annotate edgeR_Differential_Gene_Expression.xml @ 115:f06dceb5b966 draft

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date Tue, 01 Sep 2015 08:01:02 -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.b">
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3 <description>RNA-Seq gene expression analysis using edgeR (R package)</description>
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4
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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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46 /dev/null <!-- Calculation of FPKM/RPKM should come here -->
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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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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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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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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 </command>
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105
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106 <configfiles>
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107 <configfile name="R_script">
107
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108 <![CDATA[
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109
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110 library(limma,quietly=TRUE) ## quietly to avoid unnecessaity stderr messages
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111 library(edgeR,quietly=TRUE) ## quietly to avoid unnecessaity stderr messages
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112 library(splines,quietly=TRUE)## quietly to avoid unnecessaity stderr messages
105
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113
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114 ## Fetch commandline arguments
107
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115 args <- commandArgs(trailingOnly = TRUE)
105
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116
107
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117 expression_matrix_file <- args[1]
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118 design_matrix_file <- args[2]
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119 contrast <- args[3]
105
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120
107
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121 fdr <- args[4]
105
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122
107
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123 output_count_edgeR <- args[5]
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124 output_cpm <- args[6]
105
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125
107
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126 output_xpkm <- args[7] ##FPKM file - to be implemented
105
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127
107
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128 output_raw_counts <- args[8]
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129 output_MDSplot_logFC <- args[9]
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130 output_MDSplot_bcv <- args[10]
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131 output_BCVplot <- args[11]
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132 output_MAplot <- args[12]
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133 output_PValue_distribution_plot <- args[13]
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134 output_hierarchical_clustering_plot <- args[14]
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135 output_heatmap_plot <- args[15]
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136 output_RData_obj <- args[16]
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137 output_format_images <- args[17]
105
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138
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139
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140 ## Obtain read-counts
107
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141 expression_matrix <- read.delim(expression_matrix_file,header=T,stringsAsFactors=F,row.names=1,check.names=FALSE,na.strings=c(""))
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142 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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143
107
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144 colnames(design_matrix) <- make.names(colnames(design_matrix))
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145
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146 for(i in 1:ncol(design_matrix)) {
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147 old <- design_matrix[,i]
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148 design_matrix[,i] <- make.names(design_matrix[,i])
105
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149 if(paste(design_matrix[,i],collapse="\t") != paste(old,collapse="\t")) {
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150 print("Renaming of factors:")
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151 print(old)
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152 print("To:")
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153 print(design_matrix[,i])
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154 }
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155 ## The following line seems to malfunction the script:
107
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156 ##design_matrix[,i] <- as.factor(design_matrix[,i])
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157 }
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158
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159 ## 1) In the expression matrix, you only want to have the samples described in the design matrix
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160 columns <- match(rownames(design_matrix),colnames(expression_matrix))
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161 columns <- columns[!is.na(columns)]
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162 read_counts <- expression_matrix[,columns]
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163
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164 ## 2) In the design matrix, you only want to have samples of which you really have the counts
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165 columns <- match(colnames(read_counts),rownames(design_matrix))
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166 columns <- columns[!is.na(columns)]
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167 design_matrix <- design_matrix[columns,,drop=FALSE]
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168
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169 ## Filter for HTSeq predifined counts:
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170 exclude_HTSeq <- c("no_feature","ambiguous","too_low_aQual","not_aligned","alignment_not_unique")
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171 exclude_DEXSeq <- c("_ambiguous","_empty","_lowaqual","_notaligned")
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172
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173 exclude <- match(c(exclude_HTSeq, exclude_DEXSeq),rownames(read_counts))
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174 exclude <- exclude[is.na(exclude)==0]
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175 if(length(exclude) != 0) {
