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. The gene discussed is STUB1; the disease is intracerebral hemorrhage.