Among the 14 intersecting genes, lasso regression was used to screen for genes with higher prognostic correlation with hepatocellular carcinoma, and a crossover test was performed to screen for three genes with higher prognostic correlation with patients—NR1I2, CDK1, and CHEK1. This evidence concerns the gene CDK1 and hepatocellular carcinoma.