Although some studies have suggested the diagnostic performance of the “ratio of AFP to transaminase” for HCC, the involvement of multiple variables introduces the potential for subjective weighting by human judgment (Liu et al., 2019). Here, AFP is linked to hepatocellular carcinoma.