annotate edgeR_Differential_Gene_Expression.xml @ 4:5d38abf7e4b6 draft

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author yhoogstrate
date Wed, 09 Dec 2015 10:43:03 -0500
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1 <?xml version="1.0" encoding="UTF-8"?>
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2 <tool id="edger_dge" name="edgeR: Differential Gene(Expression) Analysis" version="3.11.0.b">
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3 <description>RNA-Seq gene expression analysis using edgeR (R package)</description>
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5 <macros>
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6 <import>edgeR_macros.xml</import>
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7 </macros>
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9 <requirements>
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10 <requirement type="package" version="3.11.0">edger</requirement>
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11 </requirements>
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13 <stdio>
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14 <regex match="Error in[^a-z]+contrasts"
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15 source="both"
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16 level="fatal"
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17 description="Have the design- and expression-matrix been swapped?" />
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18 <regex match="Error in eval\(expr, envir, enclos\)"
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19 source="both"
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20 level="fatal"
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21 description="You have most likely used a condition in the contrast, that is not present in the Design matrix" />
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22 <regex match="Execution halted"
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23 source="both"
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24 level="fatal" />
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25 <regex match="Calculating library sizes from column"
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26 source="stderr"
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27 level="log" />
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28 <regex match="During startup - Warning messages"
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29 source="stderr"
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30 level="log" />
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31 <regex match="Setting LC_[^ ]+ failed"
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32 source="stderr"
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33 level="warning"
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34 description="LOCALE has not been set correctly" />
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35 </stdio>
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36
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37 <version_command>echo $(R --version | grep version | grep -v GNU)", EdgeR version" $(R --vanilla --slave -e "library(edgeR) ; cat(sessionInfo()\$otherPkgs\$edgeR\$Version)" 2&gt; /dev/null | grep -v -i "WARNING: ")</version_command>
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39 <command>
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40 R --vanilla --slave -f $R_script '--args
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41 $expression_matrix
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42 $design_matrix
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43 $contrast
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44
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45 $fdr
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46
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47 $output_count_edgeR
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48 $output_cpm
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49
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50 /dev/null <!-- Calculation of FPKM/RPKM should come here -->
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51
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52 #if $output_raw_counts:
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53 $output_raw_counts
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54 #else:
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55 /dev/null
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56 #end if
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57
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58 #if $output_MDSplot_logFC:
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59 $output_MDSplot_logFC
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60 #else:
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61 /dev/null
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62 #end if
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63
3
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64 #if $output_MDSplot_logFC_coordinates:
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65 $output_MDSplot_logFC_coordinates
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66 #else:
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67 /dev/null
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68 #end if
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69
1
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70 #if $output_MDSplot_bcv:
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71 $output_MDSplot_bcv
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72 #else:
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73 /dev/null
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74 #end if
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75
3
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76 #if $output_MDSplot_bcv_coordinates:
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77 $output_MDSplot_bcv_coordinates
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78 #else:
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79 /dev/null
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80 #end if
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81
1
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82 #if $output_BCVplot:
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83 $output_BCVplot
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84 #else:
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85 /dev/null
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86 #end if
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87
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88 #if $output_MAplot:
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89 $output_MAplot
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90 #else:
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91 /dev/null
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92 #end if
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93
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94 #if $output_PValue_distribution_plot:
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95 $output_PValue_distribution_plot
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96 #else:
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97 /dev/null
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98 #end if
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99
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100 #if $output_hierarchical_clustering_plot:
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101 $output_hierarchical_clustering_plot
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102 #else:
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103 /dev/null
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104 #end if
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105
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106 #if $output_heatmap_plot:
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107 $output_heatmap_plot
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108 #else:
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109 /dev/null
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110 #end if
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111
