That already exists. Usually a Monotrophic diet consisting only of potatoes.
https://www.goodhousekeeping.com/health/diet-nutrition/news/...
If you're anything like me, you're now asking "no, really, Penn, where is all that weight? what's the joke?" and you'll be disappointed.