In prediction models for autophagy-related genes, multiple autophagy genes are involved, such as ATG10, ATIC, BIRC5, and CAPN10, and their changes effectively affect the survival time of hepatocellular carcinoma patients [39]. The gene discussed is BIRC5; the disease is hepatocellular carcinoma.