From e47b4dbfa7707380025f4c1dcb39e4df0c82b135 Mon Sep 17 00:00:00 2001 From: Thomas Sandmann Date: Wed, 3 Apr 2024 22:08:26 -0700 Subject: [PATCH] Added post about rasterizing volcano plots --- .../volcano/index/execute-results/html.json | 16 + .../index/figure-html/unnamed-chunk-4-1.png | Bin 0 -> 178270 bytes .../index/figure-html/unnamed-chunk-5-1.png | Bin 0 -> 160650 bytes .../index/figure-html/unnamed-chunk-6-1.png | Bin 0 -> 178907 bytes docs/index-r.xml | 724 ++++++++++- docs/index.html | 90 +- docs/index.xml | 956 +++++++++++---- docs/listings.json | 1 + docs/posts/volcano/index.html | 1071 +++++++++++++++++ .../figure-html/unnamed-chunk-4-1.png | Bin 0 -> 178270 bytes .../figure-html/unnamed-chunk-5-1.png | Bin 0 -> 160650 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 0 -> 178907 bytes docs/search.json | 37 +- docs/sitemap.xml | 6 +- posts/volcano/index.qmd | 245 ++++ renv.lock | 97 +- renv/activate.R | 39 +- 17 files changed, 2930 insertions(+), 352 deletions(-) create mode 100644 _freeze/posts/volcano/index/execute-results/html.json create mode 100644 _freeze/posts/volcano/index/figure-html/unnamed-chunk-4-1.png create mode 100644 _freeze/posts/volcano/index/figure-html/unnamed-chunk-5-1.png create mode 100644 _freeze/posts/volcano/index/figure-html/unnamed-chunk-6-1.png create mode 100644 docs/posts/volcano/index.html create mode 100644 docs/posts/volcano/index_files/figure-html/unnamed-chunk-4-1.png create mode 100644 docs/posts/volcano/index_files/figure-html/unnamed-chunk-5-1.png create mode 100644 docs/posts/volcano/index_files/figure-html/unnamed-chunk-6-1.png create mode 100644 posts/volcano/index.qmd diff --git a/_freeze/posts/volcano/index/execute-results/html.json b/_freeze/posts/volcano/index/execute-results/html.json new file mode 100644 index 0000000..6fbc26c --- /dev/null +++ b/_freeze/posts/volcano/index/execute-results/html.json @@ -0,0 +1,16 @@ +{ + "hash": "8d5832a73f06d67f65eb82c8f140ef55", + "result": { + "markdown": "---\ntitle: \"Collaborator-friendly volcano plots with ggplot2\"\nauthor: \"Thomas Sandmann\"\ndate: \"2024-04-03\"\nfreeze: true\ncategories: [R, ggplot2, TIL]\neditor:\n markdown:\n wrap: 72\nformat:\n html:\n toc: true\n toc-depth: 4\n code-tools:\n source: true\n toggle: false\n caption: none\neditor_options: \n chunk_output_type: console\n---\n\n\n## tl;dr\n\n[volcano plots](https://en.wikipedia.org/wiki/Volcano_plot_(statistics))\nare a staple of genomics papers. The `ggrastr::geom_point_rast()` function\nenables collaborators to post-process plots in \n[inkscape](https://inkscape.org/)\nor\nAdobe illustrator - without overwhelming the application with tens of thousands\nof individual points.\n\n## Introduction\n\nAs a scientific collaborator, I often contribute visualizations of high\nthroughput experiments to publications. Try as I might, the final touches of a\ncomplex figure usually need to be added manually, e.g. using a vector graphics\napplication like inkscape or Adobe Illustrator.\n\nUnfortunately, a plot with tens of thousands of points exported from R as a PDF\nis hard for my collaborators to edit, as these applications struggle to render\nall of the individual points.\n\nLuckily, I can modify my plots to make their life easier.\n\n### Example data from Mattila et al, 2015\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(fs)\nlibrary(ggplot2)\nlibrary(ggrastr)\nlibrary(poorman)\nlibrary(readxl)\nggplot2::theme_set(theme_linedraw(base_size = 14))\n```\n:::\n\n\nLet's retrieve a table with the results from a differential gene expression\nanalysis by downloading an excel file published as supplementary table S2\nby\n[Mattila et al, 2015](https://doi.org/10.1016/j.celrep.2015.08.081)\n\n\n::: {.cell}\n\n```{.r .cell-code}\ndf <- local({\n kUrl <- paste0(\n \"https://drive.google.com/uc?export=download&\",\n \"id=1xWVyoSSrs4hoqf5zVRgGhZPRjNY_fx_7\"\n ) \n temp_file <- tempfile(fileext = \".xlsx\")\n download.file(kUrl, temp_file)\n readxl::read_excel(temp_file, sheet = \"mlx1 mutant LSD vs. HSD\", skip = 3)\n})\n```\n:::\n\n\nThe authors compared the transcriptomes of _Drosophila melanogaster_ (fruifly)\nlarvae carrying mutant form of the _Mlx1_ gene that were\nraised either on a high- or low-suger diet. The results of their analysis\n(with the\n[limma Bioconductor package](https://bioconductor.org/packages/release/bioc/html/limma.html)\n) revealed numerous significantly differentially expressed genes (adjusted \np-value < 0.05).\n\nLet's visualize their results with a volcano plot! [^1]\n\n[^1]: The limma package includes the `limma::volcanoplot()` function, which\ncreates a volcano plot using base R. Here, I am generating custom plots with\n`ggplot2` instead.\n\nTo highlight statistically significant differences in expression, let's add\nthe `direction` column, labeling up- and down-regulated genes that pass an\nadjusted p-value threshold of 0.05\n\n\n::: {.cell}\n\n```{.r .cell-code}\nkFdr <- 0.05\ndf$direction <- with(df, poorman::case_when(\n logFC > 0 & adj.P.Val < kFdr ~ \"up\",\n logFC < 0 & adj.P.Val < kFdr ~ \"down\",\n TRUE ~ \"n.s.\"\n))\ndf$direction = factor(df$direction, levels = c(\"down\", \"up\", \"n.s.\"))\ntable(df$direction)\n```\n\n::: {.cell-output .cell-output-stdout}\n```\n\ndown up n.s. \n1869 1181 7966 \n```\n:::\n:::\n\n\n### A first volcano plot\n\nLet's plot the full dataset, and highlight significantly up- and down-regulated\ngenes in red and blue, respectively.\n\n\n::: {.cell}\n\n```{.r .cell-code}\np1 <- ggplot() +\n geom_point(data = df,\n aes(x = logFC, y = -log10(P.Value), color = direction),\n alpha = 0.4) +\n scale_color_manual(values = c(\"up\" = \"#E41A1C\",\n \"down\" = \"#377EB8\", \n \"n.s.\" = \"lightgrey\"),\n guide = \"none\") +\n labs(\n x = \"Fold change (log2)\",\n y = \"-log10(p-value)\"\n ) +\n theme(panel.grid = element_blank())\nprint(p1)\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/unnamed-chunk-4-1.png){width=432}\n:::\n:::\n\n\nNot too bad! We might want to label a few genes (e.g. with the \n[ggrepel R package](https://ggrepel.slowkow.com/)\n), but this is a great start.\n\nUnfortunately, when I save this plot as a PDF file and share it with my \ncollaborators, they let me know that they have trouble editing the axis labels\nin Adobe Illustrator - there are simply too many individual points to render!\n\nLet's see what we can do to help.\n\n### Summarizing points as densities\n\nIn most datasets, including this one, only a small fraction of features is\nof interest. E.g. 7966 genes are _not_ differentially\nexpressed and are plotted in grey. (Because there are so many genes, they are\nplotted on top of each other.)\n\nInstead of plotting all of these points individually, we can summarize them\nas a 2D density instead:\n\n\n::: {.cell}\n\n```{.r .cell-code}\np2 <- ggplot() +\n stat_density2d(\n data = poorman::filter(df, adj.P.Val >= kFdr),\n aes(x = logFC, y = -log10(P.Value), fill = after_stat(density ^0.5)), \n geom = \"tile\", contour = FALSE, n = 200) + \n scale_fill_gradient2(low = \"white\", high = \"black\", guide = \"none\") +\n geom_point(data = poorman::filter(df, adj.P.Val < kFdr),\n aes(x = logFC, y = -log10(P.Value), \n color = direction),\n alpha = 0.4) +\n scale_color_manual(values = c(\"up\" = \"#E41A1C\",\n \"down\" = \"#377EB8\", \n \"n.s.\" = \"lightgrey\"),\n guide = \"none\") +\n labs(\n x = \"Fold change (log2)\",\n y = \"-log10(p-value)\"\n ) +\n theme(panel.grid = element_blank())\nprint(p2)\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/unnamed-chunk-5-1.png){width=432}\n:::\n:::\n\n\nThis reduces the number of points dramatically, as only the \n3050 significantly changed (e.g. red and blue)\npoints need to be plotted individually. \n\nCan we do even better?\n\n### Rastering points\n\nThe \n[ggrastr R package](https://cran.r-project.org/package=ggrastr)\nallows us to \n[raster](https://en.wikipedia.org/wiki/Rasterisation)\nour ggplot - either specific layers or the entire plot. Instead of plotting\nevery point (often on top of other points), a rasterized image records the\nintensity of its pixels.\n\nThe `ggrastr::geom_point_rast()` function is a drop-in replacement for\n`ggplot2::geom_point()`.\n\nThe results are indistinguishable from our first plot. But the underlying\nlayer is now rasterized: the points cannot be edited individually in a vector\ngraphics application, as they are now encoded as a single image.\n\n\n::: {.cell}\n\n```{.r .cell-code}\np3 <- ggplot() +\n ggrastr::geom_point_rast(data = df,\n aes(x = logFC, y = -log10(P.Value), color = direction),\n alpha = 0.4) +\n scale_color_manual(values = c(\"up\" = \"#E41A1C\",\n \"down\" = \"#377EB8\", \n \"n.s.\" = \"lightgrey\"),\n guide = \"none\") +\n labs(\n x = \"Fold change (log2)\",\n y = \"-log10(p-value)\"\n ) +\n theme(panel.grid = element_blank())\nprint(p3)\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/unnamed-chunk-6-1.png){width=432}\n:::\n:::\n\n\nIn addition to making our collaborators' lifes easier, the rasterized files\nare also slightly smaller than the original vectorized versions:\n\n\n::: {.cell}\n\n```{.r .cell-code}\nvectorized <- file.path(tempdir(), \"vectorized.pdf\")\nggsave(plot = p1, filename = vectorized, width = 4.5, height = 4)\nrasterized <- file.path(tempdir(), \"rasterized.pdf\")\nggsave(plot = p3, filename = rasterized, width = 4.5, height = 4)\n\nfs::dir_info(tempdir()) |>\n poorman::filter(grepl(\"vectorized|rasterized\", path)) |>\n poorman::select(path, size) |>\n poorman::mutate(path = basename(path))\n```\n\n::: {.cell-output .cell-output-stdout}\n```\n# A tibble: 2 × 2\n path size\n \n1 rasterized.pdf 339K\n2 vectorized.pdf 550K\n```\n:::\n:::\n\n\n## Reproducibility\n\n
\n\nSession Information\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nsessioninfo::session_info(\"attached\")\n```\n\n::: {.cell-output .cell-output-stdout}\n```\n─ Session info ───────────────────────────────────────────────────────────────\n setting value\n version R version 4.3.2 (2023-10-31)\n os Debian GNU/Linux 12 (bookworm)\n system x86_64, linux-gnu\n ui X11\n language (EN)\n collate en_US.UTF-8\n ctype en_US.UTF-8\n tz America/Los_Angeles\n date 2024-04-03\n pandoc 3.1.1 @ /usr/lib/rstudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)\n\n─ Packages ───────────────────────────────────────────────────────────────────\n ! package * version date (UTC) lib source\n P fs * 1.6.3 2023-07-20 [?] CRAN (R 4.3.1)\n P ggplot2 * 3.4.3 2023-08-14 [?] CRAN (R 4.3.1)\n P ggrastr * 1.0.2 2023-06-01 [?] CRAN (R 4.3.1)\n P poorman * 0.2.7 2023-10-30 [?] RSPM\n P readxl * 1.4.3 2023-07-06 [?] CRAN (R 4.3.1)\n\n [1] /home/sandmann/repositories/blog/renv/library/R-4.3/x86_64-pc-linux-gnu\n [2] /home/sandmann/.cache/R/renv/sandbox/R-4.3/x86_64-pc-linux-gnu/9a444a72\n\n P ── Loaded and on-disk path mismatch.\n\n──────────────────────────────────────────────────────────────────────────────\n```\n:::\n:::\n\n\n
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GMT + + Collaborator-friendly volcano plots with ggplot2 + Thomas Sandmann + https://tomsing1.github.io/blog/posts/volcano/index.html + +

