Mercurial > repos > iuc > volcanoplot
view test-data/out.rscript @ 5:44608d0193ed draft
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/volcanoplot commit 8464d1b013c316d88b37884be521c0ef50be5623"
author | iuc |
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date | Sun, 06 Jun 2021 09:12:22 +0000 |
parents | |
children | 83c573f2e73c |
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# Galaxy settings start --------------------------------------------------- # setup R error handling to go to stderr options(show.error.messages = F, error = function() {cat(geterrmessage(), file = stderr()); q("no", 1, F)}) # we need that to not crash galaxy with an UTF8 error on German LC settings. loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8") # Load packages ----------------------------------------------------------- suppressPackageStartupMessages({ library(dplyr) library(ggplot2) library(ggrepel) }) # Import data ------------------------------------------------------------ # Check if header is present by checking if P value column is numeric or not first_line <- read.delim('/private/var/folders/zn/m_qvr9zd7tq0wdtsbq255f8xypj_zg/T/tmpfpemuuun/files/8/3/7/dataset_8374ef6b-02c7-46f1-afc9-408a2a6cbde4.dat', header = FALSE, nrow = 1) first_pvalue <- first_line[, 3] if (is.numeric(first_pvalue)) { print("No header row detected") results <- read.delim('/private/var/folders/zn/m_qvr9zd7tq0wdtsbq255f8xypj_zg/T/tmpfpemuuun/files/8/3/7/dataset_8374ef6b-02c7-46f1-afc9-408a2a6cbde4.dat', header = FALSE) } else { print("Header row detected") results <- read.delim('/private/var/folders/zn/m_qvr9zd7tq0wdtsbq255f8xypj_zg/T/tmpfpemuuun/files/8/3/7/dataset_8374ef6b-02c7-46f1-afc9-408a2a6cbde4.dat', header = TRUE) } # Format data ------------------------------------------------------------ # Create columns from the column numbers specified results <- results %>% mutate(fdr = .[[4]], pvalue = .[[3]], logfc = .[[2]], labels = .[[1]]) # Get names for legend down <- unlist(strsplit('Down,Not Sig,Up', split = ","))[1] notsig <- unlist(strsplit('Down,Not Sig,Up', split = ","))[2] up <- unlist(strsplit('Down,Not Sig,Up', split = ","))[3] # Set colours colours <- setNames(c("cornflowerblue", "grey", "firebrick"), c(down, notsig, up)) # Create significant (sig) column results <- mutate(results, sig = case_when( fdr < 0.05 & logfc > 0.0 ~ up, fdr < 0.05 & logfc < -0.0 ~ down, TRUE ~ notsig)) # Specify genes to label -------------------------------------------------- labelfile <- read.delim('/private/var/folders/zn/m_qvr9zd7tq0wdtsbq255f8xypj_zg/T/tmpfpemuuun/files/4/2/f/dataset_42fc8a63-f9cc-435b-9bb3-dd106b708cd9.dat') results <- mutate(results, labels = ifelse(labels %in% labelfile[, 1], labels, "")) # Create plot ------------------------------------------------------------- pdf("out.pdf") p <- ggplot(results, aes(x = logfc, y = -log10(pvalue))) + geom_point(aes(colour = sig)) + scale_color_manual(values = colours) + scale_fill_manual(values = colours) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank(), panel.background = element_blank(), axis.line = element_line(colour = "black"), legend.key = element_blank()) # Set legend title p <- p + labs(colour = "") # Add gene labels in boxes p <- p + geom_label_repel(aes(label = labels, fill = sig), segment.colour = "black", colour = "white", min.segment.length = 0, show.legend = FALSE) print(p) dev.off() # Save RData ------------------------------------------------------------- save.image(file="volcanoplot.RData") # R and Package versions ------------------------------------------------- sessionInfo()