In men, multivariate logistic regression analysis combining traditional and non-traditional risk factors showed that multiple risk factors including EATV index, hypertension, dyslipidemia, adiponectin, HsCRP, type 2 diabetes mellitus (Corrected R2 = 0.262, p < 0.0001) were determinants for CABG. The gene discussed is ADIPOQ; the disease is diabetes mellitus.