Simpleaffy QC
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Lana Schaffer ★ 1.3k
@lana-schaffer-1056
Last seen 10.3 years ago
Hi, The plot(qc) command prints a plot of the Affy QC metrics. The GAPDH ratio is a bit confusing because the ratios range from <0 to >3. How can the GAPDH ratio be 0? Could these values represent log of the ratio? Lana Schaffer Biostatistics/Informatics The Scripps Research Institute DNA Array Core Facility La Jolla, CA 92037 (858) 784-2263 (858) 784-2994 schaffer at scripps.edu
affy affy • 1.2k views
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@saroj-k-mohapatra-3419
Last seen 10.3 years ago
Hi Lana: "GAPDH 3?:5? values are plotted as circles. According to Affymetrix they should be about 1. GAPDH values that are considered potential outliers (ratio > 1.25) are coloured red, otherwise they are blue." -- http://bioinformatics.picr.man.ac.uk/downloads/QCandSimpleaffy.pdf I think the color of the 'circle' symbol matters more than its actual position; red suggests a ratio > 1.25. The x axis labels refer to scale factor. Best, Saroj Lana Schaffer wrote: > Hi, > The plot(qc) command prints a plot of the Affy QC metrics. > The GAPDH ratio is a bit confusing because the ratios > range from <0 to >3. How can the GAPDH ratio be 0? > Could these values represent log of the ratio? > > Lana Schaffer > Biostatistics/Informatics > The Scripps Research Institute > DNA Array Core Facility > La Jolla, CA 92037 > (858) 784-2263 > (858) 784-2994 > schaffer at scripps.edu > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor > >
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Saroj, Thank you for your pdf reference. I know what is generally written about these GAPDH ratios, but the ratios from Simpleaffy have never made sense. First, these ratios are not the same as the ratios from the Affy software or from calculated Mas5.0 ratios. Second, there are not only ratios between 0 and 1, there are also negative ratios. Third, the only way this makes sense, is that these are log ratios. Lana -----Original Message----- From: Saroj K Mohapatra [mailto:saroj@vt.edu] Sent: Friday, June 12, 2009 10:03 AM To: Lana Schaffer Cc: bioconductor at stat.math.ethz.ch Subject: Re: [BioC] Simpleaffy QC Hi Lana: "GAPDH 3':5' values are plotted as circles. According to Affymetrix they should be about 1. GAPDH values that are considered potential outliers (ratio > 1.25) are coloured red, otherwise they are blue." -- http://bioinformatics.picr.man.ac.uk/downloads/QCandSimpleaffy.pdf I think the color of the 'circle' symbol matters more than its actual position; red suggests a ratio > 1.25. The x axis labels refer to scale factor. Best, Saroj Lana Schaffer wrote: > Hi, > The plot(qc) command prints a plot of the Affy QC metrics. > The GAPDH ratio is a bit confusing because the ratios range from <0 to > >3. How can the GAPDH ratio be 0? > Could these values represent log of the ratio? > > Lana Schaffer > Biostatistics/Informatics > The Scripps Research Institute > DNA Array Core Facility > La Jolla, CA 92037 > (858) 784-2263 > (858) 784-2994 > schaffer at scripps.edu > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: > http://news.gmane.org/gmane.science.biology.informatics.conductor > >
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Lana: You are right. The numbers do seem to be log-ratios. > dat=ReadAffy() > eset=mas5(dat) > myqc=qc(dat) > ratios(myqc) actin3/actin5 actin3/actinM gapdh3/gapdh5 gapdh3/gapdhM ac1.CEL 0.2878089 0.2367158 -0.2767954 -0.1206753 ac2.CEL 0.2736803 0.2636448 -0.3175412 -0.1373552 I want to check the gapdh 3/5 ratio numbers. First, I have to find out which probe sets? > gaps=exprs(eset[grep("Gapdh",featureNames(eset)),]) > gaps ac1.CEL ac2.CEL AFFX-GapdhMur/M32599_3_at 29362.31 43935.84 AFFX-GapdhMur/M32599_5_at 35572.47 54753.06 AFFX-GapdhMur/M32599_M_at 31923.99 48324.46 I calculate the ratio of 3_at against 4_at and log-transform. > log2(gaps[1,]/gaps[2,]) ac1.CEL ac2.CEL -0.2767954 -0.3175412 These numbers match with the output of ratios(myqc) third column. > sessionInfo() R version 2.8.1 (2008-12-22) x86_64-unknown-linux-gnu locale: LC_CTYPE=en_US.UTF-8;LC_NUMERIC=C;LC_TIME=en_US.UTF-8;LC_COLLATE=en_US .UTF-8;LC_MONETARY=C;LC_MESSAGES=en_US.UTF-8;LC_PAPER=en_US.UTF-8;LC_N AME=C;LC_ADDRESS=C;LC_TELEPHONE=C;LC_MEASUREMENT=en_US.UTF-8;LC_IDENTI FICATION=C attached base packages: [1] splines tools stats graphics grDevices utils datasets [8] methods base other attached packages: [1] mouse4302cdf_2.3.0 simpleaffy_2.18.0 gcrma_2.14.1 matchprobes_1.14.1 [5] genefilter_1.22.0 survival_2.34-1 affy_1.20.2 Biobase_2.2.2 loaded via a namespace (and not attached): [1] affyio_1.10.1 annotate_1.20.1 AnnotationDbi_1.4.3 [4] DBI_0.2-4 preprocessCore_1.4.0 RSQLite_0.7-1 Saroj Lana Schaffer wrote: > Saroj, > Thank you for your pdf reference. > I know what is generally written about these GAPDH ratios, but > the ratios from Simpleaffy have never made sense. > First, these ratios are not the same as the ratios from the Affy > software or from calculated Mas5.0 ratios. > Second, there are not only ratios between 0 and 1, there are also > negative ratios. > Third, the only way this makes sense, is that these are log ratios. > > Lana > > -----Original Message----- > From: Saroj K Mohapatra [mailto:saroj at vt.edu] > Sent: Friday, June 12, 2009 10:03 AM > To: Lana Schaffer > Cc: bioconductor at stat.math.ethz.ch > Subject: Re: [BioC] Simpleaffy QC > > Hi Lana: > > "GAPDH 3':5' values are plotted as circles. According to Affymetrix they > should be about 1. GAPDH values that are considered potential outliers > (ratio > 1.25) are coloured red, otherwise they are blue." -- > http://bioinformatics.picr.man.ac.uk/downloads/QCandSimpleaffy.pdf > > I think the color of the 'circle' symbol matters more than its actual > position; red suggests a ratio > 1.25. The x axis labels refer to scale > factor. > > Best, > > Saroj > > Lana Schaffer wrote: > >> Hi, >> The plot(qc) command prints a plot of the Affy QC metrics. >> The GAPDH ratio is a bit confusing because the ratios range from <0 to >> > > >>> 3. How can the GAPDH ratio be 0? >>> >> Could these values represent log of the ratio? >> >> Lana Schaffer >> Biostatistics/Informatics >> The Scripps Research Institute >> DNA Array Core Facility >> La Jolla, CA 92037 >> (858) 784-2263 >> (858) 784-2994 >> schaffer at scripps.edu >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at stat.math.ethz.ch >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: >> http://news.gmane.org/gmane.science.biology.informatics.conductor >> >> >> > > >
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