The top 10 predictors of HCC in terms of predictive importance or contribution included age, diabetes, AST, BMI, ALT, INR, race and ethnicity, albumin, total bilirubin, and sex (Figure 2). The gene discussed is GPT; the disease is diabetes mellitus.