DESeq2 "DESeqDataSetFromMatrix" function has started to give me an error
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3
Entering edit mode
alextuck ▴ 30
@alextuck-8346
Last seen 9.4 years ago
Switzerland

Hi,

Until a few weeks ago, the DESeq2 function "DESeqDataSetFromMatrix" was working fine for me. However, when I use it now, I get the error, "invalid class “DESeqDataSet” object: 'NAMES' slot must be set to NULL at all time". This can reproduced using the example dataset given on pages 5-6 of the "Analyzing RNA-Seq data with the "DESeq2" package" vignette on the DESeq2 Bioconductor page:

 

​> library("pasilla")
> library("Biobase")
> data("pasillaGenes")
> countData <- counts(pasillaGenes)
> colData <- pData(pasillaGenes)[,c("condition","type")]
> dds <- DESeqDataSetFromMatrix(countData = countData,
+                               colData = colData,
+                               design = ~ condition)
Error in validObject(.Object) :
  invalid class “DESeqDataSet” object: 'NAMES' slot must be set to NULL at all time

 

I can "fix" this by removing rownames from the countData matrix:

> rownames(countData) <- NULL
> dds2 <- DESeqDataSetFromMatrix(countData = countData,
+                               colData = colData,
+                               design = ~ condition)

 

However, now the DESeq2 function will not run on this DESeqDataSet:

> DESeq(dds2)
estimating size factors
estimating dispersions
gene-wise dispersion estimates
Error in DataFrame(...) : different row counts implied by arguments

 

Can anyone please help?

Thank you!

Alex

 

> sessionInfo()
R version 3.2.0 (2015-04-16)
Platform: x86_64-unknown-linux-gnu (64-bit)
Running under: Red Hat Enterprise Linux Server release 6.6 (Santiago)

locale:
 [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    LC_PAPER=en_US.UTF-8       LC_NAME=C                  LC_ADDRESS=C              
[10] LC_TELEPHONE=C             LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       

attached base packages:
[1] parallel  stats4    stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] pasilla_0.9.0              DESeq2_1.9.11              RcppArmadillo_0.5.200.1.0  Rcpp_0.11.6                SummarizedExperiment_0.3.0 Biobase_2.29.1             GenomicRanges_1.21.15      GenomeInfoDb_1.5.8         IRanges_2.3.12            
[10] S4Vectors_0.7.7            BiocGenerics_0.15.2       

loaded via a namespace (and not attached):
 [1] RColorBrewer_1.1-2      futile.logger_1.4.1     plyr_1.8.3              XVector_0.9.1           GenomicFeatures_1.21.13 bitops_1.0-6            futile.options_1.0.0    tools_3.2.0             zlibbioc_1.15.0         rpart_4.1-9            
[11] biomaRt_2.25.1          digest_0.6.8            annotate_1.47.0         lattice_0.20-31         RSQLite_1.0.0           gtable_0.1.2            DBI_0.3.1               proto_0.3-10            DESeq_1.21.0            gridExtra_0.9.1        
[21] genefilter_1.51.0       cluster_2.0.2           rtracklayer_1.29.11     stringr_1.0.0           Biostrings_2.37.2       locfit_1.5-9.1          nnet_7.3-9              grid_3.2.0              AnnotationDbi_1.31.17   survival_2.38-2        
[31] XML_3.98-1.2            BiocParallel_1.3.27     foreign_0.8-63          latticeExtra_0.6-26     Formula_1.2-1           geneplotter_1.47.0      ggplot2_1.0.1           reshape2_1.4.1          lambda.r_1.1.7          magrittr_1.5           
[41] splines_3.2.0           Hmisc_3.16-0            Rsamtools_1.21.10       scales_0.2.5            GenomicAlignments_1.5.9 MASS_7.3-41             xtable_1.7-4            colorspace_1.2-6        stringi_0.5-2           acepack_1.3-3.3        
[51] RCurl_1.95-4.6          munsell_0.4.2          
 
 
deseq2 error • 6.9k views
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0
Entering edit mode

it happens to me with a package I am doing when using the develop version of BioC. biocValid() is happy.

I was importing SummarizeExperiment from GenomicRanges. Now there is a new package for that class. I am relative new to BioC as developer, so still don't know what is it. Probably with the devel version of DESeq2 works. In my case, I don't know exactly the problem.

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1
Entering edit mode

hi Lorena,

Herve has helped to refactor things inside DESeq2 recently, and then I had to rewrite some internal checks last week, but since Monday or so, DESeq2 devel version has build/check without error using the new versions of SE. Can you post your code or a link to where it lives and your sessionInfo()?

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0
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thanks Mike!  didn't have this problem with DESeq2, only having problem with my package: https://github.com/lpantano/isomiRs/blob/develop/R/AllClasses.R. I will ask Herve help because is far from my knowledge. Although the package is not accepted yet. :)

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Entering edit mode

thanks Mike!  didn't have this problem with DESeq2, only having problem with my package: https://github.com/lpantano/isomiRs/blob/develop/R/AllClasses.R. I will ask Herve help because is far from my knowledge. Although the package is not accepted yet. :)

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Entering edit mode
@martin-morgan-1513
Last seen 4 months ago
United States

Try validating the version of your installed packages

BiocInstaller::biocValid()

and updating as necessary biocLite() -- several of your packages in this 'devel' installation are out of date.

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