Finally, and most important, recent studies have shown convincing evidence that cardio-respiratory fitness is a much stronger predictor of longevity and reduced risk of cardiovascular mortality and all-cause mortality than BMI.
Using all-cause mortality tells us nothing about how long people may have lived with debilitating chronic conditions associated with excess body weight.