.24635889\\\\\n",
       "\tKLHL17 & -0.03543159 & -0.03013645 & -0.022803157 & -0.03261755 & -0.02984499 & -0.04020014 & -0.026722329 & -0.04220438 & -0.028799648 & -0.03961957 & ... & -0.03979157 & -0.04058294 & -0.03235522 & -0.02917784 & -0.027138223 & -0.03129555 & -0.024803082 & -0.04352459 & -0.03316037 & -0.03169141\\\\\n",
       "\tPLEKHN1 & -0.02546714 & -0.02160567 & -0.016278978 & -0.02341352 & -0.02139347 & -0.02895444 & -0.019122510 & -0.03042279 & -0.020632743 & -0.02852938 & ... & -0.02865529 & -0.02923476 & -0.02322225 & -0.02090791 & -0.019424706 & -0.02244991 & -0.017729040 & -0.03139083 & -0.02380939 & -0.02273837\\\\\n",
       "\tRP11-54O7.17 & -0.03394496 & -0.02884200 & -0.021786119 & -0.03123226 & -0.02856130 & -0.03854565 & -0.025555299 & -0.04048073 & -0.027554747 & -0.03798527 & ... & -0.03815128 & -0.03891518 & -0.03097947 & -0.02791888 & -0.025955516 & -0.02995848 & -0.023708984 & -0.04175581 & -0.03175539 & -0.03033986\\\\\n",
       "\tHES4 & -0.22872039 & -0.19168474 & -0.140724658 & -0.20903864 & -0.18964768 & -0.26194811 & -0.167867004 & -0.27582625 & -0.182346349 & -0.25791644 & ... & -0.25911131 & -0.26460371 & -0.20720323 & -0.18498694 & -0.170761949 & -0.19978984 & -0.154540220 &  2.77590350 & -0.21283654 & -0.20255902\\\\\n",
       "\tRP11-54O7.11 & -0.01223466 & -0.01038578 & -0.007774598 & -0.01125716 & -0.01028290 & -0.01385913 & -0.009175195 & -0.01452807 & -0.009913164 & -0.01366375 & ... & -0.01372170 & -0.01398757 & -0.01116542 & -0.01004707 & -0.009323248 & -0.01079386 & -0.008490347 & -0.01496379 & -0.01144667 & -0.01093284\\\\\n",
       "\tISG15 & -0.73125032 & -0.62554066 & -0.467300272 & -0.67613352 & -0.61948395 & -0.81858493 & -0.553257390 & -0.08223127 & -0.597578217 &  0.04780283 & ... & -0.81141474 &  4.11242418 &  0.50365776 & -0.60553586 &  0.951605723 & -0.64939637 &  1.202579597 & -0.14352118 &  1.57710405 & -0.65745656\\\\\n",
       "\tAGRN & -0.03993044 & -0.03403717 & -0.025844304 & -0.03680082 & -0.03371225 & -0.04522215 & -0.030227514 & -0.04744195 & -0.032546437 & -0.04457866 & ... & -0.04476931 & -0.04564631 & -0.03650881 & -0.03296830 & -0.030692016 & -0.03532877 & -0.028082392 & -0.04890276 & -0.03740491 & -0.03576969\\\\\n",
       "\tC1orf159 & -0.07220785 & -0.06081244 & -0.045176925 & -0.06614410 & -0.06018722 & -0.08250839 & -0.053506252 & -0.08684209 & -0.057946995 & -0.08125328 & ... & -0.08162509 & -0.08333601 & -0.06557966 & -0.05875708 & -0.054394047 & -0.06330125 & -0.049418506 & -0.08969681 & -0.06731256 & -0.06415207\\\\\n",
       "\tTTLL10 & -0.01868663 & -0.01588442 & -0.012003188 & -0.01719756 & -0.01573015 & -0.02120875 & -0.014077337 & -0.02226820 & -0.015176858 & -0.02090179 & ... & -0.02099273 & -0.02141113 & -0.01705873 & -0.01537703 & -0.014297467 & -0.01649790 & -0.013061543 & -0.02296582 & -0.01748483 & -0.01670742\\\\\n",
       "\tTNFRSF18 & -0.18594211 & -0.15669310 & -0.116278961 & -0.17040488 & -0.15508242 & -0.21216939 & -0.137839812 & -0.22313249 & -0.149306873 & -0.20898600 & ... & -0.20992941 & -0.21426654 & -0.16895537 & -0.15139612 & -0.140134114 & -0.16309913 & -0.127265793 & -0.23032871 & -0.17340386 & -0.16528697\\\\\n",
       "\tTNFRSF4 & -0.22301780 & -0.18694045 & -0.137306798 & -0.20384410 & -0.18495635 &  3.24349411 & -0.163742634 & -0.26892563 & -0.177844949 & -0.25146771 & ... & -0.25263229 & -0.25798567 & -0.20205621 & -0.18041683 & -0.166562175 & -0.19483505 & -0.150762939 & -0.27780072 & -0.20754371 & -0.19753239\\\\\n",
       "\tSDF4 & -0.32340580 & -0.27158064 & -0.199587180 & -0.29592590 & -0.26871642 & -0.36943654 & -0.238014725 & -0.38851174 & -0.258439820 & -0.36387775 & ... & -0.36552602 &  4.24018604 & -0.29335593 & -0.26215831 & -0.242103014 & -0.28296367 & -0.219167486 & -0.40097107 & -0.30123990 & -0.28684779\\\\\n",
       "\tB3GALT6 & -0.13639848 & -0.11655326 & -0.088710501 & -0.12588103 & -0.11545427 & -0.15406008 & -0.103639120 & -0.16141932 & -0.111507263 & -0.15192108 & ... & -0.15255509 & -0.15546865 & -0.12489718 & -0.11293621 & -0.105216942 & -0.12091712 & -0.096341770 & -0.16624526 & -0.12791504 & -0.12240502\\\\\n",
       "\tFAM132A & -0.02284210 & -0.01942765 & -0.014700963 & -0.02102735 & -0.01923975 & -0.02591845 & -0.017226843 & -0.02721193 & -0.018565868 & -0.02554382 & ... & -0.02565480 & -0.02616547 & -0.02085820 & -0.01880966 & -0.017494912 & -0.02017495 & -0.015989846 & -0.02806414 & -0.02137737 & -0.02043018\\\\\n",
       "\tRP5-902P8.12 & -0.01791121 & -0.01520391 & -0.011458937 & -0.01647233 & -0.01505494 & -0.02034912 & -0.013459379 & -0.02137331 & -0.014520688 & -0.02005237 & ... & -0.02014028 & -0.02054476 & -0.01633821 & -0.01471396 & -0.013671816 & -0.01579644 & -0.012479387 & -0.02204771 & -0.01674987 & -0.01599882\\\\\n",
       "\tUBE2J2 & -0.30789958 & -0.25851116 & -0.189998671 & -0.28170282 & -0.25578358 & -0.35183471 & -0.226557292 & -0.37006417 & -0.245998740 & -0.34652503 & ... & -0.34809930 & -0.35532874 & -0.27925393 & -0.24953903 & -0.230448075 & -0.26935300 & -0.208624110 &  1.82866270 & -0.28676703 & -0.27305316\\\\\n",
       "\tRP5-902P8.10 & -0.01381496 & -0.01164638 & -0.008645562 & -0.01266338 & -0.01152687 & -0.01575663 & -0.010247048 & -0.01656733 & -0.011098286 & -0.01552111 & ... & -0.01559091 & -0.01591175 & -0.01255590 & -0.01125334 & -0.010417392 & -0.01212160 & -0.009461780 & -0.01709916 & -0.01288573 & -0.01228386\\\\\n",
       "\tSCNN1D & -0.02155479 & -0.01834888 & -0.013904835 & -0.01985130 & -0.01817236 & -0.02444042 & -0.016280605 & -0.02565297 & -0.017539178 & -0.02408915 & ... & -0.02419322 & -0.02467202 & -0.01969247 & -0.01776826 & -0.016532615 & -0.01905083 & -0.015117400 & -0.02645161 & -0.02017994 & -0.01929054\\\\\n",
       "\tACAP3 & -0.13559609 & -0.11587865 & -0.088212832 & -0.12514648 & -0.11478670 & -0.15314343 & -0.103047025 & -0.16045504 & -0.110864972 & -0.15101828 & ... & -0.15164819 & -0.15454289 & -0.12416896 & -0.11228478 & -0.104614802 & -0.12021449 & -0.095795981 & -0.16524975 & -0.12716739 & -0.12169284\\\\\n",
       "\tPUSL1 & -0.14097056 & -0.12037271 & -0.091494791 & -0.13005311 & -0.11923233 & -0.15930769 & -0.106974674 & -0.16694922 & -0.115136976 & -0.15708670 & ... & -0.15774501 & -0.16077027 & -0.12903196 & -0.11661957 & -0.108611306 & -0.12490126 & -0.099406623 & -0.17196036 & -0.13216431 & -0.12644543\\\\\n",
       "\tCPSF3L & -0.25799951 & -0.21630680 & -0.158790997 & -0.23585663 & -0.21401054 & -0.29529880 & -0.189442042 & -0.31084210 & -0.205777926 & -0.29077927 & ... & -0.29211892 & -0.29827474 & -0.23379005 & -0.20875573 & -0.192709137 & -0.22544029 & -0.174396560 & -0.32102454 & -0.24013201 & -0.22855974\\\\\n",
       "\tGLTPD1 & -0.15563523 & -0.13238479 & -0.099925941 & -0.14330381 & -0.13109957 & -0.17637806 & -0.117301375 & -0.18503019 & -0.126486099 & -0.17386408 & ... & -0.17460920 & -0.17803378 & -0.14215128 & -0.12815589 & -0.119141857 & -0.13749081 & -0.108798889 & -0.19070580 & -0.14568713 & -0.13923271\\\\\n",
       "\t... & ... & ... & ... & ... & ... & ... & ... & ... & ... & ... &  & ... & ... & ... & ... & ... & ... & ... & ... & ... & ...\\\\\n",
       "\tMCM3AP-AS1 & -0.06603560 & -0.055695901 & -0.041481046 & -0.06053547 & -0.055128154 & -0.07537030 & -0.04905808 & -0.07929488 & -0.053093449 & -0.07423340 & ... & -0.07457020 & -0.07611991 & -0.060023284 & -0.053829291 & -0.049865055 & -0.05795543 & -0.045340923 & -0.08187931 & -0.06159564 & -0.05872770\\\\\n",
