Thank you Devon for your kind reply.....I know that edgeR and DESEq2 are also dealing with time series but I would like to have similar packages like maSigPro as this packages shows profiling of each differential expressed gene across all the all time points.
Dear all,
I just wondering if there is any packages for differential expression analysis of Time course RNAseq counts data? I used Next msSigPro but I would like to compare results of this with some other packages.
Thank you
1 answer
Please see the many similar posts to the right ----------->
Are plots here what you are interested in: http://www.bioconductor.org/help/workflows/rnaseqGene/#time
Note that such plots can be made for the significant genes from any package (DESeq, edgeR, etc). For that plot I added a simple loess line to the plot of normalized counts to help visually connect the groups, but I might add a function to give the actual fitted normalized counts from the model, which are t(t(assays(dds)[["mu"]])/sizeFactors(dds))
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