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annotate edger.R @ 0:9bdff28ae1b1 draft

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planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
author iuc
date Tue, 07 Nov 2017 08:18:14 -0500
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children 2a16413ec60d
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9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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1 # This tool takes in a matrix of feature counts as well as gene annotations and
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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2 # outputs a table of top expressions as well as various plots for differential
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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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
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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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 # lrtOpt", "t", 0, "logical" -String specifying whether to perform LRT test instead
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24 #
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25 # OUT:
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26 # MDS Plot
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27 # BCV Plot
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28 # QL Plot
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29 # MD Plot
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30 # Expression Table
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31 # HTML file linking to the ouputs
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32 # Optional:
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33 # Normalised counts Table
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34 # RData file
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35 #
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36 # Author: Shian Su - registertonysu@gmail.com - Jan 2014
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37 # Modified by: Maria Doyle - Oct 2017 (some code taken from the DESeq2 wrapper)
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38
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39 # Record starting time
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40 timeStart <- as.character(Sys.time())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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41
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42 # setup R error handling to go to stderr
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43 options( show.error.messages=F, error = function () { cat( geterrmessage(), file=stderr() ); q( "no", 1, F ) } )
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44
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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45 # we need that to not crash galaxy with an UTF8 error on German LC settings.
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46 loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8")
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47
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48 # Load all required libraries
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49 library(methods, quietly=TRUE, warn.conflicts=FALSE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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50 library(statmod, quietly=TRUE, warn.conflicts=FALSE)
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51 library(splines, quietly=TRUE, warn.conflicts=FALSE)
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52 library(edgeR, quietly=TRUE, warn.conflicts=FALSE)
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53 library(limma, quietly=TRUE, warn.conflicts=FALSE)
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54 library(scales, quietly=TRUE, warn.conflicts=FALSE)
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55 library(getopt, quietly=TRUE, warn.conflicts=FALSE)
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56
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57 ################################################################################
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58 ### Function Delcaration
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59 ################################################################################
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60 # Function to sanitise contrast equations so there are no whitespaces
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61 # surrounding the arithmetic operators, leading or trailing whitespace
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62 sanitiseEquation <- function(equation) {
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63 equation <- gsub(" *[+] *", "+", equation)
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64 equation <- gsub(" *[-] *", "-", equation)
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65 equation <- gsub(" *[/] *", "/", equation)
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66 equation <- gsub(" *[*] *", "*", equation)
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67 equation <- gsub("^\\s+|\\s+$", "", equation)
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68 return(equation)
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69 }
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70
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71 # Function to sanitise group information
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72 sanitiseGroups <- function(string) {
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73 string <- gsub(" *[,] *", ",", string)
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74 string <- gsub("^\\s+|\\s+$", "", string)
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75 return(string)
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76 }
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77
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78 # Function to change periods to whitespace in a string
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79 unmake.names <- function(string) {
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80 string <- gsub(".", " ", string, fixed=TRUE)
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81 return(string)
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82 }
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83
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84 # Generate output folder and paths
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85 makeOut <- function(filename) {
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86 return(paste0(opt$outPath, "/", filename))
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87 }
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88
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89 # Generating design information
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90 pasteListName <- function(string) {
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91 return(paste0("factors$", string))
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92 }
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93
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94 # Create cata function: default path set, default seperator empty and appending
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95 # true by default (Ripped straight from the cat function with altered argument
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96 # defaults)
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97 cata <- function(..., file=opt$htmlPath, sep="", fill=FALSE, labels=NULL,
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98 append=TRUE) {
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99 if (is.character(file))
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100 if (file == "")
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101 file <- stdout()
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102 else if (substring(file, 1L, 1L) == "|") {
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103 file <- pipe(substring(file, 2L), "w")
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104 on.exit(close(file))
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105 }
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106 else {
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107 file <- file(file, ifelse(append, "a", "w"))
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108 on.exit(close(file))
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109 }
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110 .Internal(cat(list(...), file, sep, fill, labels, append))
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111 }
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112
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113 # Function to write code for html head and title
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114 HtmlHead <- function(title) {
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115 cata("<head>\n")
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116 cata("<title>", title, "</title>\n")
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117 cata("</head>\n")
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118 }
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119
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120 # Function to write code for html links
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121 HtmlLink <- function(address, label=address) {
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122 cata("<a href=\"", address, "\" target=\"_blank\">", label, "</a><br />\n")
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123 }
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124
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125 # Function to write code for html images
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126 HtmlImage <- function(source, label=source, height=600, width=600) {
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127 cata("<img src=\"", source, "\" alt=\"", label, "\" height=\"", height)
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128 cata("\" width=\"", width, "\"/>\n")
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129 }
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130
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131 # Function to write code for html list items
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132 ListItem <- function(...) {
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133 cata("<li>", ..., "</li>\n")
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134 }
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135
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136 TableItem <- function(...) {
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137 cata("<td>", ..., "</td>\n")
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138 }
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139
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140 TableHeadItem <- function(...) {
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141 cata("<th>", ..., "</th>\n")
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142 }
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143
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144 ################################################################################
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145 ### Input Processing
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146 ################################################################################
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147
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148 # Collect arguments from command line
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149 args <- commandArgs(trailingOnly=TRUE)
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150
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151 # Get options, using the spec as defined by the enclosed list.
