Mercurial > repos > iuc > limma_voom

annotate limma_voom.R @ 8:00a42b66e522 draft

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planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
author iuc
date Tue, 15 May 2018 02:36:36 -0400
parents e6a4ff41af6b
children 4255881bebb1
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1 # This tool takes in a matrix of feature counts as well as gene annotations and
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2 # outputs a table of top expressions as well as various plots for differential
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3 # expression analysis
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4 #
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5 # ARGS: htmlPath", "R", 1, "character" -Path to html file linking to other outputs
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6 # outPath", "o", 1, "character" -Path to folder to write all output to
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7 # filesPath", "j", 2, "character" -JSON list object if multiple files input
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8 # matrixPath", "m", 2, "character" -Path to count matrix
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9 # factFile", "f", 2, "character" -Path to factor information file
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10 # factInput", "i", 2, "character" -String containing factors if manually input
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11 # annoPath", "a", 2, "character" -Path to input containing gene annotations
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12 # contrastData", "C", 1, "character" -String containing contrasts of interest
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13 # cpmReq", "c", 2, "double" -Float specifying cpm requirement
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14 # cntReq", "z", 2, "integer" -Integer specifying minimum total count requirement
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15 # sampleReq", "s", 2, "integer" -Integer specifying cpm requirement
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16 # normCounts", "x", 0, "logical" -String specifying if normalised counts should be output
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17 # rdaOpt", "r", 0, "logical" -String specifying if RData should be output
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18 # lfcReq", "l", 1, "double" -Float specifying the log-fold-change requirement
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19 # pValReq", "p", 1, "double" -Float specifying the p-value requirement
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20 # pAdjOpt", "d", 1, "character" -String specifying the p-value adjustment method
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21 # normOpt", "n", 1, "character" -String specifying type of normalisation used
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22 # robOpt", "b", 0, "logical" -String specifying if robust options should be used
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23 # trend", "t", 1, "double" -Float for prior.count if limma-trend is used instead of voom
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24 # weightOpt", "w", 0, "logical" -String specifying if voomWithQualityWeights should be used
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25 # topgenes", "G", 1, "integer" -Integer specifying no. of genes to highlight in volcano and heatmap
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26 # treatOpt", "T", 0, "logical" -String specifying if TREAT function should be used
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27 # plots, "P", 1, "character" -String specifying additional plots to be created
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28 #
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29 # OUT:
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30 # Density Plots (if filtering)
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31 # Box Plots (if normalising)
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32 # MDS Plot
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33 # Voom/SA plot
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34 # MD Plot
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35 # Volcano Plot
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36 # Heatmap
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37 # Expression Table
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38 # HTML file linking to the ouputs
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39 # Optional:
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40 # Normalised counts Table
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41 # RData file
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42 #
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43 #
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44 # Author: Shian Su - registertonysu@gmail.com - Jan 2014
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45 # Modified by: Maria Doyle - Jun 2017, Jan 2018, May 2018
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47 # Record starting time
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48 timeStart <- as.character(Sys.time())
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50 # Load all required libraries
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51 library(methods, quietly=TRUE, warn.conflicts=FALSE)
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52 library(statmod, quietly=TRUE, warn.conflicts=FALSE)
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53 library(splines, quietly=TRUE, warn.conflicts=FALSE)
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54 library(edgeR, quietly=TRUE, warn.conflicts=FALSE)
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55 library(limma, quietly=TRUE, warn.conflicts=FALSE)
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56 library(scales, quietly=TRUE, warn.conflicts=FALSE)
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57 library(getopt, quietly=TRUE, warn.conflicts=FALSE)
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58 library(gplots, quietly=TRUE, warn.conflicts=FALSE)
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60 ################################################################################
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61 ### Function Declaration
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62 ################################################################################
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63 # Function to sanitise contrast equations so there are no whitespaces
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64 # surrounding the arithmetic operators, leading or trailing whitespace
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65 sanitiseEquation <- function(equation) {
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66 equation <- gsub(" *[+] *", "+", equation)
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67 equation <- gsub(" *[-] *", "-", equation)
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68 equation <- gsub(" *[/] *", "/", equation)
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69 equation <- gsub(" *[*] *", "*", equation)
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70 equation <- gsub("^\\s+|\\s+$", "", equation)
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71 return(equation)
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72 }
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74 # Function to sanitise group information
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75 sanitiseGroups <- function(string) {
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76 string <- gsub(" *[,] *", ",", string)
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77 string <- gsub("^\\s+|\\s+$", "", string)
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78 return(string)
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79 }
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81 # Function to change periods to whitespace in a string
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82 unmake.names <- function(string) {
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83 string <- gsub(".", " ", string, fixed=TRUE)
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84 return(string)
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85 }
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86
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87 # Generate output folder and paths
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88 makeOut <- function(filename) {
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89 return(paste0(opt$outPath, "/", filename))
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90 }
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91
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92 # Generating design information
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93 pasteListName <- function(string) {
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94 return(paste0("factors$", string))
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95 }
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96
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97 # Create cata function: default path set, default seperator empty and appending
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98 # true by default (Ripped straight from the cat function with altered argument
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99 # defaults)
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100 cata <- function(..., file = opt$htmlPath, sep = "", fill = FALSE, labels = NULL,
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101 append = TRUE) {
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102 if (is.character(file))
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103 if (file == "")
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104 file <- stdout()
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105 else if (substring(file, 1L, 1L) == "|") {
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106 file <- pipe(substring(file, 2L), "w")
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107 on.exit(close(file))
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108 }
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109 else {
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110 file <- file(file, ifelse(append, "a", "w"))
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111 on.exit(close(file))
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112 }
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113 .Internal(cat(list(...), file, sep, fill, labels, append))
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114 }
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115
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116 # Function to write code for html head and title
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117 HtmlHead <- function(title) {
3
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118 cata("<head>\n")
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119 cata("<title>", title, "</title>\n")
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120 cata("</head>\n")
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121 }
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122
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123 # Function to write code for html links
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124 HtmlLink <- function(address, label=address) {
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125 cata("<a href=\"", address, "\" target=\"_blank\">", label, "</a><br />\n")
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126 }
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127
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128 # Function to write code for html images
8
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129 HtmlImage <- function(source, label=source, height=500, width=500) {
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130 cata("<img src=\"", source, "\" alt=\"", label, "\" height=\"", height)
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131 cata("\" width=\"", width, "\"/>\n")
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132 }
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133
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134 # Function to write code for html list items
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135 ListItem <- function(...) {
3
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136 cata("<li>", ..., "</li>\n")
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137 }
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138
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139 TableItem <- function(...) {
3
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140 cata("<td>", ..., "</td>\n")
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141 }
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142
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143 TableHeadItem <- function(...) {
3
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144 cata("<th>", ..., "</th>\n")
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145 }
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146
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147 ################################################################################
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148 ### Input Processing
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149 ################################################################################
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150
3
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151 # Collect arguments from command line
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152 args <- commandArgs(trailingOnly=TRUE)
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153
3
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154 # Get options, using the spec as defined by the enclosed list.
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155 # Read the options from the default: commandArgs(TRUE).
