In Korean men, higher insulin quartiles were associated with greater HGS, higher adiposity (BMI and waist circumference), elevated blood pressure, and more adverse metabolic profiles, including higher glucose, total cholesterol, TG, AST, and ALT levels, as well as a greater prevalence of diabetes, antihypertensive medication use, and lipid-lowering drug use. Here, GPT is linked to diabetes mellitus.