Mercurial > repos > iuc > edger
annotate edger.R @ 15:5bf899c13979 draft
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
author | iuc |
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date | Wed, 22 Nov 2023 03:57:37 +0000 |
parents | 070900306913 |
children | ae2aad0a6d50 |
rev | line source |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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1 # This tool takes in a matrix of feature counts as well as gene annotations and |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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2 # outputs a table of top expressions as well as various plots for differential |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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3 # expression analysis |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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4 # |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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5 # ARGS: htmlPath", "R", 1, "character" -Path to html file linking to other outputs |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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6 # outPath", "o", 1, "character" -Path to folder to write all output to |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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7 # filesPath", "j", 2, "character" -JSON list object if multiple files input |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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8 # matrixPath", "m", 2, "character" -Path to count matrix |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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9 # factFile", "f", 2, "character" -Path to factor information file |
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3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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10 # factInput", "i", 2, "character" -String containing factors if manually input |
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070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
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11 # formula", "F", 2, "character". -String containing a formula to override default use of factInput |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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12 # annoPath", "a", 2, "character" -Path to input containing gene annotations |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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13 # contrastData", "C", 1, "character" -String containing contrasts of interest |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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14 # cpmReq", "c", 2, "double" -Float specifying cpm requirement |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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15 # cntReq", "z", 2, "integer" -Integer specifying minimum total count requirement |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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16 # sampleReq", "s", 2, "integer" -Integer specifying cpm requirement |
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3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
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17 # normCounts", "x", 0, "logical" -String specifying if normalised counts should be output |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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18 # rdaOpt", "r", 0, "logical" -String specifying if RData should be output |
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3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
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19 # lfcReq", "l", 1, "double" -Float specifying the log-fold-change requirement |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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20 # pValReq", "p", 1, "double" -Float specifying the p-value requirement |
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3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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21 # pAdjOpt", "d", 1, "character" -String specifying the p-value adjustment method |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
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22 # normOpt", "n", 1, "character" -String specifying type of normalisation used |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
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23 # robOpt", "b", 0, "logical" -String specifying if robust options should be used |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
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24 # lrtOpt", "t", 0, "logical" -String specifying whether to perform LRT test instead |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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25 # |
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3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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26 # OUT: |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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27 # MDS Plot |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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28 # BCV Plot |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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29 # QL Plot |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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30 # MD Plot |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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31 # Expression Table |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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32 # HTML file linking to the ouputs |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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33 # Optional: |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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34 # Normalised counts Table |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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35 # RData file |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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36 # |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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37 # Author: Shian Su - registertonysu@gmail.com - Jan 2014 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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38 # Modified by: Maria Doyle - Oct 2017 (some code taken from the DESeq2 wrapper) |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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39 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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40 # Record starting time |
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3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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41 time_start <- as.character(Sys.time()) |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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42 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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43 # setup R error handling to go to stderr |
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a8305cf0c951
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 4955aeed800ea8e45057b7e8578dc878a07f9cfc
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44 options(show.error.messages = FALSE, error = function() { |
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3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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45 cat(geterrmessage(), file = stderr()) |
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a8305cf0c951
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 4955aeed800ea8e45057b7e8578dc878a07f9cfc
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46 q("no", 1, FALSE) |
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"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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47 }) |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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48 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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49 # we need that to not crash galaxy with an UTF8 error on German LC settings. |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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50 loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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51 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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52 # Load all required libraries |
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"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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53 library(methods, quietly = TRUE, warn.conflicts = FALSE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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54 library(statmod, quietly = TRUE, warn.conflicts = FALSE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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55 library(splines, quietly = TRUE, warn.conflicts = FALSE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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56 library(edgeR, quietly = TRUE, warn.conflicts = FALSE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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57 library(limma, quietly = TRUE, warn.conflicts = FALSE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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58 library(scales, quietly = TRUE, warn.conflicts = FALSE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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59 library(getopt, quietly = TRUE, warn.conflicts = FALSE) |
