In this study, we employed MR analysis to provide additional insights into the relationship between inflammatory cytokines and CHD, suggesting that CCL11, CCL20, CSF1, FGF21, FLT3LG and NT-3 may be the upstream factors of CHD, while CD5 may be the downstream effect of CHD. The gene discussed is FGF21; the disease is coronary artery disorder.