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152 # Read the options from the default: commandArgs(TRUE).
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153 spec <- matrix(c(
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154 "htmlPath", "R", 1, "character",
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155 "outPath", "o", 1, "character",
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156 "filesPath", "j", 2, "character",
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157 "matrixPath", "m", 2, "character",
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158 "factFile", "f", 2, "character",
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159 "factInput", "i", 2, "character",
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160 "annoPath", "a", 2, "character",
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161 "contrastData", "C", 1, "character",
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162 "cpmReq", "c", 1, "double",
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163 "totReq", "y", 0, "logical",
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164 "cntReq", "z", 1, "integer",
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165 "sampleReq", "s", 1, "integer",
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166 "normCounts", "x", 0, "logical",
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167 "rdaOpt", "r", 0, "logical",
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168 "lfcReq", "l", 1, "double",
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169 "pValReq", "p", 1, "double",
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170 "pAdjOpt", "d", 1, "character",
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171 "normOpt", "n", 1, "character",
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172 "robOpt", "b", 0, "logical",
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173 "lrtOpt", "t", 0, "logical"),
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174 byrow=TRUE, ncol=4)
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175 opt <- getopt(spec)
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176
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177
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178 if (is.null(opt$matrixPath) & is.null(opt$filesPath)) {
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179 cat("A counts matrix (or a set of counts files) is required.\n")
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180 q(status=1)
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181 }
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182
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iuc
parents:
diff changeset
183 if (is.null(opt$cpmReq)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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184 filtCPM <- FALSE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
185 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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186 filtCPM <- TRUE
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iuc
parents:
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187 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
188
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
189 if (is.null(opt$cntReq) || is.null(opt$sampleReq)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
190 filtSmpCount <- FALSE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
191 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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192 filtSmpCount <- TRUE
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iuc
parents:
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193 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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194
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
195 if (is.null(opt$totReq)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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196 filtTotCount <- FALSE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
197 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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198 filtTotCount <- TRUE
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iuc
parents:
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199 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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200
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
201 if (is.null(opt$lrtOpt)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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202 wantLRT <- FALSE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
203 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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204 wantLRT <- TRUE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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205 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
206
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
207 if (is.null(opt$rdaOpt)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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208 wantRda <- FALSE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
209 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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210 wantRda <- TRUE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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211 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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212
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iuc
parents:
diff changeset
213 if (is.null(opt$annoPath)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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214 haveAnno <- FALSE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
215 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
216 haveAnno <- TRUE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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217 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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218
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iuc
parents:
diff changeset
219 if (is.null(opt$normCounts)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
220 wantNorm <- FALSE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
221 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
222 wantNorm <- TRUE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
223 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
224
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
225 if (is.null(opt$robOpt)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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226 wantRobust <- FALSE
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
227 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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228 wantRobust <- TRUE
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iuc
parents:
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229 }
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iuc
parents:
diff changeset
230
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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231
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
232 if (!is.null(opt$filesPath)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
233 # Process the separate count files (adapted from DESeq2 wrapper)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
234 library("rjson")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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235 parser <- newJSONParser()
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
236 parser$addData(opt$filesPath)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
237 factorList <- parser$getObject()
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
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238 factors <- sapply(factorList, function(x) x[[1]])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
239 filenamesIn <- unname(unlist(factorList[[1]][[2]]))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
240 sampleTable <- data.frame(sample=basename(filenamesIn),
