We evaluated the causal effect of circulating adiponectin on type 2 diabetes, coronary artery disease, heart failure, atrial fibrillation, cerebral ischemia and intracerebral hemorrhage using multiple MR methods (Table 2). This evidence concerns the gene ADIPOQ and heart failure.