It certainly does. A couple of years ago whilst recovering from a knee operation I managed to put on 13kg. It took me 6 months of gruelling dieting to lose that. When I started cycling again it occurred to me that it was the same as, pre-diet, riding a weightless bike (my Dawes, not an e-bike).:)