This randomized, open-label clinical trial ???assigned 7,447 people in Spain who were overweight, were smokers, or had diabetes or other risk factors for heart disease to follow the Mediterranean diet or a low-fat one.??? The low-fat diet was the control and the Mediterranean diet had two arms, one with nuts and the other with extra-virgin olive oil.