Subjects in the highest CMI quartile exhibited a higher prevalence of diabetes mellitus, testosterone deficiency and elevated AST, weight, uric acid, BMI, TG, waist circumference, ALT, hemoglobin A1c, TC, LDL-C, total energy and total fat intake, compared to those in the lowest quartile. The gene discussed is GPT; the disease is diabetes mellitus.