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176 read_counts <- read_counts[-exclude,]
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177 }
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178
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179
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180 ## sorting expression matrix with the order of the read_counts
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181 ##order <- match(colnames(read_counts) , rownames(design_matrix))
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182 ##read_counts_ordered <- read_counts[,order2]
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183
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184 empty_samples <- apply(read_counts,2,function(x) sum(x) == 0)
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185 if(sum(empty_samples) > 0) {
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186 write(paste("There are ",sum(empty_samples)," empty samples found:",sep=""),stderr())
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187 write(colnames(read_counts)[empty_samples],stderr())
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188 } else {
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189
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190 dge <- DGEList(counts=read_counts,genes=rownames(read_counts))
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191
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192 formula <- paste(c("~0",make.names(colnames(design_matrix))),collapse = " + ")
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193 design_matrix_tmp <- design_matrix
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194 colnames(design_matrix_tmp) <- make.names(colnames(design_matrix_tmp))
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195 design <- model.matrix(as.formula(formula),design_matrix_tmp)
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196 rm(design_matrix_tmp)
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197
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198 # Filter prefixes
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199 prefixes = colnames(design_matrix)[attr(design,"assign")]
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200 avoid = nchar(prefixes) == nchar(colnames(design))
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201 replacements = substr(colnames(design),nchar(prefixes)+1,nchar(colnames(design)))
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202 replacements[avoid] = colnames(design)[avoid]
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203 colnames(design) = replacements
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204
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205 # Do normalization
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206 write("Calculating normalization factors...",stdout())
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207 dge <- calcNormFactors(dge)
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208 write("Estimating common dispersion...",stdout())
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209 dge <- estimateGLMCommonDisp(dge,design)
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210 write("Estimating trended dispersion...",stdout())
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211 dge <- estimateGLMTrendedDisp(dge,design)
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212 write("Estimating tagwise dispersion...",stdout())
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213 dge <- estimateGLMTagwiseDisp(dge,design)
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214
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215
111
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216 # hierarchical clustering makes use of the distance of the MDS
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217 if(output_MDSplot_logFC != "/dev/null" || output_hierarchical_clustering_plot != "/dev/null") {
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218 write("Calculating MDS plot (logFC method)",stdout())
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219 mds_distance_logFC <- plotMDS.DGEList(dge,top=500,labels=rep("",nrow(dge\$samples)))# Get coordinates of unflexible plot
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220 dev.off()# Kill it
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221
111
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222 if(output_MDSplot_logFC != "/dev/null") {
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223 write("Creating MDS plot (logFC method)",stdout())
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224 if(output_format_images == "pdf") {
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225 pdf(output_MDSplot_logFC,height=14,width=14)
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226 } else if(output_format_images == "svg") {
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227 svg(output_MDSplot_logFC,height=14,width=14)
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228 } else {
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229 ## png(output_MDSplot_logFC)
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230 ## 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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231
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232 bitmap(output_MDSplot_logFC,type="png16m",height=7*3,width=7*3)
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233 }
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234
111
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235 diff_x <- abs(max(mds_distance_logFC\$x)-min(mds_distance_logFC\$x))
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236 diff_y <-(max(mds_distance_logFC\$y)-min(mds_distance_logFC\$y))
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237 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")
115
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238 points(mds_distance_logFC\$x,mds_distance_logFC\$y,pch=20)
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239 text(mds_distance_logFC\$x, mds_distance_logFC\$y,rownames(dge\$samples),cex=1.25,col="gray",pos=4)
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240 rm(diff_x,diff_y)
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241
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242 dev.off()
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243 }
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244 }
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245
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246
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247 if(output_MDSplot_bcv != "/dev/null") {
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248 write("Creating MDS plot (bcv method)",stdout())
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249
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250 ## 1. First create a virtual plot to obtain the desired coordinates
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251 pdf("bcvmds.pdf")
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252 mds_distance_BCV <- plotMDS.DGEList(dge,method="bcv",top=500,labels=rep("",nrow(dge\$samples)))
105
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253 dev.off()# Kill it
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254
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255 ## 2. Re-plot the coordinates in a new figure with the size and settings.
