best package for cDNA single channel microarrays
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Artur Veloso ▴ 340
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Naomi Altman ★ 6.0k
@naomi-altman-380
Last seen 3.1 years ago
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For some things you might want to do, putting a matrix of 1's in R will solve the problem. But this will not work for normalization. If the array manufacturer does not provide a normalization routine, I usually use quantile normalization which is available in limma. You probably want to look at the background correction methods, to see what might be right for your array. --Naomi At 10:33 AM 3/2/2007, Artur Veloso wrote: >Hi All, > >I am working with cDNA microarrays that were run only on one channel and I >have been trying to analyze them using the limma package. By changing the >read.maimages fucntion I was able to upload my data, but most functions >won't work with that RGList created due to the absence of a red component. > >Is there a package that is more fit for such an analyses? Am I overlooking >an important function? Any ideas on how should I get past this? > >Thanks very much and sorry for such a basic question. >Artur > > [[alternative HTML version deleted]] > >_______________________________________________ >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 Naomi S. Altman 814-865-3791 (voice) Associate Professor Dept. of Statistics 814-863-7114 (fax) Penn State University 814-865-1348 (Statistics) University Park, PA 16802-2111
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Dear Artur, you could use - vsn for background correction and normalization (it just takes a matrix of features x arrays) - genefilter or limma for the subsequent differential expression analysis, which should then not be qualitatively different from that of e.g. Affymetrix arrays Watch out for spot and batch effects though, if these are "home-made" spotted arrays. Best wishes Wolfgang ------------------------------------------------------------------ Wolfgang Huber EBI/EMBL Cambridge UK http://www.ebi.ac.uk/huber Naomi Altman wrote: > For some things you might want to do, putting a matrix of 1's in R > will solve the problem. But this will not work for > normalization. If the array manufacturer does not provide a > normalization routine, I usually use quantile normalization which is > available in limma. You probably want to look at the background > correction methods, to see what might be right for your array. > > --Naomi > > At 10:33 AM 3/2/2007, Artur Veloso wrote: >> Hi All, >> >> I am working with cDNA microarrays that were run only on one channel and I >> have been trying to analyze them using the limma package. By changing the >> read.maimages fucntion I was able to upload my data, but most functions >> won't work with that RGList created due to the absence of a red component. >> >> Is there a package that is more fit for such an analyses? Am I overlooking >> an important function? Any ideas on how should I get past this? >> >> Thanks very much and sorry for such a basic question. >> Artur >
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