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.
FORBES: How Useful Is Body Mass Index In Predicting Long-Term Health?