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112 #if $output_RData_obj:
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113 $output_RData_obj
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114 #else:
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115 /dev/null
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116 #end if
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117
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118 $output_format_images
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119 '
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120 </command>
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121
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122 <configfiles>
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123 <configfile name="R_script">
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124 <![CDATA[
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125
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126 library(limma,quietly=TRUE) ## quietly to avoid unnecessaity stderr messages
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127 library(edgeR,quietly=TRUE) ## quietly to avoid unnecessaity stderr messages
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128 library(splines,quietly=TRUE)## quietly to avoid unnecessaity stderr messages
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129
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130 ## Fetch commandline arguments
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131 args <- commandArgs(trailingOnly = TRUE)
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132
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133 expression_matrix_file <- args[1]
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134 design_matrix_file <- args[2]
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135 contrast <- args[3]
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136
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137 fdr <- args[4]
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138
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139 output_count_edgeR <- args[5]
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140 output_cpm <- args[6]
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141
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142 output_xpkm <- args[7] ##FPKM file - to be implemented
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143
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144 output_raw_counts <- args[8]
3
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145
1
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146 output_MDSplot_logFC <- args[9]
3
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147 output_MDSplot_logFC_coordinates <- args[10]
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148
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149 output_MDSplot_bcv <- args[11]
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150 output_MDSplot_bcv_coordinates <- args[12]
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151
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152 output_BCVplot <- args[13]
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153 output_MAplot <- args[14]
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154 output_PValue_distribution_plot <- args[15]
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155 output_hierarchical_clustering_plot <- args[16]
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156 output_heatmap_plot <- args[17]
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157 output_RData_obj <- args[18]
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158 output_format_images <- args[19]
1
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159
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160
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161 ## Obtain read-counts
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162 expression_matrix <- read.delim(expression_matrix_file,header=T,stringsAsFactors=F,row.names=1,check.names=FALSE,na.strings=c(""))
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163 design_matrix <- read.delim(design_matrix_file,header=T,stringsAsFactors=F,row.names=1,check.names=FALSE,na.strings=c(""))
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164
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165 colnames(design_matrix) <- make.names(colnames(design_matrix))
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166
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167 for(i in 1:ncol(design_matrix)) {
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168 old <- design_matrix[,i]
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169 design_matrix[,i] <- make.names(design_matrix[,i])
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170 if(paste(design_matrix[,i],collapse="\t") != paste(old,collapse="\t")) {
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171 print("Renaming of factors:")
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172 print(old)
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173 print("To:")
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174 print(design_matrix[,i])
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175 }
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176 ## The following line seems to malfunction the script:
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177 ##design_matrix[,i] <- as.factor(design_matrix[,i])
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178 }
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179
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180 ## 1) In the expression matrix, you only want to have the samples described in the design matrix
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181 columns <- match(rownames(design_matrix),colnames(expression_matrix))
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182 columns <- columns[!is.na(columns)]
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183 read_counts <- expression_matrix[,columns]
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184
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185 ## 2) In the design matrix, you only want to have samples of which you really have the counts
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186 columns <- match(colnames(read_counts),rownames(design_matrix))
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187 columns <- columns[!is.na(columns)]
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188 design_matrix <- design_matrix[columns,,drop=FALSE]
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189
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190 ## Filter for HTSeq predifined counts:
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191 exclude_HTSeq <- c("no_feature","ambiguous","too_low_aQual","not_aligned","alignment_not_unique")
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192 exclude_DEXSeq <- c("_ambiguous","_empty","_lowaqual","_notaligned")
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193 exclude_STAR <- c("N_unmapped", "N_multimapping", "N_noFeature", "N_ambiguous")
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194
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195 exclude <- match(c(exclude_HTSeq, exclude_DEXSeq, exclude_STAR),rownames(read_counts))
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196 exclude <- exclude[is.na(exclude)==0]
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197 if(length(exclude) != 0) {
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198 read_counts <- read_counts[-exclude,]
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199 }
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200
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201
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202 ## sorting expression matrix with the order of the read_counts
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203 ##order <- match(colnames(read_counts) , rownames(design_matrix))
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204 ##read_counts_ordered <- read_counts[,order2]
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205
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206 empty_samples <- apply(read_counts,2,function(x) sum(x) == 0)
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207 if(sum(empty_samples) > 0) {
