Cholesterol is often associated with atherosclerosis, a narrowing of the arteries. As cholesterol levels rise, fatty deposits can accumulate along the arterial walls. Over time, these deposits form into plaque, which narrows the blood vessels and restricts blood flow. Since cholesterol passes through the arteries, it must also pass through the veins, which may lead you to wonder how this waxy substance affects these blood vessels.