the strongest causal relationship that i know of to longevity is visceral fat mass. the more fat you have inside your abdomen the shorter your life will be. this fat can be accurately measured using MRI and some clinics offer that service, but in most cases simply using a tape to measure your waist is good enough.

muscle mass ( and more importantly STRENGTH ) is positively correlated to longevity as far as i know, but i do NOT believe this relationship is causal. i believe that strength is a RESULT of health not the cause of it.

muscle mass can be beneficial because it is a calorie sink, but it isn't such a huge sink that it can't be easily overwhelmed with junk food.

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