A semi-common calories in calories out argument is that it doesn't matter what you eat, you just need to make sure that you eat less calories than you use.

This is (probably) technically true, but it's not a very useful statement if certain foods are likely to make us eat more before feeling full.

So the rat example would support that reasoning.