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
241 filename=filenamesIn,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
242 row.names=filenamesIn,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
243 stringsAsFactors=FALSE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
244 for (factor in factorList) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
245 factorName <- factor[[1]]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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246 sampleTable[[factorName]] <- character(nrow(sampleTable))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
247 lvls <- sapply(factor[[2]], function(x) names(x))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
248 for (i in seq_along(factor[[2]])) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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249 files <- factor[[2]][[i]][[1]]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
250 sampleTable[files,factorName] <- lvls[i]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
251 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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252 sampleTable[[factorName]] <- factor(sampleTable[[factorName]], levels=lvls)
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iuc
parents:
diff changeset
253 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
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254 rownames(sampleTable) <- sampleTable$sample
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
255 rem <- c("sample","filename")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
256 factors <- sampleTable[, !(names(sampleTable) %in% rem), drop=FALSE]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
257
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iuc
parents:
diff changeset
258 #read in count files and create single table
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
259 countfiles <- lapply(sampleTable$filename, function(x){read.delim(x, row.names=1)})
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
260 counts <- do.call("cbind", countfiles)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
261
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
262 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
263 # Process the single count matrix
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
264 counts <- read.table(opt$matrixPath, header=TRUE, sep="\t", stringsAsFactors=FALSE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
265 row.names(counts) <- counts[, 1]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
266 counts <- counts[ , -1]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
267 countsRows <- nrow(counts)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
268
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
269 # Process factors
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
270 if (is.null(opt$factInput)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
271 factorData <- read.table(opt$factFile, header=TRUE, sep="\t")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
272 factors <- factorData[, -1, drop=FALSE]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
273 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
274 factors <- unlist(strsplit(opt$factInput, "|", fixed=TRUE))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
275 factorData <- list()
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
276 for (fact in factors) {
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277 newFact <- unlist(strsplit(fact, split="::"))
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278 factorData <- rbind(factorData, newFact)
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279 } # Factors have the form: FACT_NAME::LEVEL,LEVEL,LEVEL,LEVEL,... The first factor is the Primary Factor.
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280
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281 # Set the row names to be the name of the factor and delete first row
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282 row.names(factorData) <- factorData[, 1]
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283 factorData <- factorData[, -1]
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284 factorData <- sapply(factorData, sanitiseGroups)
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285 factorData <- sapply(factorData, strsplit, split=",")
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286 factorData <- sapply(factorData, make.names)
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287 # Transform factor data into data frame of R factor objects
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288 factors <- data.frame(factorData)
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289 }
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290 }
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291
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292 # if annotation file provided
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293 if (haveAnno) {
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294 geneanno <- read.table(opt$annoPath, header=TRUE, sep="\t", stringsAsFactors=FALSE)
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295 }
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296
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297 #Create output directory
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298 dir.create(opt$outPath, showWarnings=FALSE)
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299
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300 # Split up contrasts separated by comma into a vector then sanitise
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301 contrastData <- unlist(strsplit(opt$contrastData, split=","))
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302 contrastData <- sanitiseEquation(contrastData)
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303 contrastData <- gsub(" ", ".", contrastData, fixed=TRUE)
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304
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305 bcvOutPdf <- makeOut("bcvplot.pdf")
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306 bcvOutPng <- makeOut("bcvplot.png")
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307 qlOutPdf <- makeOut("qlplot.pdf")
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308 qlOutPng <- makeOut("qlplot.png")
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309 mdsOutPdf <- makeOut("mdsplot.pdf")
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310 mdsOutPng <- makeOut("mdsplot.png")
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311 mdOutPdf <- character() # Initialise character vector
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312 mdOutPng <- character()
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313 topOut <- character()
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314 for (i in 1:length(contrastData)) {
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315 mdOutPdf[i] <- makeOut(paste0("mdplot_", contrastData[i], ".pdf"))
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316 mdOutPng[i] <- makeOut(paste0("mdplot_", contrastData[i], ".png"))
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317 topOut[i] <- makeOut(paste0("edgeR_", contrastData[i], ".tsv"))
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318 } # Save output paths for each contrast as vectors
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319 normOut <- makeOut("edgeR_normcounts.tsv")
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320 rdaOut <- makeOut("edgeR_analysis.RData")
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321 sessionOut <- makeOut("session_info.txt")
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322
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323 # Initialise data for html links and images, data frame with columns Label and
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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324 # Link
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325 linkData <- data.frame(Label=character(), Link=character(), stringsAsFactors=FALSE)
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326 imageData <- data.frame(Label=character(), Link=character(), stringsAsFactors=FALSE)
