parallel and GSVA
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David Iles ▴ 130
@david-iles-4487
Last seen 9.8 years ago
Hi Folks, I want to run a GSVA analysis on a set of Affymetrix hgu133plus2 arrays. To familiarise myself with the GSVA code, I worked through the example in the vignette, but encountered the following issue... > data(leukemia) > data(c2BroadSets) > library(parallel) > filtered_eset <- nsFilter(leukemia_eset, require.entrez=TRUE, remove.dupEntrez=TRUE, + var.func=IQR, var.filter=TRUE, var.cutoff=0.5, filterByQuantile=TRUE, + feature.exclude="^AFFX") > leukemia_filtered_eset <- filtered_eset$eset > leukemia_es <- gsva(leukemia_filtered_eset, c2BroadSets, min.sz=10, max.sz=500, verbose=TRUE)$es.obs Mapping identifiers between gene sets and feature names | | 0%) The process has forked and you cannot use this CoreFoundation functionality safely. You MUST exec(). Break on __THE_PROCESS_HAS_FORKED_AND_YOU_CANNOT_USE_THIS_COREFOUNDATI ON_FUNCTIONALITY___YOU_MUST_EXEC__() to debug. ....etcetcetc. The process hangs here. I get the same messages with my own data. I must have overlooked something. Any suggestions? Dr David Iles School of Biology University of Leeds Leeds LS2 9JT d.e.iles at leeds.ac.uk<mailto:d.e.iles at="" leeds.ac.uk=""> > sessionInfo() R version 2.15.2 (2012-10-26) Platform: x86_64-apple-darwin9.8.0/x86_64 (64-bit) locale: [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8 attached base packages: [1] parallel grid stats graphics grDevices utils datasets methods base other attached packages: [1] RBGL_1.34.0 BiocInstaller_1.8.3 GSVAdata_0.99.9 hgu95a.db_2.8.0 org.Hs.eg.db_2.8.0 [6] RSQLite_0.11.2 DBI_0.2-5 GSVA_1.6.1 GSEABase_1.20.1 annotate_1.36.0 [11] AnnotationDbi_1.20.3 Rgraphviz_2.2.1 graph_1.36.1 RColorBrewer_1.0-5 limma_3.14.3 [16] genefilter_1.40.0 Biobase_2.18.0 BiocGenerics_0.4.0 loaded via a namespace (and not attached): [1] IRanges_1.16.4 splines_2.15.2 stats4_2.15.2 survival_2.37-2 tools_2.15.2 XML_3.95-0.1 xtable_1.7-0
PROcess GSVA PROcess GSVA • 2.9k views
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@steve-lianoglou-2771
Last seen 21 months ago
United States
Hi, On Friday, January 11, 2013, David Iles wrote: > Hi Folks, > > I want to run a GSVA analysis on a set of Affymetrix hgu133plus2 arrays. > To familiarise myself with the GSVA code, I worked through the example in > the vignette, but encountered the following issue... > > > data(leukemia) > > data(c2BroadSets) > > library(parallel) > > filtered_eset <- nsFilter(leukemia_eset, require.entrez=TRUE, > remove.dupEntrez=TRUE, > + var.func=IQR, var.filter=TRUE, var.cutoff=0.5, > filterByQuantile=TRUE, > + feature.exclude="^AFFX") > > leukemia_filtered_eset <- filtered_eset$eset > > leukemia_es <- gsva(leukemia_filtered_eset, c2BroadSets, min.sz=10, > max.sz=500, verbose=TRUE)$es.obs > Mapping identifiers between gene sets and feature names > | > | 0%) > > The process has forked and you cannot use this CoreFoundation > functionality safely. You MUST exec(). > Break on > __THE_PROCESS_HAS_FORKED_AND_YOU_CANNOT_USE_THIS_COREFOUNDATION_FUNC TIONALITY___YOU_MUST_EXEC__() > to debug. > > ....etcetcetc. The process hangs here. > > I get the same messages with my own data. I must have overlooked > something. Any suggestions? You will unfortunately get this from time to time when you are running R through R.app on a Mac. I'm not sure if running through Rstudio would sidestep this