GPT and diabetes mellitus: The top 6 variables contributing most to the model were FBG, HDL, ALT/AST, BMI, age, and MONO, where HDL and ALT/AST were negatively correlated with the outcome, that is, protective against progression to diabetes, and the rest were positively correlated and risky for progression to diabetes.