According to one 32,000 person study in the American Journal of Clinical Nutrition (1999), "fit persons with any combination of smoking, elevated blood pressure, or elevated cholesterol level had lower adjusted death rates than low-fit persons with none of these characteristics". The same study found that aerobic fitness had a far more important impact on longevity than obesity did.
Fantastic Voyage, Kurzweil and Grossman, Chapter 22.
Fantastic Voyage, Kurzweil and Grossman, Chapter 22.