       "\tMCM3AP & -0.13368682 & -0.114268149 & -0.087017504 & -0.12339573 & -0.113192699 & -0.15096762 & -0.10162988 & -0.15816820 & -0.109330153 & -0.14887475 & ... & -0.14949509 & -0.15234582 & -0.122433018 &  8.520453301 & -0.103174098 & -0.11853843 & -0.094487535 & -0.16289017 & -0.12538601 & -0.11999440\\\\\n",
       "\tAP001469.9 & -0.03301816 & -0.028035822 & -0.021153558 & -0.03036911 & -0.027761875 & -0.03751323 & -0.02482893 & -0.03940469 & -0.026779619 & -0.03696556 & ... & -0.03712780 & -0.03787439 & -0.030122305 & -0.027134938 & -0.025219335 & -0.02912558 & -0.023028246 & -0.04065129 & -0.03087988 & -0.02949788\\\\\n",
       "\tYBEY & -0.20615467 & -0.173052419 & -0.127481191 & -0.18856212 & -0.171231785 & -0.23587518 & -0.15176180 &  3.32682575 & -0.164705862 & -0.23226708 & ... & -0.23333635 & -0.23825213 & -0.186921726 & -0.167066092 & -0.154350131 & -0.18029620 & -0.139843500 & -0.25645576 & -0.19195652 & -0.18277107\\\\\n",
       "\tC21orf58 & -0.04710797 & -0.040129481 & -0.030419838 & -0.04340306 & -0.039744515 & -0.05336514 & -0.03561497 & -0.05598656 & -0.038363138 & -0.05260483 & ... & -0.05283012 & -0.05386622 & -0.043057249 & -0.038863024 & -0.036165492 & -0.04165959 & -0.033072487 & -0.05771039 & -0.04411840 & -0.04218185\\\\\n",
       "\tPCNT & -0.09493617 & -0.080366934 & -0.060220619 & -0.08719446 & -0.079564981 & -0.10803461 & -0.07097732 & -0.11352706 & -0.076689170 & -0.10644194 & ... & -0.10691384 & -0.10908434 & -0.086472582 & -0.077729514 & -0.072120455 & -0.08355648 & -0.065705652 & -0.11713945 & -0.08868813 & -0.08464585\\\\\n",
       "\tDIP2A & -0.19184175 & -0.161439355 & -0.119490970 &  5.16111369 & -0.159765992 & -0.21911937 & -0.14185949 & -0.23052350 & -0.153766561 & -0.21580805 & ... & -0.21678936 & -0.22130085 & -0.174181975 & -0.155936634 & -0.144241315 & -0.16809567 & -0.130885832 & -0.23800933 & -0.17880596 & -0.17036932\\\\\n",
       "\tS100B & -0.19907514 & -0.167288937 & -0.123490157 & -0.18218376 & -0.165540201 & -0.22760801 & -0.14683428 &  3.47647570 & -0.159271411 & -0.22414404 & ... & -0.22517059 & -0.22989006 & -0.180608579 & -0.161538753 & -0.149321605 & -0.17424603 & -0.135378329 & -0.24736837 & -0.18544313 & -0.17662275\\\\\n",
       "\tPRMT2 &  1.61505576 & -0.359580728 & -0.264148366 & -0.39165413 &  2.209084414 &  1.22635004 & -0.31517906 & -0.51228970 & -0.342220551 & -0.48043028 & ... &  1.25645557 &  1.19862009 & -0.388274205 & -0.347136158 & -0.320596917 & -0.37459230 & -0.290172415 &  0.99960938 & -0.39863825 & -0.37970859\\\\\n",
       "\tMT-ND1 & -0.78950734 &  0.032618216 & -0.400277280 &  0.61338353 & -1.343435680 & -1.03940783 &  2.63010185 & -0.07223882 & -0.320341007 & -0.42165707 & ... & -0.14130899 & -0.20793748 & -0.592684731 & -1.322090351 & -1.253660363 & -0.51705183 & -0.554101800 &  0.06622441 & -0.64732668 &  0.30827669\\\\\n",
       "\tMT-ND2 & -0.03412425 &  0.074165550 &  1.037368170 &  0.66580318 & -1.325826651 & -0.42709469 &  1.02820590 &  0.23901457 & -0.788972194 &  5.91302230 & ... & -0.39716849 &  0.40785525 & -0.140453580 & -0.811080628 & -0.136588697 & -0.92734035 &  0.726333774 &  1.12557553 &  0.59639188 &  1.65816257\\\\\n",
       "\tMT-CO1 & -0.71305590 &  0.549823932 & -1.234497405 &  0.61094297 &  0.842504332 & -0.91760974 & -0.58874675 &  0.29897739 &  1.814114739 & -1.63347877 & ... & -0.58779665 & -1.37948130 &  0.437075474 & -0.820973445 & -1.487966405 &  0.14482706 & -0.704612762 &  1.54649171 &  0.94073098 & -0.35352418\\\\\n",
       "\tMT-CO2 & -1.77743532 &  2.239066931 &  0.222450142 &  1.09846878 & -1.257475856 &  0.31888325 & -0.66595308 & -1.11835237 & -0.451290203 & -0.97152225 & ... &  0.14178076 & -1.02852006 &  0.511949995 & -1.222985748 & -1.109790023 & -0.66551148 &  1.365455771 & -0.03256455 &  0.10232715 &  0.92902496\\\\\n",
       "\tMT-ATP8 & -0.09158990 & -0.077424178 & -0.057876418 & -0.08405982 & -0.076645103 & -0.10434343 & -0.06830715 & -0.10969580 & -0.073851937 & -0.10279187 & ... & -0.10325157 & -0.10536619 & -0.083357994 & -0.074862273 & -0.069416532 & -0.08052345 & -0.063193298 & -0.11321743 & -0.08551218 & -0.08158225\\\\\n",
       "\tMT-ATP6 &  0.25091170 &  0.836951264 &  0.139211277 & -1.11929115 &  0.235216267 & -0.52689189 &  0.57021876 & -0.28335451 & -0.337080405 & -0.49445447 & ... & -0.50416509 & -0.92301499 &  0.008329587 & -1.025308505 & -0.221479763 &  0.10006240 &  1.664130205 &  1.60298114 & -1.13317155 &  0.64520985\\\\\n",
       "\tMT-CO3 & -0.62179507 & -0.868679884 & -1.318283456 &  0.89966819 & -1.216588374 & -0.94810738 &  1.12228061 & -0.43313766 &  0.003212131 & -1.61486797 & ... &  0.23861227 & -0.07225169 & -0.036193590 &  0.722123747 &  0.202949516 &  1.79442940 &  1.003969897 & -0.33710447 & -1.37343873 &  1.38074879\\\\\n",
       "\tMT-ND3 &  1.19618694 & -0.423602389 & -0.311138173 &  1.44360559 & -0.419162858 & -0.57279135 &  2.10913433 & -0.60120186 &  1.846538055 &  0.88461064 & ... & -0.56693674 & -0.57825763 & -0.457235979 & -0.408985127 & -0.377758225 & -0.44121111 &  2.387780007 &  1.90011155 & -0.46935860 & -0.44720631\\\\\n",
       "\tMT-ND4L & -0.26971689 & -0.226224266 & -0.166142121 & -0.24662523 & -0.223827267 & -0.30857346 & -0.19817143 & -0.32474906 & -0.215232180 & -0.30386817 & ... &  2.58509333 & -0.31167126 & -0.244469249 & -0.218341321 & -0.201584070 & -0.23575690 & -0.182452188 & -0.33534000 & -0.25108510 & -0.23901207\\\\\n",
       "\tMT-ND4 & -0.27356209 & -0.163429799 & -1.171201096 &  0.36667578 &  2.452676781 & -0.63853764 & -1.32249453 & -0.76701019 & -1.394755161 & -0.87208628 & ... & -1.15319110 & -0.66409020 & -1.506340668 & -0.514886591 & -1.337393503 & -0.67230497 &  2.136022599 & -0.14981661 & -0.43018326 &  0.87399116\\\\\n",
       "\tMT-ND5 & -0.71215716 &  0.750452021 &  3.537355216 &  1.76220055 & -0.601823973 & -0.79895333 & -0.53679253 & -0.02656687 &  0.868898973 & -0.78878120 & ... &  0.09711814 &  0.91597669 & -0.652453803 & -0.588107585 & -0.545569234 &  3.22643836 &  1.286399912 & -0.08929696 & -0.66834083 & -0.63922298\\\\\n",
       "\tMT-ND6 & -0.25501189 & -0.213780977 & -0.156921660 &  3.73976504 & -0.211510535 & -0.29191055 & -0.18722040 & -0.30729086 & -0.203370756 &  2.80081540 & ... & -0.28876431 & -0.29485509 & -0.231068940 & -0.206314929 & -0.190450257 & -0.22281217 & -0.172347213 & -0.31736788 & -0.23734063 & -0.22589682\\\\\n",
       "\tMT-CYB & -0.39323553 &  0.548820088 &  0.337133850 &  0.25541592 & -0.368909949 & -0.71620596 & -0.09324663 &  0.24373121 & -1.290585033 & -0.98135209 & ... & -0.39346739 & -1.31469207 & -0.557575034 & -1.302844934 & -1.234797423 &  1.29377509 &  2.613670398 &  0.62391768 & -1.01759392 &  2.97017819\\\\\n",
       "\tAC145212.1 & -0.07465565 & -0.062862421 & -0.046684517 & -0.06838000 & -0.062215424 & -0.08531704 & -0.05530219 & -0.08980282 & -0.059897231 & -0.08401792 & ... & -0.08440276 & -0.08617370 & -0.067795854 & -0.060735499 & -0.056220805 & -0.06543796 & -0.051072748 & -0.09275778 & -0.06958926 & -0.06631846\\\\\n",