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208 write(paste("There are ",sum(empty_samples)," empty samples found:",sep=""),stderr())
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209 write(colnames(read_counts)[empty_samples],stderr())
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210 } else {
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211
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212 dge <- DGEList(counts=read_counts,genes=rownames(read_counts))
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213
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214 formula <- paste(c("~0",make.names(colnames(design_matrix))),collapse = " + ")
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215 design_matrix_tmp <- design_matrix
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216 colnames(design_matrix_tmp) <- make.names(colnames(design_matrix_tmp))
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217 design <- model.matrix(as.formula(formula),design_matrix_tmp)
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218 rm(design_matrix_tmp)
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219
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220 # Filter prefixes
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221 prefixes = colnames(design_matrix)[attr(design,"assign")]
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222 avoid = nchar(prefixes) == nchar(colnames(design))
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223 replacements = substr(colnames(design),nchar(prefixes)+1,nchar(colnames(design)))
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224 replacements[avoid] = colnames(design)[avoid]
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225 colnames(design) = replacements
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226
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227 # Do normalization
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228 write("Calculating normalization factors...",stdout())
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229 dge <- calcNormFactors(dge)
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230 write("Estimating common dispersion...",stdout())
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231 dge <- estimateGLMCommonDisp(dge,design)
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232 write("Estimating trended dispersion...",stdout())
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233 dge <- estimateGLMTrendedDisp(dge,design)
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234 write("Estimating tagwise dispersion...",stdout())
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235 dge <- estimateGLMTagwiseDisp(dge,design)
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236
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237
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238 # hierarchical clustering makes use of the distance of the MDS
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239 if(output_MDSplot_logFC != "/dev/null" || output_MDSplot_logFC_coordinates != "/dev/null" || output_hierarchical_clustering_plot != "/dev/null") {
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240 write("Calculating MDS plot (logFC method)",stdout())
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241 n_dim <- nrow(dge\$samples)
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242 mds_distance_logFC <- plotMDS.DGEList(dge,top=500,labels=rep("",nrow(dge\$samples)),dim.plot=c(n_dim-2,n_dim-1))
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243 dev.off()# Kill it
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244
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245 # Reset to primary dimensions
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246 mds_distance_logFC\$x = mds_distance_logFC\$cmdscale.out[,1]
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247 mds_distance_logFC\$y = mds_distance_logFC\$cmdscale.out[,2]
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248
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249 if(output_MDSplot_logFC != "/dev/null") {
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250 write("Creating MDS plot (logFC method)",stdout())
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251 if(output_format_images == "pdf") {
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252 pdf(output_MDSplot_logFC,height=14,width=14)
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253 } else if(output_format_images == "svg") {
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254 svg(output_MDSplot_logFC,height=14,width=14)
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255 } else {
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256 ## png(output_MDSplot_logFC)
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257 ## png does not work out of the box in the Galaxy Toolshed Version of R due to its compile settings: https://biostar.usegalaxy.org/p/9170/
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258
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259 bitmap(output_MDSplot_logFC,type="png16m",height=7*3,width=7*3)
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260 }
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261
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262 diff_x <- abs(max(mds_distance_logFC\$x)-min(mds_distance_logFC\$x))
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263 diff_y <-(max(mds_distance_logFC\$y)-min(mds_distance_logFC\$y))
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264 plot(c(min(mds_distance_logFC\$x),max(mds_distance_logFC\$x) + 0.45 * diff_x), c(min(mds_distance_logFC\$y) - 0.05 * diff_y,max(mds_distance_logFC\$y) + 0.05 * diff_y), main="edgeR logFC-MDS Plot on top 500 genes",type="n", xlab="Leading logFC dim 1", ylab="Leading logFC dim 2")
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265 points(mds_distance_logFC\$x,mds_distance_logFC\$y,pch=20)
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266 text(mds_distance_logFC\$x,mds_distance_logFC\$y,rownames(dge\$samples),cex=1.25,col="gray",pos=4)
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267 rm(diff_x,diff_y)
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268
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269 dev.off()
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270 }
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271
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272 if(output_MDSplot_logFC_coordinates != "/dev/null") {
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273 n_dim <- ncol(mds_distance_logFC\$cmdscale.out)
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274 colnames(mds_distance_logFC\$cmdscale.out) <- paste(rep("Dim",n_dim),(1:n_dim),sep="_")
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275 export <- data.frame(samples=rownames(mds_distance_logFC\$cmdscale.out),mds_distance_logFC\$cmdscale.out)
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276 row.names(export) <- NULL
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277 write.table(file=output_MDSplot_logFC_coordinates,export,sep="\t",row.names=FALSE,col.names=TRUE)
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278 }
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279 }
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280
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281
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282 if(output_MDSplot_bcv != "/dev/null" || output_MDSplot_bcv_coordinates != "/dev/null" ) {
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283 write("Creating MDS plot (bcv method)",stdout())
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284
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285 ## 1. First create a virtual plot to obtain the desired coordinates
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286 n_dim <- nrow(dge\$samples)
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287 mds_distance_BCV <- plotMDS.DGEList(dge,method="bcv",top=500,labels=rep("",nrow(dge\$samples)),dim.plot=c(n_dim-2,n_dim-1))
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288 dev.off()
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289
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290 if(output_MDSplot_logFC != "/dev/null") {
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291 ## 2. Re-plot the coordinates in a new figure with the size and settings.