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156 spec <- matrix(c(
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157 "htmlPath", "R", 1, "character",
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158 "outPath", "o", 1, "character",
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159 "filesPath", "j", 2, "character",
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160 "matrixPath", "m", 2, "character",
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161 "factFile", "f", 2, "character",
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162 "factInput", "i", 2, "character",
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163 "annoPath", "a", 2, "character",
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164 "contrastData", "C", 1, "character",
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165 "cpmReq", "c", 1, "double",
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166 "totReq", "y", 0, "logical",
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167 "cntReq", "z", 1, "integer",
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168 "sampleReq", "s", 1, "integer",
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169 "normCounts", "x", 0, "logical",
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170 "rdaOpt", "r", 0, "logical",
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171 "lfcReq", "l", 1, "double",
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172 "pValReq", "p", 1, "double",
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173 "pAdjOpt", "d", 1, "character",
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174 "normOpt", "n", 1, "character",
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175 "robOpt", "b", 0, "logical",
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176 "trend", "t", 1, "double",
6
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177 "weightOpt", "w", 0, "logical",
7
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178 "topgenes", "G", 1, "integer",
8
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179 "treatOpt", "T", 0, "logical",
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180 "plots", "P", 1, "character"),
3
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181 byrow=TRUE, ncol=4)
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182 opt <- getopt(spec)
0
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183
1
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184
3
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185 if (is.null(opt$matrixPath) & is.null(opt$filesPath)) {
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186 cat("A counts matrix (or a set of counts files) is required.\n")
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187 q(status=1)
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188 }
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189
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190 if (is.null(opt$cpmReq)) {
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191 filtCPM <- FALSE
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192 } else {
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193 filtCPM <- TRUE
1
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194 }
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195
3
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196 if (is.null(opt$cntReq) || is.null(opt$sampleReq)) {
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197 filtSmpCount <- FALSE
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198 } else {
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199 filtSmpCount <- TRUE
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200 }
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201
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202 if (is.null(opt$totReq)) {
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203 filtTotCount <- FALSE
0
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204 } else {
3
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205 filtTotCount <- TRUE
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206 }
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207
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208 if (is.null(opt$rdaOpt)) {
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209 wantRda <- FALSE
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210 } else {
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211 wantRda <- TRUE
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212 }
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213
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214 if (is.null(opt$annoPath)) {
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diff changeset
215 haveAnno <- FALSE
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216 } else {
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217 haveAnno <- TRUE
0
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218 }
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219
3
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220 if (is.null(opt$normCounts)) {
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221 wantNorm <- FALSE
0
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222 } else {
3
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diff changeset
223 wantNorm <- TRUE
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224 }
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225
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226 if (is.null(opt$robOpt)) {
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diff changeset
227 wantRobust <- FALSE
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228 } else {
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229 wantRobust <- TRUE
0
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230 }
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231
3
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232 if (is.null(opt$weightOpt)) {
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233 wantWeight <- FALSE
0
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234 } else {
3
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235 wantWeight <- TRUE
0
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236 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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237
3
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238 if (is.null(opt$trend)) {
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239 wantTrend <- FALSE
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240 deMethod <- "limma-voom"
1
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241 } else {
3
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242 wantTrend <- TRUE
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243 deMethod <- "limma-trend"
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244 priorCount <- opt$trend
1
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245 }
0
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246
6
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247 if (is.null(opt$treatOpt)) {
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diff changeset
248 wantTreat <- FALSE
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249 } else {
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diff changeset
250 wantTreat <- TRUE
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251 }
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252
0
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253
3
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254 if (!is.null(opt$filesPath)) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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255 # Process the separate count files (adapted from DESeq2 wrapper)
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diff changeset
256 library("rjson")
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257 parser <- newJSONParser()
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258 parser$addData(opt$filesPath)
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259 factorList <- parser$getObject()
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260 factors <- sapply(factorList, function(x) x[[1]])
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261 filenamesIn <- unname(unlist(factorList[[1]][[2]]))
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262 sampleTable <- data.frame(sample=basename(filenamesIn),
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263 filename=filenamesIn,
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diff changeset
264 row.names=filenamesIn,
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265 stringsAsFactors=FALSE)
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266 for (factor in factorList) {
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267 factorName <- factor[[1]]
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268 sampleTable[[factorName]] <- character(nrow(sampleTable))
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269 lvls <- sapply(factor[[2]], function(x) names(x))
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270 for (i in seq_along(factor[[2]])) {
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271 files <- factor[[2]][[i]][[1]]
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272 sampleTable[files,factorName] <- lvls[i]
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273 }
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274 sampleTable[[factorName]] <- factor(sampleTable[[factorName]], levels=lvls)
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275 }
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276 rownames(sampleTable) <- sampleTable$sample
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277 rem <- c("sample","filename")
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278 factors <- sampleTable[, !(names(sampleTable) %in% rem), drop=FALSE]
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279
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280 #read in count files and create single table
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281 countfiles <- lapply(sampleTable$filename, function(x){read.delim(x, row.names=1)})
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282 counts <- do.call("cbind", countfiles)
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283
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284 } else {
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285 # Process the single count matrix
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286 counts <- read.table(opt$matrixPath, header=TRUE, sep="\t", stringsAsFactors=FALSE)
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287 row.names(counts) <- counts[, 1]
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288 counts <- counts[ , -1]
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289 countsRows <- nrow(counts)
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290
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291 # Process factors
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292 if (is.null(opt$factInput)) {
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293 factorData <- read.table(opt$factFile, header=TRUE, sep="\t")
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294 factors <- factorData[, -1, drop=FALSE]
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295 } else {
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296 factors <- unlist(strsplit(opt$factInput, "|", fixed=TRUE))
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297 factorData <- list()
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298 for (fact in factors) {
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299 newFact <- unlist(strsplit(fact, split="::"))
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300 factorData <- rbind(factorData, newFact)
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301 } # Factors have the form: FACT_NAME::LEVEL,LEVEL,LEVEL,LEVEL,... The first factor is the Primary Factor.