tl;dr

+

volcano plots are a staple of genomics papers. The ggrastr::geom_point_rast() function enables collaborators to post-process plots in inkscape or Adobe illustrator - without overwhelming the application with tens of thousands of individual points.

+ +
+

Introduction

+

As a scientific collaborator, I often contribute visualizations of high throughput experiments to publications. Try as I might, the final touches of a complex figure usually need to be added manually, e.g. using a vector graphics application like inkscape or Adobe Illustrator.

+

Unfortunately, a plot with tens of thousands of points exported from R as a PDF is hard for my collaborators to edit, as these applications struggle to render all of the individual points.

+

Luckily, I can modify my plots to make their life easier.

+
+

Example data from Mattila et al, 2015

+
+
library(fs)
+library(ggplot2)
+library(ggrastr)
+library(poorman)
+library(readxl)
+ggplot2::theme_set(theme_linedraw(base_size = 14))
+
+

Let’s retrieve a table with the results from a differential gene expression analysis by downloading an excel file published as supplementary table S2 by Mattila et al, 2015

+
+
df <- local({
+  kUrl <- paste0(
+    "https://drive.google.com/uc?export=download&",
+    "id=1xWVyoSSrs4hoqf5zVRgGhZPRjNY_fx_7"
+  )  
+  temp_file <- tempfile(fileext = ".xlsx")
+  download.file(kUrl, temp_file)
+  readxl::read_excel(temp_file, sheet = "mlx1 mutant LSD vs. HSD", skip = 3)
+})
+
+

The authors compared the transcriptomes of Drosophila melanogaster (fruifly) larvae carrying mutant form of the Mlx1 gene that were raised either on a high- or low-suger diet. The results of their analysis (with the limma Bioconductor package ) revealed numerous significantly differentially expressed genes (adjusted p-value < 0.05).

+

Let’s visualize their results with a volcano plot! 1

+

To highlight statistically significant differences in expression, let’s add the direction column, labeling up- and down-regulated genes that pass an adjusted p-value threshold of 0.05

+
+
kFdr <- 0.05
+df$direction <- with(df, poorman::case_when(
+  logFC > 0 & adj.P.Val < kFdr ~ "up",
+  logFC < 0 & adj.P.Val < kFdr ~ "down",
+  TRUE ~ "n.s."
+))
+df$direction = factor(df$direction, levels = c("down", "up", "n.s."))
+table(df$direction)
+
+

+down   up n.s. 
+1869 1181 7966 
+
+
+
+
+

A first volcano plot

+

Let’s plot the full dataset, and highlight significantly up- and down-regulated genes in red and blue, respectively.

+
+
p1 <- ggplot() +
+  geom_point(data = df,
+             aes(x = logFC, y = -log10(P.Value), color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p1)
+
+

+
+
+

Not too bad! We might want to label a few genes (e.g. with the ggrepel R package ), but this is a great start.

+

Unfortunately, when I save this plot as a PDF file and share it with my collaborators, they let me know that they have trouble editing the axis labels in Adobe Illustrator - there are simply too many individual points to render!

+

Let’s see what we can do to help.

+
+
+

Summarizing points as densities

+

In most datasets, including this one, only a small fraction of features is of interest. E.g. 7966 genes are not differentially expressed and are plotted in grey. (Because there are so many genes, they are plotted on top of each other.)

+

Instead of plotting all of these points individually, we can summarize them as a 2D density instead:

+
+
p2 <- ggplot() +
+  stat_density2d(
+    data = poorman::filter(df, adj.P.Val >= kFdr),
+    aes(x = logFC, y = -log10(P.Value), fill = after_stat(density ^0.5)), 
+    geom = "tile", contour = FALSE, n = 200) + 
+  scale_fill_gradient2(low = "white", high = "black", guide = "none") +
+  geom_point(data = poorman::filter(df, adj.P.Val < kFdr),
+             aes(x = logFC, y = -log10(P.Value), 
+                 color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p2)
+
+

+
+
+

This reduces the number of points dramatically, as only the 3050 significantly changed (e.g. red and blue) points need to be plotted individually.

+

Can we do even better?

+
+
+

Rastering points

+

The ggrastr R package allows us to raster our ggplot - either specific layers or the entire plot. Instead of plotting every point (often on top of other points), a rasterized image records the intensity of its pixels.

+

The ggrastr::geom_point_rast() function is a drop-in replacement for ggplot2::geom_point().

+

The results are indistinguishable from our first plot. But the underlying layer is now rasterized: the points cannot be edited individually in a vector graphics application, as they are now encoded as a single image.

+
+
p3 <- ggplot() +
+  ggrastr::geom_point_rast(data = df,
+             aes(x = logFC, y = -log10(P.Value), color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p3)
+
+

+
+
+

In addition to making our collaborators’ lifes easier, the rasterized files are also slightly smaller than the original vectorized versions:

+
+
vectorized <- file.path(tempdir(), "vectorized.pdf")
+ggsave(plot = p1, filename = vectorized, width = 4.5, height = 4)
+rasterized <- file.path(tempdir(), "rasterized.pdf")
+ggsave(plot = p3, filename = rasterized, width = 4.5, height = 4)
+
+fs::dir_info(tempdir()) |>
+  poorman::filter(grepl("vectorized|rasterized", path)) |>
+  poorman::select(path, size) |>
+  poorman::mutate(path = basename(path))
+
+
# A tibble: 2 × 2
+  path                  size
+  <chr>          <fs::bytes>
+1 rasterized.pdf        339K
+2 vectorized.pdf        550K
+
+
+
+
+
+

Reproducibility

+
+ +Session Information + +
+
sessioninfo::session_info("attached")
+
+
─ Session info ───────────────────────────────────────────────────────────────
+ setting  value
+ version  R version 4.3.2 (2023-10-31)
+ os       Debian GNU/Linux 12 (bookworm)
+ system   x86_64, linux-gnu
+ ui       X11
+ language (EN)
+ collate  en_US.UTF-8
+ ctype    en_US.UTF-8
+ tz       America/Los_Angeles
+ date     2024-04-03
+ pandoc   3.1.1 @ /usr/lib/rstudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)
+
+─ Packages ───────────────────────────────────────────────────────────────────
+ ! package * version date (UTC) lib source
+ P fs      * 1.6.3   2023-07-20 [?] CRAN (R 4.3.1)
+ P ggplot2 * 3.4.3   2023-08-14 [?] CRAN (R 4.3.1)
+ P ggrastr * 1.0.2   2023-06-01 [?] CRAN (R 4.3.1)
+ P poorman * 0.2.7   2023-10-30 [?] RSPM
+ P readxl  * 1.4.3   2023-07-06 [?] CRAN (R 4.3.1)
+
+ [1] /home/sandmann/repositories/blog/renv/library/R-4.3/x86_64-pc-linux-gnu
+ [2] /home/sandmann/.cache/R/renv/sandbox/R-4.3/x86_64-pc-linux-gnu/9a444a72
+
+ P ── Loaded and on-disk path mismatch.
+
+──────────────────────────────────────────────────────────────────────────────
+
+
+
+ + + + +
+ + +

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Footnotes

+ +
    +
  1. The limma package includes the limma::volcanoplot() function, which creates a volcano plot using base R. Here, I am generating custom plots with ggplot2 instead.↩︎

  2. +
+
]]> + R + ggplot2 + TIL + https://tomsing1.github.io/blog/posts/volcano/index.html + Wed, 03 Apr 2024 07:00:00 GMT + Embedding R into Quarto documents with quarto-webr Thomas Sandmann diff --git a/docs/index.html b/docs/index.html index ed36b55..93932dc 100644 --- a/docs/index.html +++ b/docs/index.html @@ -171,7 +171,7 @@

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tl;dr

+

volcano plots are a staple of genomics papers. The ggrastr::geom_point_rast() function enables collaborators to post-process plots in inkscape or Adobe illustrator - without overwhelming the application with tens of thousands of individual points.

