Statistically significant differences were observed in age, BMI, TC, HDL-C, RBC, Hb, PLT, HbA1c, FBG, ALT, BUN, γ-GT, eGFR, diabetes, and alcohol consumption (P < 0.05). The gene discussed is GSTM1; the disease is diabetes mellitus.