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292 if(output_format_images == "pdf") {
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293 pdf(output_MDSplot_bcv,height=14,width=14)
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294 } else if(output_format_images == "svg") {
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295 svg(output_MDSplot_bcv,height=14,width=14)
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296 } else {
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297 ## png(output_MDSplot_bcv)
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298 ## png does not work out of the box in the Galaxy Toolshed Version of R due to its compile settings: https://biostar.usegalaxy.org/p/9170/
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299
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300 bitmap(output_MDSplot_bcv,type="png16m",height=7*3,width=7*3)
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301 }
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302
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303 diff_x <- abs(max(mds_distance_BCV\$x)-min(mds_distance_BCV\$x))
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304 diff_y <- (max(mds_distance_BCV\$y)-min(mds_distance_BCV\$y))
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305 plot(c(min(mds_distance_BCV\$x),max(mds_distance_BCV\$x) + 0.45 * diff_x), c(min(mds_distance_BCV\$y) - 0.05 * diff_y,max(mds_distance_BCV\$y) + 0.05 * diff_y), main="edgeR BCV-MDS Plot",type="n", xlab="Leading BCV dim 1", ylab="Leading BCV dim 2")
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306 points(mds_distance_BCV\$x,mds_distance_BCV\$y,pch=20)
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307 text(mds_distance_BCV\$x, mds_distance_BCV\$y,rownames(dge\$samples),cex=1.25,col="gray",pos=4)
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308 rm(diff_x,diff_y)
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309
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310 dev.off()
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311 }
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312
3
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313 if(output_MDSplot_bcv_coordinates != "/dev/null") {
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314 n_dim <- ncol(mds_distance_BCV\$cmdscale.out)
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315 colnames(mds_distance_BCV\$cmdscale.out) <- paste(rep("Dim",n_dim),(1:n_dim),sep="_")
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316 export <- data.frame(samples=rownames(mds_distance_BCV\$cmdscale.out),mds_distance_BCV\$cmdscale.out)
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317 row.names(export) <- NULL
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318 write.table(file=output_MDSplot_bcv_coordinates,export,sep="\t",row.names=FALSE,col.names=TRUE)
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319 }
1
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320 }
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321
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322
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323 if(output_BCVplot != "/dev/null") {
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324 write("Creating Biological coefficient of variation plot",stdout())
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325
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326 if(output_format_images == "pdf") {
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327 pdf(output_BCVplot)
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328 } else if(output_format_images == "svg") {
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329 svg(output_BCVplot)
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330 } else {
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331 ## png(output_BCVplot)
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332 ## png does not work out of the box in the Galaxy Toolshed Version of R due to its compile settings: https://biostar.usegalaxy.org/p/9170/
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333
2
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334 bitmap(output_BCVplot,type="png16m",width=10.5*3,height=7*3)
1
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335 }
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336
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337 plotBCV(dge, cex=0.4, main="edgeR: Biological coefficient of variation (BCV) vs abundance")
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338 dev.off()
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339 }
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340
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341
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342 write("Fitting GLM...",stdout())
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343 fit <- glmFit(dge,design)
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344
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345 write(paste("Performing likelihood ratio test: ",contrast,sep=""),stdout())
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346 cont <- c(contrast)
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347 cont <- makeContrasts(contrasts=cont, levels=design)
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348
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349 lrt <- glmLRT(fit, contrast=cont[,1])
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350 write(paste("Exporting DGE results to file...",output_count_edgeR,sep=""),stdout())
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351 write.table(file=output_count_edgeR,topTags(lrt,n=nrow(read_counts))\$table,sep="\t",row.names=TRUE,col.names=NA)
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352 write.table(file=output_cpm,cpm(dge,normalized.lib.sizes=TRUE),sep="\t",row.names=TRUE,col.names=NA)
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353
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354 ## todo EXPORT FPKM
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355 write.table(file=output_raw_counts,dge\$counts,sep="\t",row.names=TRUE,col.names=NA)
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356
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357 if(output_MAplot != "/dev/null" || output_PValue_distribution_plot != "/dev/null") {
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358 etable <- topTags(lrt, n=nrow(dge))\$table
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359 etable <- etable[order(etable\$FDR), ]
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360
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361 if(output_MAplot != "/dev/null") {
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362 write("Creating MA plot...",stdout())
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363
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364 if(output_format_images == "pdf") {
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365 pdf(output_MAplot)
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366 } else if(output_format_images == "svg") {
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367 svg(output_MAplot)
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368 } else {
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369 ## png(output_MAplot)
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370 ## png does not work out of the box in the Galaxy Toolshed Version of R due to its compile settings: https://biostar.usegalaxy.org/p/9170/
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371
2
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372 bitmap(output_MAplot,type="png16m",width=10.5*3,height=7*3)
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373 }
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374
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375 with(etable, plot(logCPM, logFC, pch=20, main="edgeR: Fold change vs abundance"))
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376 with(subset(etable, FDR < fdr), points(logCPM, logFC, pch=20, col="red"))
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377 abline(h=c(-1,1), col="blue")
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378 dev.off()
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379 }
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380
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381 if(output_PValue_distribution_plot != "/dev/null") {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
382 write("Creating P-value distribution plot...",stdout())
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
383
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
384 if(output_format_images == "pdf") {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
