GPT and prediabetes syndrome: Participants who developed prediabetes during the study showed higher levels of SBP, TG, age, DBP, FPG, BMI, TC, ALT, Scr, LDL-C, AST, BUN, and a higher prevalence of males, ever or current smokers and drinkers in both the training and validation cohorts (all P < 0.01).