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302
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303 # Set the row names to be the name of the factor and delete first row
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304 row.names(factorData) <- factorData[, 1]
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305 factorData <- factorData[, -1]
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306 factorData <- sapply(factorData, sanitiseGroups)
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307 factorData <- sapply(factorData, strsplit, split=",")
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308 factorData <- sapply(factorData, make.names)
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309 # Transform factor data into data frame of R factor objects
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310 factors <- data.frame(factorData)
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311 }
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312 }
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313
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314 # if annotation file provided
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315 if (haveAnno) {
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316 geneanno <- read.table(opt$annoPath, header=TRUE, sep="\t", stringsAsFactors=FALSE)
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317 }
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318
0
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319 #Create output directory
3
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320 dir.create(opt$outPath, showWarnings=FALSE)
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321
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322 # Split up contrasts seperated by comma into a vector then sanitise
3
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323 contrastData <- unlist(strsplit(opt$contrastData, split=","))
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324 contrastData <- sanitiseEquation(contrastData)
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325 contrastData <- gsub(" ", ".", contrastData, fixed=TRUE)
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326
8
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327 plots <- character()
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328 if (!is.null(opt$plots)) {
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329 plots <- unlist(strsplit(opt$plots, split=","))
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330 }
3
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331
8
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332 denOutPng <- makeOut("densityplots.png")
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333 denOutPdf <- makeOut("densityplots.pdf")
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334 cpmOutPdf <- makeOut("cpmplots.pdf")
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335 boxOutPng <- makeOut("boxplots.png")
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336 boxOutPdf <- makeOut("boxplots.pdf")
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337 mdsscreeOutPng <- makeOut("mdsscree.png")
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338 mdsscreeOutPdf <- makeOut("mdsscree.pdf")
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339 mdsxOutPdf <- makeOut("mdsplot_extra.pdf")
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340 mdsxOutPng <- makeOut("mdsplot_extra.png")
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341 mdsamOutPdf <- makeOut("mdplots_samples.pdf")
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342 mdOutPdf <- character() # Initialise character vector
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343 volOutPdf <- character()
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344 heatOutPdf <- character()
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345 stripOutPdf <- character()
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346 mdvolOutPng <- character()
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347 topOut <- character()
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348 for (i in 1:length(contrastData)) {
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349 con <- contrastData[i]
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350 con <- gsub("\\(|\\)", "", con)
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351 mdOutPdf[i] <- makeOut(paste0("mdplot_", con, ".pdf"))
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352 volOutPdf[i] <- makeOut(paste0("volplot_", con, ".pdf"))
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353 heatOutPdf[i] <- makeOut(paste0("heatmap_", con, ".pdf"))
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354 stripOutPdf[i] <- makeOut(paste0("stripcharts_", con, ".pdf"))
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355 mdvolOutPng[i] <- makeOut(paste0("mdvolplot_", con, ".png"))
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356 topOut[i] <- makeOut(paste0(deMethod, "_", con, ".tsv"))
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357 }
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358
3
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359 normOut <- makeOut(paste0(deMethod, "_normcounts.tsv"))
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360 rdaOut <- makeOut(paste0(deMethod, "_analysis.RData"))
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361 sessionOut <- makeOut("session_info.txt")
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362
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363 # Initialise data for html links and images, data frame with columns Label and
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364 # Link
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365 linkData <- data.frame(Label=character(), Link=character(),
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366 stringsAsFactors=FALSE)
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367 imageData <- data.frame(Label=character(), Link=character(),
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368 stringsAsFactors=FALSE)
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369
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370 # Initialise vectors for storage of up/down/neutral regulated counts
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371 upCount <- numeric()
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372 downCount <- numeric()
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373 flatCount <- numeric()
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374
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375 ################################################################################
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376 ### Data Processing
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377 ################################################################################
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378
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379 # Extract counts and annotation data
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380 print("Extracting counts")
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381 data <- list()
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382 data$counts <- counts
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383 if (haveAnno) {
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384 # order annotation by genes in counts (assumes gene ids are in 1st column of geneanno)
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385 annoord <- geneanno[match(row.names(counts), geneanno[,1]), ]
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386 data$genes <- annoord
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387 } else {
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388 data$genes <- data.frame(GeneID=row.names(counts))
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389 }
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390
8
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391 # Creating naming data
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392 samplenames <- colnames(data$counts)
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393 sampleanno <- data.frame("sampleID"=samplenames, factors)
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394
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395 # Creating colours for the groups
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396 cols <- as.numeric(factors[, 1])
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397 col.group <- palette()[cols]
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398
3
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399 # If filter crieteria set, filter out genes that do not have a required cpm/counts in a required number of
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400 # samples. Default is no filtering
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401 preFilterCount <- nrow(data$counts)
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402 nsamples <- ncol(data$counts)
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403
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404 if (filtCPM || filtSmpCount || filtTotCount) {
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405
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406 if (filtTotCount) {
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407 keep <- rowSums(data$counts) >= opt$cntReq
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408 } else if (filtSmpCount) {
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409 keep <- rowSums(data$counts >= opt$cntReq) >= opt$sampleReq
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410 } else if (filtCPM) {
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411 myCPM <- cpm(data$counts)
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412 thresh <- myCPM >= opt$cpmReq
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413 keep <- rowSums(thresh) >= opt$sampleReq
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414
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415 if ("c" %in% plots) {
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416 # Plot CPM vs raw counts (to check threshold)
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417 pdf(cpmOutPdf, width=6.5, height=10)
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418 par(mfrow=c(3, 2))
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419 for (i in 1:nsamples) {
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420 plot(data$counts[, i], myCPM[, i], xlim=c(0,50), ylim=c(0,3), main=samplenames[i], xlab="Raw counts", ylab="CPM")
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421 abline(v=10, col="red", lty=2, lwd=2)
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422 abline(h=opt$cpmReq, col=4)
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423 }
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424 linkName <- "CpmPlots.pdf"
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425 linkAddr <- "cpmplots.pdf"
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426 linkData <- rbind(linkData, data.frame(Label=linkName, Link=linkAddr, stringsAsFactors=FALSE))
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427 invisible(dev.off())
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428 }
3
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429 }
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430
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431 data$counts <- data$counts[keep, ]
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432 data$genes <- data$genes[keep, , drop=FALSE]
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433
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434 # Plot Density
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435 if ("d" %in% plots) {
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diff changeset
436 # PNG
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437 png(denOutPng, width=1000, height=500)
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438 par(mfrow=c(1,2), cex.axis=0.8)
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439
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diff changeset
440 # before filtering
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diff changeset
441 lcpm1 <- cpm(counts, log=TRUE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
442 plot(density(lcpm1[, 1]), col=col.group[1], lwd=2, las=2, main="", xlab="")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
443 title(main="Density Plot: Raw counts", xlab="Log-cpm")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
444 for (i in 2:nsamples){
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
445 den <- density(lcpm1[, i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
446 lines(den$x, den$y, col=col.group[i], lwd=2)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
447 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
448
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
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diff changeset
449 # after filtering
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
450 lcpm2 <- cpm(data$counts, log=TRUE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
451 plot(density(lcpm2[,1]), col=col.group[1], lwd=2, las=2, main="", xlab="")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
452 title(main="Density Plot: Filtered counts", xlab="Log-cpm")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
453 for (i in 2:nsamples){
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
454 den <- density(lcpm2[, i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