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9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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60 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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61 ################################################################################ |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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62 ### Function Delcaration |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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63 ################################################################################ |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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64 # Function to sanitise contrast equations so there are no whitespaces |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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65 # surrounding the arithmetic operators, leading or trailing whitespace |
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"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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66 sanitise_equation <- function(equation) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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67 equation <- gsub(" *[+] *", "+", equation) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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68 equation <- gsub(" *[-] *", "-", equation) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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69 equation <- gsub(" *[/] *", "/", equation) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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70 equation <- gsub(" *[*] *", "*", equation) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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71 equation <- gsub("^\\s+|\\s+$", "", equation) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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72 return(equation) |
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73 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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74 |
9bdff28ae1b1
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75 # Function to sanitise group information |
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"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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76 sanitise_groups <- function(string) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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77 string <- gsub(" *[,] *", ",", string) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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78 string <- gsub("^\\s+|\\s+$", "", string) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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79 return(string) |
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80 } |
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81 |
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82 # Function to change periods to whitespace in a string |
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83 unmake_names <- function(string) { |
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84 string <- gsub(".", " ", string, fixed = TRUE) |
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85 return(string) |
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86 } |
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87 |
15
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88 # Sanitise file base names coming from factors or contrasts |
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89 sanitise_basename <- function(string) { |
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90 string <- gsub("[/^]", "_", string) |
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91 return(string) |
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92 } |
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93 |
0
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94 # Generate output folder and paths |
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95 make_out <- function(filename) { |
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96 return(paste0(out_path, "/", filename)) |
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97 } |
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98 |
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99 # Generating design information |
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100 paste_listname <- function(string) { |
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101 return(paste0("factors$", string)) |
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102 } |
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103 |
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104 # Create cata function: default path set, default seperator empty and appending |
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105 # true by default (Ripped straight from the cat function with altered argument |
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106 # defaults) |
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107 cata <- function(..., file = opt$htmlPath, sep = "", fill = FALSE, labels = NULL, |
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108 append = TRUE) { |
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109 if (is.character(file)) { |
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110 if (file == "") { |
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111 file <- stdout() |
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112 } else if (substring(file, 1L, 1L) == "|") { |
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113 file <- pipe(substring(file, 2L), "w") |
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114 on.exit(close(file)) |
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115 } else { |
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116 file <- file(file, ifelse(append, "a", "w")) |
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117 on.exit(close(file)) |
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118 } |
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119 } |
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120 .Internal(cat(list(...), file, sep, fill, labels, append)) |
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121 } |
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122 |
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123 # Function to write code for html head and title |
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124 html_head <- function(title) { |
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125 cata("<head>\n") |
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126 cata("<title>", title, "</title>\n") |
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127 cata("</head>\n") |
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128 } |
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129 |
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130 # Function to write code for html links |
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131 html_link <- function(address, label = address) { |
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132 cata("<a href=\"", address, "\" target=\"_blank\">", label, "</a><br />\n") |
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133 } |
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134 |
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135 # Function to write code for html images |
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136 html_image <- function(source, label = source, height = 600, width = 600) { |
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137 cata("<img src=\"", source, "\" alt=\"", label, "\" height=\"", height) |
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138 cata("\" width=\"", width, "\"/>\n") |
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139 } |
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140 |
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141 # Function to write code for html list items |
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142 list_item <- function(...) { |
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143 cata("<li>", ..., "</li>\n") |
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144 } |
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145 |
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146 table_item <- function(...) { |
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147 cata("<td>", ..., "</td>\n") |
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148 } |
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149 |
8
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150 table_head_item <- function(...) { |
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151 cata("<th>", ..., "</th>\n") |
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152 } |
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153 |
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154 ################################################################################ |
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155 ### Input Processing |
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156 ################################################################################ |
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157 |
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158 # Collect arguments from command line |
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159 args <- commandArgs(trailingOnly = TRUE) |
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160 |
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161 # Get options, using the spec as defined by the enclosed list. |
