In this study, for the first time, we constructed a model for predicting the prognosis of HCC based on 5 DEGs (CDK5R2, CYP26B1, DCAF8L1, PAGE1, and TRIM36) of m1A modification correlated with autophagy. This evidence concerns the gene PAGE1 and hepatocellular carcinoma.