problem (maybe yes, so give that a try first if you like to use a GUI). If that doesn't work, running through the terminal, or emacs/ESS should do the trick. HTH, -Steve > > Dr David Iles > School of Biology > University of Leeds > Leeds LS2 9JT > > d.e.iles@leeds.ac.uk <javascript:;><mailto:d.e.iles@leeds.ac.uk<javascript:;> > > > > > sessionInfo() > R version 2.15.2 (2012-10-26) > Platform: x86_64-apple-darwin9.8.0/x86_64 (64-bit) > > locale: > [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8 > > attached base packages: > [1] parallel grid stats graphics grDevices utils datasets > methods base > > other attached packages: > [1] RBGL_1.34.0 BiocInstaller_1.8.3 GSVAdata_0.99.9 > hgu95a.db_2.8.0 org.Hs.eg.db_2.8.0 > [6] RSQLite_0.11.2 DBI_0.2-5 GSVA_1.6.1 > GSEABase_1.20.1 annotate_1.36.0 > [11] AnnotationDbi_1.20.3 Rgraphviz_2.2.1 graph_1.36.1 > RColorBrewer_1.0-5 limma_3.14.3 > [16] genefilter_1.40.0 Biobase_2.18.0 BiocGenerics_0.4.0 > > loaded via a namespace (and not attached): > [1] IRanges_1.16.4 splines_2.15.2 stats4_2.15.2 survival_2.37-2 > tools_2.15.2 XML_3.95-0.1 xtable_1.7-0 > > _______________________________________________ > Bioconductor mailing list > Bioconductor@r-project.org <javascript:;> > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: > http://news.gmane.org/gmane.science.biology.informatics.conductor > -- Steve Lianoglou Graduate Student: Computational Systems Biology | Memorial Sloan-Kettering Cancer Center | Weill Medical College of Cornell University Contact Info: http://cbio.mskcc.org/~lianos/contact [[alternative HTML version deleted]]
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Robert Castelo ★ 3.4k
@rcastelo
Last seen 2 days ago
Barcelona/Universitat Pompeu Fabra
Dear David, just to discard any other issue not related to the parallel execution in your system, could you try to call the gsva() function adding the argument parallel.sz=1? does it work? cheers, robert. On 01/11/2013 01:18 PM, David Iles wrote: > Hi Folks, > > I want to run a GSVA analysis on a set of Affymetrix hgu133plus2 arrays. To familiarise myself with the GSVA code, I worked through the example in the vignette, but encountered the following issue... > >> data(leukemia) >> data(c2BroadSets) >> library(parallel) >> filtered_eset<- nsFilter(leukemia_eset, require.entrez=TRUE, remove.dupEntrez=TRUE, > + var.func=IQR, var.filter=TRUE, var.cutoff=0.5, filterByQuantile=TRUE, > + feature.exclude="^AFFX") >> leukemia_filtered_eset<- filtered_eset$eset >> leukemia_es<- gsva(leukemia_filtered_eset, c2BroadSets, min.sz=10, max.sz=500, verbose=TRUE)$es.obs > Mapping identifiers between gene sets and feature names > | | 0%) > > The process has forked and you cannot use this CoreFoundation functionality safely. You MUST exec(). > Break on __THE_PROCESS_HAS_FORKED_AND_YOU_CANNOT_USE_THIS_COREFOUNDA TION_FUNCTIONALITY___YOU_MUST_EXEC__() to debug. > > ....etcetcetc. The process hangs here. > > I get the same messages with my own data. I must have overlooked something. Any suggestions? > > Dr David Iles > School of Biology > University of Leeds > Leeds LS2 9JT > > d.e.iles at leeds.ac.uk<mailto:d.e.iles at="" leeds.ac.uk=""> > >> sessionInfo() > R version 2.15.2 (2012-10-26) > Platform: x86_64-apple-darwin9.8.0/x86_64 (64-bit) > > locale: > [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8 > > attached base packages: > [1] parallel grid stats graphics grDevices utils datasets methods