In both sexes, people with prediabetes typically had higher levels of age, weight, BMI, SBP, DBP, Cr, BUN, AST, ALT, LDL-C, TG, TC, and MetS-IR, and a higher proportion of people with a family history of diabetes. The gene discussed is GPT; the disease is diabetes mellitus.