view EBIsoformMultiCondTest.R @ 27:fdbabf28d095 draft

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author ning
date Mon, 16 Jun 2014 16:16:43 -0400
parents c20070b11b55
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sink(file="/tmp/none")
sink("/dev/null")
options(warn=-1)
options(echo=F) 

invisible("EBSeq")
suppressMessages(library("EBSeq"))

args <- commandArgs(trailingOnly = T)
inputfile <- args[1]
WhetherSampleName <- args[2]
CondIn <- args[3]
PatternFile <- args[5]
Ig.file <- args[4]
outputfile <- args[6]
MAP.out<-args[7]
Sizesout <-args[8]

#write.table(args,file=outputfile,quote=F,col.names=T,row.names=T,sep = "\t")


Conditions=strsplit(CondIn,split=",")[[1]]
if(WhetherSampleName=="y"){
	ReadIn=read.table(inputfile,stringsAsFactors=F,header=T, sep="\t")
	Names=names(ReadIn)[-1]
	}
if(WhetherSampleName=="n"){
	ReadIn=read.table(inputfile,stringsAsFactors=F,header=F, sep="\t")
	Names=paste0("S",1:length(Conditions))
}

PatternIn=read.table(PatternFile,stringsAsFactors=F,header=T,sep="\t")
IgVIn=read.table(Ig.file,stringsAsFactors=F,header=F,sep="\t")
IgV=IgVIn[[1]]

if(class(ReadIn[[1]])=="character"){
	GeneMat=do.call(cbind,ReadIn[-1])
	rownames(GeneMat)=ReadIn[[1]]
	colnames(GeneMat)=Names
}
if(class(ReadIn[[1]])=="numeric"){
	GeneMat=data.matrix(ReadIn)
	colnames(GeneMat)=Names
	}

Patterns=data.matrix(PatternIn)

Sizes=MedianNorm(GeneMat)
#write.table(Conditions,file=outputfile,quote=F,col.names=T,row.names=T,sep = "\t")
EBOut=EBMultiTest(Data=GeneMat,NgVector=IgV,Conditions=as.factor(Conditions),
			AllParti=Patterns,sizeFactors=Sizes, maxround=5)
PPout=GetMultiPP(EBOut)
MultiPP=PPout$PP
MultiMAP=PPout$MAP
Data.norm=round(GetNormalizedMat(GeneMat, Sizes),2)

Mat=cbind(MultiMAP,Data.norm[names(MultiMAP),])

colnames(Mat)=
c("MAP",Names)
options(warn=-1)

write.table(round(MultiPP,2),file=outputfile,quote=F,col.names=T,row.names=T,sep = "\t")
write.table(Mat,file=MAP.out ,quote=F,col.names=T,row.names=T,sep = "\t")
write.table(Sizes,file=Sizesout,quote=F,col.names=F,row.names=F,sep = "\t")