Question: Microarray Probesets Quality Control - Why exclude non-autosomal probesets?
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gravatar for Volka
4 months ago by
Volka30
Volka30 wrote:

Hi all, I am currently learning a pipeline for quality control of Affymetrix GeneChip data, and one of the steps in quality control of the probesets involves excluding any probesets that probes for genes not on autosomes, that is chromosome X, Y and such. Why is it that we do not want these probesets?

ADD COMMENTlink modified 4 months ago by Devon Ryan85k • written 4 months ago by Volka30

And what do you call that pipeline? is it published ? Please share additional details else it's very difficult to answer such questions!

ADD REPLYlink written 4 months ago by Vijay Lakhujani3.1k

Hi there, thanks for the reply. I'm not sure if the pipeline has a name but I think it is quite standard. I have been looking at a few papers for microarray data processing using RMA, and here is one (http://www.pnas.org/content/pnas/suppl/2014/09/05/1402665111.DCSupplemental/pnas.1402665111.sapp.pdf) where they only kept probesets that were mapped to autosomes. Another one on the GEO also does the same (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1218099). I'm wondering why do they only keep autosomal probesets?

ADD REPLYlink modified 4 months ago • written 4 months ago by Volka30
4
gravatar for Devon Ryan
4 months ago by
Devon Ryan85k
Freiburg, Germany
Devon Ryan85k wrote:

Non-autosomal chromosomes are excluded from many types of analyses (not just this type of microarray QC) due to the expected difference in copy number both with other chromosomes and other samples due to gender. Generally during normalization we want to make signal distributions as comparable as possible and including these would confound that. Typically these chromosomes are included later on in the analysis (though I've seen many people excluding them for variant calling, also for related reasons).

ADD COMMENTlink modified 4 months ago • written 4 months ago by Devon Ryan85k
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