Similar combined results were found in participants with vitamin D deficiency and high CRP (OR = 2.01, 95% CI = 1.39‐2.89, P = .0002); while having vitamin D deficiency and low CRP did not show significant association with CVD. The gene discussed is CRP; the disease is vitamin D deficiency.