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A simple function to read illumina iDAT files into a Bioconductor data structure
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idat2lumibatch <- function(filenames) { | |
# filenames is a character vector of iDAT filenames | |
require(illuminaio) | |
require(lumi) | |
idatlist = lapply(filenames,readIDAT) | |
exprs = sapply(idatlist,function(x) { | |
return(x$Quants$MeanBinData)}) | |
se.exprs = sapply(idatlist,function(x) { | |
return(x$Quants$DevBinData/sqrt(x$Quants$NumGoodBeadsBinData))}) | |
beadNum = sapply(idatlist,function(x) { | |
return(x$Quants$NumGoodBeadsBinData)}) | |
rownames(exprs)=rownames(se.exprs)=rownames(beadNum)=idatlist[[1]]$Quants$CodesBinData | |
colnames(exprs)=colnames(se.exprs)=colnames(beadNum)=sapply(idatlist,function(x) { | |
return(paste(x$Barcode,x$Section,sep="_"))}) | |
pd = data.frame(Sentrix=colnames(exprs)) | |
rownames(pd)=colnames(exprs) | |
lb = new("LumiBatch",exprs=exprs,se.exprs=se.exprs,beadNum=beadNum, | |
phenoData=AnnotatedDataFrame(pd)) | |
return(lb) | |
} |
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