The association between programmed cell death protein-1 (PD-1) and chronic ischemic heart disease (CHD) has been further clarified through Mendelian randomization (MR) analysis, a powerful approach for inferring causality in complex traits. The gene discussed is PDCD1; the disease is coronary artery disorder.