In contrast, JAK2-CHIP exhibited inverse associations with intracerebral hemorrhage and atrial fibrillation, whereas DNMT3A-CHIP was positively associated with atrial fibrillation and inversely associated with abdominal aortic aneurysm. This evidence concerns the gene STUB1 and atrial fibrillation.