Aspartame is linked to formaldehyde poisoning, claims are disputed of course but evidence leans to it being pretty nasty to at least a small number of people.

It's also claimed that it stimulates appetite, which is a pretty ridiculous thing for a sugar substitute to be doing if it's true.