+ +
+

Introduction

+

As a scientific collaborator, I often contribute visualizations of high throughput experiments to publications. Try as I might, the final touches of a complex figure usually need to be added manually, e.g. using a vector graphics application like inkscape or Adobe Illustrator.

+

Unfortunately, a plot with tens of thousands of points exported from R as a PDF is hard for my collaborators to edit, as these applications struggle to render all of the individual points.

+

Luckily, I can modify my plots to make their life easier.

+
+

Example data from Mattila et al, 2015

+
+
library(fs)
+library(ggplot2)
+library(ggrastr)
+library(poorman)
+library(readxl)
+ggplot2::theme_set(theme_linedraw(base_size = 14))
+
+

Let’s retrieve a table with the results from a differential gene expression analysis by downloading an excel file published as supplementary table S2 by Mattila et al, 2015

+
+
df <- local({
+  kUrl <- paste0(
+    "https://drive.google.com/uc?export=download&",
+    "id=1xWVyoSSrs4hoqf5zVRgGhZPRjNY_fx_7"
+  )  
+  temp_file <- tempfile(fileext = ".xlsx")
+  download.file(kUrl, temp_file)
+  readxl::read_excel(temp_file, sheet = "mlx1 mutant LSD vs. HSD", skip = 3)
+})
+
+

The authors compared the transcriptomes of Drosophila melanogaster (fruifly) larvae carrying mutant form of the Mlx1 gene that were raised either on a high- or low-suger diet. The results of their analysis (with the limma Bioconductor package ) revealed numerous significantly differentially expressed genes (adjusted p-value < 0.05).

+

Let’s visualize their results with a volcano plot! 1

+

To highlight statistically significant differences in expression, let’s add the direction column, labeling up- and down-regulated genes that pass an adjusted p-value threshold of 0.05

+
+
kFdr <- 0.05
+df$direction <- with(df, poorman::case_when(
+  logFC > 0 & adj.P.Val < kFdr ~ "up",
+  logFC < 0 & adj.P.Val < kFdr ~ "down",
+  TRUE ~ "n.s."
+))
+df$direction = factor(df$direction, levels = c("down", "up", "n.s."))
+table(df$direction)
+
+

+down   up n.s. 
+1869 1181 7966 
+
+
+
+
+

A first volcano plot

+

Let’s plot the full dataset, and highlight significantly up- and down-regulated genes in red and blue, respectively.

+
+
p1 <- ggplot() +
+  geom_point(data = df,
+             aes(x = logFC, y = -log10(P.Value), color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p1)
+
+

+
+
+

Not too bad! We might want to label a few genes (e.g. with the ggrepel R package ), but this is a great start.

+

Unfortunately, when I save this plot as a PDF file and share it with my collaborators, they let me know that they have trouble editing the axis labels in Adobe Illustrator - there are simply too many individual points to render!

+

Let’s see what we can do to help.

+
+
+

Summarizing points as densities

+

In most datasets, including this one, only a small fraction of features is of interest. E.g. 7966 genes are not differentially expressed and are plotted in grey. (Because there are so many genes, they are plotted on top of each other.)

+

Instead of plotting all of these points individually, we can summarize them as a 2D density instead:

+
+
p2 <- ggplot() +
+  stat_density2d(
+    data = poorman::filter(df, adj.P.Val >= kFdr),
+    aes(x = logFC, y = -log10(P.Value), fill = after_stat(density ^0.5)), 
+    geom = "tile", contour = FALSE, n = 200) + 
+  scale_fill_gradient2(low = "white", high = "black", guide = "none") +
+  geom_point(data = poorman::filter(df, adj.P.Val < kFdr),
+             aes(x = logFC, y = -log10(P.Value), 
+                 color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p2)
+
+

+
+
+

This reduces the number of points dramatically, as only the 3050 significantly changed (e.g. red and blue) points need to be plotted individually.

+

Can we do even better?

+
+
+

Rastering points

+

The ggrastr R package allows us to raster our ggplot - either specific layers or the entire plot. Instead of plotting every point (often on top of other points), a rasterized image records the intensity of its pixels.

+

The ggrastr::geom_point_rast() function is a drop-in replacement for ggplot2::geom_point().

+

The results are indistinguishable from our first plot. But the underlying layer is now rasterized: the points cannot be edited individually in a vector graphics application, as they are now encoded as a single image.

+
+
p3 <- ggplot() +
+  ggrastr::geom_point_rast(data = df,
+             aes(x = logFC, y = -log10(P.Value), color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p3)
+
+

+
+
+

In addition to making our collaborators’ lifes easier, the rasterized files are also slightly smaller than the original vectorized versions:

+
+
vectorized <- file.path(tempdir(), "vectorized.pdf")
+ggsave(plot = p1, filename = vectorized, width = 4.5, height = 4)
+rasterized <- file.path(tempdir(), "rasterized.pdf")
+ggsave(plot = p3, filename = rasterized, width = 4.5, height = 4)
+
+fs::dir_info(tempdir()) |>
+  poorman::filter(grepl("vectorized|rasterized", path)) |>
+  poorman::select(path, size) |>
+  poorman::mutate(path = basename(path))
+
+
# A tibble: 2 × 2
+  path                  size
+  <chr>          <fs::bytes>
+1 rasterized.pdf        339K
+2 vectorized.pdf        550K
+
+
+
+
+
+

Reproducibility

+
+ +Session Information + +
+
sessioninfo::session_info("attached")
+
+
─ Session info ───────────────────────────────────────────────────────────────
+ setting  value
+ version  R version 4.3.2 (2023-10-31)
+ os       Debian GNU/Linux 12 (bookworm)
+ system   x86_64, linux-gnu
+ ui       X11
+ language (EN)
+ collate  en_US.UTF-8
+ ctype    en_US.UTF-8
+ tz       America/Los_Angeles
+ date     2024-04-03
+ pandoc   3.1.1 @ /usr/lib/rstudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)
+
+─ Packages ───────────────────────────────────────────────────────────────────
+ ! package * version date (UTC) lib source
+ P fs      * 1.6.3   2023-07-20 [?] CRAN (R 4.3.1)
+ P ggplot2 * 3.4.3   2023-08-14 [?] CRAN (R 4.3.1)
+ P ggrastr * 1.0.2   2023-06-01 [?] CRAN (R 4.3.1)
+ P poorman * 0.2.7   2023-10-30 [?] RSPM
+ P readxl  * 1.4.3   2023-07-06 [?] CRAN (R 4.3.1)
+
+ [1] /home/sandmann/repositories/blog/renv/library/R-4.3/x86_64-pc-linux-gnu
+ [2] /home/sandmann/.cache/R/renv/sandbox/R-4.3/x86_64-pc-linux-gnu/9a444a72
+
+ P ── Loaded and on-disk path mismatch.
+
+──────────────────────────────────────────────────────────────────────────────
+
+
+
+ + + + +
+ + +

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Footnotes

+ +
    +
  1. The limma package includes the limma::volcanoplot() function, which creates a volcano plot using base R. Here, I am generating custom plots with ggplot2 instead.↩︎

  2. +
+
]]>
+ R + ggplot2 + TIL + https://tomsing1.github.io/blog/posts/volcano/index.html + Wed, 03 Apr 2024 07:00:00 GMT +
First steps: building web applications with Django Thomas Sandmann @@ -12558,237 +13280,5 @@ font-style: inherit;">--outdir SRP213880
https://tomsing1.github.io/blog/posts/nextflow-core-quantseq-1-settings/index.html Mon, 16 Jan 2023 08:00:00 GMT - - QuantSeq RNAseq analysis (2): Exploring nf-core/rnaseq output - Thomas Sandmann - https://tomsing1.github.io/blog/posts/nextflow-core-quantseq-2-output/index.html - -
-
- -
-
-Note -
-
-
-
-
-

This is the second of four posts documenting my progress toward processing and analyzing QuantSeq FWD 3’ tag RNAseq data with the nf-core/rnaseq workflow.

-
    -
  1. Configuring & executing the nf-core/rnaseq workflow
  2. -
  3. Exploring the workflow outputs
  4. -
  5. Validating the workflow by reproducing results published by Xia et al (no UMIs)
  6. -
  7. Validating the workflow by reproducing results published by Nugent et al (including UMIs)
  8. -
-

Many thanks to Harshil Patel, António Miguel de Jesus Domingues and Matthias Zepper for their generous guidance & input via nf-core slack. (Any mistakes are mine.)

-
-
-
-
-

tl;dr

- -
-
-

Reports

-
-

MultiQC report

-

The MultiQC HTML report is a one-stop-shop that summarises QC metrics across the workflow. It can be found int he multiqc folder, in a subdirectory named according to the aligner & quantifier combination used (default: star_salmon).

-
-
-

-
multiqc report
-
-
-
-
-

Pipeline info

-

The pipeline_info folder contains html reports and text (CSV, TXT, YML) files with information about the run, including the versions of the software tools used.

-
-
-

-
pipeline info
-
-
-
-
-

FastQC reports

-

The fastqc folder contains the output of the fastqc tool. Most of the reported metrics are included in the MultiQC report as well, but the HTML reports for individual samples are available here if needed.