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162 # Read the options from the default: commandArgs(TRUE). |
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163 spec <- matrix(c( |
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164 "htmlPath", "R", 1, "character", |
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165 "outPath", "o", 1, "character", |
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166 "filesPath", "j", 2, "character", |
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167 "matrixPath", "m", 2, "character", |
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168 "factFile", "f", 2, "character", |
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169 "formula", "F", 2, "character", |
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170 "factInput", "i", 2, "character", |
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171 "annoPath", "a", 2, "character", |
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172 "contrastData", "C", 1, "character", |
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173 "cpmReq", "c", 1, "double", |
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174 "totReq", "y", 0, "logical", |
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175 "cntReq", "z", 1, "integer", |
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176 "sampleReq", "s", 1, "integer", |
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177 "normCounts", "x", 0, "logical", |
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178 "rdaOpt", "r", 0, "logical", |
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179 "lfcReq", "l", 1, "double", |
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180 "pValReq", "p", 1, "double", |
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181 "pAdjOpt", "d", 1, "character", |
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182 "normOpt", "n", 1, "character", |
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183 "robOpt", "b", 0, "logical", |
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184 "lrtOpt", "t", 0, "logical" |
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185 ), |
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186 byrow = TRUE, ncol = 4 |
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187 ) |
0
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188 opt <- getopt(spec) |
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189 |
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190 |
12
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191 if (is.null(opt$matrixPath) && is.null(opt$filesPath)) { |
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192 cat("A counts matrix (or a set of counts files) is required.\n") |
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193 q(status = 1) |
0
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194 } |
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195 |
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196 if (is.null(opt$cpmReq)) { |
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197 filt_cpm <- FALSE |
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198 } else { |
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199 filt_cpm <- TRUE |
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200 } |
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201 |
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202 if (is.null(opt$cntReq) || is.null(opt$sampleReq)) { |
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203 filt_smpcount <- FALSE |
0
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204 } else { |
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205 filt_smpcount <- TRUE |
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206 } |
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207 |
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208 if (is.null(opt$totReq)) { |
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209 filt_totcount <- FALSE |
0
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210 } else { |
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211 filt_totcount <- TRUE |
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212 } |
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213 |
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214 if (is.null(opt$lrtOpt)) { |
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215 want_lrt <- FALSE |
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216 } else { |
8
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217 want_lrt <- TRUE |
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218 } |
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219 |
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220 if (is.null(opt$rdaOpt)) { |
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221 want_rda <- FALSE |
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222 } else { |
8
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223 want_rda <- TRUE |
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224 } |
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225 |
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226 if (is.null(opt$annoPath)) { |
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227 have_anno <- FALSE |
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228 } else { |
8
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229 have_anno <- TRUE |
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230 } |
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231 |
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232 if (is.null(opt$normCounts)) { |
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233 want_norm <- FALSE |
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234 } else { |
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235 want_norm <- TRUE |
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236 } |
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237 |
9bdff28ae1b1
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238 if (is.null(opt$robOpt)) { |
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"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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239 want_robust <- FALSE |
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240 } else { |
8
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"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
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241 want_robust <- TRUE |
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242 } |
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243 |
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244 |
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245 if (!is.null(opt$filesPath)) { |
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246 # Process the separate count files (adapted from DESeq2 wrapper) |
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247 library("rjson") |
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248 parser <- newJSONParser() |
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249 parser$addData(opt$filesPath) |
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250 factor_list <- parser$getObject() |
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251 factors <- sapply(factor_list, function(x) x[[1]]) |
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252 filenames_in <- unname(unlist(factor_list[[1]][[2]])) |
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253 sampletable <- data.frame( |
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254 sample = basename(filenames_in), |
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255 filename = filenames_in, |
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256 row.names = filenames_in, |
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257 stringsAsFactors = FALSE |
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258 ) |
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259 for (factor in factor_list) { |
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260 factorname <- factor[[1]] |
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261 sampletable[[factorname]] <- character(nrow(sampletable)) |
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262 lvls <- sapply(factor[[2]], function(x) names(x)) |
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263 for (i in seq_along(factor[[2]])) { |
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264 files <- factor[[2]][[i]][[1]] |
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265 sampletable[files, factorname] <- lvls[i] |
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266 } |
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267 sampletable[[factorname]] <- factor(sampletable[[factorname]], levels = lvls) |
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268 } |
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269 rownames(sampletable) <- sampletable$sample |
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270 rem <- c("sample", "filename") |
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271 factors <- sampletable[, !(names(sampletable) %in% rem), drop = FALSE] |
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272 |
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273 # read in count files and create single table |
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274 countfiles <- lapply(sampletable$filename, function(x) { |
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275 read.delim(x, row.names = 1) |
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276 }) |
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277 counts <- do.call("cbind", countfiles) |
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278 } else { |
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279 # Process the single count matrix |
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280 counts <- read.table(opt$matrixPath, header = TRUE, sep = "\t", strip.white = TRUE, stringsAsFactors = FALSE) |
