The univariate analysis indicated a significant correlation between lumbar BMD, β-CTX, and other factors including age, BMI, triglycerides, ALT, UA, diabetes, hypertension, monocyte, hemoglobin, platelet, and PTH, particularly with APOA1 (Table 2). The gene discussed is PTH; the disease is diabetes mellitus.