[BioC] Reading Affy CEL files
Ranjani R [guest]
guest at bioconductor.org
Fri May 31 18:53:41 CEST 2013
I am a newbie to Affy. Thanks for your help.
I am processing CEL files through R (Affy package) and am having some basic issues that I am not finding satisfactory answers to (have googled).
The chip used is hugene11stv1. I also am using the hugene11stprobeset.db to try to do probeset â> Symbol translation.
Essentially, I want to create a file with gene expression data, with genes * samples as my final matrix.
Code:
setwd(wDir);
Data <- ReadAffy();
eset <- rma(Data);
write.exprs(eset,file="geneExpData.txt", sep="\t", quote = F);
When I analyze the file written, I see that the number of columns is as I expect(number samples) but there are 33,297 genes.
Please help me understand a few fundamental aspects here:
1. I tried translating these Affy IDs to gene symbols to see if that would make my analysis easier.
Here are some things I tried
Try 1:
symbols <- getSYMBOL(as.character(expr.matrix[,1]), "hugene11stprobeset"); â> Not quite working. Only ~175 of the probeset IDs are getting translated.
Try 2:
symbs <- mget(featureNames(eset), hugene11stprobesetSYMBOL, ifnotfound =NA);
symbs <- unlist(symbs)
mat <- eset; # make a copy
featureNames(mat) <- ifelse(!is.na(symbs), symbs, featureNames(mat))
Many NAs.
Can you please help me understand what is happening here.
-- output of sessionInfo():
R version 2.15.3 (2013-03-01)
Platform: x86_64-unknown-linux-gnu (64-bit)
locale:
[1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
[3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
[5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
[7] LC_PAPER=C LC_NAME=C
[9] LC_ADDRESS=C LC_TELEPHONE=C
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] hugene11stv1cdf_2.3.0 affy_1.36.1 Biobase_2.18.0
[4] BiocGenerics_0.4.0
loaded via a namespace (and not attached):
[1] affyio_1.26.0 BiocInstaller_1.8.3 preprocessCore_1.20.0
[4] tools_2.15.3 zlibbioc_1.4.0
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