annotate edgeR_Differential_Gene_Expression.xml @ 114:5d7efbca6c75 draft

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date Tue, 01 Sep 2015 07:54:09 -0400
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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.a">
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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="Execution halted"
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19 source="both"
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20 level="fatal" />
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21 <regex match="Calculating library sizes from column"
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22 source="stderr"
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23 level="log" />
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24 <regex match="During startup - Warning messages"
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25 source="stderr"
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26 level="log" />
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27 <regex match="Setting LC_[^ ]+ failed"
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28 source="stderr"
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29 level="warning"
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30 description="LOCALE has not been set correctly" />
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31 </stdio>
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32
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33 <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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35 <command>
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36 R --vanilla --slave -f $R_script '--args
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37 $expression_matrix
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38 $design_matrix
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39 $contrast
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41 $fdr
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42
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43 $output_count_edgeR
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44 $output_cpm
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45
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46 /dev/null <!-- Calculation of FPKM/RPKM should come here -->
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47
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48 #if $output_raw_counts:
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49 $output_raw_counts
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50 #else:
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51 /dev/null
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52 #end if
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53
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54 #if $output_MDSplot_logFC:
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55 $output_MDSplot_logFC
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56 #else:
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57 /dev/null
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58 #end if
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60 #if $output_MDSplot_bcv:
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61 $output_MDSplot_bcv
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62 #else:
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63 /dev/null
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64 #end if
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65
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66 #if $output_BCVplot:
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67 $output_BCVplot
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68 #else:
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69 /dev/null
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70 #end if
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71
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72 #if $output_MAplot:
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73 $output_MAplot
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74 #else:
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75 /dev/null
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76 #end if
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77
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78 #if $output_PValue_distribution_plot:
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79 $output_PValue_distribution_plot
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80 #else:
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81 /dev/null
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82 #end if
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83
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84 #if $output_hierarchical_clustering_plot:
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85 $output_hierarchical_clustering_plot
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86 #else:
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87 /dev/null
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88 #end if
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89
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90 #if $output_heatmap_plot:
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91 $output_heatmap_plot
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92 #else:
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93 /dev/null
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94 #end if
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95
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96 #if $output_RData_obj:
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97 $output_RData_obj
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98 #else:
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99 /dev/null
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100 #end if
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101
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102 $output_format_images
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103 '
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104 #if $output_R:
114
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105 > $output_R
105
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106 #end if
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107 </command>
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108
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109 <configfiles>
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110 <configfile name="R_script">
107
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111 <![CDATA[
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112
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113 library(limma,quietly=TRUE) ## quietly to avoid unnecessaity stderr messages
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114 library(edgeR,quietly=TRUE) ## quietly to avoid unnecessaity stderr messages
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115 library(splines,quietly=TRUE)## quietly to avoid unnecessaity stderr messages
105
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116
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117 ## Fetch commandline arguments
107
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118 args <- commandArgs(trailingOnly = TRUE)
105
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119