455 lines(den$x, den$y, col=col.group[i], lwd=2)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
456 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
457 legend("topright", samplenames, text.col=col.group, bty="n")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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458 imgName <- "Densityplots.png"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
459 imgAddr <- "densityplots.png"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
460 imageData <- rbind(imageData, data.frame(Label=imgName, Link=imgAddr, stringsAsFactors=FALSE))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
461 invisible(dev.off())
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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462
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
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diff changeset
463 # PDF
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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464 pdf(denOutPdf, width=14)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
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465 par(mfrow=c(1,2), cex.axis=0.8)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
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diff changeset
466 plot(density(lcpm1[, 1]), col=col.group[1], lwd=2, las=2, main="", xlab="")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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467 title(main="Density Plot: Raw counts", xlab="Log-cpm")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
468 for (i in 2:nsamples){
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
469 den <- density(lcpm1[, i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
470 lines(den$x, den$y, col=col.group[i], lwd=2)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
471 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
472 plot(density(lcpm2[, 1]), col=col.group[1], lwd=2, las=2, main="", xlab="")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
473 title(main="Density Plot: Filtered counts", xlab="Log-cpm")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
474 for (i in 2:nsamples){
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
475 den <- density(lcpm2[, i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
476 lines(den$x, den$y, col=col.group[i], lwd=2)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
477 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
478 legend("topright", samplenames, text.col=col.group, bty="n")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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479 linkName <- "DensityPlots.pdf"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
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480 linkAddr <- "densityplots.pdf"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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481 linkData <- rbind(linkData, data.frame(Label=linkName, Link=linkAddr, stringsAsFactors=FALSE))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
482 invisible(dev.off())
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
483 }
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
484 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
485
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
486 postFilterCount <- nrow(data$counts)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
487 filteredCount <- preFilterCount-postFilterCount
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
488
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
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diff changeset
489 # Generating the DGEList object "y"
3
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490 print("Generating DGEList object")
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
491 data$samples <- sampleanno
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
492 data$samples$lib.size <- colSums(data$counts)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
493 data$samples$norm.factors <- 1
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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494 row.names(data$samples) <- colnames(data$counts)
6
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495 y <- new("DGEList", data)
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
496
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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497 print("Generating Design")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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498 # Name rows of factors according to their sample
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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499 row.names(factors) <- names(data$counts)
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
500 factorList <- sapply(names(factors), pasteListName)
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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501 formula <- "~0"
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
502 for (i in 1:length(factorList)) {
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
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503 formula <- paste(formula,factorList[i], sep="+")
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
504 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
505 formula <- formula(formula)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
506 design <- model.matrix(formula)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
507 for (i in 1:length(factorList)) {
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
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508 colnames(design) <- gsub(factorList[i], "", colnames(design), fixed=TRUE)
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
509 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
510
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
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diff changeset
511 # Calculating normalising factors
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
512 print("Calculating Normalisation Factors")
6
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513 y <- calcNormFactors(y, method=opt$normOpt)
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
514
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
515 # Generate contrasts information
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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516 print("Generating Contrasts")
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
517 contrasts <- makeContrasts(contrasts=contrastData, levels=design)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
518
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
519 ################################################################################
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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parents:
diff changeset
520 ### Data Output
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
521 ################################################################################
6
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diff changeset
522
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
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diff changeset
523 # Plot Box plots (before and after normalisation)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
524 if (opt$normOpt != "none" & "b" %in% plots) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
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diff changeset
525 png(boxOutPng, width=1000, height=500)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
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diff changeset
526 par(mfrow=c(1,2), mar=c(6,4,2,2)+0.1)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
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diff changeset
527 labels <- colnames(counts)
6
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iuc
parents: 5
diff changeset
528
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
529 lcpm1 <- cpm(y$counts, log=TRUE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
530 boxplot(lcpm1, las=2, col=col.group, xaxt="n", xlab="")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
531 axis(1, at=seq_along(labels), labels = FALSE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
532 abline(h=median(lcpm1), col=4)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
533 text(x=seq_along(labels), y=par("usr")[3]-1, srt=45, adj=1, labels=labels, xpd=TRUE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
534 title(main="Box Plot: Unnormalised counts", ylab="Log-cpm")
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
535
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
536 lcpm2 <- cpm(y, log=TRUE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
537 boxplot(lcpm2, las=2, col=col.group, xaxt="n", xlab="")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
538 axis(1, at=seq_along(labels), labels = FALSE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
539 text(x=seq_along(labels), y=par("usr")[3]-1, srt=45, adj=1, labels=labels, xpd=TRUE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
540 abline(h=median(lcpm2), col=4)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
541 title(main="Box Plot: Normalised counts", ylab="Log-cpm")
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
542
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
543 imgName <- "Boxplots.png"
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
544 imgAddr <- "boxplots.png"
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
545 imageData <- rbind(imageData, data.frame(Label=imgName, Link=imgAddr, stringsAsFactors=FALSE))
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
546 invisible(dev.off())
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
547
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
548 pdf(boxOutPdf, width=14)
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
549 par(mfrow=c(1,2), mar=c(6,4,2,2)+0.1)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
550 boxplot(lcpm1, las=2, col=col.group, xaxt="n", xlab="")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
551 axis(1, at=seq_along(labels), labels = FALSE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
552 abline(h=median(lcpm1), col=4)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
553 text(x=seq_along(labels), y=par("usr")[3]-1, srt=45, adj=1, labels=labels, xpd=TRUE)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
554 title(main="Box Plot: Unnormalised counts", ylab="Log-cpm")
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
555 boxplot(lcpm2, las=2, col=col.group, xaxt="n", xlab="")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
556 axis(1, at=seq_along(labels), labels = FALSE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
557 text(x=seq_along(labels), y=par("usr")[3]-1, srt=45, adj=1, labels=labels, xpd=TRUE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
558 abline(h=median(lcpm2), col=4)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
559 title(main="Box Plot: Normalised counts", ylab="Log-cpm")
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
560 linkName <- "BoxPlots.pdf"
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
561 linkAddr <- "boxplots.pdf"
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
562 linkData <- rbind(linkData, data.frame(Label=linkName, Link=linkAddr, stringsAsFactors=FALSE))
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
563 invisible(dev.off())
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
564 }
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
565
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
566 # Plot MDS
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
567 print("Generating MDS plot")
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
568 labels <- names(counts)
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
569
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
570 # Scree plot (Variance Explained) code copied from Glimma
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
571
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
572 # get column of matrix
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
573 getCols <- function(x, inds) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
574 x[, inds, drop=FALSE]
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
575 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
576
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
577 x <- cpm(y, log=TRUE)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
578 ndim <- nsamples - 1
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
579 nprobes <- nrow(x)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
580 top <- 500
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
581 top <- min(top, nprobes)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
582 cn <- colnames(x)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
583 bad <- rowSums(is.finite(x)) < nsamples
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
584
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
585 if (any(bad)) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
586 warning("Rows containing infinite values have been removed")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
587 x <- x[!bad, , drop=FALSE]
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
588 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
589
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
590 dd <- matrix(0, nrow=nsamples, ncol=nsamples, dimnames=list(cn, cn))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
