The 'Dizzy's Delightful Doughnuts' upgrade lets you raise your current town's obesity rate. Once it hits 99%, you'll unlock the ability to move to the next town.
Right now, there's no in-game way of enabling player weight gain on an existing save. But you could export your save data (via Extras on the main menu), then edit it and re-import it to change this.