I've always noticed that fat seems to exaggerate folds and wrinkles (especially around the mouth) so some fat people look like they're perpetually scowling.  Nothing is more matronly, more ageing , on women  than a pudgy moonface, sagging jowls,loose facial skin, and more than one chin.