Observational studies usually show that some liver function indicators, such as ALT, AST, ALP, and GGT, are associated with a high risk of cardiovascular disease and type 2 diabetes, which are risk factors for HCC (Fard et al., 2022). The gene discussed is GPT; the disease is hepatocellular carcinoma.