BMI level was positively correlated with demographic factors (age, male and marriage), underlying diseases (DM, hypertension and dyslipidemia), the mental component summary (MCS) score from the SF-36, and laboratory factors (leptin, TNF-α, HS-CRP, HOMA-IR and WBC count). The gene discussed is LEP; the disease is diabetes mellitus.