107
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120 expression_matrix_file <- args[1]
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121 design_matrix_file <- args[2]
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122 contrast <- args[3]
105
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123
107
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124 fdr <- args[4]
105
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125
107
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126 output_count_edgeR <- args[5]
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127 output_cpm <- args[6]
105
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128
107
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129 output_xpkm <- args[7] ##FPKM file - to be implemented
105
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130
107
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131 output_raw_counts <- args[8]
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132 output_MDSplot_logFC <- args[9]
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133 output_MDSplot_bcv <- args[10]
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134 output_BCVplot <- args[11]
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135 output_MAplot <- args[12]
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136 output_PValue_distribution_plot <- args[13]
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137 output_hierarchical_clustering_plot <- args[14]
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138 output_heatmap_plot <- args[15]
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139 output_RData_obj <- args[16]
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140 output_format_images <- args[17]
105
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141
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142
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143 ## Obtain read-counts
107
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144 expression_matrix <- read.delim(expression_matrix_file,header=T,stringsAsFactors=F,row.names=1,check.names=FALSE,na.strings=c(""))
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145 design_matrix <- read.delim(design_matrix_file,header=T,stringsAsFactors=F,row.names=1,check.names=FALSE,na.strings=c(""))
105
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146
107
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147 colnames(design_matrix) <- make.names(colnames(design_matrix))
105
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148
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149 for(i in 1:ncol(design_matrix)) {
107
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150 old <- design_matrix[,i]
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151 design_matrix[,i] <- make.names(design_matrix[,i])
105
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152 if(paste(design_matrix[,i],collapse="\t") != paste(old,collapse="\t")) {
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153 print("Renaming of factors:")
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154 print(old)
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155 print("To:")
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156 print(design_matrix[,i])
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157 }
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158 ## The following line seems to malfunction the script:
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159 ##design_matrix[,i] <- as.factor(design_matrix[,i])
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160 }
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161
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162 ## 1) In the expression matrix, you only want to have the samples described in the design matrix
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163 columns <- match(rownames(design_matrix),colnames(expression_matrix))
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164 columns <- columns[!is.na(columns)]
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165 read_counts <- expression_matrix[,columns]
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166
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167 ## 2) In the design matrix, you only want to have samples of which you really have the counts
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168 columns <- match(colnames(read_counts),rownames(design_matrix))
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169 columns <- columns[!is.na(columns)]
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170 design_matrix <- design_matrix[columns,,drop=FALSE]
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171
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172 ## Filter for HTSeq predifined counts:
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173 exclude_HTSeq <- c("no_feature","ambiguous","too_low_aQual","not_aligned","alignment_not_unique")
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174 exclude_DEXSeq <- c("_ambiguous","_empty","_lowaqual","_notaligned")
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175
107
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176 exclude <- match(c(exclude_HTSeq, exclude_DEXSeq),rownames(read_counts))
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177 exclude <- exclude[is.na(exclude)==0]
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178 if(length(exclude) != 0) {
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179 read_counts <- read_counts[-exclude,]
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180 }
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181
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182
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183 ## sorting expression matrix with the order of the read_counts
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184 ##order <- match(colnames(read_counts) , rownames(design_matrix))
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185 ##read_counts_ordered <- read_counts[,order2]
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186
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187 empty_samples <- apply(read_counts,2,function(x) sum(x) == 0)
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188 if(sum(empty_samples) > 0) {
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189 write(paste("There are ",sum(empty_samples)," empty samples found:",sep=""),stderr())
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190 write(colnames(read_counts)[empty_samples],stderr())
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191 } else {
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192
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193 dge <- DGEList(counts=read_counts,genes=rownames(read_counts))
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194
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195 formula <- paste(c("~0",make.names(colnames(design_matrix))),collapse = " + ")
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196 design_matrix_tmp <- design_matrix
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197 colnames(design_matrix_tmp) <- make.names(colnames(design_matrix_tmp))
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198 design <- model.matrix(as.formula(formula),design_matrix_tmp)
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199 rm(design_matrix_tmp)
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200
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201 # Filter prefixes
