A two-centre study in a developing country identified several risk factors for HCC in T2D patients, including Chinese and Malay ethnicities interacting with viral hepatitis, weight loss, abdominal pain/discomfort, alcohol consumption, fatty liver, low platelet count, raised alanine transaminase, and alkaline phosphatase levels. The gene discussed is GPT; the disease is animal viral hepatitis.