PLIER affinities
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@jeremy-gollub-790
Last seen 10.2 years ago
Hi, All - I'm confused by the affinities returned by justPlier (from the plier package). My understanding is that the PLIER algorithm is supposed to produce a single affinity per PM/MM probe pair, across the entire set of arrays analyzed. However, justPlier() returns the values in a matrix of dimensions <# of probe pairs> X <# of chips> - e.g, 175,477 X 18, for 18 RAE230A arrays. The column names of this matrix are the names of the samples/arrays; the row names are the probe set names, repeated (apparently) once for each probe pair in the set (i.e., there are 11 rows with the name 1367452_at). Upon closer inspection, the matrix contains only 175,407 non-zero values, which would be consistent with a single value per probe pair. All columns contain some non-zero values, approximately 15,923 (one per probe set) in the first 11 columns, and 36 in the other 7 (perhaps due to control probe sets with more probes). All rows below 15,924 contain only zeros. Do I misunderstand? Or should the affinities in fact be a one- dimensional vector with one value per probe pair, making this an error in the way justPlier(), or the C++ code, return the values? SessionInfo() output below. Thanks, - Jeremy > sessionInfo() R version 2.1.1, 2005-06-20, i386-pc-mingw32 attached base packages: [1] "tools" "methods" "stats" "graphics" "grDevices" "utils" "datasets" [8] "base" other attached packages: rae230acdf plier affy reposTools Biobase "1.5.1" "1.0.0" "1.6.7" "1.5.19" "1.5.12" -- Jeremy Gollub, Ph.D. jgollub at genome.stanford.edu
rae230a cdf probe reposTools affy plier rae230a cdf probe reposTools affy plier • 960 views
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@james-w-macdonald-5106
Last seen 1 day ago
United States
Jeremy Gollub wrote: > Hi, All - > > I'm confused by the affinities returned by justPlier (from the plier > package). My understanding is that the PLIER algorithm is supposed to > produce a single affinity per PM/MM probe pair, across the entire set of > arrays analyzed. However, justPlier() returns the values in a matrix of > dimensions <# of probe pairs> X <# of chips> - e.g, 175,477 X 18, for > 18 RAE230A arrays. The column names of this matrix are the names of the > samples/arrays; the row names are the probe set names, repeated > (apparently) once for each probe pair in the set (i.e., there are 11 rows > with the name 1367452_at). > > Upon closer inspection, the matrix contains only 175,407 non-zero values, > which would be consistent with a single value per probe pair. All columns > contain some non-zero values, approximately 15,923 (one per probe set) in > the first 11 columns, and 36 in the other 7 (perhaps due to control probe > sets with more probes). All rows below 15,924 contain only zeros. > > Do I misunderstand? Or should the affinities in fact be a one- dimensional > vector with one value per probe pair, making this an error in the way > justPlier(), or the C++ code, return the values? You are correct; justPlier should return only one value per probeset. You might try upgrading to R-2.2.0 and BioC 1.7 - justPlier() works as expected for me with the updated versions. Best, Jim > > SessionInfo() output below. > > Thanks, > > - Jeremy > > >>sessionInfo() > > R version 2.1.1, 2005-06-20, i386-pc-mingw32 > > attached base packages: > [1] > "tools" "methods" "stats" "graphics" "grDevices" "utils" "datasets" > [8] "base" > > other attached packages: > rae230acdf plier affy reposTools Biobase > "1.5.1" "1.0.0" "1.6.7" "1.5.19" "1.5.12" > > -- > Jeremy Gollub, Ph.D. > jgollub at genome.stanford.edu > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor -- James W. MacDonald Affymetrix and cDNA Microarray Core University of Michigan Cancer Center 1500 E. Medical Center Drive 7410 CCGC Ann Arbor MI 48109 734-647-5623
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