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256 if(output_format_images == "pdf") {
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257 pdf(output_MDSplot_bcv,height=14,width=14)
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258 } else if(output_format_images == "svg") {
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259 svg(output_MDSplot_bcv,height=14,width=14)
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260 } else {
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261 ## png(output_MDSplot_bcv)
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262 ## 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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263
111
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264 bitmap(output_MDSplot_bcv,type="png16m",height=7*3,width=7*3)
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265 }
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266
111
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267 diff_x <- abs(max(mds_distance_BCV\$x)-min(mds_distance_BCV\$x))
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268 diff_y <- (max(mds_distance_BCV\$y)-min(mds_distance_BCV\$y))
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269 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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270 points(mds_distance_BCV\$x,mds_distance_BCV\$y,pch=20)
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271 text(mds_distance_BCV\$x, mds_distance_BCV\$y,rownames(dge\$samples),cex=1.25,col="gray",pos=4)
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272 rm(diff_x,diff_y)
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273
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274 dev.off()
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275 }
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276
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277
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278 if(output_BCVplot != "/dev/null") {
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279 write("Creating Biological coefficient of variation plot",stdout())
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280
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281 if(output_format_images == "pdf") {
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282 pdf(output_BCVplot)
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283 } else if(output_format_images == "svg") {
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284 svg(output_BCVplot)
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285 } else {
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286 ## png(output_BCVplot)
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287 ## 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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288
111
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289 bitmap(output_BCVplot,type="png16m",width=10.5*3,height=7*3)
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290 }
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291
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292 plotBCV(dge, cex=0.4, main="edgeR: Biological coefficient of variation (BCV) vs abundance")
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293 dev.off()
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294 }
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295
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296
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297 write("Fitting GLM...",stdout())
107
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298 fit <- glmFit(dge,design)
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299
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300 write(paste("Performing likelihood ratio test: ",contrast,sep=""),stdout())
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301 cont <- c(contrast)
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302 cont <- makeContrasts(contrasts=cont, levels=design)
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303
107
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304 lrt <- glmLRT(fit, contrast=cont[,1])
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305 write(paste("Exporting DGE results to file...",output_count_edgeR,sep=""),stdout())
105
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306 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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307 write.table(file=output_cpm,cpm(dge,normalized.lib.sizes=TRUE),sep="\t",row.names=TRUE,col.names=NA)
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308
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309 ## todo EXPORT FPKM
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310 write.table(file=output_raw_counts,dge\$counts,sep="\t",row.names=TRUE,col.names=NA)
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311
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312 if(output_MAplot != "/dev/null" || output_PValue_distribution_plot != "/dev/null") {
107
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313 etable <- topTags(lrt, n=nrow(dge))\$table
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314 etable <- etable[order(etable\$FDR), ]
105
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315
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316 if(output_MAplot != "/dev/null") {
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317 write("Creating MA plot...",stdout())
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318
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319 if(output_format_images == "pdf") {
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320 pdf(output_MAplot)
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321 } else if(output_format_images == "svg") {
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322 svg(output_MAplot)
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323 } else {
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324 ## png(output_MAplot)
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325 ## 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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326
111
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327 bitmap(output_MAplot,type="png16m",width=10.5*3,height=7*3)
105
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328 }
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329
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330 with(etable, plot(logCPM, logFC, pch=20, main="edgeR: Fold change vs abundance"))
109
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331 with(subset(etable, FDR < fdr), points(logCPM, logFC, pch=20, col="red"))
105
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332 abline(h=c(-1,1), col="blue")
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333 dev.off()
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334 }
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335
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336 if(output_PValue_distribution_plot != "/dev/null") {
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337 write("Creating P-value distribution plot...",stdout())
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338
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339 if(output_format_images == "pdf") {
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340 pdf(output_PValue_distribution_plot,width=14,height=14)
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341 } else if(output_format_images == "svg") {
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342 svg(output_PValue_distribution_plot,width=14,height=14)
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343 } else {
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344 ## png(output_PValue_distribution_plot)
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345 ## 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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346
111
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347 bitmap(output_PValue_distribution_plot,type="png16m",width=7*3,height=7*3)
105
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348 }
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349
109
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350 expressed_genes <- subset(etable, PValue < 0.99)
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351 h <- hist(expressed_genes\$PValue,breaks=nrow(expressed_genes)/15,main="Binned P-Values (< 0.99)")
107
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352 center <- sum(h\$counts) / length(h\$counts)
105
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353 lines(c(0,1),c(center,center),lty=2,col="red",lwd=2)
107
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354 k <- ksmooth(h\$mid, h\$counts)
105
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355 lines(k\$x,k\$y,col="red",lwd=2)
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356 rmsd <- (h\$counts) - center
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357 rmsd <- rmsd^2
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358 rmsd <- sum(rmsd)
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359 rmsd <- sqrt(rmsd)
105
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360 text(0,max(h\$counts),paste("e=",round(rmsd,2),sep=""),pos=4,col="blue")
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361 ## change e into epsilon somehow
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362 dev.off()
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363 }
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364 }
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365
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366 if(output_heatmap_plot != "/dev/null") {
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367
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368 if(output_format_images == "pdf") {
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369 pdf(output_heatmap_plot,width=10.5)
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370 } else if(output_format_images == "svg") {
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371 svg(output_heatmap_plot,width=10.5)
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372 } else {
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373 ## png(output_heatmap_plot)
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374 ## 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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375
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376 bitmap(output_heatmap_plot,type="png16m",width=10.5*3,height=7*3)
105
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377 }
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378
107
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379 etable2 <- topTags(lrt, n=100)\$table
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380 order <- rownames(etable2)
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381 cpm_sub <- cpm(dge,normalized.lib.sizes=TRUE,log=TRUE)[as.numeric(order),]
105
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382 heatmap(t(cpm_sub))
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383 dev.off()
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384 }
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385
111
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386 if(output_hierarchical_clustering_plot != "/dev/null") {
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387 if(output_hierarchical_clustering_plot == "pdf") {
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388 pdf(output_hierarchical_clustering_plot,width=10.5)
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389 } else if(output_hierarchical_clustering_plot == "svg") {
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390 svg(output_hierarchical_clustering_plot,width=10.5)
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391 } else {
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392 ## png(output_hierarchical_clustering_plot)
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393 ## 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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394
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395 bitmap(output_hierarchical_clustering_plot,type="png16m",width=10.5*3,height=7*3)
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396 }
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397
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398 mds_distance = as.dist(mds_distance_logFC\$distance.matrix)
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399 clustering = hclust(mds_distance)
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400 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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401
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402 dev.off()
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403 }
105
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404
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405 if(output_RData_obj != "/dev/null") {
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406 save.image(output_RData_obj)
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407 }
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408
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409 write("Done!",stdout())
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410 }