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202 prefixes = colnames(design_matrix)[attr(design,"assign")]
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203 avoid = nchar(prefixes) == nchar(colnames(design))
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204 replacements = substr(colnames(design),nchar(prefixes)+1,nchar(colnames(design)))
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205 replacements[avoid] = colnames(design)[avoid]
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206 colnames(design) = replacements
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207
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208 # Do normalization
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209 write("Calculating normalization factors...",stdout())
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210 dge <- calcNormFactors(dge)
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211 write("Estimating common dispersion...",stdout())
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212 dge <- estimateGLMCommonDisp(dge,design)
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213 write("Estimating trended dispersion...",stdout())
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214 dge <- estimateGLMTrendedDisp(dge,design)
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215 write("Estimating tagwise dispersion...",stdout())
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216 dge <- estimateGLMTagwiseDisp(dge,design)
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217
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218
111
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219 # hierarchical clustering makes use of the distance of the MDS
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220 if(output_MDSplot_logFC != "/dev/null" || output_hierarchical_clustering_plot != "/dev/null") {
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221 write("Calculating MDS plot (logFC method)",stdout())
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222 mds_distance_logFC <- plotMDS.DGEList(dge,top=500,labels=rep("",nrow(dge\$samples)))# Get coordinates of unflexible plot
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223 dev.off()# Kill it
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224
111
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225 if(output_MDSplot_logFC != "/dev/null") {
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226 write("Creating MDS plot (logFC method)",stdout())
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227 if(output_format_images == "pdf") {
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228 pdf(output_MDSplot_logFC,height=14,width=14)
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229 } else if(output_format_images == "svg") {
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230 svg(output_MDSplot_logFC,height=14,width=14)
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231 } else {
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232 ## png(output_MDSplot_logFC)
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233 ## 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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234
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235 bitmap(output_MDSplot_logFC,type="png16m",height=7*3,width=7*3)
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236 }
105
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237
111
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238 diff_x <- abs(max(mds_distance_logFC\$x)-min(mds_distance_logFC\$x))
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239 diff_y <-(max(mds_distance_logFC\$y)-min(mds_distance_logFC\$y))
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240 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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241 mds_distance_logFC(mds_distance_logFC\$x,mds_distance_logFC\$y,pch=20)
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242 text(mds_distance_logFC\$x, mds_distance_logFC\$y,rownames(dge\$samples),cex=1.25,col="gray",pos=4)
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243 rm(diff_x,diff_y)
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244
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245 dev.off()
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246 }
105
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247 }
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248
111
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249
105
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250 if(output_MDSplot_bcv != "/dev/null") {
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251 write("Creating MDS plot (bcv method)",stdout())
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252
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253 ## 1. First create a virtual plot to obtain the desired coordinates
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254 pdf("bcvmds.pdf")
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255 mds_distance_BCV <- plotMDS.DGEList(dge,method="bcv",top=500,labels=rep("",nrow(dge\$samples)))
105
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256 dev.off()# Kill it
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257
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258 ## 2. Re-plot the coordinates in a new figure with the size and settings.
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259 if(output_format_images == "pdf") {
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260 pdf(output_MDSplot_bcv,height=14,width=14)
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261 } else if(output_format_images == "svg") {
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262 svg(output_MDSplot_bcv,height=14,width=14)
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263 } else {
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264 ## png(output_MDSplot_bcv)
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265 ## 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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266
111
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267 bitmap(output_MDSplot_bcv,type="png16m",height=7*3,width=7*3)
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268 }
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269
111
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270 diff_x <- abs(max(mds_distance_BCV\$x)-min(mds_distance_BCV\$x))
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271 diff_y <- (max(mds_distance_BCV\$y)-min(mds_distance_BCV\$y))
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272 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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273 mds_distance_BCV(mds_distance_BCV\$x,mds_distance_BCV\$y,pch=20)
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274 text(mds_distance_BCV\$x, mds_distance_BCV\$y,rownames(dge\$samples),cex=1.25,col="gray",pos=4)
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275 rm(diff_x,diff_y)
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276
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277 dev.off()
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278 }
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279
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280
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281 if(output_BCVplot != "/dev/null") {
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282 write("Creating Biological coefficient of variation plot",stdout())