       "\tAC011043.1 & -0.02403825 & -0.020421164 & -0.015422240 & -0.02211523 & -0.020222247 & -0.02730080 & -0.01809229 & -0.02867351 & -0.019508980 & -0.02690333 & ... & -0.02702107 & -0.02756291 & -0.021936053 & -0.019767002 & -0.018375845 & -0.02121241 & -0.016784293 & -0.02957819 & -0.02248604 & -0.02148272\\\\\n",
       "\tAL592183.1 & -0.30701363 & -0.257763723 & -0.189449180 & -0.28088981 & -0.255043912 &  2.12409698 & -0.22590150 & -0.36901096 & -0.245287024 & -0.34553409 & ... & -0.34710416 & -0.35431435 & -0.278447797 & -0.248817187 & -0.229781053 & -0.26857479 & -0.208020299 & -0.38089488 & -0.28593982 & -0.27226450\\\\\n",
       "\tAC011841.1 & -0.02460551 & -0.020891200 & -0.015761950 & -0.02263053 & -0.020687002 & -0.02795750 & -0.01850097 & -0.02936829 & -0.019954859 & -0.02754905 & ... & -0.02767005 & -0.02822686 & -0.022446539 & -0.020219698 & -0.018791938 & -0.02170353 & -0.017158990 & -0.03029819 & -0.02301131 & -0.02198105\\\\\n",
       "\tAL354822.1 & -0.04562293 & -0.038884229 & -0.029504871 & -0.04204545 & -0.038512452 & -0.05166476 & -0.03452399 & -0.05419610 & -0.037178357 & -0.05093059 & ... & -0.05114813 & -0.05214860 & -0.041711523 & -0.037661142 & -0.035055751 & -0.04036186 & -0.032067890 & -0.05586079 & -0.04273620 & -0.04086619\\\\\n",
       "\tKIR2DL2 & -0.01152357 & -0.009856861 & -0.007459875 & -0.01064562 & -0.009763367 & -0.01296607 & -0.00875171 & -0.01355395 & -0.009426690 & -0.01279369 & ... & -0.01284485 & -0.01307923 & -0.010562851 & -0.009548737 & -0.008887444 & -0.01022697 & -0.008121791 & -0.01393490 & -0.01081641 & -0.01035273\\\\\n",
       "\tPNRC2-1 &  5.83466121 & -0.132354614 & -0.099905270 & -0.14327032 & -0.131069779 & -0.17633428 & -0.11727569 & -0.18498368 & -0.126457691 & -0.17382109 & ... & -0.17456597 & -0.17798948 & -0.142118140 & -0.128126985 & -0.119115629 & -0.13745909 & -0.108775681 & -0.19065749 &  6.31132555 & -0.13920046\\\\\n",
       "\tSRSF10-1 & -0.14541023 & -0.124044319 & -0.094120378 & -0.13408394 & -0.122861858 & -0.16444061 & -0.11015556 & -0.17237267 & -0.118615847 & -0.16213533 & ... & -0.16281862 & -0.16595874 & -0.133024732 & -0.120152904 & -0.111851679 & -0.12874048 & -0.102314272 & -0.17757466 & -0.13627391 & -0.13034198\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A matrix: 16809 x 33148 of type dbl\n",
       "\n",
       "| <!--/--> | X0 | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | ... | X33138 | X33139 | X33140 | X33141 | X33142 | X33143 | X33144 | X33145 | X33146 | X33147 |\n",
       "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
       "| AL627309.1 | -0.05277274 | -0.04482202 | -0.033793468 | -0.04854974 | -0.04438390 | -0.05991201 | -0.039688286 | -0.06290471 | -0.042812323 | -0.05904416 | ... | -0.05930130 | -0.06048400 | -0.04815578 | -0.04338095 | -0.040313814 | -0.04656392 | -0.036801438 | -0.06487301 | -0.04936480 | -0.04715867 |\n",
       "| AP006222.2 | -0.01547575 | -0.01306199 | -0.009736035 | -0.01419241 | -0.01292931 | -0.01765010 | -0.011509872 | -0.01856275 | -0.012453684 | -0.01738554 | ... | -0.01746393 | -0.01782449 | -0.01407283 | -0.01262571 | -0.011698664 | -0.01358991 | -0.010639920 | -0.01916323 | -0.01443990 | -0.01377028 |\n",
       "| RP11-206L10.2 | -0.02403825 | -0.02042116 | -0.015422240 | -0.02211523 | -0.02022225 | -0.02730080 | -0.018092293 | -0.02867351 | -0.019508980 | -0.02690333 | ... | -0.02702107 | -0.02756291 | -0.02193605 | -0.01976700 | -0.018375845 | -0.02121241 | -0.016784293 | -0.02957819 | -0.02248604 | -0.02148272 |\n",
       "| RP11-206L10.9 | -0.02515426 | -0.02134605 | -0.016090874 | -0.02312910 | -0.02113675 | -0.02859262 | -0.018896544 | -0.03004015 | -0.020386373 | -0.02817357 | ... | -0.02829770 | -0.02886898 | -0.02294046 | -0.02065780 | -0.019194674 | -0.02217874 | -0.017521725 | -0.03099440 | -0.02351951 | -0.02246325 |\n",
       "| FAM87B | -0.01223466 | -0.01038578 | -0.007774598 | -0.01125716 | -0.01028290 | -0.01385913 | -0.009175195 | -0.01452807 | -0.009913164 | -0.01366375 | ... | -0.01372170 | -0.01398757 | -0.01116542 | -0.01004707 | -0.009323248 | -0.01079386 | -0.008490347 | -0.01496379 | -0.01144667 | -0.01093284 |\n",
       "| LINC00115 | -0.07447301 | -0.06270899 | -0.046571069 | -0.06821291 | -0.06206359 | -0.08510800 | -0.055167459 | -0.08958267 | -0.059751135 | -0.08381210 | ... | -0.08419599 | -0.08596254 | -0.06763021 | -0.06058733 | -0.056083801 | -0.06527816 | -0.050948467 | -0.09253031 | -0.06941917 | -0.06615647 |\n",
       "| FAM41C | -0.02345097 | -0.01993404 | -0.015069488 | -0.02158147 | -0.01974056 | -0.02662143 | -0.017668408 | -0.02795495 | -0.019046748 | -0.02623526 | ... | -0.02634966 | -0.02687608 | -0.02140725 | -0.01929774 | -0.017944317 | -0.02070357 | -0.016395449 | -0.02883366 | -0.02194201 | -0.02096643 |\n",
       "| NOC2L | -0.27794998 | -0.23319592 | -0.171310753 | -0.25419378 | -0.23072823 | -0.31789501 | -0.204308906 | -0.33451160 | -0.221878728 | -0.31306005 | ... | -0.31449335 | -0.32107784 |  3.41058861 | -0.22508006 | -0.207823792 | -0.24300855 | -0.188116180 | -0.34538711 | -0.25878295 | -0.24635889 |\n",
       "| KLHL17 | -0.03543159 | -0.03013645 | -0.022803157 | -0.03261755 | -0.02984499 | -0.04020014 | -0.026722329 | -0.04220438 | -0.028799648 | -0.03961957 | ... | -0.03979157 | -0.04058294 | -0.03235522 | -0.02917784 | -0.027138223 | -0.03129555 | -0.024803082 | -0.04352459 | -0.03316037 | -0.03169141 |\n",
       "| PLEKHN1 | -0.02546714 | -0.02160567 | -0.016278978 | -0.02341352 | -0.02139347 | -0.02895444 | -0.019122510 | -0.03042279 | -0.020632743 | -0.02852938 | ... | -0.02865529 | -0.02923476 | -0.02322225 | -0.02090791 | -0.019424706 | -0.02244991 | -0.017729040 | -0.03139083 | -0.02380939 | -0.02273837 |\n",
       "| RP11-54O7.17 | -0.03394496 | -0.02884200 | -0.021786119 | -0.03123226 | -0.02856130 | -0.03854565 | -0.025555299 | -0.04048073 | -0.027554747 | -0.03798527 | ... | -0.03815128 | -0.03891518 | -0.03097947 | -0.02791888 | -0.025955516 | -0.02995848 | -0.023708984 | -0.04175581 | -0.03175539 | -0.03033986 |\n",
       "| HES4 | -0.22872039 | -0.19168474 | -0.140724658 | -0.20903864 | -0.18964768 | -0.26194811 | -0.167867004 | -0.27582625 | -0.182346349 | -0.25791644 | ... | -0.25911131 | -0.26460371 | -0.20720323 | -0.18498694 | -0.170761949 | -0.19978984 | -0.154540220 |  2.77590350 | -0.21283654 | -0.20255902 |\n",
       "| RP11-54O7.11 | -0.01223466 | -0.01038578 | -0.007774598 | -0.01125716 | -0.01028290 | -0.01385913 | -0.009175195 | -0.01452807 | -0.009913164 | -0.01366375 | ... | -0.01372170 | -0.01398757 | -0.01116542 | -0.01004707 | -0.009323248 | -0.01079386 | -0.008490347 | -0.01496379 | -0.01144667 | -0.01093284 |\n",
       "| ISG15 | -0.73125032 | -0.62554066 | -0.467300272 | -0.67613352 | -0.61948395 | -0.81858493 | -0.553257390 | -0.08223127 | -0.597578217 |  0.04780283 | ... | -0.81141474 |  4.11242418 |  0.50365776 | -0.60553586 |  0.951605723 | -0.64939637 |  1.202579597 | -0.14352118 |  1.57710405 | -0.65745656 |\n",
       "| AGRN | -0.03993044 | -0.03403717 | -0.025844304 | -0.03680082 | -0.03371225 | -0.04522215 | -0.030227514 | -0.04744195 | -0.032546437 | -0.04457866 | ... | -0.04476931 | -0.04564631 | -0.03650881 | -0.03296830 | -0.030692016 | -0.03532877 | -0.028082392 | -0.04890276 | -0.03740491 | -0.03576969 |\n",
