Univariate and multivariate analysis shows the high chemerin level was an independent predictor of CAD (β = 2.702, 95% CI, 1.344–5.431, P = 0.001) after adjusting for age, sex, diabetes, hypertension, hyperlipidemia, obesity, and smoking. The gene discussed is RARRES2; the disease is hypertensive disorder.