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283
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284 if(output_format_images == "pdf") {
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285 pdf(output_BCVplot)
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286 } else if(output_format_images == "svg") {
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287 svg(output_BCVplot)
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288 } else {
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289 ## png(output_BCVplot)
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290 ## 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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291
111
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292 bitmap(output_BCVplot,type="png16m",width=10.5*3,height=7*3)
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293 }
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294
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295 plotBCV(dge, cex=0.4, main="edgeR: Biological coefficient of variation (BCV) vs abundance")
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296 dev.off()
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297 }
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298
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299
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300 write("Fitting GLM...",stdout())
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301 fit <- glmFit(dge,design)
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302
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303 write(paste("Performing likelihood ratio test: ",contrast,sep=""),stdout())
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304 cont <- c(contrast)
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305 cont <- makeContrasts(contrasts=cont, levels=design)
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306
107
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307 lrt <- glmLRT(fit, contrast=cont[,1])
111
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308 write(paste("Exporting DGE results to file...",output_count_edgeR,sep=""),stdout())
105
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309 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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310 write.table(file=output_cpm,cpm(dge,normalized.lib.sizes=TRUE),sep="\t",row.names=TRUE,col.names=NA)
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311
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312 ## todo EXPORT FPKM
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313 write.table(file=output_raw_counts,dge\$counts,sep="\t",row.names=TRUE,col.names=NA)
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314
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315 if(output_MAplot != "/dev/null" || output_PValue_distribution_plot != "/dev/null") {
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316 etable <- topTags(lrt, n=nrow(dge))\$table
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317 etable <- etable[order(etable\$FDR), ]
105
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318
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319 if(output_MAplot != "/dev/null") {
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320 write("Creating MA plot...",stdout())
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321
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322 if(output_format_images == "pdf") {
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323 pdf(output_MAplot)
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324 } else if(output_format_images == "svg") {
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325 svg(output_MAplot)
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326 } else {
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327 ## png(output_MAplot)
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328 ## 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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329
111
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330 bitmap(output_MAplot,type="png16m",width=10.5*3,height=7*3)
105
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331 }
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332
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333 with(etable, plot(logCPM, logFC, pch=20, main="edgeR: Fold change vs abundance"))
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334 with(subset(etable, FDR < fdr), points(logCPM, logFC, pch=20, col="red"))
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335 abline(h=c(-1,1), col="blue")
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336 dev.off()
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337 }
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338
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339 if(output_PValue_distribution_plot != "/dev/null") {
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340 write("Creating P-value distribution plot...",stdout())
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341
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342 if(output_format_images == "pdf") {
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343 pdf(output_PValue_distribution_plot,width=14,height=14)
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344 } else if(output_format_images == "svg") {
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345 svg(output_PValue_distribution_plot,width=14,height=14)
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346 } else {
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347 ## png(output_PValue_distribution_plot)
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348 ## 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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349
111
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350 bitmap(output_PValue_distribution_plot,type="png16m",width=7*3,height=7*3)
105
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351 }
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352
109
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353 expressed_genes <- subset(etable, PValue < 0.99)
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354 h <- hist(expressed_genes\$PValue,breaks=nrow(expressed_genes)/15,main="Binned P-Values (< 0.99)")
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355 center <- sum(h\$counts) / length(h\$counts)
105
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356 lines(c(0,1),c(center,center),lty=2,col="red",lwd=2)
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357 k <- ksmooth(h\$mid, h\$counts)
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358 lines(k\$x,k\$y,col="red",lwd=2)
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359 rmsd <- (h\$counts) - center
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360 rmsd <- rmsd^2
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361 rmsd <- sum(rmsd)
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362 rmsd <- sqrt(rmsd)
105
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363 text(0,max(h\$counts),paste("e=",round(rmsd,2),sep=""),pos=4,col="blue")
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364 ## change e into epsilon somehow
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365 dev.off()
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366 }
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367 }