       "| C1orf159 | -0.07220785 | -0.06081244 | -0.045176925 | -0.06614410 | -0.06018722 | -0.08250839 | -0.053506252 | -0.08684209 | -0.057946995 | -0.08125328 | ... | -0.08162509 | -0.08333601 | -0.06557966 | -0.05875708 | -0.054394047 | -0.06330125 | -0.049418506 | -0.08969681 | -0.06731256 | -0.06415207 |\n",
       "| TTLL10 | -0.01868663 | -0.01588442 | -0.012003188 | -0.01719756 | -0.01573015 | -0.02120875 | -0.014077337 | -0.02226820 | -0.015176858 | -0.02090179 | ... | -0.02099273 | -0.02141113 | -0.01705873 | -0.01537703 | -0.014297467 | -0.01649790 | -0.013061543 | -0.02296582 | -0.01748483 | -0.01670742 |\n",
       "| TNFRSF18 | -0.18594211 | -0.15669310 | -0.116278961 | -0.17040488 | -0.15508242 | -0.21216939 | -0.137839812 | -0.22313249 | -0.149306873 | -0.20898600 | ... | -0.20992941 | -0.21426654 | -0.16895537 | -0.15139612 | -0.140134114 | -0.16309913 | -0.127265793 | -0.23032871 | -0.17340386 | -0.16528697 |\n",
       "| TNFRSF4 | -0.22301780 | -0.18694045 | -0.137306798 | -0.20384410 | -0.18495635 |  3.24349411 | -0.163742634 | -0.26892563 | -0.177844949 | -0.25146771 | ... | -0.25263229 | -0.25798567 | -0.20205621 | -0.18041683 | -0.166562175 | -0.19483505 | -0.150762939 | -0.27780072 | -0.20754371 | -0.19753239 |\n",
       "| SDF4 | -0.32340580 | -0.27158064 | -0.199587180 | -0.29592590 | -0.26871642 | -0.36943654 | -0.238014725 | -0.38851174 | -0.258439820 | -0.36387775 | ... | -0.36552602 |  4.24018604 | -0.29335593 | -0.26215831 | -0.242103014 | -0.28296367 | -0.219167486 | -0.40097107 | -0.30123990 | -0.28684779 |\n",
       "| B3GALT6 | -0.13639848 | -0.11655326 | -0.088710501 | -0.12588103 | -0.11545427 | -0.15406008 | -0.103639120 | -0.16141932 | -0.111507263 | -0.15192108 | ... | -0.15255509 | -0.15546865 | -0.12489718 | -0.11293621 | -0.105216942 | -0.12091712 | -0.096341770 | -0.16624526 | -0.12791504 | -0.12240502 |\n",
       "| FAM132A | -0.02284210 | -0.01942765 | -0.014700963 | -0.02102735 | -0.01923975 | -0.02591845 | -0.017226843 | -0.02721193 | -0.018565868 | -0.02554382 | ... | -0.02565480 | -0.02616547 | -0.02085820 | -0.01880966 | -0.017494912 | -0.02017495 | -0.015989846 | -0.02806414 | -0.02137737 | -0.02043018 |\n",
       "| RP5-902P8.12 | -0.01791121 | -0.01520391 | -0.011458937 | -0.01647233 | -0.01505494 | -0.02034912 | -0.013459379 | -0.02137331 | -0.014520688 | -0.02005237 | ... | -0.02014028 | -0.02054476 | -0.01633821 | -0.01471396 | -0.013671816 | -0.01579644 | -0.012479387 | -0.02204771 | -0.01674987 | -0.01599882 |\n",
       "| UBE2J2 | -0.30789958 | -0.25851116 | -0.189998671 | -0.28170282 | -0.25578358 | -0.35183471 | -0.226557292 | -0.37006417 | -0.245998740 | -0.34652503 | ... | -0.34809930 | -0.35532874 | -0.27925393 | -0.24953903 | -0.230448075 | -0.26935300 | -0.208624110 |  1.82866270 | -0.28676703 | -0.27305316 |\n",
       "| RP5-902P8.10 | -0.01381496 | -0.01164638 | -0.008645562 | -0.01266338 | -0.01152687 | -0.01575663 | -0.010247048 | -0.01656733 | -0.011098286 | -0.01552111 | ... | -0.01559091 | -0.01591175 | -0.01255590 | -0.01125334 | -0.010417392 | -0.01212160 | -0.009461780 | -0.01709916 | -0.01288573 | -0.01228386 |\n",
       "| SCNN1D | -0.02155479 | -0.01834888 | -0.013904835 | -0.01985130 | -0.01817236 | -0.02444042 | -0.016280605 | -0.02565297 | -0.017539178 | -0.02408915 | ... | -0.02419322 | -0.02467202 | -0.01969247 | -0.01776826 | -0.016532615 | -0.01905083 | -0.015117400 | -0.02645161 | -0.02017994 | -0.01929054 |\n",
       "| ACAP3 | -0.13559609 | -0.11587865 | -0.088212832 | -0.12514648 | -0.11478670 | -0.15314343 | -0.103047025 | -0.16045504 | -0.110864972 | -0.15101828 | ... | -0.15164819 | -0.15454289 | -0.12416896 | -0.11228478 | -0.104614802 | -0.12021449 | -0.095795981 | -0.16524975 | -0.12716739 | -0.12169284 |\n",
       "| PUSL1 | -0.14097056 | -0.12037271 | -0.091494791 | -0.13005311 | -0.11923233 | -0.15930769 | -0.106974674 | -0.16694922 | -0.115136976 | -0.15708670 | ... | -0.15774501 | -0.16077027 | -0.12903196 | -0.11661957 | -0.108611306 | -0.12490126 | -0.099406623 | -0.17196036 | -0.13216431 | -0.12644543 |\n",
       "| CPSF3L | -0.25799951 | -0.21630680 | -0.158790997 | -0.23585663 | -0.21401054 | -0.29529880 | -0.189442042 | -0.31084210 | -0.205777926 | -0.29077927 | ... | -0.29211892 | -0.29827474 | -0.23379005 | -0.20875573 | -0.192709137 | -0.22544029 | -0.174396560 | -0.32102454 | -0.24013201 | -0.22855974 |\n",
       "| GLTPD1 | -0.15563523 | -0.13238479 | -0.099925941 | -0.14330381 | -0.13109957 | -0.17637806 | -0.117301375 | -0.18503019 | -0.126486099 | -0.17386408 | ... | -0.17460920 | -0.17803378 | -0.14215128 | -0.12815589 | -0.119141857 | -0.13749081 | -0.108798889 | -0.19070580 | -0.14568713 | -0.13923271 |\n",
       "| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | <!----> | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n",
       "| MCM3AP-AS1 | -0.06603560 | -0.055695901 | -0.041481046 | -0.06053547 | -0.055128154 | -0.07537030 | -0.04905808 | -0.07929488 | -0.053093449 | -0.07423340 | ... | -0.07457020 | -0.07611991 | -0.060023284 | -0.053829291 | -0.049865055 | -0.05795543 | -0.045340923 | -0.08187931 | -0.06159564 | -0.05872770 |\n",
       "| MCM3AP | -0.13368682 | -0.114268149 | -0.087017504 | -0.12339573 | -0.113192699 | -0.15096762 | -0.10162988 | -0.15816820 | -0.109330153 | -0.14887475 | ... | -0.14949509 | -0.15234582 | -0.122433018 |  8.520453301 | -0.103174098 | -0.11853843 | -0.094487535 | -0.16289017 | -0.12538601 | -0.11999440 |\n",
       "| AP001469.9 | -0.03301816 | -0.028035822 | -0.021153558 | -0.03036911 | -0.027761875 | -0.03751323 | -0.02482893 | -0.03940469 | -0.026779619 | -0.03696556 | ... | -0.03712780 | -0.03787439 | -0.030122305 | -0.027134938 | -0.025219335 | -0.02912558 | -0.023028246 | -0.04065129 | -0.03087988 | -0.02949788 |\n",
       "| YBEY | -0.20615467 | -0.173052419 | -0.127481191 | -0.18856212 | -0.171231785 | -0.23587518 | -0.15176180 |  3.32682575 | -0.164705862 | -0.23226708 | ... | -0.23333635 | -0.23825213 | -0.186921726 | -0.167066092 | -0.154350131 | -0.18029620 | -0.139843500 | -0.25645576 | -0.19195652 | -0.18277107 |\n",
       "| C21orf58 | -0.04710797 | -0.040129481 | -0.030419838 | -0.04340306 | -0.039744515 | -0.05336514 | -0.03561497 | -0.05598656 | -0.038363138 | -0.05260483 | ... | -0.05283012 | -0.05386622 | -0.043057249 | -0.038863024 | -0.036165492 | -0.04165959 | -0.033072487 | -0.05771039 | -0.04411840 | -0.04218185 |\n",
       "| PCNT | -0.09493617 | -0.080366934 | -0.060220619 | -0.08719446 | -0.079564981 | -0.10803461 | -0.07097732 | -0.11352706 | -0.076689170 | -0.10644194 | ... | -0.10691384 | -0.10908434 | -0.086472582 | -0.077729514 | -0.072120455 | -0.08355648 | -0.065705652 | -0.11713945 | -0.08868813 | -0.08464585 |\n",
       "| DIP2A | -0.19184175 | -0.161439355 | -0.119490970 |  5.16111369 | -0.159765992 | -0.21911937 | -0.14185949 | -0.23052350 | -0.153766561 | -0.21580805 | ... | -0.21678936 | -0.22130085 | -0.174181975 | -0.155936634 | -0.144241315 | -0.16809567 | -0.130885832 | -0.23800933 | -0.17880596 | -0.17036932 |\n",
       "| S100B | -0.19907514 | -0.167288937 | -0.123490157 | -0.18218376 | -0.165540201 | -0.22760801 | -0.14683428 |  3.47647570 | -0.159271411 | -0.22414404 | ... | -0.22517059 | -0.22989006 | -0.180608579 | -0.161538753 | -0.149321605 | -0.17424603 | -0.135378329 | -0.24736837 | -0.18544313 | -0.17662275 |\n",
