DESeq2 dispersion estimate gets stuck
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@carl-herrmann-6485
Last seen 10.3 years ago
Hi, I am analysing a patient dataset for diff. expression with DESeq2 (v 1.2.10). We have several patients, and for each patient we have several samples. I am running this analysis on different combinations of samples. My design has two factors : patient (multilevel) and a second factor (proliferation, true/false) so : design ~ patient + proliferation I am interested in diff. expression depending on the proliferation only (second factor). On some combinations, the gene dispersion estimation step (estimateDispersion) gets stuck at the gene-wise dispersion estimate. I let it run for several hours, and eventually killed the job. When reducing the number of iterations to 10, it gets stuck. Same problem with version DESeq2 v 1.4.0 Strangely, this happens when including samples that, when included in other combinations, run just fine. So this does not seem to be a problem of the dataset itself. I am not sure whether this is enough to get a hint on where the problem might come from, so please tell me whether I should provide additional information. Thanks for your help ! Carl -- ------------------------------------------------------------------ C a r l H E R R M A N N ------------------------------------------------------------------ Institut f?r Pharmazie und Molekulare Biotechnologie Universit?t Heidelberg DKFZ Heidelberg - Department of Theoretical Bioinformatics Im Neuenheimer Feld 580 D-69120 Heidelberg tel.: +49 (0) 6221 42-3612 email : c.herrmann at dkfz.de web: http://biologie.univ-mrs.fr/carlherrmann
DESeq2 DESeq2 • 1.3k views
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@mikelove
Last seen 15 hours ago
United States
hi Carl, Thanks for reporting this. I had one user report such a hang for version 1.2, and had implemented a fix for this in version 1.4, so I'm not sure about this one. I could look into this if you could email me off list a small example. Is it possible to find a small subset of rows which produce the hang? ddssub <- dds[1:100,] ddssub <- estimateDispersions(ddssub) And then to remove any identifying information, colData(ddssub) <- colData(ddssub)[, c("patient","proliferation") ] levels(ddssub$patient) <- letters[ 1:nlevels(ddssub$patient) ] Mike On Fri, May 9, 2014 at 7:51 AM, Carl Herrmann <c.herrmann at="" dkfz-heidelberg.de=""> wrote: > Hi, > > I am analysing a patient dataset for diff. expression with DESeq2 (v > 1.2.10). > > We have several patients, and for each patient we have several samples. > I am running this analysis on different combinations of samples. > > My design has two factors : patient (multilevel) and a second factor > (proliferation, true/false) > so : design ~ patient + proliferation > > I am interested in diff. expression depending on the proliferation only > (second factor). > > On some combinations, the gene dispersion estimation step > (estimateDispersion) gets stuck at the gene-wise dispersion estimate. > I let it run for several hours, and eventually killed the job. > > When reducing the number of iterations to 10, it gets stuck. Same problem > with version DESeq2 v 1.4.0 > > Strangely, this happens when including samples that, when included in other > combinations, run just fine. > So this does not seem to be a problem of the dataset itself. > > I am not sure whether this is enough to get a hint on where the problem > might come from, so please tell me whether I should provide additional > information. > > Thanks for your help ! > > Carl > > -- > ------------------------------------------------------------------ > C a r l H E R R M A N N > ------------------------------------------------------------------ > Institut f?r Pharmazie und Molekulare Biotechnologie > Universit?t Heidelberg > DKFZ Heidelberg - Department of Theoretical Bioinformatics > Im Neuenheimer Feld 580 > D-69120 Heidelberg > tel.: +49 (0) 6221 42-3612 > email : c.herrmann at dkfz.de > web: http://biologie.univ-mrs.fr/carlherrmann > > _______________________________________________ > Bioconductor mailing list > Bioconductor at r-project.org > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: > http://news.gmane.org/gmane.science.biology.informatics.conductor
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Just for users who end up on this thread through search: updating to DESeq2 v1.4.5 clears up this hang. Mike On Sat, May 10, 2014 at 8:19 AM, Michael Love <michaelisaiahlove at="" gmail.com=""> wrote: > hi Carl, > > Thanks for reporting this. I had one user report such a hang for > version 1.2, and had implemented a fix for this in version 1.4, so I'm > not sure about this one. I could look into this if you could email me > off list a small example. Is it possible to find a small subset of > rows which produce the hang? > > ddssub <- dds[1:100,] > ddssub <- estimateDispersions(ddssub) > > And then to remove any identifying information, > > colData(ddssub) <- colData(ddssub)[, c("patient","proliferation") ] > levels(ddssub$patient) <- letters[ 1:nlevels(ddssub$patient) ] > > Mike > > On Fri, May 9, 2014 at 7:51 AM, Carl Herrmann > <c.herrmann at="" dkfz-heidelberg.de=""> wrote: >> Hi, >> >> I am analysing a patient dataset for diff. expression with DESeq2 (v >> 1.2.10). >> >> We have several patients, and for each patient we have several samples. >> I am running this analysis on different combinations of samples. >> >> My design has two factors : patient (multilevel) and a second factor >> (proliferation, true/false) >> so : design ~ patient + proliferation >> >> I am interested in diff. expression depending on the proliferation only >> (second factor). >> >> On some combinations, the gene dispersion estimation step >> (estimateDispersion) gets stuck at the gene-wise dispersion estimate. >> I let it run for several hours, and eventually killed the job. >> >> When reducing the number of iterations to 10, it gets stuck. Same problem >> with version DESeq2 v 1.4.0 >> >> Strangely, this happens when including samples that, when included in other >> combinations, run just fine. >> So this does not seem to be a problem of the dataset itself. >> >> I am not sure whether this is enough to get a hint on where the problem >> might come from, so please tell me whether I should provide additional >> information. >> >> Thanks for your help ! >> >> Carl >> >> -- >> ------------------------------------------------------------------ >> C a r l H E R R M A N N >> ------------------------------------------------------------------ >> Institut f?r Pharmazie und Molekulare Biotechnologie >> Universit?t Heidelberg >> DKFZ Heidelberg - Department of Theoretical Bioinformatics >> Im Neuenheimer Feld 580 >> D-69120 Heidelberg >> tel.: +49 (0) 6221 42-3612 >> email : c.herrmann at dkfz.de >> web: http://biologie.univ-mrs.fr/carlherrmann >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at r-project.org >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: >> http://news.gmane.org/gmane.science.biology.informatics.conductor
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