-
-
-

-
FastQC report
-
-
-
-
-

Trim Galore reports

-

The trimgalore folder contains

-
    -
  • trimming reports for each sample
  • -
  • the fastqc sub-folder with quality metrics for the trimmed FASTQ files
  • -
-
-
-

-
Trim Galore
-
-
-
-
-

umitools

-

This folder contains the log files returned by UMI-tools

-
-
-

-
UMI-tools
-
-
-
-
-
-

Workflow results

-

The main output of the workflow is available in the star_salmon subdirectory. (This folder is named after the selected alignment & quantification strategy, e.g. star_salmon is present only if this tool combination was used.)

-

It contains multiple folders, as well as the (deduplicated) sorted BAM files for each sample.

-
-

bigwig

-

Genome coverage in bigWig format for each sample.

-
-
-

-
BigWig files
-
-
-
-
-

DESeq2 object & QC metrics

-

The workflow aggregates all counts into a DESeq2 R objects, performs QC and exploratory analyses and serializes the object as deseq2.dds.RData.

-
-
-

-
DESeq2 object & QC metrics
-
-
-
-
-

Dupradar

-

The dupRadar Bioconductor package performs duplication rate quality control.

-
-
-

-
dupRadar
-
-
-
-
-

Featurecounts

-

Output from featurecounts tool is only used to generate QC metrics. For actual quantitation of the gene-level results, the output of salmon (default) or rsem are used.

-

The metrics reported in the featurecounts folder are included in the MultiQC report.

-
-
-

-
featureCounts
-
-
-
-
-

STAR log files

-

This folder contains log files output by the STAR aligner.

-
-
-

-
STAR logs
-
-
-
-
-

Qualimap

-

The qualimap package generates QC metrics from BAM files.

-
-
-

-
Qualimap
-
-
-
-
-

RSEQC

-

The output of the rseqc QC control package are in this directory.

-
-
-

-
RSEQC
-
-
-
-
-
-

Alignments & gene-level counts

-

The star_salmon folder also contains the main results of the workflow: gene-level counts and alignments (BAM files).

-
-

Salmon quantitation

-
-

Aggregated

-

The workflow outputs salmon quantitation results aggregated across all samples. Different types of counts (e.g. raw, length-scaled, TPMs) are available - the choice for downstream analyses depends on the chosen approach. Please see tximport for details.

-
-
-

-
Salmon aggrated output
-
-
-
-
-

By sample

-

In addition, the salmon outputs for individual samples are avialable in sub-folders, one for each sample.

-
-
-

-
Salmon output for each sample
-
-
-
-
-
-

STAR alignments

-

The sorted (and, in the case of datasets that include UMIs, deduplicated) BAM files and their indices are available:

-
-
-

-
STAR alignments
-
-
-
-
-
-

Genome, gene annotations & indices

-

If the workflow was exectuted with the "save_reference": true parameter, then all reference files (FASTA, GTF, BED, etc) and the indices generated for STAR, salmon and rsem are returned in the genome folder within the output directory:

-
-
-

-
genome folder
-
-
-

These files can be reused for future runs, shortening the execuction time of the workflow.

-

Next, we will compare how the gene-counts returned of the nf-core/rnaseq workflow compare to those posted on GEO by the authors of the two datasets we processed in the first post in this series by performing a differential expression analysis in the third and fourth posts in this series.

- - - - -
- -

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

]]> - nextflow - NGS - https://tomsing1.github.io/blog/posts/nextflow-core-quantseq-2-output/index.html - Mon, 16 Jan 2023 08:00:00 GMT - diff --git a/docs/listings.json b/docs/listings.json index 897403a..730ee63 100644 --- a/docs/listings.json +++ b/docs/listings.json @@ -2,6 +2,7 @@ { "listing": "/index.html", "items": [ + "/posts/volcano/index.html", "/posts/tango/index.html", "/posts/pyenv/index.html", "/posts/quarto-webr/index.html", diff --git a/docs/posts/volcano/index.html b/docs/posts/volcano/index.html new file mode 100644 index 0000000..52601b1 --- /dev/null +++ b/docs/posts/volcano/index.html @@ -0,0 +1,1071 @@ + + + + + + + + + + + +Thomas Sandmann’s blog - Collaborator-friendly volcano plots with ggplot2 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ +
+ +
+
+
+

Collaborator-friendly volcano plots with ggplot2

+
+
R
+
ggplot2
+
TIL
+
+
+
+ + +
+ +
+
Author
+
+

Thomas Sandmann

+
+
+ +
+
Published
+
+

April 3, 2024

+
+
+ + +
+ + +
+ + + + +
+ + + + +
+

tl;dr

+

volcano plots are a staple of genomics papers. The ggrastr::geom_point_rast() function enables collaborators to post-process plots in inkscape or Adobe illustrator - without overwhelming the application with tens of thousands of individual points.

+
+
+

Introduction

+

As a scientific collaborator, I often contribute visualizations of high throughput experiments to publications. Try as I might, the final touches of a complex figure usually need to be added manually, e.g. using a vector graphics application like inkscape or Adobe Illustrator.

+

Unfortunately, a plot with tens of thousands of points exported from R as a PDF is hard for my collaborators to edit, as these applications struggle to render all of the individual points.

+

Luckily, I can modify my plots to make their life easier.

+
+

Example data from Mattila et al, 2015

+
+
library(fs)
+library(ggplot2)
+library(ggrastr)
+library(poorman)
+library(readxl)
+ggplot2::theme_set(theme_linedraw(base_size = 14))
+
+

Let’s retrieve a table with the results from a differential gene expression analysis by downloading an excel file published as supplementary table S2 by Mattila et al, 2015

+
+
df <- local({
+  kUrl <- paste0(
+    "https://drive.google.com/uc?export=download&",
+    "id=1xWVyoSSrs4hoqf5zVRgGhZPRjNY_fx_7"
+  )  
+  temp_file <- tempfile(fileext = ".xlsx")
+  download.file(kUrl, temp_file)
+  readxl::read_excel(temp_file, sheet = "mlx1 mutant LSD vs. HSD", skip = 3)
+})
+
+

The authors compared the transcriptomes of Drosophila melanogaster (fruifly) larvae carrying mutant form of the Mlx1 gene that were raised either on a high- or low-suger diet. The results of their analysis (with the limma Bioconductor package ) revealed numerous significantly differentially expressed genes (adjusted p-value < 0.05).

+

Let’s visualize their results with a volcano plot! 1

+

To highlight statistically significant differences in expression, let’s add the direction column, labeling up- and down-regulated genes that pass an adjusted p-value threshold of 0.05

+
+
kFdr <- 0.05
+df$direction <- with(df, poorman::case_when(
+  logFC > 0 & adj.P.Val < kFdr ~ "up",
+  logFC < 0 & adj.P.Val < kFdr ~ "down",
+  TRUE ~ "n.s."
+))
+df$direction = factor(df$direction, levels = c("down", "up", "n.s."))
+table(df$direction)
+
+

+down   up n.s. 
+1869 1181 7966 
+
+
+
+
+

A first volcano plot

+

Let’s plot the full dataset, and highlight significantly up- and down-regulated genes in red and blue, respectively.

+
+
p1 <- ggplot() +
+  geom_point(data = df,
+             aes(x = logFC, y = -log10(P.Value), color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p1)
+
+

+
+
+

Not too bad! We might want to label a few genes (e.g. with the ggrepel R package ), but this is a great start.

+

Unfortunately, when I save this plot as a PDF file and share it with my collaborators, they let me know that they have trouble editing the axis labels in Adobe Illustrator - there are simply too many individual points to render!

+

Let’s see what we can do to help.

+
+
+

Summarizing points as densities

+

In most datasets, including this one, only a small fraction of features is of interest. E.g. 7966 genes are not differentially expressed and are plotted in grey. (Because there are so many genes, they are plotted on top of each other.)

+

Instead of plotting all of these points individually, we can summarize them as a 2D density instead:

+
+
p2 <- ggplot() +
+  stat_density2d(
+    data = poorman::filter(df, adj.P.Val >= kFdr),
+    aes(x = logFC, y = -log10(P.Value), fill = after_stat(density ^0.5)), 
+    geom = "tile", contour = FALSE, n = 200) + 
+  scale_fill_gradient2(low = "white", high = "black", guide = "none") +
+  geom_point(data = poorman::filter(df, adj.P.Val < kFdr),
+             aes(x = logFC, y = -log10(P.Value), 
+                 color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p2)
+
+

+
+
+

This reduces the number of points dramatically, as only the 3050 significantly changed (e.g. red and blue) points need to be plotted individually.

+

Can we do even better?

+
+
+

Rastering points

+

The ggrastr R package allows us to raster our ggplot - either specific layers or the entire plot. Instead of plotting every point (often on top of other points), a rasterized image records the intensity of its pixels.

+

The ggrastr::geom_point_rast() function is a drop-in replacement for ggplot2::geom_point().

+

The results are indistinguishable from our first plot. But the underlying layer is now rasterized: the points cannot be edited individually in a vector graphics application, as they are now encoded as a single image.