591 topindex <- nprobes - top + 1L
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
592 for (i in 2L:(nsamples)) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
593 for (j in 1L:(i - 1L)) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
594 dists <- (getCols(x, i) - getCols(x, j))^2
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
595 dists <- sort.int(dists, partial = topindex )
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
596 topdist <- dists[topindex:nprobes]
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
597 dd[i, j] <- sqrt(mean(topdist))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
598 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
599 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
600
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
601 a1 <- suppressWarnings(cmdscale(as.dist(dd), k=min(ndim, 8), eig=TRUE))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
602 eigen <- data.frame(name = 1:min(ndim, 8), eigen = round(a1$eig[1:min(ndim, 8)]/sum(a1$eig), 2))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
603
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
604 png(mdsscreeOutPng, width=1000, height=500)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
605 par(mfrow=c(1, 2))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
606 plotMDS(y, labels=samplenames, col=as.numeric(factors[, 1]), main="MDS Plot: Dims 1 and 2")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
607 barplot(eigen$eigen, names.arg=eigen$name, main = "Scree Plot: Variance Explained", xlab = "Dimension", ylab = "Proportion", las=1)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
608 imgName <- paste0("MDSPlot_", names(factors)[1], ".png")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
609 imgAddr <- "mdsscree.png"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
610 imageData <- rbind(imageData, data.frame(Label=imgName, Link=imgAddr, stringsAsFactors=FALSE))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
611 invisible(dev.off())
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
612
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
613 pdf(mdsscreeOutPdf, width=14)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
614 par(mfrow=c(1, 2))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
615 plotMDS(y, labels=samplenames, col=as.numeric(factors[, 1]), main="MDS Plot: Dims 1 and 2")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
616 barplot(eigen$eigen, names.arg=eigen$name, main = "Scree Plot: Variance Explained", xlab = "Dimension", ylab = "Proportion", las=1)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
617 linkName <- paste0("MDSPlot_", names(factors)[1], ".pdf")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
618 linkAddr <- "mdsscree.pdf"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
619 linkData <- rbind(linkData, data.frame(Label=linkName, Link=linkAddr, stringsAsFactors=FALSE))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
620 invisible(dev.off())
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
621
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
622 if ("x" %in% plots) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
623 png(mdsxOutPng, width=1000, height=500)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
624 par(mfrow=c(1, 2))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
625 for (i in 2:3) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
626 dim1 <- i
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
627 dim2 <- i + 1
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
628 plotMDS(y, dim=c(dim1, dim2), labels=samplenames, col=as.numeric(factors[, 1]), main=paste("MDS Plot: Dims", dim1, "and", dim2))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
629 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
630 imgName <- paste0("MDSPlot_extra.png")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
631 imgAddr <- paste0("mdsplot_extra.png")
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
632 imageData <- rbind(imageData, data.frame(Label=imgName, Link=imgAddr, stringsAsFactors=FALSE))
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
633 invisible(dev.off())
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
634
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
635 pdf(mdsxOutPdf, width=14)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
636 par(mfrow=c(1, 2))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
637 for (i in 2:3) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
638 dim1 <- i
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
639 dim2 <- i + 1
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
640 plotMDS(y, dim=c(dim1, dim2), labels=samplenames, col=as.numeric(factors[, 1]), main=paste("MDS Plot: Dims", dim1, "and", dim2))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
641 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
642 linkName <- "MDSPlot_extra.pdf"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
643 linkAddr <- "mdsplot_extra.pdf"
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
644 linkData <- rbind(linkData, data.frame(Label=linkName, Link=linkAddr, stringsAsFactors=FALSE))
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
645 invisible(dev.off())
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
646 }
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
647
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
648 if ("m" %in% plots) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
649 # Plot MD plots for individual samples
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
650 print("Generating MD plots for samples")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
651 pdf(mdsamOutPdf, width=6.5, height=10)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
652 par(mfrow=c(3, 2))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
653 for (i in 1:nsamples) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
654 plotMD(y, column = i)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
655 abline(h=0, col="red", lty=2, lwd=2)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
656 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
657 linkName <- "MDPlots_Samples.pdf"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
658 linkAddr <- "mdplots_samples.pdf"
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
659 linkData <- rbind(linkData, c(linkName, linkAddr))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
660 invisible(dev.off())
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
661 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
662
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
663
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
664 if (wantTrend) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
665 # limma-trend approach
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
666 logCPM <- cpm(y, log=TRUE, prior.count=opt$trend)
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
667 fit <- lmFit(logCPM, design)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
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parents: 5
diff changeset
668 fit$genes <- y$genes
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
669 fit <- contrasts.fit(fit, contrasts)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
670 if (wantRobust) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
671 fit <- eBayes(fit, trend=TRUE, robust=TRUE)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
672 } else {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
673 fit <- eBayes(fit, trend=TRUE, robust=FALSE)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
674 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
675 # plot fit with plotSA
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
676 saOutPng <- makeOut("saplot.png")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
677 saOutPdf <- makeOut("saplot.pdf")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
678
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
679 png(saOutPng, width=500, height=500)
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
680 plotSA(fit, main="SA Plot")
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
681 imgName <- "SAPlot.png"
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
682 imgAddr <- "saplot.png"
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
683 imageData <- rbind(imageData, c(imgName, imgAddr))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
684 invisible(dev.off())
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
685
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
686 pdf(saOutPdf, width=14)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
687 plotSA(fit, main="SA Plot")
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
688 linkName <- "SAPlot.pdf"
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
689 linkAddr <- "saplot.pdf"
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
690 linkData <- rbind(linkData, c(linkName, linkAddr))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
691 invisible(dev.off())
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
692
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
693 plotData <- logCPM
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
694
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
695 # Save normalised counts (log2cpm)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
696 if (wantNorm) {
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
697 write.table(logCPM, file=normOut, row.names=TRUE, sep="\t", quote=FALSE)
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
698 linkData <- rbind(linkData, c((paste0(deMethod, "_", "normcounts.tsv")), (paste0(deMethod, "_", "normcounts.tsv"))))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
699 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
700 } else {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
701 # limma-voom approach
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
702 voomOutPdf <- makeOut("voomplot.pdf")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
703 voomOutPng <- makeOut("voomplot.png")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
704
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
705 if (wantWeight) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
706 # Creating voom data object and plot
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
707 png(voomOutPng, width=1000, height=500)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
708 vData <- voomWithQualityWeights(y, design=design, plot=TRUE)
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
709 imgName <- "VoomPlot.png"
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
710 imgAddr <- "voomplot.png"
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
711 imageData <- rbind(imageData, c(imgName, imgAddr))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
712 invisible(dev.off())
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
713
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
714 pdf(voomOutPdf, width=14)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
715 vData <- voomWithQualityWeights(y, design=design, plot=TRUE)
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
716 linkName <- "VoomPlot.pdf"
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
717 linkAddr <- "voomplot.pdf"
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
718 linkData <- rbind(linkData, c(linkName, linkAddr))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
719 invisible(dev.off())
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
720
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
721 # Generating fit data and top table with weights
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
722 wts <- vData$weights
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
723 voomFit <- lmFit(vData, design, weights=wts)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
724
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
725 } else {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
726 # Creating voom data object and plot
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
727 png(voomOutPng, width=500, height=500)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
728 vData <- voom(y, design=design, plot=TRUE)
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
729 imgName <- "VoomPlot"
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
730 imgAddr <- "voomplot.png"
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
731 imageData <- rbind(imageData, c(imgName, imgAddr))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
732 invisible(dev.off())
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
733
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
734 pdf(voomOutPdf)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
735 vData <- voom(y, design=design, plot=TRUE)
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
736 linkName <- "VoomPlot.pdf"
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
737 linkAddr <- "voomplot.pdf"
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
738 linkData <- rbind(linkData, c(linkName, linkAddr))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
739 invisible(dev.off())
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
740
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
741 # Generate voom fit
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
742 voomFit <- lmFit(vData, design)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
743 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
744
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
745 # Save normalised counts (log2cpm)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