107
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411 ]]>
105
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412 </configfile>
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413 </configfiles>
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414
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diff changeset
415 <inputs>
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416 <param name="expression_matrix" type="data" format="tabular" label="Expression (read count) matrix" />
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417 <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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418
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419 <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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420
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421 <param name="fdr" type="float" min="0" max="1" value="0.05" label="False Discovery Rate (FDR)" />
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422
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423 <param name="outputs" type="select" label="Optional desired outputs" multiple="true" display="checkboxes">
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424 <option value="make_output_raw_counts">Raw counts table</option>
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425 <option value="make_output_MDSplot_logFC">MDS-plot (logFC-method)</option>
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426 <option value="make_output_MDSplot_bcv">MDS-plot (BCV-method; much slower)</option>
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427 <option value="make_output_BCVplot">BCV-plot</option>
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428 <option value="make_output_MAplot">MA-plot</option>
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429 <option value="make_output_PValue_distribution_plot">P-Value distribution plot</option>
111
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430 <option value="make_output_hierarchical_clustering_plot">Hierarchical custering</option>
105
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431 <option value="make_output_heatmap_plot">Heatmap</option>
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432 <option value="make_output_RData_obj">R Data object</option>
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433 </param>
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434
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435 <param name="output_format_images" type="select" label="Output format of images" display="radio">
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436 <option value="png">Portable network graphics (.png)</option>
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437 <option value="pdf">Portable document format (.pdf)</option>
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438 <option value="svg">Scalable vector graphics (.svg)</option>
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439 </param>
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440 </inputs>
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441
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442 <outputs>
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443 <data format="tabular" name="output_count_edgeR" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - differentially expressed genes" />
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444 <data format="tabular" name="output_cpm" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - CPM" />
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445
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446 <data format="tabular" name="output_raw_counts" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - raw counts">
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447 <filter>outputs and ("make_output_raw_counts" in outputs)</filter>
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448 </data>
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449
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450 <data format="png" name="output_MDSplot_logFC" label="edgeR DGE on ${design_matrix.hid}: ${design_matrix.name} - MDS-plot (logFC method)">
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451 <filter>outputs and ("make_output_MDSplot_logFC" in outputs)</filter>
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452
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453 <change_format>
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454 <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
455 <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
456 <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
457 </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
458 </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
459
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
460 <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
461 <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
462
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 <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
464 <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
465 <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
466 <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
467 </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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468 </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
469
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 <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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471 <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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472
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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473 <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
474 <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
475 <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
476 <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
477 </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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478 </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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479
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
480 <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
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diff changeset
481 <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
482
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 <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
484 <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
485 <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
486 <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
487 </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
488 </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
489
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
490 <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
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diff changeset
491 <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
492
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 <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
494 <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
495 <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
496 <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
497 </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
498 </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
499
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
500 <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
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diff changeset
501 <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
502
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 <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
504 <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
505 <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
506 <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
507 </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
508 </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
509
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
510 <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
511 <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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512
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 <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
514 <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
515 <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
516 <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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517 </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
518 </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
519
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 <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
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diff changeset
521 <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
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diff changeset
522 </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
523
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 <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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diff changeset
525 <filter>outputs and ("make_output_R_stdout" 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
526 </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
527 </outputs>
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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528
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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diff changeset
529 <tests>
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530 <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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531 <param name="expression_matrix" value="Differential_Gene_Expression/expression_matrix.tabular.txt" />
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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532 <param name="design_matrix" value="Differential_Gene_Expression/design_matrix.tabular.txt" />
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533
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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534 <param name="contrast" value="E-C"/>
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
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="fdr" value="0.05" />
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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537
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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538 <param name="output_format_images" value="png" />
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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539
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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540 <output name="output_count_edgeR" file="Differential_Gene_Expression/differentially_expressed_genes.tabular.txt" />
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 </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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542 </tests>
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543
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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544 <help>
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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545 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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546 #############################################
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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547
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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548 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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549 --------
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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550 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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551
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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552 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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553 More details on this are given in the edgeR manual: http://www.bioconductor.org/packages/2.12/bioc/vignettes/edgeR/inst/doc/edgeRUsersGuide.pdf
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 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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555
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 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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557 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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558 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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559 the correct contrast ( http://en.wikipedia.org/wiki/Contrast_(statistics) ) has to be given.
