How can I do the "fdr" mutiple test correction to the GO enrichment results from "TopGO" ?
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8.9 years ago
dukecomeback ▴ 40

It seems that the multiple test for the GO enrichment result is important. However, the TopGO didn't do that, so I decide to do that by myself. The delemma looks like this: fdr correction with p.adjust() in R need the complete GO enrichment result, whereas the GenTable(,topNodes =N) in TopGO only give out the top N result. So how can I do the "fdr" mutiple test correction to the GO enrichment results from "TopGO"?

Sincerely

R • 6.3k views
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p.adjust only needs a vector of p-values which you can get from the TopGO results. Read the doc: http://www.bioconductor.org/packages/release/bioc/vignettes/topGO/inst/doc/topGO.pdf

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8.9 years ago
komal.rathi ★ 4.1k

Instead of specifying topNodes to some value N, you can get all available GO Terms using:

allGO = usedGO(object = GOdata) 
# use it in GenTable as follows:
GenTable(GOdata, ... ,topNodes = length(allGO))

Then you can go about doing your p-value adjustment.

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Thank you for all of your help. Finally, the topNodes = length(allGO) from komal.rathi helped me out.

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