our doctor can choose from a range of medications, including statins, niacin, fibrates and bile acid sequestrants. Aspirin. Your doctor may recommend taking a daily aspirin or other blood thinner. This can reduce the tendency of your blood to clot, which may help prevent obstruction of your coronary arteries