Interestingly, high MACC1 expression has a lower response rate with ICIs in COAD, including CTLA-4 combined with PD-1 blockage, PD-1 blockage, or CTLA-4 blockage alone. The gene discussed is CTLA4; the disease is colon adenocarcinoma.