Dear Michael,
I noticed a very small type in the Time Course section of the RNA-Workflow (http://bioconductor.org/packages/release/workflows/vignettes/rnaseqGene/inst/doc/rnaseqGene.html#time-course-experiments). The 7th code part shows
res30 <- results(ddsTC, name="strainmut.minute30", test="Wald")
res30[which.min(resTC$padj),]
I think it should be which.min(res30$padj) and not resTC
Now to my question. The vignette suggest to use alpha and filterFun=ihw for the results() function (e.g. when I do a comparison A vs B). Is this recommend for the time course as well? because these options are not mentioned in time course part of the vignette.
For the next I use the chunks and parts of the fission data set because my design is identical. I know that
res30_w <- results(ddsTC, name = "strainmut.minute30", alpha = 0.1, test = 'Wald')
will provide me with Mut vs WT at a time point 15, controlling for any difference that existed for that Mut compared to WT at time 0h. And thats what we are interested in. But we are also interested in genes that change up to a certain timepoint. But
ddsTC <- DESeqDataSet(fission, ~ strain + minute + strain:minute)
ddsTC <- DESeq(ddsTC, test="LRT", reduced = ~ strain + minute)
resTC <- results(ddsTC)
will only provide me with a list of DEGs over all timepoints. Is it possible to get DEGs up to e.g. minute 30 or minute 60?
If I run
res30 <- results(ddsTC, name = "strainmut.minute30", alpha = 0.1)
res60 <- results(ddsTC, name = "strainmut.minute60", alpha = 0.1)
then the results tables are identical only the log2FC is different. What is the log2FC representing here?
Thanks for your Time!