1. R (base) with the **piano** package; KEGG “User data mapping” web tool 2. R 3.4.1; piano 1.16.4 (no version given for KEGG web tool) 3. GO, KEGG from MSigDB 4. Yes 5. Fisher’s exact test 6. Yes