limma Composite Normalisation & Plotting
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Jason Skelton ▴ 510
@jason-skelton-135
Last seen 10.3 years ago
Hi All (using R 1.8.0, limma 1.5.1) I'm slightly confused with the composite normalisation which I'm guessing you can only use for positive controls ? looking at Message: 3 Date: Thu, 21 Aug 2003 22:04:19 -0400 From: paul.boutros@utoronto.ca Subject: [BioC] limma: normalizeWithinArrays using composite method To: bioconductor@stat.math.ethz.ch Message-ID: <1061517859.3f457a23caac6@webmail.utoronto.ca> Content-Type: text/plain; charset=US-ASCII I've had the same problem: >MA.within <- normalizeWithinArrays(RG, layout, method="composite"); Error in predLoess(object$y, object$x, newx, object$s, object$weights, : NA/NaN/Inf in foreign function call (arg 3) I've changed the GAL file to include the word CONTROL(in ID column) next to any controls I have on my array which seems to work when I use: nwaEXAMPLE <- normalizeWithinArrays(GENEPIXRG, LAYOUT,method="composite", controlspots=TRUE) Is this correct ? Looking at the code & user guide I'm still confused as to how limma is picking up "Control spots" for composite normalization from GAL file or elsewhere ? The arguments describe for normalizeWithinArrays as: controlspots numeric or logical vector specifying the subset of spots which are non-differentially expressed control spots, for use with method="composite" Could someone show me an example of both a numeric & logical vector ? ALSO When using controlStatus for RGlist & MAlist plots Can you specify during plotMA(RG) where you want the legend to go ? using locator() to get appropriate co-ordinates ? OR would I have to plot the same information by the generic plot() function and then use legend(x,y, legend) ? If so how can I then specify the legend used in the original plotMA ? & obtain the status colours specified in that plot Hope that all make sense thanks for any help Jason -- -------------------------------- Jason Skelton Pathogen Microarrays Wellcome Trust Sanger Institute Hinxton Cambridge CB10 1SA Tel +44(0)1223 834244 Ext 7123 Fax +44(0)1223 494919
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@gordon-smyth
Last seen 16 hours ago
WEHI, Melbourne, Australia
At 05:26 AM 5/03/2004, Jason Skelton wrote: >Hi All > >(using R 1.8.0, limma 1.5.1) >I'm slightly confused with the composite normalisation >which I'm guessing you can only use for positive controls ? The controls must span nearly the complete range of intensities. The "composite" normalization option implements the method of Yang, Dudoit, Luu, Lin, Peng, Ngai, (2002) which is cited in the help file. We don't actually recommend composite normalization any more. It is usually preferable I think to simply up-weight the control spots in the normalization step, i.e., a simple use of the weights function. See the modifyWeights() function. >looking at > >Message: 3 >Date: Thu, 21 Aug 2003 22:04:19 -0400 >From: paul.boutros@utoronto.ca >Subject: [BioC] limma: normalizeWithinArrays using composite method >To: bioconductor@stat.math.ethz.ch >Message-ID: <1061517859.3f457a23caac6@webmail.utoronto.ca> >Content-Type: text/plain; charset=US-ASCII > >I've had the same problem: > > >MA.within <- normalizeWithinArrays(RG, layout, method="composite"); You have to specify the 'controlspots' argument. Composite normalization is meaningless without it! >Error in predLoess(object$y, object$x, newx, object$s, object$weights, : > NA/NaN/Inf in foreign function call (arg 3) > > >I've changed the GAL file to include the word CONTROL(in ID column) >next to any controls I have on my array which seems to work when I use: > >nwaEXAMPLE <- normalizeWithinArrays(GENEPIXRG, LAYOUT,method="composite", >controlspots=TRUE) > >Is this correct ? No. 'controlspots' needs to be a logical vector of the same length as the number of spots on your arrays, with TRUE for control spots and FALSE otherwise. Or else it can be a vector containing the row numbers of the control spots. If you follow the cited paper by Smyth and Speed (2003) you will see a worked example of composite normalization. >Looking at the code & user guide I'm still confused as to how limma is >picking up "Control spots" for composite normalization from GAL file or >elsewhere ? > >The arguments describe for normalizeWithinArrays as: >controlspots numeric or logical vector specifying the subset of spots >which are non-differentially expressed control spots, for use with >method="composite" > >Could someone show me an example of both a numeric & logical vector ? Numeric: c(2,2.1,5) Logical: c(TRUE, FALSE) You could always type ?numeric and ?logical to get help. >ALSO > >When using controlStatus for RGlist & MAlist plots >Can you specify during plotMA(RG) where you want the legend to go ? > >using locator() to get appropriate co-ordinates ? No, but you can use the 'xlim' argument to increase the space for the legend. Gordon >OR would I have to plot the same information by the generic plot() >function and then use legend(x,y, legend) ? > >If so how can I then specify the legend used in the original plotMA ? >& obtain the status colours specified in that plot > >Hope that all make sense > > >thanks for any help > > >Jason > >-- >-------------------------------- >Jason Skelton >Pathogen Microarrays >Wellcome Trust Sanger Institute >Hinxton >Cambridge >CB10 1SA > >Tel +44(0)1223 834244 Ext 7123 >Fax +44(0)1223 494919
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