Researchers have previously constructed various prognostic risk models for HCC based on different gene functions, such as those related to TP53 (46), ferroptosis (47), anoikis (48), MVI-related genes (49), and earlier pyroptosis-related gene models (23, 50, 51). Here, TP53 is linked to hepatocellular carcinoma.