       "| PRMT2 |  1.61505576 | -0.359580728 | -0.264148366 | -0.39165413 |  2.209084414 |  1.22635004 | -0.31517906 | -0.51228970 | -0.342220551 | -0.48043028 | ... |  1.25645557 |  1.19862009 | -0.388274205 | -0.347136158 | -0.320596917 | -0.37459230 | -0.290172415 |  0.99960938 | -0.39863825 | -0.37970859 |\n",
       "| MT-ND1 | -0.78950734 |  0.032618216 | -0.400277280 |  0.61338353 | -1.343435680 | -1.03940783 |  2.63010185 | -0.07223882 | -0.320341007 | -0.42165707 | ... | -0.14130899 | -0.20793748 | -0.592684731 | -1.322090351 | -1.253660363 | -0.51705183 | -0.554101800 |  0.06622441 | -0.64732668 |  0.30827669 |\n",
       "| MT-ND2 | -0.03412425 |  0.074165550 |  1.037368170 |  0.66580318 | -1.325826651 | -0.42709469 |  1.02820590 |  0.23901457 | -0.788972194 |  5.91302230 | ... | -0.39716849 |  0.40785525 | -0.140453580 | -0.811080628 | -0.136588697 | -0.92734035 |  0.726333774 |  1.12557553 |  0.59639188 |  1.65816257 |\n",
       "| MT-CO1 | -0.71305590 |  0.549823932 | -1.234497405 |  0.61094297 |  0.842504332 | -0.91760974 | -0.58874675 |  0.29897739 |  1.814114739 | -1.63347877 | ... | -0.58779665 | -1.37948130 |  0.437075474 | -0.820973445 | -1.487966405 |  0.14482706 | -0.704612762 |  1.54649171 |  0.94073098 | -0.35352418 |\n",
       "| MT-CO2 | -1.77743532 |  2.239066931 |  0.222450142 |  1.09846878 | -1.257475856 |  0.31888325 | -0.66595308 | -1.11835237 | -0.451290203 | -0.97152225 | ... |  0.14178076 | -1.02852006 |  0.511949995 | -1.222985748 | -1.109790023 | -0.66551148 |  1.365455771 | -0.03256455 |  0.10232715 |  0.92902496 |\n",
       "| MT-ATP8 | -0.09158990 | -0.077424178 | -0.057876418 | -0.08405982 | -0.076645103 | -0.10434343 | -0.06830715 | -0.10969580 | -0.073851937 | -0.10279187 | ... | -0.10325157 | -0.10536619 | -0.083357994 | -0.074862273 | -0.069416532 | -0.08052345 | -0.063193298 | -0.11321743 | -0.08551218 | -0.08158225 |\n",
       "| MT-ATP6 |  0.25091170 |  0.836951264 |  0.139211277 | -1.11929115 |  0.235216267 | -0.52689189 |  0.57021876 | -0.28335451 | -0.337080405 | -0.49445447 | ... | -0.50416509 | -0.92301499 |  0.008329587 | -1.025308505 | -0.221479763 |  0.10006240 |  1.664130205 |  1.60298114 | -1.13317155 |  0.64520985 |\n",
       "| MT-CO3 | -0.62179507 | -0.868679884 | -1.318283456 |  0.89966819 | -1.216588374 | -0.94810738 |  1.12228061 | -0.43313766 |  0.003212131 | -1.61486797 | ... |  0.23861227 | -0.07225169 | -0.036193590 |  0.722123747 |  0.202949516 |  1.79442940 |  1.003969897 | -0.33710447 | -1.37343873 |  1.38074879 |\n",
       "| MT-ND3 |  1.19618694 | -0.423602389 | -0.311138173 |  1.44360559 | -0.419162858 | -0.57279135 |  2.10913433 | -0.60120186 |  1.846538055 |  0.88461064 | ... | -0.56693674 | -0.57825763 | -0.457235979 | -0.408985127 | -0.377758225 | -0.44121111 |  2.387780007 |  1.90011155 | -0.46935860 | -0.44720631 |\n",
       "| MT-ND4L | -0.26971689 | -0.226224266 | -0.166142121 | -0.24662523 | -0.223827267 | -0.30857346 | -0.19817143 | -0.32474906 | -0.215232180 | -0.30386817 | ... |  2.58509333 | -0.31167126 | -0.244469249 | -0.218341321 | -0.201584070 | -0.23575690 | -0.182452188 | -0.33534000 | -0.25108510 | -0.23901207 |\n",
       "| MT-ND4 | -0.27356209 | -0.163429799 | -1.171201096 |  0.36667578 |  2.452676781 | -0.63853764 | -1.32249453 | -0.76701019 | -1.394755161 | -0.87208628 | ... | -1.15319110 | -0.66409020 | -1.506340668 | -0.514886591 | -1.337393503 | -0.67230497 |  2.136022599 | -0.14981661 | -0.43018326 |  0.87399116 |\n",
       "| MT-ND5 | -0.71215716 |  0.750452021 |  3.537355216 |  1.76220055 | -0.601823973 | -0.79895333 | -0.53679253 | -0.02656687 |  0.868898973 | -0.78878120 | ... |  0.09711814 |  0.91597669 | -0.652453803 | -0.588107585 | -0.545569234 |  3.22643836 |  1.286399912 | -0.08929696 | -0.66834083 | -0.63922298 |\n",
       "| MT-ND6 | -0.25501189 | -0.213780977 | -0.156921660 |  3.73976504 | -0.211510535 | -0.29191055 | -0.18722040 | -0.30729086 | -0.203370756 |  2.80081540 | ... | -0.28876431 | -0.29485509 | -0.231068940 | -0.206314929 | -0.190450257 | -0.22281217 | -0.172347213 | -0.31736788 | -0.23734063 | -0.22589682 |\n",
       "| MT-CYB | -0.39323553 |  0.548820088 |  0.337133850 |  0.25541592 | -0.368909949 | -0.71620596 | -0.09324663 |  0.24373121 | -1.290585033 | -0.98135209 | ... | -0.39346739 | -1.31469207 | -0.557575034 | -1.302844934 | -1.234797423 |  1.29377509 |  2.613670398 |  0.62391768 | -1.01759392 |  2.97017819 |\n",
       "| AC145212.1 | -0.07465565 | -0.062862421 | -0.046684517 | -0.06838000 | -0.062215424 | -0.08531704 | -0.05530219 | -0.08980282 | -0.059897231 | -0.08401792 | ... | -0.08440276 | -0.08617370 | -0.067795854 | -0.060735499 | -0.056220805 | -0.06543796 | -0.051072748 | -0.09275778 | -0.06958926 | -0.06631846 |\n",
       "| AC011043.1 | -0.02403825 | -0.020421164 | -0.015422240 | -0.02211523 | -0.020222247 | -0.02730080 | -0.01809229 | -0.02867351 | -0.019508980 | -0.02690333 | ... | -0.02702107 | -0.02756291 | -0.021936053 | -0.019767002 | -0.018375845 | -0.02121241 | -0.016784293 | -0.02957819 | -0.02248604 | -0.02148272 |\n",
       "| AL592183.1 | -0.30701363 | -0.257763723 | -0.189449180 | -0.28088981 | -0.255043912 |  2.12409698 | -0.22590150 | -0.36901096 | -0.245287024 | -0.34553409 | ... | -0.34710416 | -0.35431435 | -0.278447797 | -0.248817187 | -0.229781053 | -0.26857479 | -0.208020299 | -0.38089488 | -0.28593982 | -0.27226450 |\n",
       "| AC011841.1 | -0.02460551 | -0.020891200 | -0.015761950 | -0.02263053 | -0.020687002 | -0.02795750 | -0.01850097 | -0.02936829 | -0.019954859 | -0.02754905 | ... | -0.02767005 | -0.02822686 | -0.022446539 | -0.020219698 | -0.018791938 | -0.02170353 | -0.017158990 | -0.03029819 | -0.02301131 | -0.02198105 |\n",
       "| AL354822.1 | -0.04562293 | -0.038884229 | -0.029504871 | -0.04204545 | -0.038512452 | -0.05166476 | -0.03452399 | -0.05419610 | -0.037178357 | -0.05093059 | ... | -0.05114813 | -0.05214860 | -0.041711523 | -0.037661142 | -0.035055751 | -0.04036186 | -0.032067890 | -0.05586079 | -0.04273620 | -0.04086619 |\n",
       "| KIR2DL2 | -0.01152357 | -0.009856861 | -0.007459875 | -0.01064562 | -0.009763367 | -0.01296607 | -0.00875171 | -0.01355395 | -0.009426690 | -0.01279369 | ... | -0.01284485 | -0.01307923 | -0.010562851 | -0.009548737 | -0.008887444 | -0.01022697 | -0.008121791 | -0.01393490 | -0.01081641 | -0.01035273 |\n",
       "| PNRC2-1 |  5.83466121 | -0.132354614 | -0.099905270 | -0.14327032 | -0.131069779 | -0.17633428 | -0.11727569 | -0.18498368 | -0.126457691 | -0.17382109 | ... | -0.17456597 | -0.17798948 | -0.142118140 | -0.128126985 | -0.119115629 | -0.13745909 | -0.108775681 | -0.19065749 |  6.31132555 | -0.13920046 |\n",
       "| SRSF10-1 | -0.14541023 | -0.124044319 | -0.094120378 | -0.13408394 | -0.122861858 | -0.16444061 | -0.11015556 | -0.17237267 | -0.118615847 | -0.16213533 | ... | -0.16281862 | -0.16595874 | -0.133024732 | -0.120152904 | -0.111851679 | -0.12874048 | -0.102314272 | -0.17757466 | -0.13627391 | -0.13034198 |\n",
       "\n"
      ],
      "text/plain": [
       "              X0          X1           X2           X3          X4          \n",
       "AL627309.1    -0.05277274 -0.04482202  -0.033793468 -0.04854974 -0.04438390 \n",
       "AP006222.2    -0.01547575 -0.01306199  -0.009736035 -0.01419241 -0.01292931 \n",
       "RP11-206L10.2 -0.02403825 -0.02042116  -0.015422240 -0.02211523 -0.02022225 \n",