+
+
p3 <- ggplot() +
+  ggrastr::geom_point_rast(data = df,
+             aes(x = logFC, y = -log10(P.Value), color = direction),
+             alpha = 0.4) +
+  scale_color_manual(values = c("up" = "#E41A1C",
+                                "down" = "#377EB8", 
+                                "n.s." = "lightgrey"),
+                     guide = "none") +
+  labs(
+    x = "Fold change (log2)",
+    y = "-log10(p-value)"
+  ) +
+  theme(panel.grid = element_blank())
+print(p3)
+
+

+
+
+

In addition to making our collaborators’ lifes easier, the rasterized files are also slightly smaller than the original vectorized versions:

+
+
vectorized <- file.path(tempdir(), "vectorized.pdf")
+ggsave(plot = p1, filename = vectorized, width = 4.5, height = 4)
+rasterized <- file.path(tempdir(), "rasterized.pdf")
+ggsave(plot = p3, filename = rasterized, width = 4.5, height = 4)
+
+fs::dir_info(tempdir()) |>
+  poorman::filter(grepl("vectorized|rasterized", path)) |>
+  poorman::select(path, size) |>
+  poorman::mutate(path = basename(path))
+
+
# A tibble: 2 × 2
+  path                  size
+  <chr>          <fs::bytes>
+1 rasterized.pdf        339K
+2 vectorized.pdf        550K
+
+
+
+
+
+

Reproducibility

+
+ +Session Information + +
+
sessioninfo::session_info("attached")
+
+
─ Session info ───────────────────────────────────────────────────────────────
+ setting  value
+ version  R version 4.3.2 (2023-10-31)
+ os       Debian GNU/Linux 12 (bookworm)
+ system   x86_64, linux-gnu
+ ui       X11
+ language (EN)
+ collate  en_US.UTF-8
+ ctype    en_US.UTF-8
+ tz       America/Los_Angeles
+ date     2024-04-03
+ pandoc   3.1.1 @ /usr/lib/rstudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)
+
+─ Packages ───────────────────────────────────────────────────────────────────
+ ! package * version date (UTC) lib source
+ P fs      * 1.6.3   2023-07-20 [?] CRAN (R 4.3.1)
+ P ggplot2 * 3.4.3   2023-08-14 [?] CRAN (R 4.3.1)
+ P ggrastr * 1.0.2   2023-06-01 [?] CRAN (R 4.3.1)
+ P poorman * 0.2.7   2023-10-30 [?] RSPM
+ P readxl  * 1.4.3   2023-07-06 [?] CRAN (R 4.3.1)
+
+ [1] /home/sandmann/repositories/blog/renv/library/R-4.3/x86_64-pc-linux-gnu
+ [2] /home/sandmann/.cache/R/renv/sandbox/R-4.3/x86_64-pc-linux-gnu/9a444a72
+
+ P ── Loaded and on-disk path mismatch.
+
+──────────────────────────────────────────────────────────────────────────────
+
+
+
+ + + + +
+ + +

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Footnotes

+ +
    +
  1. The limma package includes the limma::volcanoplot() function, which creates a volcano plot using base R. Here, I am generating custom plots with ggplot2 instead.↩︎