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327
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328 # Initialise vectors for storage of up/down/neutral regulated counts
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329 upCount <- numeric()
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330 downCount <- numeric()
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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331 flatCount <- numeric()
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332
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333 ################################################################################
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334 ### Data Processing
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diff changeset
335 ################################################################################
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336
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337 # Extract counts and annotation data
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338 data <- list()
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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339 data$counts <- counts
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340 if (haveAnno) {
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341 data$genes <- geneanno
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342 } else {
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343 data$genes <- data.frame(GeneID=row.names(counts))
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344 }
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345
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346 # If filter crieteria set, filter out genes that do not have a required cpm/counts in a required number of
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347 # samples. Default is no filtering
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348 preFilterCount <- nrow(data$counts)
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349
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350 if (filtCPM || filtSmpCount || filtTotCount) {
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351
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352 if (filtTotCount) {
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353 keep <- rowSums(data$counts) >= opt$cntReq
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354 } else if (filtSmpCount) {
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355 keep <- rowSums(data$counts >= opt$cntReq) >= opt$sampleReq
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parents:
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356 } else if (filtCPM) {
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357 keep <- rowSums(cpm(data$counts) >= opt$cpmReq) >= opt$sampleReq
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diff changeset
358 }
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parents:
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359
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360 data$counts <- data$counts[keep, ]
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361 data$genes <- data$genes[keep, , drop=FALSE]
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362 }
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iuc
parents:
diff changeset
363
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364 postFilterCount <- nrow(data$counts)
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365 filteredCount <- preFilterCount-postFilterCount
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
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366
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367 # Creating naming data
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parents:
diff changeset
368 samplenames <- colnames(data$counts)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
369 sampleanno <- data.frame("sampleID"=samplenames, factors)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
370
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
371
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
372 # Generating the DGEList object "data"
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
373 data$samples <- sampleanno
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
374 data$samples$lib.size <- colSums(data$counts)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
375 data$samples$norm.factors <- 1
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
376 row.names(data$samples) <- colnames(data$counts)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
377 data <- new("DGEList", data)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
378
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
379 # Name rows of factors according to their sample
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
380 row.names(factors) <- names(data$counts)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
381 factorList <- sapply(names(factors), pasteListName)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
382
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
383 formula <- "~0"
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
384 for (i in 1:length(factorList)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
385 formula <- paste(formula, factorList[i], sep="+")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
386 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
387
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
388 formula <- formula(formula)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
389 design <- model.matrix(formula)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
390
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
391 for (i in 1:length(factorList)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
392 colnames(design) <- gsub(factorList[i], "", colnames(design), fixed=TRUE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
393 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
394
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
395 # Calculating normalising factor, estimating dispersion
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
396 data <- calcNormFactors(data, method=opt$normOpt)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
397
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
398 if (wantRobust) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
399 data <- estimateDisp(data, design=design, robust=TRUE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
400 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
401 data <- estimateDisp(data, design=design)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
402 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
403
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
404 # Generate contrasts information
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
405 contrasts <- makeContrasts(contrasts=contrastData, levels=design)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
406
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
407 ################################################################################
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
408 ### Data Output
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
409 ################################################################################
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
410
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
411 # Plot MDS
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
412 labels <- names(counts)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
413 png(mdsOutPng, width=600, height=600)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
414 # Currently only using a single factor
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
415 plotMDS(data, labels=labels, col=as.numeric(factors[, 1]), cex=0.8, main="MDS Plot")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
416 imageData[1, ] <- c("MDS Plot", "mdsplot.png")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
417 invisible(dev.off())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
418
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
419 pdf(mdsOutPdf)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
