To improve the reliability of our GIP to CAD/myocardial infarction MR analysis, we considered the possible confounding phenotypes and tested for their association with our instrumental variable rs1800437, which is associated with insulin secretion [26, 28, 37], BMI and other related phenotypes (ESM Tables 10 and 11). Here, INS is linked to coronary artery disorder.