746 if (wantNorm) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
747 norm_counts <- data.frame(vData$genes, vData$E)
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
748 write.table(norm_counts, file=normOut, row.names=FALSE, sep="\t", quote=FALSE)
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
749 linkData <- rbind(linkData, c((paste0(deMethod, "_", "normcounts.tsv")), (paste0(deMethod, "_", "normcounts.tsv"))))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
750 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
751
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
752 # Fit linear model and estimate dispersion with eBayes
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
753 voomFit <- contrasts.fit(voomFit, contrasts)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
754 if (wantRobust) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
755 fit <- eBayes(voomFit, robust=TRUE)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
756 } else {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
757 fit <- eBayes(voomFit, robust=FALSE)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
758 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
759 plotData <- vData
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
760 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
761
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
762
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
763 print("Generating DE results")
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
764
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
765 if (wantTreat) {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
766 print("Applying TREAT method")
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
767 if (wantRobust) {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
768 fit <- treat(fit, lfc=opt$lfcReq, robust=TRUE)
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
769 } else {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
770 fit <- treat(fit, lfc=opt$lfcReq, robust=FALSE)
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
771 }
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
772 }
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
773
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
774 status = decideTests(fit, adjust.method=opt$pAdjOpt, p.value=opt$pValReq,
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
775 lfc=opt$lfcReq)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
776 sumStatus <- summary(status)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
777
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
778 for (i in 1:length(contrastData)) {
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
779 con <- contrastData[i]
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
780 con <- gsub("\\(|\\)", "", con)
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
781 # Collect counts for differential expression
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
782 upCount[i] <- sumStatus["Up", i]
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
783 downCount[i] <- sumStatus["Down", i]
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
784 flatCount[i] <- sumStatus["NotSig", i]
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
785
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
786 # Write top expressions table
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
787 if (wantTreat) {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
788 top <- topTreat(fit, coef=i, number=Inf, sort.by="P")
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
789 } else{
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
790 top <- topTable(fit, coef=i, number=Inf, sort.by="P")
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
791 }
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
792 write.table(top, file=topOut[i], row.names=FALSE, sep="\t", quote=FALSE)
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
793 linkName <- paste0(deMethod, "_", con, ".tsv")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
794 linkAddr <- paste0(deMethod, "_", con, ".tsv")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
795 linkData <- rbind(linkData, c(linkName, linkAddr))
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
796
5
d8a55b5f0de0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f0db9544002b02d3ccffb8c983b5c8baef6bacd
iuc
parents: 4
diff changeset
797 # Plot MD (log ratios vs mean average) using limma package on weighted
d8a55b5f0de0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f0db9544002b02d3ccffb8c983b5c8baef6bacd
iuc
parents: 4
diff changeset
798 pdf(mdOutPdf[i])
d8a55b5f0de0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f0db9544002b02d3ccffb8c983b5c8baef6bacd
iuc
parents: 4
diff changeset
799 limma::plotMD(fit, status=status[, i], coef=i,
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
800 main=paste("MD Plot:", unmake.names(con)),
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
801 hl.col=alpha(c("firebrick", "blue"), 0.4), values=c(1, -1),
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
802 xlab="Average Expression", ylab="logFC")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
803 abline(h=0, col="grey", lty=2)
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
804 linkName <- paste0("MDPlot_", con, ".pdf")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
805 linkAddr <- paste0("mdplot_", con, ".pdf")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
806 linkData <- rbind(linkData, c(linkName, linkAddr))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
807 invisible(dev.off())
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
808
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
809 # Plot Volcano
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
810 pdf(volOutPdf[i])
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
811 if (haveAnno) {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
812 # labels must be in second column currently
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
813 labels <- fit$genes[, 2]
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
814 } else {
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
815 labels <- fit$genes$GeneID
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
816 }
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
817 limma::volcanoplot(fit, coef=i,
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
818 main=paste("Volcano Plot:", unmake.names(con)),
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
819 highlight=opt$topgenes,
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
820 names=labels)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
821 linkName <- paste0("VolcanoPlot_", con, ".pdf")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
822 linkAddr <- paste0("volplot_", con, ".pdf")
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
823 linkData <- rbind(linkData, c(linkName, linkAddr))
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
824 invisible(dev.off())
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
825
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
826 # PNG of MD and Volcano
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
827 png(mdvolOutPng[i], width=1000, height=500)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
828 par(mfrow=c(1, 2), mar=c(5,4,2,2)+0.1, oma=c(0,0,3,0))
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
829
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
830 # MD plot
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
831 limma::plotMD(fit, status=status[, i], coef=i, main="MD Plot",
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
832 hl.col=alpha(c("firebrick", "blue"), 0.4), values=c(1, -1),
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
833 xlab="Average Expression", ylab="logFC")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
834 abline(h=0, col="grey", lty=2)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
835
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
836 # Volcano
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
837 if (haveAnno) {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
838 # labels must be in second column currently
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
839 limma::volcanoplot(fit, coef=i, main="Volcano Plot",
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
840 highlight=opt$topgenes,
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
841 names=fit$genes[, 2])
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
842 } else {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
843 limma::volcanoplot(fit, coef=i, main="Volcano Plot",
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
844 highlight=opt$topgenes,
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
845 names=fit$genes$GeneID)
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
846 }
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
847
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
848 imgName <- paste0("MDVolPlot_", con)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
849 imgAddr <- paste0("mdvolplot_", con, ".png")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
850 imageData <- rbind(imageData, c(imgName, imgAddr))
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
851 title(paste0("Contrast: ", unmake.names(con)), outer=TRUE, cex.main=1.5)
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
852 invisible(dev.off())
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
853
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
854 if ("h" %in% plots) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
855 # Plot Heatmap
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
856 topgenes <- rownames(top[1:opt$topgenes, ])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
857 if (wantTrend) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
858 topexp <- plotData[topgenes, ]
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
859 } else {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
860 topexp <- plotData$E[topgenes, ]
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
861 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
862 pdf(heatOutPdf[i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
863 mycol <- colorpanel(1000,"blue","white","red")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
864 if (haveAnno) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
865 # labels must be in second column currently
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
866 labels <- top[topgenes, 2]
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
867 } else {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
868 labels <- rownames(topexp)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
869 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
870 heatmap.2(topexp, scale="row", Colv=FALSE, Rowv=FALSE, dendrogram="none",
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
871 main=paste("Contrast:", unmake.names(con), "\nTop", opt$topgenes, "genes by adj.P.Val"),
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
872 trace="none", density.info="none", lhei=c(2,10), margin=c(8, 6), labRow=labels, cexRow=0.7, srtCol=45,
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
873 col=mycol, ColSideColors=col.group)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
874 linkName <- paste0("Heatmap_", con, ".pdf")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
875 linkAddr <- paste0("heatmap_", con, ".pdf")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
876 linkData <- rbind(linkData, c(linkName, linkAddr))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
877 invisible(dev.off())
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
878 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
879
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
880 if ("s" %in% plots) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
881 # Plot Stripcharts of top genes
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
882 pdf(stripOutPdf[i], title=paste("Contrast:", unmake.names(con)))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
883 par(mfrow = c(3,2), cex.main=0.8, cex.axis=0.8)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
884 cols <- unique(col.group)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
885
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
886 for (j in 1:length(topgenes)) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
887 lfc <- round(top[topgenes[j], "logFC"], 2)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
888 pval <- round(top[topgenes[j], "adj.P.Val"], 5)
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
889 if (wantTrend) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
890 stripchart(plotData[topgenes[j], ] ~ factors[, 1], vertical=TRUE, las=2, pch=16, cex=0.8, cex.lab=0.8, col=cols,
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
891 method="jitter", ylab="Normalised log2 expression", main=paste0(labels[j], "\nlogFC=", lfc, ", adj.P.Val=", pval))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
892 } else {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
893 stripchart(plotData$E[topgenes[j], ] ~ factors[, 1], vertical=TRUE, las=2, pch=16, cex=0.8, cex.lab=0.8, col=cols,
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
894 method="jitter", ylab="Normalised log2 expression", main=paste0(labels[j], "\nlogFC=", lfc, ", adj.P.Val=", pval))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
895 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
896 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
897 linkName <- paste0("Stripcharts_", con, ".pdf")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
898 linkAddr <- paste0("stripcharts_", con, ".pdf")