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281 row.names(counts) <- counts[, 1] |
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282 counts <- counts[, -1] |
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283 countsrows <- nrow(counts) |
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284 |
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285 # Process factors |
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286 if (is.null(opt$factInput)) { |
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287 factordata <- read.table(opt$factFile, header = TRUE, sep = "\t", strip.white = TRUE, stringsAsFactors = TRUE) |
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288 # check samples names match |
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289 if (!any(factordata[, 1] %in% colnames(counts))) { |
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290 stop("Sample IDs in factors file and count matrix don't match") |
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291 } |
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292 # order samples as in counts matrix |
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293 factordata <- factordata[match(colnames(counts), factordata[, 1]), ] |
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294 factors <- data.frame(sapply(factordata[, -1, drop = FALSE], make.names)) |
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295 } else { |
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296 factors <- unlist(strsplit(opt$factInput, "|", fixed = TRUE)) |
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297 factordata <- list() |
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298 for (fact in factors) { |
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299 newfact <- unlist(strsplit(fact, split = "::")) |
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300 factordata <- rbind(factordata, newfact) |
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301 } # Factors have the form: FACT_NAME::LEVEL,LEVEL,LEVEL,LEVEL,... The first factor is the Primary Factor. |
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302 |
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303 # Set the row names to be the name of the factor and delete first row |
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304 row.names(factordata) <- factordata[, 1] |
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305 factordata <- factordata[, -1] |
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306 factordata <- sapply(factordata, sanitise_groups) |
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307 factordata <- sapply(factordata, strsplit, split = ",") |
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308 factordata <- sapply(factordata, make.names) |
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309 # Transform factor data into data frame of R factor objects |
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310 factors <- data.frame(factordata) |
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311 } |
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312 } |
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313 |
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314 # if annotation file provided |
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315 if (have_anno) { |
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316 geneanno <- read.table(opt$annoPath, header = TRUE, sep = "\t", quote = "", strip.white = TRUE, stringsAsFactors = FALSE) |
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317 } |
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318 |
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319 # Create output directory |
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320 out_path <- opt$outPath |
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321 dir.create(out_path, showWarnings = FALSE) |
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322 |
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323 # Check if contrastData is a file or not |
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324 if (file.exists(opt$contrastData)) { |
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325 contrast_data <- unlist(read.table(opt$contrastData, sep = "\t", header = TRUE)[[1]]) |
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326 } else { |
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327 # Split up contrasts separated by comma into a vector then sanitise |
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328 contrast_data <- unlist(strsplit(opt$contrastData, split = ",")) |
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329 } |
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330 contrast_data <- sanitise_equation(contrast_data) |
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331 contrast_data <- gsub(" ", ".", contrast_data, fixed = TRUE) |
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332 |
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333 bcv_pdf <- make_out("bcvplot.pdf") |
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334 bcv_png <- make_out("bcvplot.png") |
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335 ql_pdf <- make_out("qlplot.pdf") |
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336 ql_png <- make_out("qlplot.png") |
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337 mds_pdf <- character() # Initialise character vector |
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338 mds_png <- character() |
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339 for (i in seq_len(ncol(factors))) { |
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340 mds_pdf[i] <- make_out(paste0("mdsplot_", sanitise_basename(names(factors)[i]), ".pdf")) |
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341 mds_png[i] <- make_out(paste0("mdsplot_", sanitise_basename(names(factors)[i]), ".png")) |
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342 } |
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343 md_pdf <- character() |
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344 md_png <- character() |
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345 top_out <- character() |
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346 for (i in seq_along(contrast_data)) { |
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347 md_pdf[i] <- make_out(paste0("mdplot_", sanitise_basename(contrast_data[i]), ".pdf")) |
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348 md_png[i] <- make_out(paste0("mdplot_", sanitise_basename(contrast_data[i]), ".png")) |
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349 top_out[i] <- make_out(paste0("edgeR_", sanitise_basename(contrast_data[i]), ".tsv")) |
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350 } # Save output paths for each contrast as vectors |
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351 norm_out <- make_out("edgeR_normcounts.tsv") |
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352 rda_out <- make_out("edgeR_analysis.RData") |
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353 session_out <- make_out("session_info.txt") |
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354 |
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355 # Initialise data for html links and images, data frame with columns Label and |
0
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356 # Link |
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357 link_data <- data.frame(Label = character(), Link = character(), stringsAsFactors = FALSE) |
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358 image_data <- data.frame(Label = character(), Link = character(), stringsAsFactors = FALSE) |
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359 |
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360 # Initialise vectors for storage of up/down/neutral regulated counts |
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361 up_count <- numeric() |
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362 down_count <- numeric() |
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363 flat_count <- numeric() |
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364 |
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365 ################################################################################ |
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366 ### Data Processing |
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367 ################################################################################ |
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368 |
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369 # Extract counts and annotation data |
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370 data <- list() |
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371 data$counts <- counts |
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372 if (have_anno) { |
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373 # order annotation by genes in counts (assumes gene ids are in 1st column of geneanno) |
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374 annoord <- geneanno[match(row.names(counts), geneanno[, 1]), ] |
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375 data$genes <- annoord |
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376 } else { |
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377 data$genes <- data.frame(GeneID = row.names(counts)) |
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378 } |
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379 |
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380 # If filter crieteria set, filter out genes that do not have a required cpm/counts in a required number of |
9bdff28ae1b1
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381 # samples. Default is no filtering |
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382 prefilter_count <- nrow(data$counts) |
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383 |
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384 if (filt_cpm || filt_smpcount || filt_totcount) { |
