

Jung,

This issue is covered in Section 7 of gage vignette as
below: 

Expression data have multiple probesets (as in Affymetrix
GeneChip Data) for asingle gene, but gene set analysis requires one entry per
gene. You may pick up the most differentially expressed probeset for a gene and
discard the rest, or process the raw intensity data using customized probe set
definition (CDF file), where probes are re-mapped on a gene by gene base. Check
the Methods section of GAGE paper for details.

Weijun Luo

--- On Thu, 3/1/12, Javerjung Sandhu <jsandhu@bcgsc.ca> wrote:

From: Javerjung Sandhu <jsandhu@bcgsc.ca>
Subject: GAGE Package: Problem with probeset IDs conversion to Gene names or vice versa
To: "bioconductor@r-project.org" <bioconductor@r-project.org>
Cc: "luo_weijun@yahoo.com" <luo_weijun@yahoo.com>
Date: Thursday, March 1, 2012, 9:51 PM


 





Dear list,

I have gene expression data with probeset IDs & gene set data with gene names. So both gene set and expression data are not using the same gene ID system. Both gene set and expression data should use the same GENE
 ID system which is a requirement of the GAGE analysis.
So the problem is that if i convert the Probeset IDs to gene name, i get a single gene name for multiple probes. So the expression data will now have multiple rows with same gene name. IS THIS VALID IN GAGE? How the
 GAGE package tackles this problem? GSEA can address this problem but how GAGE does it &
If i convert the gene names in gene set to probeset IDs then the problem is WHICH probeset ID should i choose if multiple probeset IDs are associated with that gene.
Thanks,
Jung






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