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11
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1 sink(file="/tmp/none")
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2 sink("/dev/null")
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3 options(warn=-1)
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4 options(echo=F)
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5
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6 invisible("EBSeq")
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7 suppressMessages(library("EBSeq"))
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8
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9 args <- commandArgs(trailingOnly = T)
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10 inputfile <- args[1]
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11 WhetherSampleName <- args[2]
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12 CondIn <- args[3]
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13 FDR <- args[4]
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14 outputfile <- args[5]
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15 Sort.out<-args[6]
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16 Sort.out.FDR <-args[7]
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17 Sizesout <-args[8]
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18
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19 Conditions=strsplit(CondIn,split=",")[[1]]
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20
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21 if(WhetherSampleName=="y"){
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22 ReadIn=read.table(inputfile,stringsAsFactors=F,header=T,sep="\t")
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23 Names=names(ReadIn)[-1]
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24 }
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25 if(WhetherSampleName=="n"){
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26 ReadIn=read.table(inputfile,stringsAsFactors=F,header=F,sep="\t")
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27 Names=paste0("S",1:length(Conditions))
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28 }
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29
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30 if(class(ReadIn[[1]])=="character"){
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31 GeneMat=do.call(cbind,ReadIn[-1])
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32 rownames(GeneMat)=ReadIn[[1]]
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33 colnames(GeneMat)=Names
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34 }
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35 if(class(ReadIn[[1]])=="numeric"){
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36 GeneMat=data.matrix(ReadIn)
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37 colnames(GeneMat)=Names
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38 }
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39
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40
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41 Sizes=MedianNorm(GeneMat)
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42 EBOut=EBTest(Data=GeneMat,Conditions=as.factor(Conditions),sizeFactors=Sizes, maxround=5)
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43 PP=GetPP(EBOut)
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44 PP.sort=sort(PP,decreasing=T)
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45 PP.sort.FDR=PP.sort[which(PP.sort>=1-as.numeric(FDR))]
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46
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47 Data.norm=GetNormalizedMat(GeneMat, Sizes)
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48 FC=PostFC(EBOut)
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49 realFC=FC[[2]]
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50 postFC=FC[[1]]
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51
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52 Mat=cbind(PP, realFC[names(PP)], postFC[names(PP)],Data.norm[names(PP),])
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53 Mat.sort=cbind(PP.sort, realFC[names(PP.sort)], postFC[names(PP.sort)],Data.norm[names(PP.sort),])
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54
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55
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56 if(length(PP.sort.FDR)>1)Mat.sort.FDR=cbind(PP.sort.FDR, realFC[names(PP.sort.FDR)], postFC[names(PP.sort.FDR)],Data.norm[names(PP.sort.FDR),])
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57
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58 if(length(PP.sort.FDR)==1)Mat.sort.FDR=matrix(
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59 c(PP.sort.FDR, realFC[names(PP.sort.FDR)], postFC[names(PP.sort.FDR)],Data.norm[names(PP.sort.FDR),])
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60 ,nrow=1)
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61
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62 colnames(Mat)=colnames(Mat.sort)=
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63 c("PPDE","RealFC","PosteriorFC",colnames(Data.norm))
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64 if(length(PP.sort.FDR)>0)colnames(Mat.sort.FDR)=
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65 c("PPDE","RealFC","PosteriorFC",colnames(Data.norm))
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66
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67 write.table(round(Mat,2),file=outputfile,quote=F,col.names=T,row.names=T,sep = "\t")
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68 write.table(round(Mat.sort,2),file=Sort.out ,quote=F,col.names=T,row.names=T,sep = "\t")
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69 if(length(PP.sort.FDR)>0)write.table(round(Mat.sort.FDR,2),file=Sort.out.FDR,quote=F,col.names=T,row.names=T,sep = "\t")
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70 write.table(Sizes,file=Sizesout,quote=F,col.names=F,row.names=F,sep = "\t")
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71
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