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368
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369 if(output_heatmap_plot != "/dev/null") {
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370
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371 if(output_format_images == "pdf") {
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372 pdf(output_heatmap_plot,width=10.5)
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373 } else if(output_format_images == "svg") {
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374 svg(output_heatmap_plot,width=10.5)
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375 } else {
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376 ## png(output_heatmap_plot)
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377 ## 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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378
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379 bitmap(output_heatmap_plot,type="png16m",width=10.5*3,height=7*3)
105
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380 }
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381
107
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382 etable2 <- topTags(lrt, n=100)\$table
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383 order <- rownames(etable2)
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384 cpm_sub <- cpm(dge,normalized.lib.sizes=TRUE,log=TRUE)[as.numeric(order),]
105
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385 heatmap(t(cpm_sub))
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386 dev.off()
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387 }
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388
111
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389 if(output_hierarchical_clustering_plot != "/dev/null") {
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390 if(output_hierarchical_clustering_plot == "pdf") {
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391 pdf(output_hierarchical_clustering_plot,width=10.5)
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392 } else if(output_hierarchical_clustering_plot == "svg") {
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393 svg(output_hierarchical_clustering_plot,width=10.5)
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394 } else {
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395 ## png(output_hierarchical_clustering_plot)
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396 ## 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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397
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398 bitmap(output_hierarchical_clustering_plot,type="png16m",width=10.5*3,height=7*3)
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399 }
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400
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401 mds_distance = as.dist(mds_distance_logFC\$distance.matrix)
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402 clustering = hclust(mds_distance)
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403 plot(clustering,main=paste("Cluster Dendogram on the ",mds_distance_logFC\$top," TopTags",sep="",sub="\ncomplete linkage on logFC MDS distance"))
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404
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405 dev.off()
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406 }
105
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407
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408 if(output_RData_obj != "/dev/null") {
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409 save.image(output_RData_obj)
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410 }
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411
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412 write("Done!",stdout())
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413 }
107
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414 ]]>
105
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415 </configfile>
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416 </configfiles>
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417
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418 <inputs>
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419 <param name="expression_matrix" type="data" format="tabular" label="Expression (read count) matrix" />
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420 <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'." />
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421
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422 <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." />
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423
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424 <param name="fdr" type="float" min="0" max="1" value="0.05" label="False Discovery Rate (FDR)" />
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425
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426 <param name="outputs" type="select" label="Optional desired outputs" multiple="true" display="checkboxes">
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427 <option value="make_output_raw_counts">Raw counts table</option>
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428 <option value="make_output_MDSplot_logFC">MDS-plot (logFC-method)</option>
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429 <option value="make_output_MDSplot_bcv">MDS-plot (BCV-method; much slower)</option>
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430 <option value="make_output_BCVplot">BCV-plot</option>
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431 <option value="make_output_MAplot">MA-plot</option>
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432 <option value="make_output_PValue_distribution_plot">P-Value distribution plot</option>
111
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433 <option value="make_output_hierarchical_clustering_plot">Hierarchical custering</option>
105
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434 <option value="make_output_heatmap_plot">Heatmap</option>
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435
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436 <option value="make_output_R_stdout">R stdout</option>
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437 <option value="make_output_RData_obj">R Data object</option>
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438 </param>
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439
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440 <param name="output_format_images" type="select" label="Output format of images" display="radio">
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441 <option value="png">Portable network graphics (.png)</option>
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442 <option value="pdf">Portable document format (.pdf)</option>
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443 <option value="svg">Scalable vector graphics (.svg)</option>
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444 </param>
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445 </inputs>
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446
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447 <outputs>
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448 <data format="tabular" name="output_count_edgeR" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - differentially expressed genes" />
