If you are looking for the adverse effects of fat, I think there might be other impacts to consider:

Fat makes it harder for body to cool off and you reach the point quicker when body overheats and shuts down to protect itself.

If it is really a lot of extra fat it becomes very hard to do ~90+ RPM, which is needed to maintain high power for long time.