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We just added a new vignette to the gage package (2.11.4), "RNA-Seq
Data Pathway and Gene-set Analysis Workflows", demonstrates
applications of GAGE/Pathview worklows in RNA-Seq data analysis.
Please check it out at:
http://bioconductor.org/packages/2.13/bioc/html/gage.html
We first cover a full workflow from preparation, reads counting, data
preprocessing, gene set test, to pathway visualization in about 40
lines of codes. The same workflow can be used for GO analysis too. We
also describe joint workflows, i.e. to do gene-level analysis using
one of the major RNA-Seq analysis tools, DEseq/DEseq2, edgeR, limma
and Cufflinks, and feed the results into GAGE/Pahview for pathway
analysis or visualization. All these workflows are implemented in
R/Bioconductor.
Comments and questions are welcome. Thanks!