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
899 linkData <- rbind(linkData, c(linkName, linkAddr))
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
900 invisible(dev.off())
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
901 }
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
902 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
903 sigDiff <- data.frame(Up=upCount, Flat=flatCount, Down=downCount)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
904 row.names(sigDiff) <- contrastData
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
905
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
906 # Save relevant items as rda object
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
907 if (wantRda) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
908 print("Saving RData")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
909 if (wantWeight) {
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
910 save(counts, data, y, status, plotData, labels, factors, wts, fit, top, contrastData, contrasts, design,
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
911 file=rdaOut, ascii=TRUE)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
912 } else {
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
913 save(counts, data, y, status, plotData, labels, factors, fit, top, contrastData, contrasts, design,
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
914 file=rdaOut, ascii=TRUE)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
915 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
916 linkData <- rbind(linkData, c((paste0(deMethod, "_analysis.RData")), (paste0(deMethod, "_analysis.RData"))))
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
917 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
918
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
919 # Record session info
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
920 writeLines(capture.output(sessionInfo()), sessionOut)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
921 linkData <- rbind(linkData, c("Session Info", "session_info.txt"))
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
922
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
923 # Record ending time and calculate total run time
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
924 timeEnd <- as.character(Sys.time())
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
925 timeTaken <- capture.output(round(difftime(timeEnd,timeStart), digits=3))
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
926 timeTaken <- gsub("Time difference of ", "", timeTaken, fixed=TRUE)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
927 ################################################################################
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
928 ### HTML Generation
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
929 ################################################################################
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
930
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
931 # Clear file
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
932 cat("", file=opt$htmlPath)
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
933
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
934 cata("<html>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
935
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
936 cata("<body>\n")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
937 cata("<h3>Limma Analysis Output:</h3>\n")
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
938 cata("Links to PDF copies of plots are in 'Plots' section below <br />\n")
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
939
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
940 for (i in 1:nrow(imageData)) {
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
941 if (grepl("density|box|mds|mdvol", imageData$Link[i])) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
942 HtmlImage(imageData$Link[i], imageData$Label[i], width=1000)
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
943 } else if (wantWeight) {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
944 HtmlImage(imageData$Link[i], imageData$Label[i], width=1000)
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
945 } else {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
946 HtmlImage(imageData$Link[i], imageData$Label[i])
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
947 }
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
948 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
949
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
950 cata("<h4>Differential Expression Counts:</h4>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
951
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
952 cata("<table border=\"1\" cellpadding=\"4\">\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
953 cata("<tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
954 TableItem()
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
955 for (i in colnames(sigDiff)) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
956 TableHeadItem(i)
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
957 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
958 cata("</tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
959 for (i in 1:nrow(sigDiff)) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
960 cata("<tr>\n")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
961 TableHeadItem(unmake.names(row.names(sigDiff)[i]))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
962 for (j in 1:ncol(sigDiff)) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
963 TableItem(as.character(sigDiff[i, j]))
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
964 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
965 cata("</tr>\n")
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
966 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
967 cata("</table>")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
968
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
969 cata("<h4>Plots:</h4>\n")
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
970 #PDFs
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
971 for (i in 1:nrow(linkData)) {
8
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
972 if (grepl("density|cpm|boxplot|mds|mdplots|voomplot|saplot", linkData$Link[i])) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
973 HtmlLink(linkData$Link[i], linkData$Label[i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
974 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
975 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
976
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
977 for (i in 1:nrow(linkData)) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
978 if (grepl("mdplot_", linkData$Link[i])) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
979 HtmlLink(linkData$Link[i], linkData$Label[i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
980 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
981 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
982
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
983 for (i in 1:nrow(linkData)) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
984 if (grepl("volplot", linkData$Link[i])) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
985 HtmlLink(linkData$Link[i], linkData$Label[i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
986 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
987 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
988
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
989 for (i in 1:nrow(linkData)) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
990 if (grepl("heatmap", linkData$Link[i])) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
991 HtmlLink(linkData$Link[i], linkData$Label[i])
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
992 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
993 }
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
994
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
995 for (i in 1:nrow(linkData)) {
00a42b66e522 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
iuc
parents: 7
diff changeset
996 if (grepl("stripcharts", linkData$Link[i])) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
997 HtmlLink(linkData$Link[i], linkData$Label[i])
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
998 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
999 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1000
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1001 cata("<h4>Tables:</h4>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1002 for (i in 1:nrow(linkData)) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1003 if (grepl(".tsv", linkData$Link[i])) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1004 HtmlLink(linkData$Link[i], linkData$Label[i])
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1005 }
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1006 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1007
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1008 if (wantRda) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1009 cata("<h4>R Data Object:</h4>\n")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1010 for (i in 1:nrow(linkData)) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1011 if (grepl(".RData", linkData$Link[i])) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1012 HtmlLink(linkData$Link[i], linkData$Label[i])
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1013 }
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1014 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1015 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1016
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1017 cata("<p>Alt-click links to download file.</p>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1018 cata("<p>Click floppy disc icon associated history item to download ")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1019 cata("all files.</p>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1020 cata("<p>.tsv files can be viewed in Excel or any spreadsheet program.</p>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1021
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1022 cata("<h4>Additional Information</h4>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1023 cata("<ul>\n")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1024
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1025 if (filtCPM || filtSmpCount || filtTotCount) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1026 if (filtCPM) {
5
d8a55b5f0de0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f0db9544002b02d3ccffb8c983b5c8baef6bacd
iuc
parents: 4
diff changeset
1027 tempStr <- paste("Genes without more than", opt$cpmReq,
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1028 "CPM in at least", opt$sampleReq, "samples are insignificant",
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1029 "and filtered out.")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1030 } else if (filtSmpCount) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1031 tempStr <- paste("Genes without more than", opt$cntReq,
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1032 "counts in at least", opt$sampleReq, "samples are insignificant",
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1033 "and filtered out.")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1034 } else if (filtTotCount) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1035 tempStr <- paste("Genes without more than", opt$cntReq,
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1036 "counts, after summing counts for all samples, are insignificant",
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1037 "and filtered out.")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1038 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1039
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1040 ListItem(tempStr)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1041 filterProp <- round(filteredCount/preFilterCount*100, digits=2)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1042 tempStr <- paste0(filteredCount, " of ", preFilterCount," (", filterProp,
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1043 "%) genes were filtered out for low expression.")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1044 ListItem(tempStr)
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1045 }
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1046 ListItem(opt$normOpt, " was the method used to normalise library sizes.")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1047 if (wantTrend) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1048 ListItem("The limma-trend method was used.")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1049 } else {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1050 ListItem("The limma-voom method was used.")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1051 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1052 if (wantWeight) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1053 ListItem("Weights were applied to samples.")
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1054 } else {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1055 ListItem("Weights were not applied to samples.")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1056 }
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
1057 if (wantTreat) {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
1058 ListItem(paste("Testing significance relative to a fold-change threshold (TREAT) was performed using a threshold of log2 =", opt$lfcReq, "at FDR of", opt$pValReq, "."))