base > > other attached packages: > [1] RBGL_1.34.0 BiocInstaller_1.8.3 GSVAdata_0.99.9 hgu95a.db_2.8.0 org.Hs.eg.db_2.8.0 > [6] RSQLite_0.11.2 DBI_0.2-5 GSVA_1.6.1 GSEABase_1.20.1 annotate_1.36.0 > [11] AnnotationDbi_1.20.3 Rgraphviz_2.2.1 graph_1.36.1 RColorBrewer_1.0-5 limma_3.14.3 > [16] genefilter_1.40.0 Biobase_2.18.0 BiocGenerics_0.4.0 > > loaded via a namespace (and not attached): > [1] IRanges_1.16.4 splines_2.15.2 stats4_2.15.2 survival_2.37-2 tools_2.15.2 XML_3.95-0.1 xtable_1.7-0 > > _______________________________________________ > 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 > -- Robert Castelo, PhD Associate Professor Dept. of Experimental and Health Sciences Universitat Pompeu Fabra (UPF) Barcelona Biomedical Research Park (PRBB) Dr Aiguader 88 E-08003 Barcelona, Spain telf: +34.933.160.514 fax: +34.933.160.550
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Hi Robert, Thanks for your prompt response. Yes, setting parallel.sz=1 does work. Thanks for that. I have 8 cores available, so can I set parallel.sz=8? Thanks Dave Dr David Iles School of Biology University of Leeds Leeds LS2 9JT d.e.iles at leeds.ac.uk On 11 Jan 2013, at 13:11, Robert Castelo <robert.castelo at="" upf.edu=""> wrote: > Dear David, > > just to discard any other issue not related to the parallel execution in > your system, could you try to call the gsva() function adding the > argument parallel.sz=1? does it work? > > cheers, > robert. > > On 01/11/2013 01:18 PM, David Iles wrote: >> Hi Folks, >> >> I want to run a GSVA analysis on a set of Affymetrix hgu133plus2 arrays. To familiarise myself with the GSVA code, I worked through the example in the vignette, but encountered the following issue... >> >>> data(leukemia) >>> data(c2BroadSets) >>> library(parallel) >>> filtered_eset<- nsFilter(leukemia_eset, require.entrez=TRUE, remove.dupEntrez=TRUE, >> + var.func=IQR, var.filter=TRUE, var.cutoff=0.5, filterByQuantile=TRUE, >> + feature.exclude="^AFFX") >>> leukemia_filtered_eset<- filtered_eset$eset >>> leukemia_es<- gsva(leukemia_filtered_eset, c2BroadSets, min.sz=10, max.sz=500, verbose=TRUE)$es.obs >> Mapping identifiers between gene sets and feature names >> | | 0%) >> >> The process has forked and you cannot use this CoreFoundation functionality safely. You MUST exec(). >> Break on __THE_PROCESS_HAS_FORKED_AND_YOU_CANNOT_USE_THIS_COREFOUND ATION_FUNCTIONALITY___YOU_MUST_EXEC__() to debug. >> >> ....etcetcetc. The process hangs here. >> >> I get the same messages with my own data. I must have overlooked something. Any suggestions? >> >> Dr David Iles >> School of Biology >> University of Leeds >> Leeds LS2 9JT >> >> d.e.iles at leeds.ac.uk<mailto:d.e.iles at="" leeds.ac.uk=""> >> >>> sessionInfo() >> R version 2.15.2 (2012-10-26) >> Platform: x86_64-apple-darwin9.8.0/x86_64 (64-bit) >> >> locale: >> [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8 >> >> attached base packages: >> [1] parallel grid stats graphics grDevices utils datasets methods base >> >> other attached packages: >> [1] RBGL_1.34.0 BiocInstaller_1.8.3 GSVAdata_0.99.9 hgu95a.db_2.8.0 org.Hs.eg.db_2.8.0 >> [6] RSQLite_0.11.2 DBI_0.2-5 GSVA_1.6.1 GSEABase_1.20.1 annotate_1.36.0 >> [11] AnnotationDbi_1.20.3 Rgraphviz_2.2.1 graph_1.36.1 RColorBrewer_1.0-5 limma_3.14.3 >> [16] genefilter_1.40.0 Biobase_2.18.0 BiocGenerics_0.4.0 >> >> loaded via a namespace (and not attached): >> [1] IRanges_1.16.4 splines_2.15.2 