       "RP11-206L10.9 -0.02515426 -0.02134605  -0.016090874 -0.02312910 -0.02113675 \n",
       "FAM87B        -0.01223466 -0.01038578  -0.007774598 -0.01125716 -0.01028290 \n",
       "LINC00115     -0.07447301 -0.06270899  -0.046571069 -0.06821291 -0.06206359 \n",
       "FAM41C        -0.02345097 -0.01993404  -0.015069488 -0.02158147 -0.01974056 \n",
       "NOC2L         -0.27794998 -0.23319592  -0.171310753 -0.25419378 -0.23072823 \n",
       "KLHL17        -0.03543159 -0.03013645  -0.022803157 -0.03261755 -0.02984499 \n",
       "PLEKHN1       -0.02546714 -0.02160567  -0.016278978 -0.02341352 -0.02139347 \n",
       "RP11-54O7.17  -0.03394496 -0.02884200  -0.021786119 -0.03123226 -0.02856130 \n",
       "HES4          -0.22872039 -0.19168474  -0.140724658 -0.20903864 -0.18964768 \n",
       "RP11-54O7.11  -0.01223466 -0.01038578  -0.007774598 -0.01125716 -0.01028290 \n",
       "ISG15         -0.73125032 -0.62554066  -0.467300272 -0.67613352 -0.61948395 \n",
       "AGRN          -0.03993044 -0.03403717  -0.025844304 -0.03680082 -0.03371225 \n",
       "C1orf159      -0.07220785 -0.06081244  -0.045176925 -0.06614410 -0.06018722 \n",
       "TTLL10        -0.01868663 -0.01588442  -0.012003188 -0.01719756 -0.01573015 \n",
       "TNFRSF18      -0.18594211 -0.15669310  -0.116278961 -0.17040488 -0.15508242 \n",
       "TNFRSF4       -0.22301780 -0.18694045  -0.137306798 -0.20384410 -0.18495635 \n",
       "SDF4          -0.32340580 -0.27158064  -0.199587180 -0.29592590 -0.26871642 \n",
       "B3GALT6       -0.13639848 -0.11655326  -0.088710501 -0.12588103 -0.11545427 \n",
       "FAM132A       -0.02284210 -0.01942765  -0.014700963 -0.02102735 -0.01923975 \n",
       "RP5-902P8.12  -0.01791121 -0.01520391  -0.011458937 -0.01647233 -0.01505494 \n",
       "UBE2J2        -0.30789958 -0.25851116  -0.189998671 -0.28170282 -0.25578358 \n",
       "RP5-902P8.10  -0.01381496 -0.01164638  -0.008645562 -0.01266338 -0.01152687 \n",
       "SCNN1D        -0.02155479 -0.01834888  -0.013904835 -0.01985130 -0.01817236 \n",
       "ACAP3         -0.13559609 -0.11587865  -0.088212832 -0.12514648 -0.11478670 \n",
       "PUSL1         -0.14097056 -0.12037271  -0.091494791 -0.13005311 -0.11923233 \n",
       "CPSF3L        -0.25799951 -0.21630680  -0.158790997 -0.23585663 -0.21401054 \n",
       "GLTPD1        -0.15563523 -0.13238479  -0.099925941 -0.14330381 -0.13109957 \n",
       "...           ...         ...          ...          ...         ...         \n",
       "MCM3AP-AS1    -0.06603560 -0.055695901 -0.041481046 -0.06053547 -0.055128154\n",
       "MCM3AP        -0.13368682 -0.114268149 -0.087017504 -0.12339573 -0.113192699\n",
       "AP001469.9    -0.03301816 -0.028035822 -0.021153558 -0.03036911 -0.027761875\n",
       "YBEY          -0.20615467 -0.173052419 -0.127481191 -0.18856212 -0.171231785\n",
       "C21orf58      -0.04710797 -0.040129481 -0.030419838 -0.04340306 -0.039744515\n",
       "PCNT          -0.09493617 -0.080366934 -0.060220619 -0.08719446 -0.079564981\n",
       "DIP2A         -0.19184175 -0.161439355 -0.119490970  5.16111369 -0.159765992\n",
       "S100B         -0.19907514 -0.167288937 -0.123490157 -0.18218376 -0.165540201\n",
       "PRMT2          1.61505576 -0.359580728 -0.264148366 -0.39165413  2.209084414\n",
       "MT-ND1        -0.78950734  0.032618216 -0.400277280  0.61338353 -1.343435680\n",
       "MT-ND2        -0.03412425  0.074165550  1.037368170  0.66580318 -1.325826651\n",
       "MT-CO1        -0.71305590  0.549823932 -1.234497405  0.61094297  0.842504332\n",
       "MT-CO2        -1.77743532  2.239066931  0.222450142  1.09846878 -1.257475856\n",
       "MT-ATP8       -0.09158990 -0.077424178 -0.057876418 -0.08405982 -0.076645103\n",
       "MT-ATP6        0.25091170  0.836951264  0.139211277 -1.11929115  0.235216267\n",
       "MT-CO3        -0.62179507 -0.868679884 -1.318283456  0.89966819 -1.216588374\n",
       "MT-ND3         1.19618694 -0.423602389 -0.311138173  1.44360559 -0.419162858\n",
       "MT-ND4L       -0.26971689 -0.226224266 -0.166142121 -0.24662523 -0.223827267\n",
       "MT-ND4        -0.27356209 -0.163429799 -1.171201096  0.36667578  2.452676781\n",
       "MT-ND5        -0.71215716  0.750452021  3.537355216  1.76220055 -0.601823973\n",
       "MT-ND6        -0.25501189 -0.213780977 -0.156921660  3.73976504 -0.211510535\n",
       "MT-CYB        -0.39323553  0.548820088  0.337133850  0.25541592 -0.368909949\n",
       "AC145212.1    -0.07465565 -0.062862421 -0.046684517 -0.06838000 -0.062215424\n",
       "AC011043.1    -0.02403825 -0.020421164 -0.015422240 -0.02211523 -0.020222247\n",
       "AL592183.1    -0.30701363 -0.257763723 -0.189449180 -0.28088981 -0.255043912\n",
       "AC011841.1    -0.02460551 -0.020891200 -0.015761950 -0.02263053 -0.020687002\n",
       "AL354822.1    -0.04562293 -0.038884229 -0.029504871 -0.04204545 -0.038512452\n",
       "KIR2DL2       -0.01152357 -0.009856861 -0.007459875 -0.01064562 -0.009763367\n",
       "PNRC2-1        5.83466121 -0.132354614 -0.099905270 -0.14327032 -0.131069779\n",
       "SRSF10-1      -0.14541023 -0.124044319 -0.094120378 -0.13408394 -0.122861858\n",
       "              X5          X6           X7          X8           X9          ...\n",
       "AL627309.1    -0.05991201 -0.039688286 -0.06290471 -0.042812323 -0.05904416 ...\n",
       "AP006222.2    -0.01765010 -0.011509872 -0.01856275 -0.012453684 -0.01738554 ...\n",
       "RP11-206L10.2 -0.02730080 -0.018092293 -0.02867351 -0.019508980 -0.02690333 ...\n",
       "RP11-206L10.9 -0.02859262 -0.018896544 -0.03004015 -0.020386373 -0.02817357 ...\n",
       "FAM87B        -0.01385913 -0.009175195 -0.01452807 -0.009913164 -0.01366375 ...\n",
       "LINC00115     -0.08510800 -0.055167459 -0.08958267 -0.059751135 -0.08381210 ...\n",
       "FAM41C        -0.02662143 -0.017668408 -0.02795495 -0.019046748 -0.02623526 ...\n",
       "NOC2L         -0.31789501 -0.204308906 -0.33451160 -0.221878728 -0.31306005 ...\n",
       "KLHL17        -0.04020014 -0.026722329 -0.04220438 -0.028799648 -0.03961957 ...\n",
       "PLEKHN1       -0.02895444 -0.019122510 -0.03042279 -0.020632743 -0.02852938 ...\n",
       "RP11-54O7.17  -0.03854565 -0.025555299 -0.04048073 -0.027554747 -0.03798527 ...\n",
       "HES4          -0.26194811 -0.167867004 -0.27582625 -0.182346349 -0.25791644 ...\n",
       "RP11-54O7.11  -0.01385913 -0.009175195 -0.01452807 -0.009913164 -0.01366375 ...\n",
       "ISG15         -0.81858493 -0.553257390 -0.08223127 -0.597578217  0.04780283 ...\n",
       "AGRN          -0.04522215 -0.030227514 -0.04744195 -0.032546437 -0.04457866 ...\n",
       "C1orf159      -0.08250839 -0.053506252 -0.08684209 -0.057946995 -0.08125328 ...\n",
       "TTLL10        -0.02120875 -0.014077337 -0.02226820 -0.015176858 -0.02090179 ...\n",
       "TNFRSF18      -0.21216939 -0.137839812 -0.22313249 -0.149306873 -0.20898600 ...\n",
       "TNFRSF4        3.24349411 -0.163742634 -0.26892563 -0.177844949 -0.25146771 ...\n",
       "SDF4          -0.36943654 -0.238014725 -0.38851174 -0.258439820 -0.36387775 ...\n",
       "B3GALT6       -0.15406008 -0.103639120 -0.16141932 -0.111507263 -0.15192108 ...\n",
       "FAM132A       -0.02591845 -0.017226843 -0.02721193 -0.018565868 -0.02554382 ...\n",