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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 If you have for example two groups, with an equal weight, you would like to compare either
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562 "g1-g2" or "normal-cancer".
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563
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564 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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565
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566 Input
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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567 -----
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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568 Expression matrix
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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569 ^^^^^^^^^^^^^^^^^
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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570 ::
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571
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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572 Geneid "\t" Sample-1 "\t" Sample-2 "\t" Sample-3 "\t" Sample-4 [...] "\n"
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573 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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574 BRCA1 "\t" 435 "\t" 6655 "\t" 45 "\t" 55 ... "\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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575 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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576 SNORD78 "\t" 498 "\t" 65 "\t" 98 "\t" 27 ... "\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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577 [...]
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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578
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 *Note: Make sure the number of columns in the header is identical to the number of columns in the body.*
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580
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 Design matrix
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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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
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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585 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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586 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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587 Sample-2 "\t" Normal "\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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588 Sample-3 "\t" Tumor "\t" European "\t" 2 "\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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589 Sample-4 "\t" Normal "\t" European "\t" 2 "\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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590 Sample-5 "\t" Tumor "\t" African "\t" 3 "\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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591 Sample-6 "\t" Normal "\t" African "\t" 3 "\t" 1 "\n"
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592 Sample-7 "\t" Tumor "\t" African "\t" 4 "\t" 2 "\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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593 Sample-8 "\t" Normal "\t" African "\t" 4 "\t" 2 "\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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594 Sample-9 "\t" Tumor "\t" Asian "\t" 5 "\t" 2 "\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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595 Sample-10 "\t" Normal "\t" Asian "\t" 5 "\t" 2 "\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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596 Sample-11 "\t" Tumor "\t" Asian "\t" 6 "\t" 2 "\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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597 Sample-12 "\t" Normal "\t" Asian "\t" 6 "\t" 2 "\n"
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598
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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599 *Note: Avoid factor names that are (1) numerical, (2) contain mathematical symbols and preferebly only use letters.*
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600
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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601 Contrast
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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602 ^^^^^^^^
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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603 The contrast represents the biological question. There can be many questions asked, e.g.:
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604
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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605 - Tumor-Normal
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606 - African-European
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607 - 0.5*(Control+Placebo) / Treated
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608
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609 Installation
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610 ------------
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611
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612 This tool requires no specific configurations. The following dependencies are installed automatically:
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613
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614 - R
108
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615 - limma
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616 - edgeR
105
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617
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618 License
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619 -------
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620 - R
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621 - GPL 2 &amp; GPL 3
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622 - limma
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623 - GPL (&gt;=2)
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624 - edgeR
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625 - GPL (&gt;=2)
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626
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627 References
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628 ----------
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629
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630 EdgeR
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631 ^^^^^
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632 **[1] edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.**
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633
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634 *Mark D. Robinson, Davis J. McCarthy and Gordon K. Smyth* - Bioinformatics (2010) 26 (1): 139-140.
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635
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636 - http://www.bioconductor.org/packages/2.12/bioc/html/edgeR.html
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637 - http://dx.doi.org/10.1093/bioinformatics/btp616
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638 - http://www.bioconductor.org/packages/release/bioc/html/edgeR.html
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639
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640 Test-data (MCF7)
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641 ^^^^^^^^^^^^^^^^
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642 **[2] RNA-seq differential expression studies: more sequence or more replication?**
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643
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644 *Yuwen Liu, Jie Zhou and Kevin P. White* - Bioinformatics (2014) 30 (3): 301-304.
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645
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646 - http://www.ncbi.nlm.nih.gov/pubmed/24319002
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647 - http://dx.doi.org/10.1093/bioinformatics/btt688
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648
108
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649 @CONTACT@
105
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650 </help>
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651
108
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652 <expand macro="citations" />
105
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653 </tool>