Other studies have identified prognostic-related genes in HBV-associated HCC, such as TYMS, MAD2L1, CCNA2, CDK1, and SPP1, with some of these genes also emerging as common DEGs in our analysis [36]. This evidence concerns the gene TYMS and hepatocellular carcinoma.