stats4_2.15.2 survival_2.37-2 tools_2.15.2 XML_3.95-0.1 xtable_1.7-0 >> >> _______________________________________________ >> 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 >> > > -- > Robert Castelo, PhD > Associate Professor > Dept. of Experimental and Health Sciences > Universitat Pompeu Fabra (UPF) > Barcelona Biomedical Research Park (PRBB) > Dr Aiguader 88 > E-08003 Barcelona, Spain > telf: +34.933.160.514 > fax: +34.933.160.550 > > _______________________________________________ > 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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hi David, ok, then it's an issue with the parallel package in this platform. you can put parallel.sz=8 but that should be in fact the default behavior raising the error. GSVA was trying to use all your processors by default and that caused the error. i work usually on linux and therefore i'd need some time to investigate this issue in mac, maybe you can try Steve's suggestion to work on the terminal window of mac? does it work that way? robert. On 01/11/2013 02:26 PM, David Iles wrote: > Hi Robert, > > Thanks for your prompt response. > > Yes, setting parallel.sz=1 does work. Thanks for that. I have 8 cores available, so can I set parallel.sz=8? > > Thanks > > Dave > > Dr David Iles > School of Biology > University of Leeds > Leeds LS2 9JT > > d.e.iles at leeds.ac.uk > > > > > > On 11 Jan 2013, at 13:11, Robert Castelo<robert.castelo at="" upf.edu=""> wrote: > >> Dear David, >> >> just to discard any other issue not related to the parallel execution in >> your system, could you try to call the gsva() function adding the >> argument parallel.sz=1? does it work? >> >> cheers, >> robert. >> >> On 01/11/2013 01:18 PM, David Iles wrote: >>> Hi Folks, >>> >>> I want to run a GSVA analysis on a set of Affymetrix hgu133plus2 arrays. To familiarise myself with the GSVA code, I worked through the example in the vignette, but encountered the following issue... >>> >>>> data(leukemia) >>>> data(c2BroadSets) >>>> library(parallel) >>>> filtered_eset<- nsFilter(leukemia_eset, require.entrez=TRUE, remove.dupEntrez=TRUE, >>> + var.func=IQR, var.filter=TRUE, var.cutoff=0.5, filterByQuantile=TRUE, >>> + feature.exclude="^AFFX") >>>> leukemia_filtered_eset<- filtered_eset$eset >>>> leukemia_es<- gsva(leukemia_filtered_eset, c2BroadSets, min.sz=10, max.sz=500, verbose=TRUE)$es.obs >>> Mapping identifiers between gene sets and feature names >>> | | 0%) >>> >>> The process has forked and you cannot use this CoreFoundation functionality safely. You MUST exec(). >>> Break on __THE_PROCESS_HAS_FORKED_AND_YOU_CANNOT_USE_THIS_COREFOUN DATION_FUNCTIONALITY___YOU_MUST_EXEC__() to debug. >>> >>> ....etcetcetc. The process hangs here. >>> >>> I get the same messages with my own data. I must have overlooked something. Any suggestions? >>> >>> Dr David Iles >>> School of Biology >>> University of Leeds >>> Leeds LS2 9JT >>> >>> d.e.iles at leeds.ac.uk<mailto:d.e.iles at="" leeds.ac.uk=""> >>> >>>> sessionInfo() >>> R version 2.15.2 (2012-10-26) >>> Platform: x86_64-apple-darwin9.8.0/x86_64 (64-bit) >>> >>> locale: >>> [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8 >>> >>> attached base packages: >>> [1] parallel grid stats graphics grDevices utils datasets methods base >>> >>> other attached packages: >>> [1] RBGL_1.34.0 BiocInstaller_1.8.3 GSVAdata_0.99.9 hgu95a.db_2.8.0 org.Hs.eg.db_2.8.0 >>> [6] RSQLite_0.11.2 