Moreover, interferon regulatory factor 1 (IRF1) regulates PANoptosis to prevent CRC 13, and PANoptosis-based molecular clustering and prognostic signature predict patient survival and immune landscape in cancer 7. Here, IRF1 is linked to colorectal carcinoma.