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385 if (filt_totcount) { |
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386 keep <- rowSums(data$counts) >= opt$cntReq |
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387 } else if (filt_smpcount) { |
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388 keep <- rowSums(data$counts >= opt$cntReq) >= opt$sampleReq |
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389 } else if (filt_cpm) { |
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390 keep <- rowSums(cpm(data$counts) >= opt$cpmReq) >= opt$sampleReq |
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391 } |
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392 |
8
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393 data$counts <- data$counts[keep, ] |
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394 data$genes <- data$genes[keep, , drop = FALSE] |
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395 } |
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396 |
8
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397 postfilter_count <- nrow(data$counts) |
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398 filtered_count <- prefilter_count - postfilter_count |
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399 |
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400 # Name rows of factors according to their sample |
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401 row.names(factors) <- names(data$counts) |
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402 factor_list <- names(factors) |
0
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planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
403 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
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404 # Generating the DGEList object "data" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
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405 samplenames <- colnames(data$counts) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
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406 genes <- data$genes |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
changeset
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407 data <- DGEList(data$counts) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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408 colnames(data) <- samplenames |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
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409 data$samples <- factors |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
changeset
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410 data$genes <- genes |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
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|
411 |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
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412 |
14
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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diff
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413 if (!is.null(opt$formula)) { |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
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414 formula <- opt$formula |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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changeset
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415 # sanitisation can be getting rid of the "~" |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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diff
changeset
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416 if (!startsWith(formula, "~")) { |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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417 formula <- paste0("~", formula) |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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418 } |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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diff
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419 } else { |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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changeset
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420 formula <- "~0" |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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diff
changeset
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421 for (i in seq_along(factor_list)) { |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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422 formula <- paste(formula, factor_list[i], sep = "+") |
070900306913
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 0c79416d9612d0ebdcb7c3c0543d510e11bb0774
iuc
parents:
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423 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
424 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
425 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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changeset
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426 formula <- formula(formula) |
12
a8305cf0c951
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 4955aeed800ea8e45057b7e8578dc878a07f9cfc
iuc
parents:
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diff
changeset
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427 design <- model.matrix(formula, factors) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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428 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
changeset
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429 for (i in seq_along(factor_list)) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
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430 colnames(design) <- gsub(factor_list[i], "", colnames(design), fixed = TRUE) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
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431 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
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432 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
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433 # Calculating normalising factor, estimating dispersion |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
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434 data <- calcNormFactors(data, method = opt$normOpt) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
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435 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
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436 if (want_robust) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
changeset
|
437 data <- estimateDisp(data, design = design, robust = TRUE) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
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438 } else { |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
changeset
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439 data <- estimateDisp(data, design = design) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
440 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
441 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
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442 # Generate contrasts information |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
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443 contrasts <- makeContrasts(contrasts = contrast_data, levels = design) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
444 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
445 ################################################################################ |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
446 ### Data Output |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
447 ################################################################################ |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
448 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
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449 # Plot MDS |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
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450 labels <- names(counts) |
3
d79ed3ec25fe
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit e646be741e315df9332b5206cec1e47c11370ff1
iuc
parents:
2
diff
changeset
|
451 |
d79ed3ec25fe
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit e646be741e315df9332b5206cec1e47c11370ff1
iuc
parents:
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diff
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|
452 # MDS plot |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
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|
453 png(mds_png, width = 600, height = 600) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
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|
454 plotMDS(data, labels = labels, col = as.numeric(factors[, 1]), cex = 0.8, main = paste("MDS Plot:", names(factors)[1])) |
15
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
455 img_name <- paste0("MDS Plot_", sanitise_basename(names(factors)[1]), ".png") |
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
456 img_addr <- paste0("mdsplot_", sanitise_basename(names(factors)[1]), ".png") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
457 image_data[1, ] <- c(img_name, img_addr) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
458 invisible(dev.off()) |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
459 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
460 pdf(mds_pdf) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
461 plotMDS(data, labels = labels, col = as.numeric(factors[, 1]), cex = 0.8, main = paste("MDS Plot:", names(factors)[1])) |
15
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
462 link_name <- paste0("MDS Plot_", sanitise_basename(names(factors)[1]), ".pdf") |
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
463 link_addr <- paste0("mdsplot_", sanitise_basename(names(factors)[1]), ".pdf") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
