The average methylation of all significantly hypomethylated PD-1 CGs was significantly correlated with HCC progression (Pearson cor R = − 0.9, p < 1.7 × 10−321) (Fig. 5b). This evidence concerns the gene PDCD1 and hepatocellular carcinoma.