Sugar

The reason it's so common for people to get fat from eating sugary foods is quite simple. On the one hand, it's known to be extremely unhealthy. On the other hand, sugar triggers a reaction that causes your stomach to expand.

So, even if you would normally already be full, you'd still be able to eat more. This easily leads to overeating.