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449 <data format="tabular" name="output_cpm" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - CPM" />
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450
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451 <data format="tabular" name="output_raw_counts" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - raw counts">
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452 <filter>outputs and ("make_output_raw_counts" in outputs)</filter>
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453 </data>
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454
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455 <data format="png" name="output_MDSplot_logFC" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MDS-plot (logFC method)">
f2ac9f6bc542 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
456 <filter>outputs and ("make_output_MDSplot_logFC" in outputs)</filter>
f2ac9f6bc542 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
457
f2ac9f6bc542 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
458 <change_format>
f2ac9f6bc542 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
459 <when input="output_format_images" value="png" format="png" />
f2ac9f6bc542 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
460 <when input="output_format_images" value="pdf" format="pdf" />
f2ac9f6bc542 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
461 <when input="output_format_images" value="svg" format="svg" />
f2ac9f6bc542 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
462 </change_format>
f2ac9f6bc542 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
463 </data>
f2ac9f6bc542 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
464
f2ac9f6bc542 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
465 <data format="png" name="output_MDSplot_bcv" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MDS-plot (bcv method)">
f2ac9f6bc542 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
466 <filter>outputs and ("make_output_MDSplot_bcv" in outputs)</filter>
f2ac9f6bc542 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
467
f2ac9f6bc542 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
468 <change_format>
f2ac9f6bc542 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
469 <when input="output_format_images" value="png" format="png" />
f2ac9f6bc542 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
470 <when input="output_format_images" value="pdf" format="pdf" />
f2ac9f6bc542 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
471 <when input="output_format_images" value="svg" format="svg" />
f2ac9f6bc542 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
472 </change_format>
f2ac9f6bc542 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
473 </data>
f2ac9f6bc542 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
474
f2ac9f6bc542 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
475 <data format="png" name="output_BCVplot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - BCV-plot">
f2ac9f6bc542 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
476 <filter>outputs and ("make_output_BCVplot" in outputs)</filter>
f2ac9f6bc542 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
477
f2ac9f6bc542 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
478 <change_format>
f2ac9f6bc542 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
479 <when input="output_format_images" value="png" format="png" />
f2ac9f6bc542 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
480 <when input="output_format_images" value="pdf" format="pdf" />
f2ac9f6bc542 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
481 <when input="output_format_images" value="svg" format="svg" />
f2ac9f6bc542 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
482 </change_format>
f2ac9f6bc542 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
483 </data>
f2ac9f6bc542 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
484
f2ac9f6bc542 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
485 <data format="png" name="output_MAplot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MA-plot">
f2ac9f6bc542 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
486 <filter>outputs and ("make_output_MAplot" in outputs)</filter>
f2ac9f6bc542 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
487
f2ac9f6bc542 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
488 <change_format>
f2ac9f6bc542 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
489 <when input="output_format_images" value="png" format="png" />
f2ac9f6bc542 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
490 <when input="output_format_images" value="pdf" format="pdf" />
f2ac9f6bc542 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
491 <when input="output_format_images" value="svg" format="svg" />
f2ac9f6bc542 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
492 </change_format>
f2ac9f6bc542 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
493 </data>
f2ac9f6bc542 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
494
f2ac9f6bc542 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
495 <data format="png" name="output_PValue_distribution_plot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - P-Value distribution">
f2ac9f6bc542 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
496 <filter>outputs and ("make_output_PValue_distribution_plot" in outputs)</filter>
f2ac9f6bc542 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
497
f2ac9f6bc542 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
498 <change_format>
f2ac9f6bc542 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
499 <when input="output_format_images" value="png" format="png" />
f2ac9f6bc542 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
500 <when input="output_format_images" value="pdf" format="pdf" />
f2ac9f6bc542 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
501 <when input="output_format_images" value="svg" format="svg" />
f2ac9f6bc542 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
502 </change_format>
f2ac9f6bc542 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
503 </data>
f2ac9f6bc542 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
504
f2ac9f6bc542 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
505 <data format="png" name="output_hierarchical_clustering_plot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - Hierarchical custering">
f2ac9f6bc542 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
506 <filter>outputs and ("make_output_hierarchical_clustering_plot" in outputs)</filter>
f2ac9f6bc542 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
507
f2ac9f6bc542 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
508 <change_format>
f2ac9f6bc542 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
509 <when input="output_format_images" value="png" format="png" />
f2ac9f6bc542 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
510 <when input="output_format_images" value="pdf" format="pdf" />
f2ac9f6bc542 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
511 <when input="output_format_images" value="svg" format="svg" />
f2ac9f6bc542 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
512 </change_format>
f2ac9f6bc542 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
513 </data>
f2ac9f6bc542 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
514
f2ac9f6bc542 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
515 <data format="png" name="output_heatmap_plot" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - Heatmap">
