The loci we associated with coronary artery disease (FOXC1), myocardial infarction (USP39), and atrial fibrillation (SLC35F1 and SSPN) through their effects on RHR have been associated with these cardiovascular diseases in recent studies32–35. Here, USP39 is linked to coronary artery disorder.