385 pdf(output_PValue_distribution_plot,width=14,height=14)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
386 } else if(output_format_images == "svg") {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
387 svg(output_PValue_distribution_plot,width=14,height=14)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
388 } else {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
389 ## png(output_PValue_distribution_plot)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
390 ## png does not work out of the box in the Galaxy Toolshed Version of R due to its compile settings: https://biostar.usegalaxy.org/p/9170/
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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391
2
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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392 bitmap(output_PValue_distribution_plot,type="png16m",width=7*3,height=7*3)
1
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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393 }
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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394
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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395 expressed_genes <- subset(etable, PValue < 0.99)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
396 h <- hist(expressed_genes\$PValue,breaks=nrow(expressed_genes)/15,main="Binned P-Values (< 0.99)")
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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397 center <- sum(h\$counts) / length(h\$counts)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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398 lines(c(0,1),c(center,center),lty=2,col="red",lwd=2)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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399 k <- ksmooth(h\$mid, h\$counts)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
400 lines(k\$x,k\$y,col="red",lwd=2)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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401 rmsd <- (h\$counts) - center
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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402 rmsd <- rmsd^2
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
403 rmsd <- sum(rmsd)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
404 rmsd <- sqrt(rmsd)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
405 text(0,max(h\$counts),paste("e=",round(rmsd,2),sep=""),pos=4,col="blue")
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
406 ## change e into epsilon somehow
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
407 dev.off()
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
408 }
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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409 }
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
410
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
411 if(output_heatmap_plot != "/dev/null") {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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412
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
413 if(output_format_images == "pdf") {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
414 pdf(output_heatmap_plot,width=10.5)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
415 } else if(output_format_images == "svg") {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
416 svg(output_heatmap_plot,width=10.5)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
417 } else {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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418 ## png(output_heatmap_plot)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
419 ## png does not work out of the box in the Galaxy Toolshed Version of R due to its compile settings: https://biostar.usegalaxy.org/p/9170/
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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420
2
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
421 bitmap(output_heatmap_plot,type="png16m",width=10.5*3,height=7*3)
1
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
422 }
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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423
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
424 etable2 <- topTags(lrt, n=100)\$table
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
425 order <- rownames(etable2)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
426 cpm_sub <- cpm(dge,normalized.lib.sizes=TRUE,log=TRUE)[as.numeric(order),]
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
427 heatmap(t(cpm_sub))
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
428 dev.off()
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
429 }
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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430
2
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
431 if(output_hierarchical_clustering_plot != "/dev/null") {
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
432 if(output_hierarchical_clustering_plot == "pdf") {
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
433 pdf(output_hierarchical_clustering_plot,width=10.5)
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
yhoogstrate
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diff changeset
434 } else if(output_hierarchical_clustering_plot == "svg") {
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
yhoogstrate
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diff changeset
435 svg(output_hierarchical_clustering_plot,width=10.5)
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
436 } else {
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
yhoogstrate
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diff changeset
437 ## png(output_hierarchical_clustering_plot)
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
yhoogstrate
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diff changeset
438 ## png does not work out of the box in the Galaxy Toolshed Version of R due to its compile settings: https://biostar.usegalaxy.org/p/9170/
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
yhoogstrate
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diff changeset
439
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
440 bitmap(output_hierarchical_clustering_plot,type="png16m",width=10.5*3,height=7*3)
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
yhoogstrate
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diff changeset
441 }
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
442
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
443 mds_distance = as.dist(mds_distance_logFC\$distance.matrix)
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
444 clustering = hclust(mds_distance)
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
445 plot(clustering,main=paste("Cluster Dendogram on the ",mds_distance_logFC\$top," TopTags",sep="",sub="\ncomplete linkage on logFC MDS distance"))
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
446
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
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diff changeset
447 dev.off()
ec951a5017f8 planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit a6cf3ec153ca4a3846258a223d287ca125eea7be
yhoogstrate
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diff changeset
448 }
1
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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449
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
450 if(output_RData_obj != "/dev/null") {
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
451 save.image(output_RData_obj)
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
452 }
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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453
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
454 write("Done!",stdout())
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
455 }
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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456 ]]>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
457 </configfile>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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458 </configfiles>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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459