f2ac9f6bc542 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
516 <filter>outputs and ("make_output_heatmap_plot" in outputs)</filter>
f2ac9f6bc542 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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517
f2ac9f6bc542 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
518 <change_format>
f2ac9f6bc542 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
519 <when input="output_format_images" value="png" format="png" />
f2ac9f6bc542 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
520 <when input="output_format_images" value="pdf" format="pdf" />
f2ac9f6bc542 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
521 <when input="output_format_images" value="svg" format="svg" />
f2ac9f6bc542 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
522 </change_format>
f2ac9f6bc542 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
523 </data>
f2ac9f6bc542 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
524
f2ac9f6bc542 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
525 <data format="RData" name="output_RData_obj" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - R data object">
f2ac9f6bc542 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
526 <filter>outputs and ("make_output_RData_obj" in outputs)</filter>
f2ac9f6bc542 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
527 </data>
f2ac9f6bc542 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
528
f2ac9f6bc542 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
529 <data format="txt" name="output_R" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - R output (debug)" >
f2ac9f6bc542 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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530 <filter>outputs and ("make_output_R_stdout" in outputs)</filter>
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531 </data>
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532 </outputs>
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533
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534 <tests>
f2ac9f6bc542 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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535 <test>
f2ac9f6bc542 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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536 <param name="expression_matrix" value="Differential_Gene_Expression/expression_matrix.tabular.txt" />
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537 <param name="design_matrix" value="Differential_Gene_Expression/design_matrix.tabular.txt" />
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538
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539 <param name="contrast" value="E-C"/>
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540
f2ac9f6bc542 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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541 <param name="fdr" value="0.05" />
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542
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543 <param name="output_format_images" value="png" />
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544
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545 <output name="output_count_edgeR" file="Differential_Gene_Expression/differentially_expressed_genes.tabular.txt" />
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546 </test>
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547 </tests>
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548
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549 <help>
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550 edgeR: Differential Gene(Expression) Analysis
f2ac9f6bc542 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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551 #############################################
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552
f2ac9f6bc542 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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553 Overview
f2ac9f6bc542 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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554 --------
f2ac9f6bc542 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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555 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].
f2ac9f6bc542 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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556
f2ac9f6bc542 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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557 For every experiment, the algorithm requires a design matrix. This matrix describes which samples belong to which groups.
f2ac9f6bc542 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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558 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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559 and the limma manual.
f2ac9f6bc542 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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560
f2ac9f6bc542 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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561 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.
f2ac9f6bc542 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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562 This tool is called *edgeR Design Matrix Creator*.
f2ac9f6bc542 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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563 If the appropriate design matrix (with corresponding links to the files) is given,
f2ac9f6bc542 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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564 the correct contrast ( http://en.wikipedia.org/wiki/Contrast_(statistics) ) has to be given.
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565
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566 If you have for example two groups, with an equal weight, you would like to compare either
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567 "g1-g2" or "normal-cancer".
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568
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569 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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570
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571 Input
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572 -----
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573 Expression matrix
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574 ^^^^^^^^^^^^^^^^^
f2ac9f6bc542 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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575 ::
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576
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577 Geneid "\t" Sample-1 "\t" Sample-2 "\t" Sample-3 "\t" Sample-4 [...] "\n"
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578 SMURF "\t" 123 "\t" 21 "\t" 34545 "\t" 98 ... "\n"
f2ac9f6bc542 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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579 BRCA1 "\t" 435 "\t" 6655 "\t" 45 "\t" 55 ... "\n"
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580 LINK33 "\t" 4 "\t" 645 "\t" 345 "\t" 1 ... "\n"
f2ac9f6bc542 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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581 SNORD78 "\t" 498 "\t" 65 "\t" 98 "\t" 27 ... "\n"
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582 [...]