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|
464 link_data[1, ] <- c(link_name, link_addr) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
465 invisible(dev.off()) |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
466 |
3
d79ed3ec25fe
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit e646be741e315df9332b5206cec1e47c11370ff1
iuc
parents:
2
diff
changeset
|
467 # If additional factors create additional MDS plots coloured by factor |
d79ed3ec25fe
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit e646be741e315df9332b5206cec1e47c11370ff1
iuc
parents:
2
diff
changeset
|
468 if (ncol(factors) > 1) { |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
469 for (i in 2:ncol(factors)) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
changeset
|
470 png(mds_png[i], width = 600, height = 600) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
471 plotMDS(data, labels = labels, col = as.numeric(factors[, i]), cex = 0.8, main = paste("MDS Plot:", names(factors)[i])) |
15
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
472 img_name <- paste0("MDS Plot_", sanitise_basename(names(factors)[i]), ".png") |
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
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diff
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473 img_addr <- paste0("mdsplot_", sanitise_basename(names(factors)[i]), ".png") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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diff
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474 image_data <- rbind(image_data, c(img_name, img_addr)) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
475 invisible(dev.off()) |
3
d79ed3ec25fe
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit e646be741e315df9332b5206cec1e47c11370ff1
iuc
parents:
2
diff
changeset
|
476 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
477 pdf(mds_pdf[i]) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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|
478 plotMDS(data, labels = labels, col = as.numeric(factors[, i]), cex = 0.8, main = paste("MDS Plot:", names(factors)[i])) |
15
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
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diff
changeset
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479 link_name <- paste0("MDS Plot_", sanitise_basename(names(factors)[i]), ".pdf") |
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
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diff
changeset
|
480 link_addr <- paste0("mdsplot_", sanitise_basename(names(factors)[i]), ".pdf") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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481 link_data <- rbind(link_data, c(link_name, link_addr)) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
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482 invisible(dev.off()) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
483 } |
3
d79ed3ec25fe
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit e646be741e315df9332b5206cec1e47c11370ff1
iuc
parents:
2
diff
changeset
|
484 } |
d79ed3ec25fe
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit e646be741e315df9332b5206cec1e47c11370ff1
iuc
parents:
2
diff
changeset
|
485 |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
486 # BCV Plot |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
487 png(bcv_png, width = 600, height = 600) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
488 plotBCV(data, main = "BCV Plot") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
489 img_name <- "BCV Plot" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
490 img_addr <- "bcvplot.png" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
491 image_data <- rbind(image_data, c(img_name, img_addr)) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
492 invisible(dev.off()) |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
493 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
494 pdf(bcv_pdf) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
495 plotBCV(data, main = "BCV Plot") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
496 link_name <- paste0("BCV Plot.pdf") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
497 link_addr <- paste0("bcvplot.pdf") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
498 link_data <- rbind(link_data, c(link_name, link_addr)) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
499 invisible(dev.off()) |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
500 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
501 # Generate fit |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
502 if (want_lrt) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
503 fit <- glmFit(data, design) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
504 } else { |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
505 if (want_robust) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
506 fit <- glmQLFit(data, design, robust = TRUE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
507 } else { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
508 fit <- glmQLFit(data, design) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
509 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
510 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
511 # Plot QL dispersions |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
512 png(ql_png, width = 600, height = 600) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
513 plotQLDisp(fit, main = "QL Plot") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
514 img_name <- "QL Plot" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
515 img_addr <- "qlplot.png" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
516 image_data <- rbind(image_data, c(img_name, img_addr)) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
517 invisible(dev.off()) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
518 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
519 pdf(ql_pdf) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
520 plotQLDisp(fit, main = "QL Plot") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
521 link_name <- "QL Plot.pdf" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
522 link_addr <- "qlplot.pdf" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
523 link_data <- rbind(link_data, c(link_name, link_addr)) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
524 invisible(dev.off()) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
525 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
526 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
527 # Save normalised counts (log2cpm) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
528 if (want_norm) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
529 normalised_counts <- cpm(data, normalized.lib.sizes = TRUE, log = TRUE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
530 normalised_counts <- data.frame(data$genes, normalised_counts) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
531 write.table(normalised_counts, file = norm_out, row.names = FALSE, sep = "\t", quote = FALSE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
532 link_data <- rbind(link_data, c("edgeR_normcounts.tsv", "edgeR_normcounts.tsv")) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
533 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
534 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
535 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
536 for (i in seq_along(contrast_data)) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
537 if (want_lrt) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
538 res <- glmLRT(fit, contrast = contrasts[, i]) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
539 } else { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
540 res <- glmQLFTest(fit, contrast = contrasts[, i]) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
541 } |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
542 |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
543 status <- decideTestsDGE(res, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
544 adjust.method = opt$pAdjOpt, p.value = opt$pValReq, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
545 lfc = opt$lfcReq |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
546 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
547 sum_status <- summary(status) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
548 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
549 # Collect counts for differential expression |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
550 up_count[i] <- sum_status["Up", ] |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
551 down_count[i] <- sum_status["Down", ] |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
552 flat_count[i] <- sum_status["NotSig", ] |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
553 |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
554 # Write top expressions table |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
555 top <- topTags(res, adjust.method = opt$pAdjOpt, n = Inf, sort.by = "PValue") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
556 write.table(top, file = top_out[i], row.names = FALSE, sep = "\t", quote = FALSE) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
557 |
15
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
558 link_name <- paste0("edgeR_", sanitise_basename(contrast_data[i]), ".tsv") |
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
559 link_addr <- paste0("edgeR_", sanitise_basename(contrast_data[i]), ".tsv") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
560 link_data <- rbind(link_data, c(link_name, link_addr)) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
561 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
562 # Plot MD (log ratios vs mean difference) using limma package |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
563 pdf(md_pdf[i]) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
564 limma::plotMD(res, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
