[BioC] DESeq analysis
narges [guest]
guest at bioconductor.org
Tue Jun 26 18:17:05 CEST 2012
Hi all
I am doing some RNA seq analysis with DESeq. I have applied the nbinomTest to my dataset which I know have many differentially expressed genes but the first problem is that the result values for "padj"column is almost NA and sometimes 1. and when I want to have a splice from my fata frame the result is not meaningful for me.
-- output of sessionInfo():
res <- nbinomTest(cds, "Male", "Female")
> head(res)
id baseMean baseMeanA baseMeanB foldChange log2FoldChange
1 ENSG00000000003 0.1130534 0.000000 0.2261067 Inf Inf
2 ENSG00000000005 0.0000000 0.000000 0.0000000 NaN NaN
3 ENSG00000000419 14.3767155 17.162610 11.5908205 0.6753530 -0.5662863
4 ENSG00000000457 17.0174761 15.342800 18.6921526 1.2183013 0.2848710
5 ENSG00000000460 3.9414822 2.855099 5.0278659 1.7610131 0.8164056
6 ENSG00000000938 16.0894945 18.350117 13.8288718 0.7536122 -0.4081058
pval padj
1 0.9959638 1
2 NA NA
3 0.3208560 1
4 0.5942512 1
5 0.4840607 1
6 0.5409953 1
> res1 <- res[res$padj<0.1,]
> head(res1)
id baseMean baseMeanA baseMeanB foldChange log2FoldChange pval padj
NA <NA> NA NA NA NA NA NA NA
NA.1 <NA> NA NA NA NA NA NA NA
NA.2 <NA> NA NA NA NA NA NA NA
NA.3 <NA> NA NA NA NA NA NA NA
NA.4 <NA> NA NA NA NA NA NA NA
NA.5 <NA> NA NA NA NA NA NA NA
my first question is that why although I know there are some differentially expressed genes in the my data, all the padj values are NA or 1 and the second question is this "NA.1" , "NA.2", ..... which are emerged as the first column of object "res1"instead of name of genes
Thank you so much
Regards
--
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