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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460 <inputs>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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461 <param name="expression_matrix" type="data" format="tabular" label="Expression (read count) matrix" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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462 <param name="design_matrix" type="data" format="tabular" label="Design matrix" help="Ensure your samplenames are identical to those in the expression matrix. Preferentially, create the contrast matrix using 'edgeR: Design- from Expression matrix'." />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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463
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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464 <param name="contrast" type="text" label="Contrast (biological question)" help="e.g. 'tumor-normal' or '(G1+G2)/2-G3' using the factors chosen in the design matrix. Read the 'makeContrasts' manual from Limma package for more info: http://www.bioconductor.org/packages/release/bioc/html/limma.html and http://www.bioconductor.org/packages/release/bioc/vignettes/limma/inst/doc/usersguide.pdf." />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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465
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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466 <param name="fdr" type="float" min="0" max="1" value="0.05" label="False Discovery Rate (FDR)" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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467
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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468 <param name="outputs" type="select" label="Optional desired outputs" multiple="true" display="checkboxes">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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469 <option value="make_output_raw_counts">Raw counts table</option>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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470 <option value="make_output_MDSplot_logFC">MDS-plot (logFC-method)</option>
3
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471 <option value="make_output_MDSplot_logFC_coordinates">MDS-plot coordinates table (logFC-method)</option>
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472 <option value="make_output_MDSplot_bcv">MDS-plot (BCV-method; slow)</option>
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473 <option value="make_output_MDSplot_bcv_coordinates">MDS-plot coordinates table (BCV-method; slow)</option>
1
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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474 <option value="make_output_BCVplot">BCV-plot</option>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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475 <option value="make_output_MAplot">MA-plot</option>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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476 <option value="make_output_PValue_distribution_plot">P-Value distribution plot</option>
2
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477 <option value="make_output_hierarchical_clustering_plot">Hierarchical custering</option>
1
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478 <option value="make_output_heatmap_plot">Heatmap</option>
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479 <option value="make_output_RData_obj">R Data object</option>
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480 </param>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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481
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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482 <param name="output_format_images" type="select" label="Output format of images" display="radio">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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483 <option value="png">Portable network graphics (.png)</option>
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484 <option value="pdf">Portable document format (.pdf)</option>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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485 <option value="svg">Scalable vector graphics (.svg)</option>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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486 </param>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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487 </inputs>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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488
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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489 <outputs>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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490 <data format="tabular" name="output_count_edgeR" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - differentially expressed genes" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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491 <data format="tabular" name="output_cpm" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - CPM" />
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492
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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493 <data format="tabular" name="output_raw_counts" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - raw counts">
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494 <filter>outputs and ("make_output_raw_counts" in outputs)</filter>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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495 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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496
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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497 <data format="png" name="output_MDSplot_logFC" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MDS-plot (logFC method)">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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498 <filter>outputs and ("make_output_MDSplot_logFC" in outputs)</filter>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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499
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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500 <change_format>
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501 <when input="output_format_images" value="png" format="png" />
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502 <when input="output_format_images" value="pdf" format="pdf" />
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503 <when input="output_format_images" value="svg" format="svg" />
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504 </change_format>
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505 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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506
3
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507 <data format="tabular" name="output_MDSplot_logFC_coordinates" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MDS-plot coordinates table (logFC method)">
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508 <filter>outputs and ("make_output_MDSplot_logFC_coordinates" in outputs)</filter>
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509 </data>
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510
1
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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511 <data format="png" name="output_MDSplot_bcv" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MDS-plot (bcv method)">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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512 <filter>outputs and ("make_output_MDSplot_bcv" in outputs)</filter>
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513
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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514 <change_format>
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515 <when input="output_format_images" value="png" format="png" />
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516 <when input="output_format_images" value="pdf" format="pdf" />
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517 <when input="output_format_images" value="svg" format="svg" />
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518 </change_format>
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519 </data>
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520
3
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521 <data format="tabular" name="output_MDSplot_bcv_coordinates" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MDS-plot coordinates table (BCV method)">
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522 <filter>outputs and ("make_output_MDSplot_bcv_coordinates" in outputs)</filter>