420 plotMDS(data, labels=labels, cex=0.5)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
421 linkData[1, ] <- c("MDS Plot.pdf", "mdsplot.pdf")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
422 invisible(dev.off())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
423
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
424 # BCV Plot
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
425 png(bcvOutPng, width=600, height=600)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
426 plotBCV(data, main="BCV Plot")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
427 imgName <- "BCV Plot"
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
428 imgAddr <- "bcvplot.png"
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
429 imageData <- rbind(imageData, c(imgName, imgAddr))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
430 invisible(dev.off())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
431
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
432 pdf(bcvOutPdf)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
433 plotBCV(data, main="BCV Plot")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
434 linkName <- paste0("BCV Plot.pdf")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
435 linkAddr <- paste0("bcvplot.pdf")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
436 linkData <- rbind(linkData, c(linkName, linkAddr))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
437 invisible(dev.off())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
438
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
439 # Generate fit
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
440 if (wantLRT) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
441
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
442 fit <- glmFit(data, design)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
443
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
444 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
445
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
446 if (wantRobust) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
447 fit <- glmQLFit(data, design, robust=TRUE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
448 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
449 fit <- glmQLFit(data, design)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
450 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
451
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
452 # Plot QL dispersions
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
453 png(qlOutPng, width=600, height=600)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
454 plotQLDisp(fit, main="QL Plot")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
455 imgName <- "QL Plot"
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
456 imgAddr <- "qlplot.png"
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
457 imageData <- rbind(imageData, c(imgName, imgAddr))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
458 invisible(dev.off())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
459
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
460 pdf(qlOutPdf)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
461 plotQLDisp(fit, main="QL Plot")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
462 linkName <- "QL Plot.pdf"
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
463 linkAddr <- "qlplot.pdf"
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
464 linkData <- rbind(linkData, c(linkName, linkAddr))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
465 invisible(dev.off())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
466 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
467
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
468 # Save normalised counts (log2cpm)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
469 if (wantNorm) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
470 normalisedCounts <- cpm(data, normalized.lib.sizes=TRUE, log=TRUE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
471 normalisedCounts <- data.frame(data$genes, normalisedCounts)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
472 write.table (normalisedCounts, file=normOut, row.names=FALSE, sep="\t")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
473 linkData <- rbind(linkData, c("edgeR_normcounts.tsv", "edgeR_normcounts.tsv"))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
474 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
475
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
476
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
477 for (i in 1:length(contrastData)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
478 if (wantLRT) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
479 res <- glmLRT(fit, contrast=contrasts[, i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
480 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
481 res <- glmQLFTest(fit, contrast=contrasts[, i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
482 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
483
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
484 status = decideTestsDGE(res, adjust.method=opt$pAdjOpt, p.value=opt$pValReq,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
485 lfc=opt$lfcReq)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
486 sumStatus <- summary(status)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
487
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
488 # Collect counts for differential expression
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
489 upCount[i] <- sumStatus["1", ]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
490 downCount[i] <- sumStatus["-1", ]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
491 flatCount[i] <- sumStatus["0", ]
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
492
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
493 # Write top expressions table
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
494 top <- topTags(res, n=Inf, sort.by="PValue")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
495 write.table(top, file=topOut[i], row.names=FALSE, sep="\t")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
496
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
497 linkName <- paste0("edgeR_", contrastData[i], ".tsv")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
498 linkAddr <- paste0("edgeR_", contrastData[i], ".tsv")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
499 linkData <- rbind(linkData, c(linkName, linkAddr))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
500
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
501 # Plot MD (log ratios vs mean difference) using limma package
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
502 pdf(mdOutPdf[i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
503 limma::plotMD(res, status=status,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
504 main=paste("MD Plot:", unmake.names(contrastData[i])),
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
505 col=alpha(c("firebrick", "blue"), 0.4), values=c("1", "-1"),
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
506 xlab="Average Expression", ylab="logFC")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
507
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
508 abline(h=0, col="grey", lty=2)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
509
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
510 linkName <- paste0("MD Plot_", contrastData[i], ".pdf")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
511 linkAddr <- paste0("mdplot_", contrastData[i], ".pdf")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
512 linkData <- rbind(linkData, c(linkName, linkAddr))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
513 invisible(dev.off())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
514
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
515 png(mdOutPng[i], height=600, width=600)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
516 limma::plotMD(res, status=status,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
517 main=paste("MD Plot:", unmake.names(contrastData[i])),
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
518 col=alpha(c("firebrick", "blue"), 0.4), values=c("1", "-1"),
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
