how to deal with multiple probes, control probes and probes with no ENTREX gene identifiers
Dear All,
In microarray analysis, we have the following problems, namely
- Probes that do not have ENTREZ gene identifiers
- Set of probes that map to the same ENTREZ gene id
- Probes that are annotated as Affymetrix control probes, i.e. "AFFX-"
How should we deal with this probe? Is there a paper/book/software addressing this matter? Will the statistics and gene enrichment analysis be affected if you do not remove the above probes.
Thank you
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1 answer
I might suggest that you read this paper: Strategies for aggregating gene expression data: The collapseRows R function
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