In addition, the obesity (BMI ≥ 23), past smoker, current smoker, infrequent alcohol consumption, high blood pressure, high fasting blood glucose, and high total cholesterol groups had lower odds of osteoporosis associated with high Hb levels than their counterparts (Table S1). The gene discussed is GSTM1; the disease is hypertensive disorder.