heart attacks often occur when a blood clot forms in response to a ruptured atherosclerotic plaque in one of your coronary arteries. Taking aspirin may help stop this from happening. Aspirin may also lower the risk of cancer.59 It works by suppressing an enzyme within your body that creates pro-clotting factors, thereby thinning your blood.