The bottom line from the CR point of view, is that the American/Western diet is so nutritionally inadequate that it takes a relatively large amount of food/calories to provide the satisfactory level of nutrients that the body requires. That is to say, if you had a number of diets all containing the same level of nutrients, but with just different caloric content, the one who eats a rather low amount of calories, and accordingly had a low BMI, would live the longest. This is the idea behind the CRON diet (Calorie Restriction Optimal Nutrition) -- satisfying your nutritional needs while reducing calories by eliminating non-nutritious calories and consuming only nutrient-rich foods.
I will not make the case for CRON here, the research speaks for itself, and there are many resources for pursuing it online. Just adding the CR view on this type of study, similar versions of which have been reported in other times and places.
Stellar rays prove fibbing never pays. Embezzlement is another matter.