  2. +
+
+ + +
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2024\n\n\nFirst steps: building web applications with Django\n\n\nThomas Sandmann\n\n\n2 min\n\n\n\n\nDec 27, 2023\n\n\nCreating virtual environments with pyenv\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nNov 18, 2023\n\n\nEmbedding R into Quarto documents with quarto-webr\n\n\nThomas Sandmann\n\n\n8 min\n\n\n\n\nSep 17, 2023\n\n\nRetrieving access-controlled data from NCBI’s dbGAP repository\n\n\nThomas Sandmann\n\n\n6 min\n\n\n\n\nSep 13, 2023\n\n\nAdventures with parquet III: single-cell RNA-seq data and comparison with HDF5-backed arrays\n\n\nThomas Sandmann\n\n\n11 min\n\n\n\n\nSep 5, 2023\n\n\nAdventures with parquet II: Implementing the parquetArraySeed S4 class\n\n\nThomas Sandmann\n\n\n11 min\n\n\n\n\nAug 31, 2023\n\n\nAdventures with parquet: Storing & querying gene expression data\n\n\nThomas Sandmann\n\n\n7 min\n\n\n\n\nAug 30, 2023\n\n\nOrganizing sequencing metadata: experimenting with S7\n\n\nThomas Sandmann\n\n\n10 min\n\n\n\n\nAug 28, 2023\n\n\ntourrr: Exploring multi-dimensional data\n\n\nThomas Sandmann\n\n\n6 min\n\n\n\n\nJul 31, 2023\n\n\nCustomizing my Quarto website\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nJul 24, 2023\n\n\nGuess the correlation - a first streamlit app\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nJul 21, 2023\n\n\nGrav - a lightweight content management system\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nJul 21, 2023\n\n\nGreg Wilson: Late Night Thoughts on Listening to Ike Quebec (2018)\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nJun 26, 2023\n\n\nDocumenting data wrangling with the dtrackr R package\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nMay 6, 2023\n\n\nQuerying parquet files with duckdb\n\n\nThomas Sandmann\n\n\n6 min\n\n\n\n\nMar 12, 2023\n\n\nLemur: analyzing multi-condition single-cell data\n\n\nThomas Sandmann\n\n\n14 min\n\n\n\n\n\nFeb 25, 2023\n\n\nSimultaneously inserting records into two tables with Postgres CTEs\n\n\nThomas Sandmann\n\n\n4 min\n\n\n\n\nJan 21, 2023\n\n\nDistributing R packages with a drat repository hosted on AWS S3\n\n\nThomas Sandmann\n\n\n12 min\n\n\n\n\nJan 16, 2023\n\n\nQuantSeq RNAseq analysis (1): configuring the nf-core/rnaseq workflow\n\n\nThomas Sandmann\n\n\n13 min\n\n\n\n\nJan 16, 2023\n\n\nQuantSeq RNAseq analysis (2): Exploring nf-core/rnaseq output\n\n\nThomas Sandmann\n\n\n4 min\n\n\n\n\nJan 16, 2023\n\n\nQuantSeq RNAseq analysis (3): Validating published results (no UMIs)\n\n\nThomas Sandmann\n\n\n14 min\n\n\n\n\nJan 16, 2023\n\n\nQuantSeq RNAseq analysis (4): Validating published results (with UMIs)\n\n\nThomas Sandmann\n\n\n13 min\n\n\n\n\nJan 2, 2023\n\n\nSQL and noSQL approaches to creating & querying databases (using R)\n\n\nThomas Sandmann\n\n\n13 min\n\n\n\n\n\nDec 27, 2022\n\n\nInteractive GSEA results: visualizations with reactable & plotly\n\n\nThomas Sandmann\n\n\n27 min\n\n\n\n\nDec 24, 2022\n\n\nUpSet plots: comparing differential expression across contrasts\n\n\nThomas Sandmann\n\n\n8 min\n\n\n\n\nDec 22, 2022\n\n\nFigure size, layout & tabsets with Quarto\n\n\nThomas Sandmann\n\n\n2 min\n\n\n\n\nDec 12, 2022\n\n\nFull text search in Postgres - the R way\n\n\nThomas Sandmann\n\n\n11 min\n\n\n\n\nDec 11, 2022\n\n\nUpdating R the easy way: using rig command line tool\n\n\nThomas Sandmann\n\n\n2 min\n\n\n\n\nDec 10, 2022\n\n\n2022 normconf: lightning talks\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nDec 8, 2022\n\n\nThe rlist R package\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nNov 17, 2022\n\n\nCreating custom badges for your README\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nNov 15, 2022\n\n\nLearning nextflow: blasting multiple sequences\n\n\nThomas Sandmann\n\n\n8 min\n\n\n\n\nNov 14, 2022\n\n\nPython type hints\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nNov 13, 2022\n\n\nFujita et al: Cell-subtype specific effects of genetic variation in the aging and Alzheimer cortex\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nNov 13, 2022\n\n\nRefreshing & exporting temporary AWS credentials\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nNov 12, 2022\n\n\nInstalling pyroe with conda\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nNov 12, 2022\n\n\nWelcome To My Blog\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\n\n\nNo matching items\n\n\n \n\nThis work is licensed under a Creative Commons Attribution 4.0 International License." + "text": "Date\n\n\nTitle\n\n\nAuthor\n\n\nReading Time\n\n\n\n\n\n\nApr 3, 2024\n\n\nCollaborator-friendly volcano plots with ggplot2\n\n\nThomas Sandmann\n\n\n7 min\n\n\n\n\nJan 1, 2024\n\n\nFirst steps: building web applications with Django\n\n\nThomas Sandmann\n\n\n2 min\n\n\n\n\nDec 27, 2023\n\n\nCreating virtual environments with pyenv\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nNov 18, 2023\n\n\nEmbedding R into Quarto documents with quarto-webr\n\n\nThomas Sandmann\n\n\n8 min\n\n\n\n\nSep 17, 2023\n\n\nRetrieving access-controlled data from NCBI’s dbGAP repository\n\n\nThomas Sandmann\n\n\n6 min\n\n\n\n\nSep 13, 2023\n\n\nAdventures with parquet III: single-cell RNA-seq data and comparison with HDF5-backed arrays\n\n\nThomas Sandmann\n\n\n11 min\n\n\n\n\nSep 5, 2023\n\n\nAdventures with parquet II: Implementing the parquetArraySeed S4 class\n\n\nThomas Sandmann\n\n\n11 min\n\n\n\n\nAug 31, 2023\n\n\nAdventures with parquet: Storing & querying gene expression data\n\n\nThomas Sandmann\n\n\n7 min\n\n\n\n\nAug 30, 2023\n\n\nOrganizing sequencing metadata: experimenting with S7\n\n\nThomas Sandmann\n\n\n10 min\n\n\n\n\nAug 28, 2023\n\n\ntourrr: Exploring multi-dimensional data\n\n\nThomas Sandmann\n\n\n6 min\n\n\n\n\nJul 31, 2023\n\n\nCustomizing my Quarto website\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nJul 24, 2023\n\n\nGuess the correlation - a first streamlit app\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nJul 21, 2023\n\n\nGrav - a lightweight content management system\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nJul 21, 2023\n\n\nGreg Wilson: Late Night Thoughts on Listening to Ike Quebec (2018)\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nJun 26, 2023\n\n\nDocumenting data wrangling with the dtrackr R package\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nMay 6, 2023\n\n\nQuerying parquet files with duckdb\n\n\nThomas Sandmann\n\n\n6 min\n\n\n\n\nMar 12, 2023\n\n\nLemur: analyzing multi-condition single-cell data\n\n\nThomas Sandmann\n\n\n14 min\n\n\n\n\n\nFeb 25, 2023\n\n\nSimultaneously inserting records into two tables with Postgres CTEs\n\n\nThomas Sandmann\n\n\n4 min\n\n\n\n\nJan 21, 2023\n\n\nDistributing R packages with a drat repository hosted on AWS S3\n\n\nThomas Sandmann\n\n\n12 min\n\n\n\n\nJan 16, 2023\n\n\nQuantSeq RNAseq analysis (1): configuring the nf-core/rnaseq workflow\n\n\nThomas Sandmann\n\n\n13 min\n\n\n\n\nJan 16, 2023\n\n\nQuantSeq RNAseq analysis (2): Exploring nf-core/rnaseq output\n\n\nThomas Sandmann\n\n\n4 min\n\n\n\n\nJan 16, 2023\n\n\nQuantSeq RNAseq analysis (3): Validating published results (no UMIs)\n\n\nThomas Sandmann\n\n\n14 min\n\n\n\n\nJan 16, 2023\n\n\nQuantSeq RNAseq analysis (4): Validating published results (with UMIs)\n\n\nThomas Sandmann\n\n\n13 min\n\n\n\n\nJan 2, 2023\n\n\nSQL and noSQL approaches to creating & querying databases (using R)\n\n\nThomas Sandmann\n\n\n13 min\n\n\n\n\n\nDec 27, 2022\n\n\nInteractive GSEA results: visualizations with reactable & plotly\n\n\nThomas Sandmann\n\n\n27 min\n\n\n\n\nDec 24, 2022\n\n\nUpSet plots: comparing differential expression across contrasts\n\n\nThomas Sandmann\n\n\n8 min\n\n\n\n\nDec 22, 2022\n\n\nFigure size, layout & tabsets with Quarto\n\n\nThomas Sandmann\n\n\n2 min\n\n\n\n\nDec 12, 2022\n\n\nFull text search in Postgres - the R way\n\n\nThomas Sandmann\n\n\n11 min\n\n\n\n\nDec 11, 2022\n\n\nUpdating R the easy way: using rig command line tool\n\n\nThomas Sandmann\n\n\n2 min\n\n\n\n\nDec 10, 2022\n\n\n2022 normconf: lightning talks\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nDec 8, 2022\n\n\nThe rlist R package\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nNov 17, 2022\n\n\nCreating custom badges for your README\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nNov 15, 2022\n\n\nLearning nextflow: blasting multiple sequences\n\n\nThomas Sandmann\n\n\n8 min\n\n\n\n\nNov 14, 2022\n\n\nPython type hints\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nNov 13, 2022\n\n\nFujita et al: Cell-subtype specific effects of genetic variation in the aging and Alzheimer cortex\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nNov 13, 2022\n\n\nRefreshing & exporting temporary AWS credentials\n\n\nThomas Sandmann\n\n\n3 min\n\n\n\n\nNov 12, 2022\n\n\nInstalling pyroe with conda\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\nNov 12, 2022\n\n\nWelcome To My Blog\n\n\nThomas Sandmann\n\n\n1 min\n\n\n\n\n\n\nNo matching items\n\n\n \n\nThis work is licensed under a Creative Commons Attribution 4.0 International License." }, { "objectID": "posts/fujita_2022/index.html", @@ -1209,5 +1209,40 @@ "title": "Creating virtual environments with pyenv", "section": "Using virtual environment in VS Code", "text": "Using virtual environment in VS Code\nTo use my virtual environment in the VS Code IDE:\n\nOpen VSCode preferences (Ctrl + ,)\nSearch for venv.\nAdd ~/.pyenv to the “Venv Path” text box.\n\nOnce I created a first python file in VS Code, I could choose the python interpretor from the rango virtual environment by clicking on the python version in the bottom right of the IDE window." + }, + { + "objectID": "posts/volcano/index.html", + "href": "posts/volcano/index.html", + "title": "Collaborator-friendly volcano plots with ggplot2", + "section": "", + "text": "volcano plots are a staple of genomics papers. The ggrastr::geom_point_rast() function enables collaborators to post-process plots in inkscape or Adobe illustrator - without overwhelming the application with tens of thousands of individual points.\nThis work is licensed under a Creative Commons Attribution 4.0 International License." + }, + { + "objectID": "posts/volcano/index.html#tldr", + "href": "posts/volcano/index.html#tldr", + "title": "Collaborator-friendly volcano plots with ggplot2", + "section": "", + "text": "volcano plots are a staple of genomics papers. The ggrastr::geom_point_rast() function enables collaborators to post-process plots in inkscape or Adobe illustrator - without overwhelming the application with tens of thousands of individual points." + }, + { + "objectID": "posts/volcano/index.html#introduction", + "href": "posts/volcano/index.html#introduction", + "title": "Collaborator-friendly volcano plots with ggplot2", + "section": "Introduction", + "text": "Introduction\nAs a scientific collaborator, I often contribute visualizations of high throughput experiments to publications. Try as I might, the final touches of a complex figure usually need to be added manually, e.g. using a vector graphics application like inkscape or Adobe Illustrator.\nUnfortunately, a plot with tens of thousands of points exported from R as a PDF is hard for my collaborators to edit, as these applications struggle to render all of the individual points.\nLuckily, I can modify my plots to make their life easier.\n\nExample data from Mattila et al, 2015\n\nlibrary(fs)\nlibrary(ggplot2)\nlibrary(ggrastr)\nlibrary(poorman)\nlibrary(readxl)\nggplot2::theme_set(theme_linedraw(base_size = 14))\n\nLet’s retrieve a table with the results from a differential gene expression analysis by downloading an excel file published as supplementary table S2 by Mattila et al, 2015\n\ndf <- local({\n kUrl <- paste0(\n \"https://drive.google.com/uc?export=download&\",\n \"id=1xWVyoSSrs4hoqf5zVRgGhZPRjNY_fx_7\"\n ) \n temp_file <- tempfile(fileext = \".xlsx\")\n download.file(kUrl, temp_file)\n readxl::read_excel(temp_file, sheet = \"mlx1 mutant LSD vs. HSD\", skip = 3)\n})\n\nThe authors compared the transcriptomes of Drosophila melanogaster (fruifly) larvae carrying mutant form of the Mlx1 gene that were raised either on a high- or low-suger diet. The results of their analysis (with the limma Bioconductor package ) revealed numerous significantly differentially expressed genes (adjusted p-value < 0.05).\nLet’s visualize their results with a volcano plot! 1\nTo highlight statistically significant differences in expression, let’s add the direction column, labeling up- and down-regulated genes that pass an adjusted p-value threshold of 0.05\n\nkFdr <- 0.05\ndf$direction <- with(df, poorman::case_when(\n logFC > 0 & adj.P.Val < kFdr ~ \"up\",\n logFC < 0 & adj.P.Val < kFdr ~ \"down\",\n TRUE ~ \"n.s.\"\n))\ndf$direction = factor(df$direction, levels = c(\"down\", \"up\", \"n.s.\"))\ntable(df$direction)\n\n\ndown up n.s. \n1869 1181 7966 \n\n\n\n\nA first volcano plot\nLet’s plot the full dataset, and highlight significantly up- and down-regulated genes in red and blue, respectively.