519 xlab="Average Expression", ylab="logFC")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
520
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
521 abline(h=0, col="grey", lty=2)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
522
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
523 imgName <- paste0("MD Plot_", contrastData[i], ".png")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
524 imgAddr <- paste0("mdplot_", contrastData[i], ".png")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
525 imageData <- rbind(imageData, c(imgName, imgAddr))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
526 invisible(dev.off())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
527 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
528 sigDiff <- data.frame(Up=upCount, Flat=flatCount, Down=downCount)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
529 row.names(sigDiff) <- contrastData
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
530
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
531 # Save relevant items as rda object
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
532 if (wantRda) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
533 if (wantNorm) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
534 save(counts, data, status, normalisedCounts, labels, factors, fit, res, top, contrasts, design,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
535 file=rdaOut, ascii=TRUE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
536 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
537 save(counts, data, status, labels, factors, fit, res, top, contrasts, design,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
538 file=rdaOut, ascii=TRUE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
539 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
540 linkData <- rbind(linkData, c("edgeR_analysis.RData", "edgeR_analysis.RData"))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
541 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
542
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
543 # Record session info
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
544 writeLines(capture.output(sessionInfo()), sessionOut)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
545 linkData <- rbind(linkData, c("Session Info", "session_info.txt"))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
546
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
547 # Record ending time and calculate total run time
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
548 timeEnd <- as.character(Sys.time())
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
549 timeTaken <- capture.output(round(difftime(timeEnd, timeStart), digits=3))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
550 timeTaken <- gsub("Time difference of ", "", timeTaken, fixed=TRUE)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
551
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
552 ################################################################################
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
553 ### HTML Generation
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
554 ################################################################################
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
555
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
556 # Clear file
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
557 cat("", file=opt$htmlPath)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
558
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
559 cata("<html>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
560
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
561 cata("<body>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
562 cata("<h3>edgeR Analysis Output:</h3>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
563 cata("Links to PDF copies of plots are in 'Plots' section below.<br />\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
564
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
565 HtmlImage(imageData$Link[1], imageData$Label[1])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
566
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
567 for (i in 2:nrow(imageData)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
568 HtmlImage(imageData$Link[i], imageData$Label[i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
569 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
570
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
571 cata("<h4>Differential Expression Counts:</h4>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
572
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
573 cata("<table border=\"1\" cellpadding=\"4\">\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
574 cata("<tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
575 TableItem()
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
576 for (i in colnames(sigDiff)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
577 TableHeadItem(i)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
578 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
579 cata("</tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
580 for (i in 1:nrow(sigDiff)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
581 cata("<tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
582 TableHeadItem(unmake.names(row.names(sigDiff)[i]))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
583 for (j in 1:ncol(sigDiff)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
584 TableItem(as.character(sigDiff[i, j]))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
585 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
586 cata("</tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
587 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
588 cata("</table>")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
589
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
590 cata("<h4>Plots:</h4>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
591 for (i in 1:nrow(linkData)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
592 if (grepl(".pdf", linkData$Link[i])) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
593 HtmlLink(linkData$Link[i], linkData$Label[i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
594 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
595 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
596
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
597 cata("<h4>Tables:</h4>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
598 for (i in 1:nrow(linkData)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
599 if (grepl(".tsv", linkData$Link[i])) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
600 HtmlLink(linkData$Link[i], linkData$Label[i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
601 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
602 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
603
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
604 if (wantRda) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
605 cata("<h4>R Data Objects:</h4>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
606 for (i in 1:nrow(linkData)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
607 if (grepl(".RData", linkData$Link[i])) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
608 HtmlLink(linkData$Link[i], linkData$Label[i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
609 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
610 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
611 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
612
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
613 cata("<p>Alt-click links to download file.</p>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
614 cata("<p>Click floppy disc icon associated history item to download ")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
615 cata("all files.</p>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
616 cata("<p>.tsv files can be viewed in Excel or any spreadsheet program.</p>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
617
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
618 cata("<h4>Additional Information</h4>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
619 cata("<ul>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
620
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