565 status = status, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
566 main = paste("MD Plot:", unmake_names(contrast_data[i])), |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
567 hl.col = alpha(c("firebrick", "blue"), 0.4), values = c(1, -1), |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
568 xlab = "Average Expression", ylab = "logFC" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
569 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
570 |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
571 abline(h = 0, col = "grey", lty = 2) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
572 |
15
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
573 link_name <- paste0("MD Plot_", sanitise_basename(contrast_data[i]), ".pdf") |
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
574 link_addr <- paste0("mdplot_", sanitise_basename(contrast_data[i]), ".pdf") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
575 link_data <- rbind(link_data, c(link_name, link_addr)) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
576 invisible(dev.off()) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
577 |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
578 png(md_png[i], height = 600, width = 600) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
579 limma::plotMD(res, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
580 status = status, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
581 main = paste("MD Plot:", unmake_names(contrast_data[i])), |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
582 hl.col = alpha(c("firebrick", "blue"), 0.4), values = c(1, -1), |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
583 xlab = "Average Expression", ylab = "logFC" |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
584 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
585 |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
586 abline(h = 0, col = "grey", lty = 2) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
587 |
15
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
588 img_name <- paste0("MD Plot_", sanitise_basename(contrast_data[i]), ".png") |
5bf899c13979
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 025a0d70be99e50ae89ad78a70cc8c51571ea1a2
iuc
parents:
14
diff
changeset
|
589 img_addr <- paste0("mdplot_", sanitise_basename(contrast_data[i]), ".png") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
590 image_data <- rbind(image_data, c(img_name, img_addr)) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
591 invisible(dev.off()) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
592 } |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
593 sig_diff <- data.frame(Up = up_count, Flat = flat_count, Down = down_count) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
594 row.names(sig_diff) <- contrast_data |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
595 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
596 # Save relevant items as rda object |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
597 if (want_rda) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
598 if (want_norm) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
599 save(counts, data, status, normalised_counts, labels, factors, fit, res, top, contrasts, design, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
600 file = rda_out, ascii = TRUE |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
601 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
602 } else { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
603 save(counts, data, status, labels, factors, fit, res, top, contrasts, design, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
604 file = rda_out, ascii = TRUE |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
605 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
606 } |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
607 link_data <- rbind(link_data, c("edgeR_analysis.RData", "edgeR_analysis.RData")) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
608 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
609 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
610 # Record session info |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
611 writeLines(capture.output(sessionInfo()), session_out) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
612 link_data <- rbind(link_data, c("Session Info", "session_info.txt")) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
613 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
614 # Record ending time and calculate total run time |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
615 time_end <- as.character(Sys.time()) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
616 time_taken <- capture.output(round(difftime(time_end, time_start), digits = 3)) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
617 time_taken <- gsub("Time difference of ", "", time_taken, fixed = TRUE) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
618 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
619 ################################################################################ |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
620 ### HTML Generation |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
621 ################################################################################ |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
622 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
623 # Clear file |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
624 cat("", file = opt$htmlPath) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
625 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
626 cata("<html>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
627 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
628 cata("<body>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
629 cata("<h3>edgeR Analysis Output:</h3>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
630 cata("Links to PDF copies of plots are in 'Plots' section below.<br />\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
631 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
632 html_image(image_data$Link[1], image_data$Label[1]) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
633 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
634 for (i in 2:nrow(image_data)) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
635 html_image(image_data$Link[i], image_data$Label[i]) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
636 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
637 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
638 cata("<h4>Differential Expression Counts:</h4>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
639 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
640 cata("<table border=\"1\" cellpadding=\"4\">\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
641 cata("<tr>\n") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
642 table_item() |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
643 for (i in colnames(sig_diff)) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
644 table_head_item(i) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
645 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
646 cata("</tr>\n") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
647 for (i in seq_len(nrow(sig_diff))) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
648 cata("<tr>\n") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
649 table_head_item(unmake_names(row.names(sig_diff)[i])) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
650 for (j in seq_len(ncol(sig_diff))) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
651 table_item(as.character(sig_diff[i, j])) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
652 } |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
653 cata("</tr>\n") |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
654 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
655 cata("</table>") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
656 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
657 cata("<h4>Plots:</h4>\n") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
658 for (i in seq_len(nrow(link_data))) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
659 if (grepl(".pdf", link_data$Link[i])) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
660 html_link(link_data$Link[i], link_data$Label[i]) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
661 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
662 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
663 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
664 cata("<h4>Tables:</h4>\n") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
665 for (i in seq_len(nrow(link_data))) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
666 if (grepl(".tsv", link_data$Link[i])) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
667 html_link(link_data$Link[i], link_data$Label[i]) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
668 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
669 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
670 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
671 if (want_rda) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
672 cata("<h4>R Data Objects:</h4>\n") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
673 for (i in seq_len(nrow(link_data))) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
674 if (grepl(".RData", link_data$Link[i])) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
675 html_link(link_data$Link[i], link_data$Label[i]) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
676 } |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
677 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
678 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
679 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
680 cata("<p>Alt-click links to download file.</p>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
681 cata("<p>Click floppy disc icon associated history item to download ") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
