INS and Other metabolic disease: In fact we previously showed that new DM group detected with HbA1c has a more advanced metabolic disorder (higher BMI, waist, blood pressure, non-HDL-cholesterol, triglycerides, and insulin but lower HDL-cholesterol) than other new DM groups detected with FPG or 2-hPG [35].