One study suggested that a traditional Mediterranean diet, which included olive oil as the main ingredient, may actually be tied to a lower risk of heart disease. It is thought that olive oil may help maintain a healthy blood flow and reduce the risk of atherosclerosis, which is the buildup of fatty plaque in the arteries.