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523 </data>
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524
1
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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525 <data format="png" name="output_BCVplot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - BCV-plot">
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526 <filter>outputs and ("make_output_BCVplot" in outputs)</filter>
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527
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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528 <change_format>
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529 <when input="output_format_images" value="png" format="png" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
530 <when input="output_format_images" value="pdf" format="pdf" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
531 <when input="output_format_images" value="svg" format="svg" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
532 </change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
533 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
534
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
535 <data format="png" name="output_MAplot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MA-plot">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
536 <filter>outputs and ("make_output_MAplot" in outputs)</filter>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
537
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
538 <change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
539 <when input="output_format_images" value="png" format="png" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
540 <when input="output_format_images" value="pdf" format="pdf" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
541 <when input="output_format_images" value="svg" format="svg" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
542 </change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
543 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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544
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
545 <data format="png" name="output_PValue_distribution_plot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - P-Value distribution">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
546 <filter>outputs and ("make_output_PValue_distribution_plot" in outputs)</filter>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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547
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
548 <change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
549 <when input="output_format_images" value="png" format="png" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
550 <when input="output_format_images" value="pdf" format="pdf" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
551 <when input="output_format_images" value="svg" format="svg" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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552 </change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
553 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
554
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
555 <data format="png" name="output_hierarchical_clustering_plot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - Hierarchical custering">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
556 <filter>outputs and ("make_output_hierarchical_clustering_plot" in outputs)</filter>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
557
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
558 <change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
559 <when input="output_format_images" value="png" format="png" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
560 <when input="output_format_images" value="pdf" format="pdf" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
561 <when input="output_format_images" value="svg" format="svg" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
562 </change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
563 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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564
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
565 <data format="png" name="output_heatmap_plot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - Heatmap">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
566 <filter>outputs and ("make_output_heatmap_plot" in outputs)</filter>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
567
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
568 <change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
569 <when input="output_format_images" value="png" format="png" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
570 <when input="output_format_images" value="pdf" format="pdf" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
571 <when input="output_format_images" value="svg" format="svg" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
572 </change_format>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
573 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
574
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
575 <data format="RData" name="output_RData_obj" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - R data object">
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
576 <filter>outputs and ("make_output_RData_obj" in outputs)</filter>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
577 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
578
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
579 <data format="txt" name="output_R" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - R output (debug)" >
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
580 <filter>outputs and ("make_output_R_stdout" in outputs)</filter>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
581 </data>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
582 </outputs>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
583
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
584 <tests>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
585 <test>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
586 <param name="expression_matrix" value="Differential_Gene_Expression/expression_matrix.tabular.txt" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
587 <param name="design_matrix" value="Differential_Gene_Expression/design_matrix.tabular.txt" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
588
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
589 <param name="contrast" value="E-C"/>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
590
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
591 <param name="fdr" value="0.05" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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592
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
593 <param name="output_format_images" value="png" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
594
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
595 <output name="output_count_edgeR" file="Differential_Gene_Expression/differentially_expressed_genes.tabular.txt" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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596 </test>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
597 </tests>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
598
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
599 <help>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
diff changeset
600 edgeR: Differential Gene(Expression) Analysis
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
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diff changeset
601 #############################################
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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602
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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diff changeset
603 Overview
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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604 --------
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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605 Differential expression analysis of RNA-seq and digital gene expression profiles with biological replication. Uses empirical Bayes estimation and exact tests based on the negative binomial distribution. Also useful for differential signal analysis with other types of genome-scale count data [1].
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606
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607 For every experiment, the algorithm requires a design matrix. This matrix describes which samples belong to which groups.