\n\np1 <- ggplot() +\n geom_point(data = df,\n aes(x = logFC, y = -log10(P.Value), color = direction),\n alpha = 0.4) +\n scale_color_manual(values = c(\"up\" = \"#E41A1C\",\n \"down\" = \"#377EB8\", \n \"n.s.\" = \"lightgrey\"),\n guide = \"none\") +\n labs(\n x = \"Fold change (log2)\",\n y = \"-log10(p-value)\"\n ) +\n theme(panel.grid = element_blank())\nprint(p1)\n\n\n\n\nNot too bad! We might want to label a few genes (e.g. with the ggrepel R package ), but this is a great start.\nUnfortunately, when I save this plot as a PDF file and share it with my collaborators, they let me know that they have trouble editing the axis labels in Adobe Illustrator - there are simply too many individual points to render!\nLet’s see what we can do to help.\n\n\nSummarizing points as densities\nIn most datasets, including this one, only a small fraction of features is of interest. E.g. 7966 genes are not differentially expressed and are plotted in grey. (Because there are so many genes, they are plotted on top of each other.)\nInstead of plotting all of these points individually, we can summarize them as a 2D density instead:\n\np2 <- ggplot() +\n stat_density2d(\n data = poorman::filter(df, adj.P.Val >= kFdr),\n aes(x = logFC, y = -log10(P.Value), fill = after_stat(density ^0.5)), \n geom = \"tile\", contour = FALSE, n = 200) + \n scale_fill_gradient2(low = \"white\", high = \"black\", guide = \"none\") +\n geom_point(data = poorman::filter(df, adj.P.Val < kFdr),\n aes(x = logFC, y = -log10(P.Value), \n color = direction),\n alpha = 0.4) +\n scale_color_manual(values = c(\"up\" = \"#E41A1C\",\n \"down\" = \"#377EB8\", \n \"n.s.\" = \"lightgrey\"),\n guide = \"none\") +\n labs(\n x = \"Fold change (log2)\",\n y = \"-log10(p-value)\"\n ) +\n theme(panel.grid = element_blank())\nprint(p2)\n\n\n\n\nThis reduces the number of points dramatically, as only the 3050 significantly changed (e.g. red and blue) points need to be plotted individually.\nCan we do even better?\n\n\nRastering points\nThe ggrastr R package allows us to raster our ggplot - either specific layers or the entire plot. Instead of plotting every point (often on top of other points), a rasterized image records the intensity of its pixels.\nThe ggrastr::geom_point_rast() function is a drop-in replacement for ggplot2::geom_point().\nThe results are indistinguishable from our first plot. But the underlying layer is now rasterized: the points cannot be edited individually in a vector graphics application, as they are now encoded as a single image.\n\np3 <- ggplot() +\n ggrastr::geom_point_rast(data = df,\n aes(x = logFC, y = -log10(P.Value), color = direction),\n alpha = 0.4) +\n scale_color_manual(values = c(\"up\" = \"#E41A1C\",\n \"down\" = \"#377EB8\", \n \"n.s.\" = \"lightgrey\"),\n guide = \"none\") +\n labs(\n x = \"Fold change (log2)\",\n y = \"-log10(p-value)\"\n ) +\n theme(panel.grid = element_blank())\nprint(p3)\n\n\n\n\nIn addition to making our collaborators’ lifes easier, the rasterized files are also slightly smaller than the original vectorized versions:\n\nvectorized <- file.path(tempdir(), \"vectorized.pdf\")\nggsave(plot = p1, filename = vectorized, width = 4.5, height = 4)\nrasterized <- file.path(tempdir(), \"rasterized.pdf\")\nggsave(plot = p3, filename = rasterized, width = 4.5, height = 4)\n\nfs::dir_info(tempdir()) |>\n poorman::filter(grepl(\"vectorized|rasterized\", path)) |>\n poorman::select(path, size) |>\n poorman::mutate(path = basename(path))\n\n# A tibble: 2 × 2\n path size\n <chr> <fs::bytes>\n1 rasterized.pdf 339K\n2 vectorized.pdf 550K" + }, + { + "objectID": "posts/volcano/index.html#reproducibility", + "href": "posts/volcano/index.html#reproducibility", + "title": "Collaborator-friendly volcano plots with ggplot2", + "section": "Reproducibility", + "text": "Reproducibility\n\n\nSession Information\n\n\nsessioninfo::session_info(\"attached\")\n\n─ Session info ───────────────────────────────────────────────────────────────\n setting value\n version R version 4.3.2 (2023-10-31)\n os Debian GNU/Linux 12 (bookworm)\n system x86_64, linux-gnu\n ui X11\n language (EN)\n collate en_US.UTF-8\n ctype en_US.UTF-8\n tz America/Los_Angeles\n date 2024-04-03\n pandoc 3.1.1 @ /usr/lib/rstudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)\n\n─ Packages ───────────────────────────────────────────────────────────────────\n ! package * version date (UTC) lib source\n P fs * 1.6.3 2023-07-20 [?] CRAN (R 4.3.1)\n P ggplot2 * 3.4.3 2023-08-14 [?] CRAN (R 4.3.1)\n P ggrastr * 1.0.2 2023-06-01 [?] CRAN (R 4.3.1)\n P poorman * 0.2.7 2023-10-30 [?] RSPM\n P readxl * 1.4.3 2023-07-06 [?] CRAN (R 4.3.1)\n\n [1] /home/sandmann/repositories/blog/renv/library/R-4.3/x86_64-pc-linux-gnu\n [2] /home/sandmann/.cache/R/renv/sandbox/R-4.3/x86_64-pc-linux-gnu/9a444a72\n\n P ── Loaded and on-disk path mismatch.\n\n──────────────────────────────────────────────────────────────────────────────" + }, + { + "objectID": "posts/volcano/index.html#footnotes", + "href": "posts/volcano/index.html#footnotes", + "title": "Collaborator-friendly volcano plots with ggplot2", + "section": "Footnotes", + "text": "Footnotes\n\n\nThe limma package includes the limma::volcanoplot() function, which creates a volcano plot using base R. Here, I am generating custom plots with ggplot2 instead.↩︎" } ] \ No newline at end of file diff --git a/docs/sitemap.xml b/docs/sitemap.xml index 2a8b050..7ce65a0 100644 --- a/docs/sitemap.xml +++ b/docs/sitemap.xml @@ -70,7 +70,7 @@ https://tomsing1.github.io/blog/index.html - 2024-01-02T03:32:01.747Z + 2024-04-04T05:08:01.104Z https://tomsing1.github.io/blog/posts/fujita_2022/index.html @@ -164,4 +164,8 @@ https://tomsing1.github.io/blog/posts/tango/index.html 2024-01-02T03:32:00.001Z + + https://tomsing1.github.io/blog/posts/volcano/index.html + 2024-04-04T05:07:59.514Z + diff --git a/posts/volcano/index.qmd b/posts/volcano/index.qmd new file mode 100644 index 0000000..a97da0f --- /dev/null +++ b/posts/volcano/index.qmd @@ -0,0 +1,245 @@ +--- +title: "Collaborator-friendly volcano plots with ggplot2" +author: "Thomas Sandmann" +date: "2024-04-03" +freeze: true +categories: [R, ggplot2, TIL] +editor: + markdown: + wrap: 72 +format: + html: + toc: true + toc-depth: 4 + code-tools: + source: true + toggle: false + caption: none +editor_options: + chunk_output_type: console +--- + +## tl;dr + +[volcano plots](https://en.wikipedia.org/wiki/Volcano_plot_(statistics)) +are a staple of genomics papers. The `ggrastr::geom_point_rast()` function +enables collaborators to post-process plots in +[inkscape](https://inkscape.org/) +or +Adobe illustrator - without overwhelming the application with tens of thousands +of individual points. + +## Introduction + +As a scientific collaborator, I often contribute visualizations of high +throughput experiments to publications. Try as I might, the final touches of a +complex figure usually need to be added manually, e.g. using a vector graphics +application like inkscape or Adobe Illustrator. + +Unfortunately, a plot with tens of thousands of points exported from R as a PDF +is hard for my collaborators to edit, as these applications struggle to render +all of the individual points. + +Luckily, I can modify my plots to make their life easier. + +### Example data from Mattila et al, 2015 + +```{r} +#| message: false +#| warning: false +library(fs) +library(ggplot2) +library(ggrastr) +library(poorman) +library(readxl) +ggplot2::theme_set(theme_linedraw(base_size = 14)) +``` + +Let's retrieve a table with the results from a differential gene expression +analysis by downloading an excel file published as supplementary table S2 +by +[Mattila et al, 2015](https://doi.org/10.1016/j.celrep.2015.08.081) + +```{r} +df <- local({ + kUrl <- paste0( + "https://drive.google.com/uc?export=download&", + "id=1xWVyoSSrs4hoqf5zVRgGhZPRjNY_fx_7" + ) + temp_file <- tempfile(fileext = ".xlsx") + download.file(kUrl, temp_file) + readxl::read_excel(temp_file, sheet = "mlx1 mutant LSD vs. HSD", skip = 3) +}) +``` + +The authors compared the transcriptomes of _Drosophila melanogaster_ (fruifly) +larvae carrying mutant form of the _Mlx1_ gene that were +raised either on a high- or low-suger diet. The results of their analysis +(with the +[limma Bioconductor package](https://bioconductor.org/packages/release/bioc/html/limma.html) +) revealed numerous significantly differentially expressed genes (adjusted +p-value < 0.05). + +Let's visualize their results with a volcano plot! [^1] + +[^1]: The limma package includes the `limma::volcanoplot()` function, which +creates a volcano plot using base R. Here, I am generating custom plots with +`ggplot2` instead. + +To highlight statistically significant differences in expression, let's add +the `direction` column, labeling up- and down-regulated genes that pass an +adjusted p-value threshold of 0.05 + +```{r} +kFdr <- 0.05 +df$direction <- with(df, poorman::case_when( + logFC > 0 & adj.P.Val < kFdr ~ "up", + logFC < 0 & adj.P.Val < kFdr ~ "down", + TRUE ~ "n.s." +)) +df$direction = factor(df$direction, levels = c("down", "up", "n.s.")) +table(df$direction) +``` + +### A first volcano plot + +Let's plot the full dataset, and highlight significantly up- and down-regulated +genes in red and blue, respectively. + +```{r} +#| fig-width: 4.5 +#| fig-height: 4 + +p1 <- ggplot() + + geom_point(data = df, + aes(x = logFC, y = -log10(P.Value), color = direction), + alpha = 0.4) + + scale_color_manual(values = c("up" = "#E41A1C", + "down" = "#377EB8", + "n.s." = "lightgrey"), + guide = "none") + + labs( + x = "Fold change (log2)", + y = "-log10(p-value)" + ) + + theme(panel.grid = element_blank()) +print(p1) +``` + +Not too bad! We might want to label a few genes (e.g. with the +[ggrepel R package](https://ggrepel.slowkow.com/) +), but this is a great start. + +Unfortunately, when I save this plot as a PDF file and share it with my +collaborators, they let me know that they have trouble editing the axis labels +in Adobe Illustrator - there are simply too many individual points to render! + +Let's see what we can do to help. + +### Summarizing points as densities + +In most datasets, including this one, only a small fraction of features is +of interest. E.g. `r table(df$direction)["n.s."]` genes are _not_ differentially +expressed and are plotted in grey. (Because there are so many genes, they are +plotted on top of each other.) + +Instead of plotting all of these points individually, we can summarize them +as a 2D density instead: + +```{r} +#| fig-width: 4.5 +#| fig-height: 4 + +p2 <- ggplot() + + stat_density2d( + data = poorman::filter(df, adj.P.Val >= kFdr), + aes(x = logFC, y = -log10(P.Value), fill = after_stat(density ^0.5)), + geom = "tile", contour = FALSE, n = 200) + + scale_fill_gradient2(low = "white", high = "black", guide = "none") + + geom_point(data = poorman::filter(df, adj.P.Val < kFdr), + aes(x = logFC, y = -log10(P.Value), + color = direction), + alpha = 0.4) + + scale_color_manual(values = c("up" = "#E41A1C", + "down" = "#377EB8", + "n.s." = "lightgrey"), + guide = "none") + + labs( + x = "Fold change (log2)", + y = "-log10(p-value)" + ) + + theme(panel.grid = element_blank()) +print(p2) +``` + +This reduces the number of points dramatically, as only the +`r sum(!df$direction == "n.s.")` significantly changed (e.g. red and blue) +points need to be plotted individually. + +Can we do even better? + +### Rastering points + +The +[ggrastr R package](https://cran.r-project.org/package=ggrastr) +allows us to +[raster](https://en.wikipedia.org/wiki/Rasterisation) +our ggplot - either specific layers or the entire plot. Instead of plotting +every point (often on top of other points), a rasterized image records the +intensity of its pixels. + +The `ggrastr::geom_point_rast()` function is a drop-in replacement for +`ggplot2::geom_point()`. + +The results are indistinguishable from our first plot. But the underlying +layer is now rasterized: the points cannot be edited individually in a vector +graphics application, as they are now encoded as a single image. + +```{r} +#| fig-width: 4.5 +#| fig-height: 4 + +p3 <- ggplot() + + ggrastr::geom_point_rast(data = df, + aes(x = logFC, y = -log10(P.Value), color = direction), + alpha = 0.4) + + scale_color_manual(values = c("up" = "#E41A1C", + "down" = "#377EB8", + "n.s." = "lightgrey"), + guide = "none") + + labs( + x = "Fold change (log2)", + y = "-log10(p-value)" + ) + + theme(panel.grid = element_blank()) +print(p3) +``` + +In addition to making our collaborators' lifes easier, the rasterized files +are also slightly smaller than the original vectorized versions: + +```{r} +vectorized <- file.path(tempdir(), "vectorized.pdf") +ggsave(plot = p1, filename = vectorized, width = 4.5, height = 4) +rasterized <- file.path(tempdir(), "rasterized.pdf") +ggsave(plot = p3, filename = rasterized, width = 4.5, height = 4) + +fs::dir_info(tempdir()) |> + poorman::filter(grepl("vectorized|rasterized", path)) |> + poorman::select(path, size) |> + poorman::mutate(path = basename(path)) +``` + +## Reproducibility + +