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
1059 }
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1060 if (wantRobust) {
6
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
1061 if (wantTreat) {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
1062 ListItem("TREAT was used with robust settings (robust=TRUE).")
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
1063 } else {
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
1064 ListItem("eBayes was used with robust settings (robust=TRUE).")
39fa12a6d885 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 60cae222b10f43f830936c19298bd723ac47e43d
iuc
parents: 5
diff changeset
1065 }
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1066 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1067 if (opt$pAdjOpt!="none") {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1068 if (opt$pAdjOpt=="BH" || opt$pAdjOpt=="BY") {
5
d8a55b5f0de0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f0db9544002b02d3ccffb8c983b5c8baef6bacd
iuc
parents: 4
diff changeset
1069 tempStr <- paste0("MD Plot highlighted genes are significant at FDR ",
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1070 "of ", opt$pValReq," and exhibit log2-fold-change of at ",
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1071 "least ", opt$lfcReq, ".")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1072 ListItem(tempStr)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1073 } else if (opt$pAdjOpt=="holm") {
5
d8a55b5f0de0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f0db9544002b02d3ccffb8c983b5c8baef6bacd
iuc
parents: 4
diff changeset
1074 tempStr <- paste0("MD Plot highlighted genes are significant at adjusted ",
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1075 "p-value of ", opt$pValReq," by the Holm(1979) ",
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1076 "method, and exhibit log2-fold-change of at least ",
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1077 opt$lfcReq, ".")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1078 ListItem(tempStr)
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1079 }
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1080 } else {
5
d8a55b5f0de0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f0db9544002b02d3ccffb8c983b5c8baef6bacd
iuc
parents: 4
diff changeset
1081 tempStr <- paste0("MD Plot highlighted genes are significant at p-value ",
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1082 "of ", opt$pValReq," and exhibit log2-fold-change of at ",
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1083 "least ", opt$lfcReq, ".")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1084 ListItem(tempStr)
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1085 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1086 cata("</ul>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1087
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1088 cata("<h4>Summary of experimental data:</h4>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1089
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
1090 cata("<p>*CHECK THAT SAMPLES ARE ASSOCIATED WITH CORRECT GROUP(S)*</p>\n")
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1091
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1092 cata("<table border=\"1\" cellpadding=\"3\">\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1093 cata("<tr>\n")
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
1094 TableHeadItem("SampleID")
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
1095 TableHeadItem(names(factors)[1]," (Primary Factor)")
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
1096
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1097 if (ncol(factors) > 1) {
2
a330ddf43861 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 346319bd01bfd51f02d656e653a93f0bd1e954aa
iuc
parents: 1
diff changeset
1098 for (i in names(factors)[2:length(names(factors))]) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1099 TableHeadItem(i)
2
a330ddf43861 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 346319bd01bfd51f02d656e653a93f0bd1e954aa
iuc
parents: 1
diff changeset
1100 }
a330ddf43861 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 346319bd01bfd51f02d656e653a93f0bd1e954aa
iuc
parents: 1
diff changeset
1101 cata("</tr>\n")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1102 }
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1103
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1104 for (i in 1:nrow(factors)) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1105 cata("<tr>\n")
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1106 TableHeadItem(row.names(factors)[i])
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1107 for (j in 1:ncol(factors)) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1108 TableItem(as.character(unmake.names(factors[i, j])))
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1109 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1110 cata("</tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1111 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1112 cata("</table>")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1113
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1114 cit <- character()
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1115 link <- character()
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1116 link[1] <- paste0("<a href=\"",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1117 "http://www.bioconductor.org/packages/release/bioc/",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1118 "vignettes/limma/inst/doc/usersguide.pdf",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1119 "\">", "limma User's Guide", "</a>.")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1120
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1121 link[2] <- paste0("<a href=\"",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1122 "http://www.bioconductor.org/packages/release/bioc/",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1123 "vignettes/edgeR/inst/doc/edgeRUsersGuide.pdf",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1124 "\">", "edgeR User's Guide", "</a>")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1125
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1126 cit[1] <- paste("Please cite the following paper for this tool:")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1127
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1128 cit[2] <- paste("Liu R, Holik AZ, Su S, Jansz N, Chen K, Leong HS, Blewitt ME,",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1129 "Asselin-Labat ML, Smyth GK, Ritchie ME (2015). Why weight? ",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1130 "Modelling sample and observational level variability improves power ",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1131 "in RNA-seq analyses. Nucleic Acids Research, 43(15), e97.")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1132
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1133 cit[3] <- paste("Please cite the paper below for the limma software itself.",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1134 "Please also try to cite the appropriate methodology articles",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1135 "that describe the statistical methods implemented in limma,",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1136 "depending on which limma functions you are using. The",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1137 "methodology articles are listed in Section 2.1 of the",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1138 link[1],
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1139 "Cite no. 3 only if sample weights were used.")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1140 cit[4] <- paste("Smyth GK (2005). Limma: linear models for microarray data.",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1141 "In: 'Bioinformatics and Computational Biology Solutions using",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1142 "R and Bioconductor'. R. Gentleman, V. Carey, S. doit,.",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1143 "Irizarry, W. Huber (eds), Springer, New York, pages 397-420.")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1144 cit[5] <- paste("Please cite the first paper for the software itself and the",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1145 "other papers for the various original statistical methods",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1146 "implemented in edgeR. See Section 1.2 in the", link[2],
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1147 "for more detail.")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1148 cit[6] <- paste("Robinson MD, McCarthy DJ and Smyth GK (2010). edgeR: a",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1149 "Bioconductor package for differential expression analysis",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1150 "of digital gene expression data. Bioinformatics 26, 139-140")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1151 cit[7] <- paste("Robinson MD and Smyth GK (2007). Moderated statistical tests",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1152 "for assessing differences in tag abundance. Bioinformatics",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1153 "23, 2881-2887")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1154 cit[8] <- paste("Robinson MD and Smyth GK (2008). Small-sample estimation of",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1155 "negative binomial dispersion, with applications to SAGE data.",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1156 "Biostatistics, 9, 321-332")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1157 cit[9] <- paste("McCarthy DJ, Chen Y and Smyth GK (2012). Differential",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1158 "expression analysis of multifactor RNA-Seq experiments with",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1159 "respect to biological variation. Nucleic Acids Research 40,",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1160 "4288-4297")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1161 cit[10] <- paste("Law CW, Chen Y, Shi W, and Smyth GK (2014). Voom:",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1162 "precision weights unlock linear model analysis tools for",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1163 "RNA-seq read counts. Genome Biology 15, R29.")
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1164 cit[11] <- paste("Ritchie ME, Diyagama D, Neilson J, van Laar R,",
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1165 "Dobrovic A, Holloway A and Smyth GK (2006).",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1166 "Empirical array quality weights for microarray data.",
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1167 "BMC Bioinformatics 7, Article 261.")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1168 cata("<h3>Citations</h3>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1169 cata(cit[1], "\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1170 cata("<br>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1171 cata(cit[2], "\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1172
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1173 cata("<h4>limma</h4>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1174 cata(cit[3], "\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1175 cata("<ol>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1176 ListItem(cit[4])
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1177 ListItem(cit[10])
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1178 ListItem(cit[11])
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1179 cata("</ol>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1180
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1181 cata("<h4>edgeR</h4>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1182 cata(cit[5], "\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1183 cata("<ol>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1184 ListItem(cit[6])
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1185 ListItem(cit[7])
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1186 ListItem(cit[8])
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1187 ListItem(cit[9])
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1188 cata("</ol>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1189
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1190 cata("<p>Please report problems or suggestions to: su.s@wehi.edu.au</p>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1191
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1192 for (i in 1:nrow(linkData)) {
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1193 if (grepl("session_info", linkData$Link[i])) {
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1194 HtmlLink(linkData$Link[i], linkData$Label[i])
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
1195 }
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1196 }
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1197
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1198 cata("<table border=\"0\">\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1199 cata("<tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1200 TableItem("Task started at:"); TableItem(timeStart)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1201 cata("</tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1202 cata("<tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1203 TableItem("Task ended at:"); TableItem(timeEnd)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1204 cata("</tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1205 cata("<tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1206 TableItem("Task run time:"); TableItem(timeTaken)
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1207 cata("<tr>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1208 cata("</table>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1209
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1210 cata("</body>\n")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
1211 cata("</html>")