PPARGC1A and neoplasm: To explore potential colon cancer risk-related genes, we compared the expression of 11 RRGs in normal and tumor tissues (Supplementary Figures S11A–K) and found that PANX2 and GABRD are highly expressed in tumors, while PPARGC1A is less expressed in tumors.