Background: Atezolizumab plus bevacizumab and lenvatinib are standard treatments for advanced hepatocellular carcinoma, but conventional tumor markers such as alpha-fetoprotein and des-gamma-carboxy prothrombin have a limited ability to reflect treatment responses. The gene discussed is AFP; the disease is hepatocellular carcinoma.