Given that FDX1 and CEBPB were specifically expressed in lipid-handling macrophages, our results highlight the crucial role of lipid-handling macrophages as the causal subpopulation with an active transcriptional regulatory network required for the CAD risk variant rs10488763 to take effect. Here, CEBPB is linked to coronary artery disorder.