Our results suggest that both NAFLD and fatty pancreas were strongly associated with diabetes and prediabetes after adjustment for age, adiposity, ALT/AST ratio, and other cardiometabolic risk factors in male subjects. Here, GPT is linked to prediabetes syndrome.