For awhile now, the "obesity paradox" has been a thing, where segments of the population who are a little heavier than one would expect actually have the best all-cause mortality rates.
Recently there's been some pushback on this "paradox", but the one I want to call attention to is here:
http://annals.org/aim/article/2499472/relationship-among-bod...
The problem with the obesity paradox is that it's been based on the flawed BMI. In this study, they actually did DEXA scans of elderly women's body fat percentage, and those with the highest BMI and lowest body fat percentage had the best all-cause mortality rates.
This suggests plenty of calories plus strength training is in the running for a longevity lifestyle. This makes sense intuitively and if one is familiar with the panoply of beneficial physiological effects from exercise on the human body. And, it would not come as a shock to find that increased strength from greater muscle improves, e.g., balance and coordination to prevent accidents in the elderly, nor that increased muscle mass provides a protective tissue reserve for fighting disease without the concomitant downsides of adipose.