Still, age, weight, BMI, SBP, DBP, FPG, TC, TG, LDL-c, HDL-c, ALT, AST, BUN, current smokers, current drinkers were positively associated to diabetes, and Cre/BW ratio, females, ever drinkers were negatively related with diabetes (See Table 3 for detail). The gene discussed is GPT; the disease is diabetes mellitus.