621 if (filtCPM || filtSmpCount || filtTotCount) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
622 if (filtCPM) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
623 tempStr <- paste("Genes without more than", opt$cmpReq,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
624 "CPM in at least", opt$sampleReq, "samples are insignificant",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
625 "and filtered out.")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
626 } else if (filtSmpCount) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
627 tempStr <- paste("Genes without more than", opt$cntReq,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
628 "counts in at least", opt$sampleReq, "samples are insignificant",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
629 "and filtered out.")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
630 } else if (filtTotCount) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
631 tempStr <- paste("Genes without more than", opt$cntReq,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
632 "counts, after summing counts for all samples, are insignificant",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
633 "and filtered out.")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
634 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
635
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
636 ListItem(tempStr)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
637 filterProp <- round(filteredCount/preFilterCount*100, digits=2)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
638 tempStr <- paste0(filteredCount, " of ", preFilterCount," (", filterProp,
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
639 "%) genes were filtered out for low expression.")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
640 ListItem(tempStr)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
641 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
642 ListItem(opt$normOpt, " was the method used to normalise library sizes.")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
643 if (wantLRT) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
644 ListItem("The edgeR likelihood ratio test was used.")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
645 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
646 if (wantRobust) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
647 ListItem("The edgeR quasi-likelihood test was used with robust settings (robust=TRUE with estimateDisp and glmQLFit).")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
648 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
649 ListItem("The edgeR quasi-likelihood test was used.")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
650 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
651 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
652 if (opt$pAdjOpt!="none") {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
653 if (opt$pAdjOpt=="BH" || opt$pAdjOpt=="BY") {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
654 tempStr <- paste0("MD-Plot highlighted genes are significant at FDR ",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
655 "of ", opt$pValReq," and exhibit log2-fold-change of at ",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
656 "least ", opt$lfcReq, ".")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
657 ListItem(tempStr)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
658 } else if (opt$pAdjOpt=="holm") {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
659 tempStr <- paste0("MD-Plot highlighted genes are significant at adjusted ",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
660 "p-value of ", opt$pValReq," by the Holm(1979) ",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
661 "method, and exhibit log2-fold-change of at least ",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
662 opt$lfcReq, ".")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
663 ListItem(tempStr)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
664 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
665 } else {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
666 tempStr <- paste0("MD-Plot highlighted genes are significant at p-value ",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
667 "of ", opt$pValReq," and exhibit log2-fold-change of at ",
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
668 "least ", opt$lfcReq, ".")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
669 ListItem(tempStr)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
670 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
671 cata("</ul>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
672
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
673 cata("<h4>Summary of experimental data:</h4>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
674
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
675 cata("<p>*CHECK THAT SAMPLES ARE ASSOCIATED WITH CORRECT GROUP(S)*</p>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
676
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
677 cata("<table border=\"1\" cellpadding=\"3\">\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
678 cata("<tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
679 TableHeadItem("SampleID")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
680 TableHeadItem(names(factors)[1], " (Primary Factor)")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
681
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
682 if (ncol(factors) > 1) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
683 for (i in names(factors)[2:length(names(factors))]) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
684 TableHeadItem(i)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
685 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
686 cata("</tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
687 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
688
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
689 for (i in 1:nrow(factors)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
690 cata("<tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
691 TableHeadItem(row.names(factors)[i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
692 for (j in 1:ncol(factors)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
693 TableItem(as.character(unmake.names(factors[i, j])))
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
694 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
695 cata("</tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
696 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
697 cata("</table>")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
698
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
699 for (i in 1:nrow(linkData)) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
700 if (grepl("session_info", linkData$Link[i])) {
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
701 HtmlLink(linkData$Link[i], linkData$Label[i])
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
702 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
703 }
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
704
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
705 cata("<table border=\"0\">\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
706 cata("<tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
707 TableItem("Task started at:"); TableItem(timeStart)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
708 cata("</tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
709 cata("<tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
710 TableItem("Task ended at:"); TableItem(timeEnd)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
711 cata("</tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
712 cata("<tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
713 TableItem("Task run time:"); TableItem(timeTaken)
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
714 cata("<tr>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
715 cata("</table>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
716
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
717 cata("</body>\n")
9bdff28ae1b1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/edger commit eac022c9c6e51e661c1513306b9fefdad673487d
iuc
parents:
diff changeset
718 cata("</html>")