Notably, TSPYL5, SPAG6, and NRIP3 also demonstrated hypermethylation in early-stage cirrhotic HCC in comparison to their cirrhotic counterpart (p < 0.05). This evidence concerns the gene NRIP3 and hepatocellular carcinoma.