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608 More details on this are given in the edgeR manual: http://www.bioconductor.org/packages/2.12/bioc/vignettes/edgeR/inst/doc/edgeRUsersGuide.pdf
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609 and the limma manual.
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610
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611 Because the creation of a design matrix can be complex and time consuming, especially if no GUI is used, this package comes with an alternative tool which can help you with it.
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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612 This tool is called *edgeR Design Matrix Creator*.
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613 If the appropriate design matrix (with corresponding links to the files) is given,
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614 the correct contrast ( http://en.wikipedia.org/wiki/Contrast_(statistics) ) has to be given.
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615
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616 If you have for example two groups, with an equal weight, you would like to compare either
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617 "g1-g2" or "normal-cancer".
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618
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619 The test function makes use of a MCF7 dataset used in a study that indicates that a higher sequencing depth is not neccesairily more important than a higher amount of replaciates[2].
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620
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621 Input
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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622 -----
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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623 Expression matrix
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624 ^^^^^^^^^^^^^^^^^
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625 ::
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626
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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627 Geneid "\t" Sample-1 "\t" Sample-2 "\t" Sample-3 "\t" Sample-4 [...] "\n"
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628 SMURF "\t" 123 "\t" 21 "\t" 34545 "\t" 98 ... "\n"
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629 BRCA1 "\t" 435 "\t" 6655 "\t" 45 "\t" 55 ... "\n"
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630 LINK33 "\t" 4 "\t" 645 "\t" 345 "\t" 1 ... "\n"
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631 SNORD78 "\t" 498 "\t" 65 "\t" 98 "\t" 27 ... "\n"
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632 [...]
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633
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634 *Note: Make sure the number of columns in the header is identical to the number of columns in the body.*
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635
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636 Design matrix
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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637 ^^^^^^^^^^^^^
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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638 ::
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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639
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640 Sample "\t" Condition "\t" Ethnicity "\t" Patient "\t" Batch "\n"
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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641 Sample-1 "\t" Tumor "\t" European "\t" 1 "\t" 1 "\n"
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642 Sample-2 "\t" Normal "\t" European "\t" 1 "\t" 1 "\n"
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643 Sample-3 "\t" Tumor "\t" European "\t" 2 "\t" 1 "\n"
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644 Sample-4 "\t" Normal "\t" European "\t" 2 "\t" 1 "\n"
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645 Sample-5 "\t" Tumor "\t" African "\t" 3 "\t" 1 "\n"
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646 Sample-6 "\t" Normal "\t" African "\t" 3 "\t" 1 "\n"
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647 Sample-7 "\t" Tumor "\t" African "\t" 4 "\t" 2 "\n"
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648 Sample-8 "\t" Normal "\t" African "\t" 4 "\t" 2 "\n"
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649 Sample-9 "\t" Tumor "\t" Asian "\t" 5 "\t" 2 "\n"
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650 Sample-10 "\t" Normal "\t" Asian "\t" 5 "\t" 2 "\n"
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651 Sample-11 "\t" Tumor "\t" Asian "\t" 6 "\t" 2 "\n"
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652 Sample-12 "\t" Normal "\t" Asian "\t" 6 "\t" 2 "\n"
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653
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654 *Note: Avoid factor names that are (1) numerical, (2) contain mathematical symbols and preferebly only use letters.*
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655
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656 Contrast
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657 ^^^^^^^^
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658 The contrast represents the biological question. There can be many questions asked, e.g.:
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659
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660 - Tumor-Normal
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661 - African-European
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662 - 0.5*(Control+Placebo) / Treated
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663
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664 Installation
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665 ------------
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666
2
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667 This tool requires no specific configuration. The following dependencies will installed automatically:
1
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668
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669 - R
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670 - limma
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671 - edgeR
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672
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673 License
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674 -------
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675 - R
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676 - GPL 2 &amp; GPL 3
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677 - limma
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678 - GPL (&gt;=2)
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679 - edgeR
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680 - GPL (&gt;=2)
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681
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
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parents:
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682 @CONTACT@
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
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683 </help>
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
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684
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
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685 <expand macro="citations" />
a4a4c88783ea planemo upload for repository https://bitbucket.org/EMCbioinf/galaxy-tool-shed-tools/raw/master/edger_with_design_matrix commit 2700e500a4fb135a20ede7d52221a9d31f1aaa5e-dirty
yhoogstrate
parents:
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686 </tool>