682 cata("all files.</p>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
683 cata("<p>.tsv files can be viewed in Excel or any spreadsheet program.</p>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
684 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
685 cata("<h4>Additional Information</h4>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
686 cata("<ul>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
687 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
688 if (filt_cpm || filt_smpcount || filt_totcount) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
689 if (filt_cpm) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
690 temp_str <- paste( |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
691 "Genes without more than", opt$cpmReq, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
692 "CPM in at least", opt$sampleReq, "samples are insignificant", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
693 "and filtered out." |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
694 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
695 } else if (filt_smpcount) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
696 temp_str <- paste( |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
697 "Genes without more than", opt$cntReq, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
698 "counts in at least", opt$sampleReq, "samples are insignificant", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
699 "and filtered out." |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
700 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
701 } else if (filt_totcount) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
702 temp_str <- paste( |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
703 "Genes without more than", opt$cntReq, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
704 "counts, after summing counts for all samples, are insignificant", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
705 "and filtered out." |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
706 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
707 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
708 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
709 list_item(temp_str) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
710 filter_prop <- round(filtered_count / prefilter_count * 100, digits = 2) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
711 temp_str <- paste0( |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
712 filtered_count, " of ", prefilter_count, " (", filter_prop, |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
713 "%) genes were filtered out for low expression." |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
714 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
715 list_item(temp_str) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
716 } |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
717 list_item(opt$normOpt, " was the method used to normalise library sizes.") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
718 if (want_lrt) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
719 list_item("The edgeR likelihood ratio test was used.") |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
720 } else { |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
721 if (want_robust) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
722 list_item("The edgeR quasi-likelihood test was used with robust settings (robust=TRUE with estimateDisp and glmQLFit).") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
723 } else { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
724 list_item("The edgeR quasi-likelihood test was used.") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
725 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
726 } |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
727 if (opt$pAdjOpt != "none") { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
728 if (opt$pAdjOpt == "BH" || opt$pAdjOpt == "BY") { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
729 temp_str <- paste0( |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
730 "MD-Plot highlighted genes are significant at FDR ", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
731 "of ", opt$pValReq, " and exhibit log2-fold-change of at ", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
732 "least ", opt$lfcReq, "." |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
733 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
734 list_item(temp_str) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
735 } else if (opt$pAdjOpt == "holm") { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
736 temp_str <- paste0( |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
737 "MD-Plot highlighted genes are significant at adjusted ", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
738 "p-value of ", opt$pValReq, " by the Holm(1979) ", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
739 "method, and exhibit log2-fold-change of at least ", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
740 opt$lfcReq, "." |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
741 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
742 list_item(temp_str) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
743 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
744 } else { |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
745 temp_str <- paste0( |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
746 "MD-Plot highlighted genes are significant at p-value ", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
747 "of ", opt$pValReq, " and exhibit log2-fold-change of at ", |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
748 "least ", opt$lfcReq, "." |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
749 ) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
750 list_item(temp_str) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
751 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
752 cata("</ul>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
753 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
754 cata("<h4>Summary of experimental data:</h4>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
755 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
756 cata("<p>*CHECK THAT SAMPLES ARE ASSOCIATED WITH CORRECT GROUP(S)*</p>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
757 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
758 cata("<table border=\"1\" cellpadding=\"3\">\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
759 cata("<tr>\n") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
760 table_head_item("SampleID") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
761 table_head_item(names(factors)[1], " (Primary Factor)") |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
762 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
763 if (ncol(factors) > 1) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
764 for (i in names(factors)[2:length(names(factors))]) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
765 table_head_item(i) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
766 } |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
767 cata("</tr>\n") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
768 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
769 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
770 for (i in seq_len(nrow((factors)))) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
771 cata("<tr>\n") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
772 table_head_item(row.names(factors)[i]) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
773 for (j in seq_len(ncol(factors))) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
774 table_item(as.character(unmake_names(factors[i, j]))) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
775 } |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
776 cata("</tr>\n") |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
777 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
778 cata("</table>") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
779 |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
780 for (i in seq_len(nrow(link_data))) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
781 if (grepl("session_info", link_data$Link[i])) { |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
782 html_link(link_data$Link[i], link_data$Label[i]) |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
783 } |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
784 } |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
785 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
786 cata("<table border=\"0\">\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
787 cata("<tr>\n") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
788 table_item("Task started at:") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
789 table_item(time_start) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
790 cata("</tr>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
791 cata("<tr>\n") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
792 table_item("Task ended at:") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
793 table_item(time_end) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
794 cata("</tr>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
795 cata("<tr>\n") |
8
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
796 table_item("Task run time:") |
3d89af8a44f0
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit 215a0f27f3de87506895ac655f801c40e8c7edbc"
iuc
parents:
6
diff
changeset
|
797 table_item(time_taken) |
0
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
798 cata("<tr>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
799 cata("</table>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
800 |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
801 cata("</body>\n") |
9bdff28ae1b1
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff
changeset
|
802 cata("</html>") |