In this study, 14 parameters were considered to predict prediabetes clinically, age, gender, TAS, HbA1c, FBG, OGTT, TGL, HDL, LDL, VLDL, TC WC, Hb, and BMI. The gene discussed is GSTM1; the disease is prediabetes syndrome.