Taken together, although female patients tended to have osteoporosis, several confounders among the association between osteoporosis and female gender were potentially present, including age, height, weight, BMI, WC, SBP, ALT, uric acid, and lipid profiles. The gene discussed is GPT; the disease is osteoporosis.