       "RP5-902P8.12  -0.02034912 -0.013459379 -0.02137331 -0.014520688 -0.02005237 ...\n",
       "UBE2J2        -0.35183471 -0.226557292 -0.37006417 -0.245998740 -0.34652503 ...\n",
       "RP5-902P8.10  -0.01575663 -0.010247048 -0.01656733 -0.011098286 -0.01552111 ...\n",
       "SCNN1D        -0.02444042 -0.016280605 -0.02565297 -0.017539178 -0.02408915 ...\n",
       "ACAP3         -0.15314343 -0.103047025 -0.16045504 -0.110864972 -0.15101828 ...\n",
       "PUSL1         -0.15930769 -0.106974674 -0.16694922 -0.115136976 -0.15708670 ...\n",
       "CPSF3L        -0.29529880 -0.189442042 -0.31084210 -0.205777926 -0.29077927 ...\n",
       "GLTPD1        -0.17637806 -0.117301375 -0.18503019 -0.126486099 -0.17386408 ...\n",
       "...           ...         ...          ...         ...          ...            \n",
       "MCM3AP-AS1    -0.07537030 -0.04905808  -0.07929488 -0.053093449 -0.07423340 ...\n",
       "MCM3AP        -0.15096762 -0.10162988  -0.15816820 -0.109330153 -0.14887475 ...\n",
       "AP001469.9    -0.03751323 -0.02482893  -0.03940469 -0.026779619 -0.03696556 ...\n",
       "YBEY          -0.23587518 -0.15176180   3.32682575 -0.164705862 -0.23226708 ...\n",
       "C21orf58      -0.05336514 -0.03561497  -0.05598656 -0.038363138 -0.05260483 ...\n",
       "PCNT          -0.10803461 -0.07097732  -0.11352706 -0.076689170 -0.10644194 ...\n",
       "DIP2A         -0.21911937 -0.14185949  -0.23052350 -0.153766561 -0.21580805 ...\n",
       "S100B         -0.22760801 -0.14683428   3.47647570 -0.159271411 -0.22414404 ...\n",
       "PRMT2          1.22635004 -0.31517906  -0.51228970 -0.342220551 -0.48043028 ...\n",
       "MT-ND1        -1.03940783  2.63010185  -0.07223882 -0.320341007 -0.42165707 ...\n",
       "MT-ND2        -0.42709469  1.02820590   0.23901457 -0.788972194  5.91302230 ...\n",
       "MT-CO1        -0.91760974 -0.58874675   0.29897739  1.814114739 -1.63347877 ...\n",
       "MT-CO2         0.31888325 -0.66595308  -1.11835237 -0.451290203 -0.97152225 ...\n",
       "MT-ATP8       -0.10434343 -0.06830715  -0.10969580 -0.073851937 -0.10279187 ...\n",
       "MT-ATP6       -0.52689189  0.57021876  -0.28335451 -0.337080405 -0.49445447 ...\n",
       "MT-CO3        -0.94810738  1.12228061  -0.43313766  0.003212131 -1.61486797 ...\n",
       "MT-ND3        -0.57279135  2.10913433  -0.60120186  1.846538055  0.88461064 ...\n",
       "MT-ND4L       -0.30857346 -0.19817143  -0.32474906 -0.215232180 -0.30386817 ...\n",
       "MT-ND4        -0.63853764 -1.32249453  -0.76701019 -1.394755161 -0.87208628 ...\n",
       "MT-ND5        -0.79895333 -0.53679253  -0.02656687  0.868898973 -0.78878120 ...\n",
       "MT-ND6        -0.29191055 -0.18722040  -0.30729086 -0.203370756  2.80081540 ...\n",
       "MT-CYB        -0.71620596 -0.09324663   0.24373121 -1.290585033 -0.98135209 ...\n",
       "AC145212.1    -0.08531704 -0.05530219  -0.08980282 -0.059897231 -0.08401792 ...\n",
       "AC011043.1    -0.02730080 -0.01809229  -0.02867351 -0.019508980 -0.02690333 ...\n",
       "AL592183.1     2.12409698 -0.22590150  -0.36901096 -0.245287024 -0.34553409 ...\n",
       "AC011841.1    -0.02795750 -0.01850097  -0.02936829 -0.019954859 -0.02754905 ...\n",
       "AL354822.1    -0.05166476 -0.03452399  -0.05419610 -0.037178357 -0.05093059 ...\n",
       "KIR2DL2       -0.01296607 -0.00875171  -0.01355395 -0.009426690 -0.01279369 ...\n",
       "PNRC2-1       -0.17633428 -0.11727569  -0.18498368 -0.126457691 -0.17382109 ...\n",
       "SRSF10-1      -0.16444061 -0.11015556  -0.17237267 -0.118615847 -0.16213533 ...\n",
       "              X33138      X33139      X33140       X33141       X33142      \n",
       "AL627309.1    -0.05930130 -0.06048400 -0.04815578  -0.04338095  -0.040313814\n",
       "AP006222.2    -0.01746393 -0.01782449 -0.01407283  -0.01262571  -0.011698664\n",
       "RP11-206L10.2 -0.02702107 -0.02756291 -0.02193605  -0.01976700  -0.018375845\n",
       "RP11-206L10.9 -0.02829770 -0.02886898 -0.02294046  -0.02065780  -0.019194674\n",
       "FAM87B        -0.01372170 -0.01398757 -0.01116542  -0.01004707  -0.009323248\n",
       "LINC00115     -0.08419599 -0.08596254 -0.06763021  -0.06058733  -0.056083801\n",
       "FAM41C        -0.02634966 -0.02687608 -0.02140725  -0.01929774  -0.017944317\n",
       "NOC2L         -0.31449335 -0.32107784  3.41058861  -0.22508006  -0.207823792\n",
       "KLHL17        -0.03979157 -0.04058294 -0.03235522  -0.02917784  -0.027138223\n",
       "PLEKHN1       -0.02865529 -0.02923476 -0.02322225  -0.02090791  -0.019424706\n",
       "RP11-54O7.17  -0.03815128 -0.03891518 -0.03097947  -0.02791888  -0.025955516\n",
       "HES4          -0.25911131 -0.26460371 -0.20720323  -0.18498694  -0.170761949\n",
       "RP11-54O7.11  -0.01372170 -0.01398757 -0.01116542  -0.01004707  -0.009323248\n",
       "ISG15         -0.81141474  4.11242418  0.50365776  -0.60553586   0.951605723\n",
       "AGRN          -0.04476931 -0.04564631 -0.03650881  -0.03296830  -0.030692016\n",
       "C1orf159      -0.08162509 -0.08333601 -0.06557966  -0.05875708  -0.054394047\n",
       "TTLL10        -0.02099273 -0.02141113 -0.01705873  -0.01537703  -0.014297467\n",
       "TNFRSF18      -0.20992941 -0.21426654 -0.16895537  -0.15139612  -0.140134114\n",
       "TNFRSF4       -0.25263229 -0.25798567 -0.20205621  -0.18041683  -0.166562175\n",
       "SDF4          -0.36552602  4.24018604 -0.29335593  -0.26215831  -0.242103014\n",
       "B3GALT6       -0.15255509 -0.15546865 -0.12489718  -0.11293621  -0.105216942\n",
       "FAM132A       -0.02565480 -0.02616547 -0.02085820  -0.01880966  -0.017494912\n",
       "RP5-902P8.12  -0.02014028 -0.02054476 -0.01633821  -0.01471396  -0.013671816\n",
       "UBE2J2        -0.34809930 -0.35532874 -0.27925393  -0.24953903  -0.230448075\n",
       "RP5-902P8.10  -0.01559091 -0.01591175 -0.01255590  -0.01125334  -0.010417392\n",
       "SCNN1D        -0.02419322 -0.02467202 -0.01969247  -0.01776826  -0.016532615\n",
       "ACAP3         -0.15164819 -0.15454289 -0.12416896  -0.11228478  -0.104614802\n",
       "PUSL1         -0.15774501 -0.16077027 -0.12903196  -0.11661957  -0.108611306\n",
       "CPSF3L        -0.29211892 -0.29827474 -0.23379005  -0.20875573  -0.192709137\n",
       "GLTPD1        -0.17460920 -0.17803378 -0.14215128  -0.12815589  -0.119141857\n",
       "...           ...         ...         ...          ...          ...         \n",
       "MCM3AP-AS1    -0.07457020 -0.07611991 -0.060023284 -0.053829291 -0.049865055\n",
       "MCM3AP        -0.14949509 -0.15234582 -0.122433018  8.520453301 -0.103174098\n",
       "AP001469.9    -0.03712780 -0.03787439 -0.030122305 -0.027134938 -0.025219335\n",
       "YBEY          -0.23333635 -0.23825213 -0.186921726 -0.167066092 -0.154350131\n",
       "C21orf58      -0.05283012 -0.05386622 -0.043057249 -0.038863024 -0.036165492\n",
       "PCNT          -0.10691384 -0.10908434 -0.086472582 -0.077729514 -0.072120455\n",
       "DIP2A         -0.21678936 -0.22130085 -0.174181975 -0.155936634 -0.144241315\n",
       "S100B         -0.22517059 -0.22989006 -0.180608579 -0.161538753 -0.149321605\n",
       "PRMT2          1.25645557  1.19862009 -0.388274205 -0.347136158 -0.320596917\n",
       "MT-ND1        -0.14130899 -0.20793748 -0.592684731 -1.322090351 -1.253660363\n",
