Have read in to this a bit...Its fairly scientific but here's what iv translated.

"Chin" can be somewhat improved by a stable, balanced diet. (chin can also be negated by the neglect of the diet.)

The overall level of fitness will affect the ability to take punishment, development of the neck/ upper back muscles and shoulders will all be beneficial.