Quality control on Human Affymetrix Exon microarrays
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Daniel Brewer ★ 1.9k
@daniel-brewer-1791
Last seen 10.3 years ago
Hello, I normally use affymetrix power tools to summarise Human Affymetrix Exon microarrays and do QC type stuff on the summarised data, but I have now gained access to a machine with a lot more memory and so would like to do some quality control on the probe level data. For U133 type arrays I would create an affybatch object and then apply affyPLM and affyQCreport. I read somewhere that affyWCreport does tests that aren't relevant to exon arrays, but how does one go about using affyPLM? What are other people doing for QC on exon arrays. Many thanks Dan -- ************************************************************** Daniel Brewer, Ph.D. Institute of Cancer Research Molecular Carcinogenesis Email: daniel.brewer at icr.ac.uk ************************************************************** The Institute of Cancer Research: Royal Cancer Hospital, a charitable Company Limited by Guarantee, Registered in England under Company No. 534147 with its Registered Office at 123 Old Brompton Road, London SW7 3RP. This e-mail message is confidential and for use by the a...{{dropped:2}}
GO Cancer probe affyQCReport GO Cancer probe affyQCReport • 1.1k views
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@wolfgang-huber-3550
Last seen 4 months ago
EMBL European Molecular Biology Laborat…
Hi Daniel before asking "how" it is often useful to ask "why". I.e., what aspect of "quality" do you want to assess or measure using the probe level data? Best wishes Wolfgang On Aug/2/10 12:13 PM, Daniel Brewer wrote: > Hello, > > I normally use affymetrix power tools to summarise Human Affymetrix Exon > microarrays and do QC type stuff on the summarised data, but I have now > gained access to a machine with a lot more memory and so would like to > do some quality control on the probe level data. > > For U133 type arrays I would create an affybatch object and then apply > affyPLM and affyQCreport. I read somewhere that affyWCreport does tests > that aren't relevant to exon arrays, but how does one go about using > affyPLM? > > What are other people doing for QC on exon arrays. > > Many thanks > > Dan > -- Wolfgang Huber EMBL http://www.embl.de/research/units/genome_biology/huber
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Hello Wolfgang, Well I want to do two things primarily. Firstly, look at the variation of the probes in the probeset (Fit affyplm and look at the Normalized Unscaled Standard Errors (NUSE)) and see if any of the arrays have unusually high values. Secondly, some how look at the images to see if there are any unusual artifacts (I am attempting to do this with xps with some success). Thanks Dan On 03/08/2010 9:41 PM, Wolfgang Huber wrote: > Hi Daniel > > before asking "how" it is often useful to ask "why". > I.e., what aspect of "quality" do you want to assess or measure using > the probe level data? > > Best wishes > Wolfgang > > On Aug/2/10 12:13 PM, Daniel Brewer wrote: >> Hello, >> >> I normally use affymetrix power tools to summarise Human Affymetrix Exon >> microarrays and do QC type stuff on the summarised data, but I have now >> gained access to a machine with a lot more memory and so would like to >> do some quality control on the probe level data. >> >> For U133 type arrays I would create an affybatch object and then apply >> affyPLM and affyQCreport. I read somewhere that affyWCreport does tests >> that aren't relevant to exon arrays, but how does one go about using >> affyPLM? >> >> What are other people doing for QC on exon arrays. >> >> Many thanks >> >> Dan >> > -- ************************************************************** Daniel Brewer, Ph.D. Institute of Cancer Research Molecular Carcinogenesis MUCRC 15 Cotswold Road Sutton, Surrey SM2 5NG United Kingdom Tel: +44 (0) 20 8722 4109 ************************************************************** The Institute of Cancer Research: Royal Cancer Hospital, a charitable Company Limited by Guarantee, Registered in England under Company No. 534147 with its Registered Office at 123 Old Brompton Road, London SW7 3RP. This e-mail message is confidential and for use by the a...{{dropped:2}}
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