       "MT-ND2        -0.39716849  0.40785525 -0.140453580 -0.811080628 -0.136588697\n",
       "MT-CO1        -0.58779665 -1.37948130  0.437075474 -0.820973445 -1.487966405\n",
       "MT-CO2         0.14178076 -1.02852006  0.511949995 -1.222985748 -1.109790023\n",
       "MT-ATP8       -0.10325157 -0.10536619 -0.083357994 -0.074862273 -0.069416532\n",
       "MT-ATP6       -0.50416509 -0.92301499  0.008329587 -1.025308505 -0.221479763\n",
       "MT-CO3         0.23861227 -0.07225169 -0.036193590  0.722123747  0.202949516\n",
       "MT-ND3        -0.56693674 -0.57825763 -0.457235979 -0.408985127 -0.377758225\n",
       "MT-ND4L        2.58509333 -0.31167126 -0.244469249 -0.218341321 -0.201584070\n",
       "MT-ND4        -1.15319110 -0.66409020 -1.506340668 -0.514886591 -1.337393503\n",
       "MT-ND5         0.09711814  0.91597669 -0.652453803 -0.588107585 -0.545569234\n",
       "MT-ND6        -0.28876431 -0.29485509 -0.231068940 -0.206314929 -0.190450257\n",
       "MT-CYB        -0.39346739 -1.31469207 -0.557575034 -1.302844934 -1.234797423\n",
       "AC145212.1    -0.08440276 -0.08617370 -0.067795854 -0.060735499 -0.056220805\n",
       "AC011043.1    -0.02702107 -0.02756291 -0.021936053 -0.019767002 -0.018375845\n",
       "AL592183.1    -0.34710416 -0.35431435 -0.278447797 -0.248817187 -0.229781053\n",
       "AC011841.1    -0.02767005 -0.02822686 -0.022446539 -0.020219698 -0.018791938\n",
       "AL354822.1    -0.05114813 -0.05214860 -0.041711523 -0.037661142 -0.035055751\n",
       "KIR2DL2       -0.01284485 -0.01307923 -0.010562851 -0.009548737 -0.008887444\n",
       "PNRC2-1       -0.17456597 -0.17798948 -0.142118140 -0.128126985 -0.119115629\n",
       "SRSF10-1      -0.16281862 -0.16595874 -0.133024732 -0.120152904 -0.111851679\n",
       "              X33143      X33144       X33145      X33146      X33147     \n",
       "AL627309.1    -0.04656392 -0.036801438 -0.06487301 -0.04936480 -0.04715867\n",
       "AP006222.2    -0.01358991 -0.010639920 -0.01916323 -0.01443990 -0.01377028\n",
       "RP11-206L10.2 -0.02121241 -0.016784293 -0.02957819 -0.02248604 -0.02148272\n",
       "RP11-206L10.9 -0.02217874 -0.017521725 -0.03099440 -0.02351951 -0.02246325\n",
       "FAM87B        -0.01079386 -0.008490347 -0.01496379 -0.01144667 -0.01093284\n",
       "LINC00115     -0.06527816 -0.050948467 -0.09253031 -0.06941917 -0.06615647\n",
       "FAM41C        -0.02070357 -0.016395449 -0.02883366 -0.02194201 -0.02096643\n",
       "NOC2L         -0.24300855 -0.188116180 -0.34538711 -0.25878295 -0.24635889\n",
       "KLHL17        -0.03129555 -0.024803082 -0.04352459 -0.03316037 -0.03169141\n",
       "PLEKHN1       -0.02244991 -0.017729040 -0.03139083 -0.02380939 -0.02273837\n",
       "RP11-54O7.17  -0.02995848 -0.023708984 -0.04175581 -0.03175539 -0.03033986\n",
       "HES4          -0.19978984 -0.154540220  2.77590350 -0.21283654 -0.20255902\n",
       "RP11-54O7.11  -0.01079386 -0.008490347 -0.01496379 -0.01144667 -0.01093284\n",
       "ISG15         -0.64939637  1.202579597 -0.14352118  1.57710405 -0.65745656\n",
       "AGRN          -0.03532877 -0.028082392 -0.04890276 -0.03740491 -0.03576969\n",
       "C1orf159      -0.06330125 -0.049418506 -0.08969681 -0.06731256 -0.06415207\n",
       "TTLL10        -0.01649790 -0.013061543 -0.02296582 -0.01748483 -0.01670742\n",
       "TNFRSF18      -0.16309913 -0.127265793 -0.23032871 -0.17340386 -0.16528697\n",
       "TNFRSF4       -0.19483505 -0.150762939 -0.27780072 -0.20754371 -0.19753239\n",
       "SDF4          -0.28296367 -0.219167486 -0.40097107 -0.30123990 -0.28684779\n",
       "B3GALT6       -0.12091712 -0.096341770 -0.16624526 -0.12791504 -0.12240502\n",
       "FAM132A       -0.02017495 -0.015989846 -0.02806414 -0.02137737 -0.02043018\n",
       "RP5-902P8.12  -0.01579644 -0.012479387 -0.02204771 -0.01674987 -0.01599882\n",
       "UBE2J2        -0.26935300 -0.208624110  1.82866270 -0.28676703 -0.27305316\n",
       "RP5-902P8.10  -0.01212160 -0.009461780 -0.01709916 -0.01288573 -0.01228386\n",
       "SCNN1D        -0.01905083 -0.015117400 -0.02645161 -0.02017994 -0.01929054\n",
       "ACAP3         -0.12021449 -0.095795981 -0.16524975 -0.12716739 -0.12169284\n",
       "PUSL1         -0.12490126 -0.099406623 -0.17196036 -0.13216431 -0.12644543\n",
       "CPSF3L        -0.22544029 -0.174396560 -0.32102454 -0.24013201 -0.22855974\n",
       "GLTPD1        -0.13749081 -0.108798889 -0.19070580 -0.14568713 -0.13923271\n",
       "...           ...         ...          ...         ...         ...        \n",
       "MCM3AP-AS1    -0.05795543 -0.045340923 -0.08187931 -0.06159564 -0.05872770\n",
       "MCM3AP        -0.11853843 -0.094487535 -0.16289017 -0.12538601 -0.11999440\n",
       "AP001469.9    -0.02912558 -0.023028246 -0.04065129 -0.03087988 -0.02949788\n",
       "YBEY          -0.18029620 -0.139843500 -0.25645576 -0.19195652 -0.18277107\n",
       "C21orf58      -0.04165959 -0.033072487 -0.05771039 -0.04411840 -0.04218185\n",
       "PCNT          -0.08355648 -0.065705652 -0.11713945 -0.08868813 -0.08464585\n",
       "DIP2A         -0.16809567 -0.130885832 -0.23800933 -0.17880596 -0.17036932\n",
       "S100B         -0.17424603 -0.135378329 -0.24736837 -0.18544313 -0.17662275\n",
       "PRMT2         -0.37459230 -0.290172415  0.99960938 -0.39863825 -0.37970859\n",
       "MT-ND1        -0.51705183 -0.554101800  0.06622441 -0.64732668  0.30827669\n",
       "MT-ND2        -0.92734035  0.726333774  1.12557553  0.59639188  1.65816257\n",
       "MT-CO1         0.14482706 -0.704612762  1.54649171  0.94073098 -0.35352418\n",
       "MT-CO2        -0.66551148  1.365455771 -0.03256455  0.10232715  0.92902496\n",
       "MT-ATP8       -0.08052345 -0.063193298 -0.11321743 -0.08551218 -0.08158225\n",
       "MT-ATP6        0.10006240  1.664130205  1.60298114 -1.13317155  0.64520985\n",
       "MT-CO3         1.79442940  1.003969897 -0.33710447 -1.37343873  1.38074879\n",
       "MT-ND3        -0.44121111  2.387780007  1.90011155 -0.46935860 -0.44720631\n",
       "MT-ND4L       -0.23575690 -0.182452188 -0.33534000 -0.25108510 -0.23901207\n",
       "MT-ND4        -0.67230497  2.136022599 -0.14981661 -0.43018326  0.87399116\n",
       "MT-ND5         3.22643836  1.286399912 -0.08929696 -0.66834083 -0.63922298\n",
       "MT-ND6        -0.22281217 -0.172347213 -0.31736788 -0.23734063 -0.22589682\n",
       "MT-CYB         1.29377509  2.613670398  0.62391768 -1.01759392  2.97017819\n",
       "AC145212.1    -0.06543796 -0.051072748 -0.09275778 -0.06958926 -0.06631846\n",
       "AC011043.1    -0.02121241 -0.016784293 -0.02957819 -0.02248604 -0.02148272\n",
       "AL592183.1    -0.26857479 -0.208020299 -0.38089488 -0.28593982 -0.27226450\n",
       "AC011841.1    -0.02170353 -0.017158990 -0.03029819 -0.02301131 -0.02198105\n",
       "AL354822.1    -0.04036186 -0.032067890 -0.05586079 -0.04273620 -0.04086619\n",
       "KIR2DL2       -0.01022697 -0.008121791 -0.01393490 -0.01081641 -0.01035273\n",
       "PNRC2-1       -0.13745909 -0.108775681 -0.19065749  6.31132555 -0.13920046\n",
       "SRSF10-1      -0.12874048 -0.102314272 -0.17757466 -0.13627391 -0.13034198"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "normalized_data$y"
   ]
  }
 ],
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