+ +Session Information + + +```{r} +sessioninfo::session_info("attached") +``` + +
+ \ No newline at end of file diff --git a/renv.lock b/renv.lock index e6a188d..9fe5ee3 100644 --- a/renv.lock +++ b/renv.lock @@ -1,30 +1,10 @@ { "R": { - "Version": "4.3.1", + "Version": "4.3.2", "Repositories": [ - { - "Name": "BioCsoft", - "URL": "https://bioconductor.org/packages/3.17/bioc" - }, - { - "Name": "BioCann", - "URL": "https://bioconductor.org/packages/3.17/data/annotation" - }, - { - "Name": "BioCexp", - "URL": "https://bioconductor.org/packages/3.17/data/experiment" - }, - { - "Name": "BioCworkflows", - "URL": "https://bioconductor.org/packages/3.17/workflows" - }, - { - "Name": "BioCbooks", - "URL": "https://bioconductor.org/packages/3.17/books" - }, { "Name": "CRAN", - "URL": "https://cloud.r-project.org" + "URL": "https://packagemanager.posit.co/cran/latest" } ] }, @@ -563,22 +543,6 @@ ], "Hash": "c0b32206f8fe744ce403278bf11176bb" }, - "Homo.sapiens": { - "Package": "Homo.sapiens", - "Version": "1.3.1", - "Source": "Bioconductor", - "Requirements": [ - "AnnotationDbi", - "GO.db", - "GenomicFeatures", - "OrganismDbi", - "R", - "TxDb.Hsapiens.UCSC.hg19.knownGene", - "methods", - "org.Hs.eg.db" - ], - "Hash": "28bbb4610bc2a0805f54960803a61809" - }, "IRanges": { "Package": "IRanges", "Version": "2.34.1", @@ -624,11 +588,12 @@ }, "Matrix": { "Package": "Matrix", - "Version": "1.5-4.1", + "Version": "1.6-4", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", + "grDevices", "graphics", "grid", "lattice", @@ -636,7 +601,7 @@ "stats", "utils" ], - "Hash": "38082d362d317745fb932e13956dccbb" + "Hash": "d9c655b30a2edc6bb2244c1d1e8d549d" }, "MatrixGenerics": { "Package": "MatrixGenerics", @@ -1005,16 +970,6 @@ ], "Hash": "6af56fbcb57deb9b094a352beee9a202" }, - "TxDb.Hsapiens.UCSC.hg19.knownGene": { - "Package": "TxDb.Hsapiens.UCSC.hg19.knownGene", - "Version": "3.2.2", - "Source": "Bioconductor", - "Requirements": [ - "AnnotationDbi", - "GenomicFeatures" - ], - "Hash": "5d19899944856d66d65ae635c4be688d" - }, "TxDb.Mmusculus.UCSC.mm10.knownGene": { "Package": "TxDb.Mmusculus.UCSC.mm10.knownGene", "Version": "3.10.0", @@ -2455,9 +2410,9 @@ }, "mgcv": { "Package": "mgcv", - "Version": "1.8-42", + "Version": "1.9-1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Requirements": [ "Matrix", "R", @@ -2468,7 +2423,7 @@ "stats", "utils" ], - "Hash": "3460beba7ccc8946249ba35327ba902a" + "Hash": "110ee9d83b496279960e162ac97764ce" }, "mime": { "Package": "mime", @@ -2493,9 +2448,9 @@ }, "nlme": { "Package": "nlme", - "Version": "3.1-162", + "Version": "3.1-164", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Requirements": [ "R", "graphics", @@ -2503,7 +2458,7 @@ "stats", "utils" ], - "Hash": "0984ce8da8da9ead8643c5cbbb60f83e" + "Hash": "a623a2239e642806158bc4dc3f51565d" }, "nodbi": { "Package": "nodbi", @@ -2540,17 +2495,6 @@ ], "Hash": "273a6bb4a9844c296a459d2176673270" }, - "org.Hs.eg.db": { - "Package": "org.Hs.eg.db", - "Version": "3.17.0", - "Source": "Bioconductor", - "Requirements": [ - "AnnotationDbi", - "R", - "methods" - ], - "Hash": "bc5b9e048c58ce45bb646c10d311d1e2" - }, "org.Mm.eg.db": { "Package": "org.Mm.eg.db", "Version": "3.17.0", @@ -2695,6 +2639,16 @@ ], "Hash": "bd54ba8a0a5faded999a7aab6e46b374" }, + "poorman": { + "Package": "poorman", + "Version": "0.2.7", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R" + ], + "Hash": "d0bb8a425a213bc38f2cf8f14ded8941" + }, "prettyunits": { "Package": "prettyunits", "Version": "1.1.1", @@ -2856,8 +2810,13 @@ }, "renv": { "Package": "renv", - "Version": "1.0.3", - "Source": "Repository" + "Version": "1.0.5", + "Source": "Repository", + "Repository": "RSPM", + "Requirements": [ + "utils" + ], + "Hash": "32c3f93e8360f667ca5863272ec8ba6a" }, "restfulr": { "Package": "restfulr", diff --git a/renv/activate.R b/renv/activate.R index cb5401f..9b2e7f1 100644 --- a/renv/activate.R +++ b/renv/activate.R @@ -2,7 +2,7 @@ local({ # the requested version of renv - version <- "1.0.3" + version <- "1.0.5" attr(version, "sha") <- NULL # the project directory @@ -31,6 +31,14 @@ local({ if (!is.null(override)) return(override) + # if we're being run in a context where R_LIBS is already set, + # don't load -- presumably we're being run as a sub-process and + # the parent process has already set up library paths for us + rcmd <- Sys.getenv("R_CMD", unset = NA) + rlibs <- Sys.getenv("R_LIBS", unset = NA) + if (!is.na(rlibs) && !is.na(rcmd)) + return(FALSE) + # next, check environment variables # TODO: prefer using the configuration one in the future envvars <- c( @@ -50,9 +58,22 @@ local({ }) - if (!enabled) + # bail if we're not enabled + if (!enabled) { + + # if we're not enabled, we might still need to manually load + # the user profile here + profile <- Sys.getenv("R_PROFILE_USER", unset = "~/.Rprofile") + if (file.exists(profile)) { + cfg <- Sys.getenv("RENV_CONFIG_USER_PROFILE", unset = "TRUE") + if (tolower(cfg) %in% c("true", "t", "1")) + sys.source(profile, envir = globalenv()) + } + return(FALSE) + } + # avoid recursion if (identical(getOption("renv.autoloader.running"), TRUE)) { warning("ignoring recursive attempt to run renv autoloader") @@ -1041,7 +1062,7 @@ local({ # if jsonlite is loaded, use that instead if ("jsonlite" %in% loadedNamespaces()) { - json <- catch(renv_json_read_jsonlite(file, text)) + json <- tryCatch(renv_json_read_jsonlite(file, text), error = identity) if (!inherits(json, "error")) return(json) @@ -1050,7 +1071,7 @@ local({ } # otherwise, fall back to the default JSON reader - json <- catch(renv_json_read_default(file, text)) + json <- tryCatch(renv_json_read_default(file, text), error = identity) if (!inherits(json, "error")) return(json) @@ -1063,14 +1084,14 @@ local({ } renv_json_read_jsonlite <- function(file = NULL, text = NULL) { - text <- paste(text %||% read(file), collapse = "\n") + text <- paste(text %||% readLines(file, warn = FALSE), collapse = "\n") jsonlite::fromJSON(txt = text, simplifyVector = FALSE) } renv_json_read_default <- function(file = NULL, text = NULL) { # find strings in the JSON - text <- paste(text %||% read(file), collapse = "\n") + text <- paste(text %||% readLines(file, warn = FALSE), collapse = "\n") pattern <- '["](?:(?:\\\\.)|(?:[^"\\\\]))*?["]' locs <- gregexpr(pattern, text, perl = TRUE)[[1]] @@ -1118,14 +1139,14 @@ local({ map <- as.list(map) # remap strings in object - remapped <- renv_json_remap(json, map) + remapped <- renv_json_read_remap(json, map) # evaluate eval(remapped, envir = baseenv()) } - renv_json_remap <- function(json, map) { + renv_json_read_remap <- function(json, map) { # fix names if (!is.null(names(json))) { @@ -1152,7 +1173,7 @@ local({ # recurse if (is.recursive(json)) { for (i in seq_along(json)) { - json[i] <- list(renv_json_remap(json[[i]], map)) + json[i] <- list(renv_json_read_remap(json[[i]], map)) } }