DBI_0.2-5 GSVA_1.6.1 GSEABase_1.20.1 annotate_1.36.0 >>> [11] AnnotationDbi_1.20.3 Rgraphviz_2.2.1 graph_1.36.1 RColorBrewer_1.0-5 limma_3.14.3 >>> [16] genefilter_1.40.0 Biobase_2.18.0 BiocGenerics_0.4.0 >>> >>> loaded via a namespace (and not attached): >>> [1] IRanges_1.16.4 splines_2.15.2 stats4_2.15.2 survival_2.37-2 tools_2.15.2 XML_3.95-0.1 xtable_1.7-0 >>> >>> _______________________________________________ >>> 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 >>> >> >> -- >> Robert Castelo, PhD >> Associate Professor >> Dept. of Experimental and Health Sciences >> Universitat Pompeu Fabra (UPF) >> Barcelona Biomedical Research Park (PRBB) >> Dr Aiguader 88 >> E-08003 Barcelona, Spain >> telf: +34.933.160.514 >> fax: +34.933.160.550 >> >> _______________________________________________ >> 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 > > -- Robert Castelo, PhD Associate Professor Dept. of Experimental and Health Sciences Universitat Pompeu Fabra (UPF) Barcelona Biomedical Research Park (PRBB) Dr Aiguader 88 E-08003 Barcelona, Spain telf: +34.933.160.514 fax: +34.933.160.550
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Hi Robert, You appear to be correct in your assumption that there may be an issue with the GSVA package running in the R64.app GUI on a Mac. Following Steve's suggestion, the following went smoothly running R from Terminal: > leukemia_es <- gsva(leukemia_filtered_eset, c2BroadSets,min.sz=10, max.sz=500, verbose=TRUE)$es.obs Mapping identifiers between gene sets and feature names Estimating GSVA scores for 2033 gene sets. Computing observed enrichment scores Estimating ECDFs in microarray data with Gaussian kernels Using parallel with 8 cores |=================================================================== ===| 100% > Thanks for your help. Dave Dr David Iles School of Biology University of Leeds Leeds LS2 9JT d.e.iles at leeds.ac.uk > sessionInfo() R version 2.15.2 (2012-10-26) Platform: i386-apple-darwin9.8.0/i386 (32-bit) locale: [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8 attached base packages: [1] grid stats graphics grDevices utils datasets methods [8] base other attached packages: [1] Rgraphviz_2.2.1 RBGL_1.34.0 RColorBrewer_1.0-5 [4] limma_3.14.3 genefilter_1.40.0 GSVAdata_0.99.9 [7] hgu95a.db_2.8.0 org.Hs.eg.db_2.8.0 RSQLite_0.11.2 [10] DBI_0.2-5 GSVA_1.6.1 GSEABase_1.20.1 [13] graph_1.36.1 annotate_1.36.0 AnnotationDbi_1.20.3 [16] Biobase_2.18.0 BiocGenerics_0.4.0 loaded via a namespace (and not attached): [1] Heatplus_2.4.0 IRanges_1.16.4 parallel_2.15.2 splines_2.15.2 [5] stats4_2.15.2 survival_2.37-2 tools_2.15.2 XML_3.95-0.1 [9] xtable_1.7-0 > On 11 Jan 2013, at 14:29, Robert Castelo <robert.castelo at="" upf.edu=""> wrote: > hi David, > > ok, then it's an issue with the parallel package in this platform. you > can put parallel.sz=8 but that should be in fact the default behavior > raising the error. GSVA was trying to use all your processors by default > and that caused the error. > > i work usually on linux and therefore i'd need some time to investigate > this issue in mac, maybe you can try Steve's suggestion to work on the > terminal window of mac? does it work that way? > > robert. > > On 01/11/2013 02:26 PM, David Iles wrote: >> Hi Robert, >> >> Thanks for your prompt response. >> >> Yes, setting parallel.sz=1 does work. Thanks for that. I have 8 cores available, so can I set parallel.sz=8? >> >> Thanks >> >> Dave >> >> Dr David Iles >> School of Biology >> University of Leeds >> Leeds LS2 9JT >> >> d.e.iles at leeds.ac.uk >> >> >> >> >> >> On 11 Jan 2013, at 13:11, Robert Castelo<robert.castelo at="" upf.edu=""> wrote: >> >>> Dear David, >>> >>> just to discard any other issue not related to the parallel execution in >>> your system, could you try to call the gsva() function adding the >>> argument parallel.sz=1? does it work? >>> >>> cheers, >>> robert. >>> >>> On 01/11/2013 01:18 PM, David Iles wrote: >>>> Hi Folks, >>>> >>>> I want to run a GSVA analysis on a set of Affymetrix hgu133plus2 arrays. To familiarise myself with the GSVA code, I worked through the example in the vignette, but encountered the following issue... >>>> >>>>> data(leukemia) >>>>> data(c2BroadSets) >>>>> library(parallel) >>>>> filtered_eset<- nsFilter(leukemia_eset, require.entrez=TRUE, remove.dupEntrez=TRUE, >>>> + var.func=IQR, var.filter=TRUE, var.cutoff=0.5, filterByQuantile=TRUE, >>>> + feature.exclude="^AFFX") >>>>> leukemia_filtered_eset<- filtered_eset$eset >>>>> leukemia_es<- gsva(leukemia_filtered_eset, c2BroadSets, min.sz=10, max.sz=500, verbose=TRUE)$es.obs >>>> Mapping identifiers between gene sets and feature names >>>> | | 0%) >>>> >>>> The process has forked and you cannot use this CoreFoundation functionality safely. You MUST exec(). >>>> Break on __THE_PROCESS_HAS_FORKED_AND_YOU_CANNOT_USE_THIS_COREFOU NDATION_FUNCTIONALITY___YOU_MUST_EXEC__() to debug. >>>> >>>> ....etcetcetc. The process hangs here. >>>> >>>> I get the same messages with my own data. I must have overlooked something. Any suggestions? >>>> >>>> Dr David Iles >>>> School of Biology >>>> University of Leeds >>>> Leeds LS2 9JT >>>> >>>> d.e.iles at leeds.ac.uk<mailto:d.e.iles at="" leeds.ac.uk=""> >>>> >>>>> sessionInfo() >>>> R version 2.15.2 (2012-10-26) >>>> Platform: x86_64-apple-darwin9.8.0/x86_64 (64-bit) >>>> >>>> locale: >>>> [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8 >>>> >>>> attached base packages: >>>> [1] parallel grid stats graphics grDevices utils datasets methods base >>>> >>>> other attached packages: >>>> [1] RBGL_1.34.0 BiocInstaller_1.8.3 GSVAdata_0.99.9 hgu95a.db_2.8.0 org.Hs.eg.db_2.8.0 >>>> [6] RSQLite_0.11.2 DBI_0.2-5 GSVA_1.6.1 GSEABase_1.20.1 annotate_1.36.0 >>>> [11] AnnotationDbi_1.20.3 Rgraphviz_2.2.1 graph_1.36.1 RColorBrewer_1.0-5 limma_3.14.3 >>>> [16] genefilter_1.40.0 Biobase_2.18.0 BiocGenerics_0.4.0 >>>> >>>> loaded via a namespace (and not attached): >>>> [1] IRanges_1.16.4 splines_2.15.2 stats4_2.15.2 survival_2.37-2 tools_2.15.2 XML_3.95-0.1 xtable_1.7-0 >>>> >>>> _______________________________________________ >>>> 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 >>>> >>> >>> -- >>> Robert Castelo, PhD >>> Associate Professor >>> Dept. of Experimental and Health Sciences >>> Universitat Pompeu Fabra (UPF) >>> Barcelona Biomedical Research Park (PRBB) >>> Dr Aiguader 88 >>> E-08003 Barcelona, Spain >>> telf: +34.933.160.514 >>> fax: +34.933.160.550 >>> >>> _______________________________________________ >>> 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 >> >> > > -- > Robert Castelo, PhD > Associate Professor > Dept. of Experimental and Health Sciences > Universitat Pompeu Fabra (UPF) > Barcelona Biomedical Research Park (PRBB) > Dr Aiguader 88 > E-08003 Barcelona, Spain > telf: +34.933.160.514 > fax: +34.933.160.550
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