Firstly, some studies have found that elevated serum SHBG levels are associated with a higher risk of cardiovascular disease (40), ischemic stroke, and heart failure in men (41) and a higher risk of venous thromboembolism in women (42). The gene discussed is SHBG; the disease is ischemic stroke.