f2ac9f6bc542 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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583
f2ac9f6bc542 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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584 *Note: Make sure the number of columns in the header is identical to the number of columns in the body.*
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585
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586 Design matrix
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587 ^^^^^^^^^^^^^
f2ac9f6bc542 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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588 ::
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589
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590 Sample "\t" Condition "\t" Ethnicity "\t" Patient "\t" Batch "\n"
f2ac9f6bc542 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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591 Sample-1 "\t" Tumor "\t" European "\t" 1 "\t" 1 "\n"
f2ac9f6bc542 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 Sample-2 "\t" Normal "\t" European "\t" 1 "\t" 1 "\n"
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593 Sample-3 "\t" Tumor "\t" European "\t" 2 "\t" 1 "\n"
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594 Sample-4 "\t" Normal "\t" European "\t" 2 "\t" 1 "\n"
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595 Sample-5 "\t" Tumor "\t" African "\t" 3 "\t" 1 "\n"
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596 Sample-6 "\t" Normal "\t" African "\t" 3 "\t" 1 "\n"
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597 Sample-7 "\t" Tumor "\t" African "\t" 4 "\t" 2 "\n"
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598 Sample-8 "\t" Normal "\t" African "\t" 4 "\t" 2 "\n"
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599 Sample-9 "\t" Tumor "\t" Asian "\t" 5 "\t" 2 "\n"
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600 Sample-10 "\t" Normal "\t" Asian "\t" 5 "\t" 2 "\n"
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601 Sample-11 "\t" Tumor "\t" Asian "\t" 6 "\t" 2 "\n"
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602 Sample-12 "\t" Normal "\t" Asian "\t" 6 "\t" 2 "\n"
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603
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604 *Note: Avoid factor names that are (1) numerical, (2) contain mathematical symbols and preferebly only use letters.*
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605
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606 Contrast
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607 ^^^^^^^^
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608 The contrast represents the biological question. There can be many questions asked, e.g.:
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609
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610 - Tumor-Normal
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611 - African-European
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612 - 0.5*(Control+Placebo) / Treated
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613
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614 Installation
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615 ------------
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616
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617 This tool requires no specific configurations. The following dependencies are installed automatically:
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618
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619 - R
108
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620 - limma
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621 - edgeR
105
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622
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623 License
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624 -------
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625 - R
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626 - GPL 2 &amp; GPL 3
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627 - limma
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628 - GPL (&gt;=2)
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629 - edgeR
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630 - GPL (&gt;=2)
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631
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632 References
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633 ----------
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634
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635 EdgeR
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636 ^^^^^
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637 **[1] edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.**
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638
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639 *Mark D. Robinson, Davis J. McCarthy and Gordon K. Smyth* - Bioinformatics (2010) 26 (1): 139-140.
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640
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641 - http://www.bioconductor.org/packages/2.12/bioc/html/edgeR.html
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642 - http://dx.doi.org/10.1093/bioinformatics/btp616
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643 - http://www.bioconductor.org/packages/release/bioc/html/edgeR.html
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644
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645 Test-data (MCF7)
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646 ^^^^^^^^^^^^^^^^
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647 **[2] RNA-seq differential expression studies: more sequence or more replication?**
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648
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649 *Yuwen Liu, Jie Zhou and Kevin P. White* - Bioinformatics (2014) 30 (3): 301-304.
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650
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651 - http://www.ncbi.nlm.nih.gov/pubmed/24319002
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652 - http://dx.doi.org/10.1093/bioinformatics/btt688
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653
108
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654 @CONTACT@
105
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655 </help>
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656
108
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657 <expand macro="citations" />
105
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658 </tool>