Consistent results were observed in model 2, which was corrected for age, sex, BMI, residential place, educational level, current smoking status, current alcohol consumption, Hb, HDL-C, TC, TG, self-reported diagnosed hypertension, diabetes, and fracture. The gene discussed is GSTM1; the disease is Hypertension.