The Doylestown algorithm, which includes log-AFP, age, gender, alkaline phosphatase, and alanine transaminase, has been demonstrated to have good prediction power for the diagnosis of early-stage HCC. This evidence concerns the gene AFP and hepatocellular carcinoma.