A combination of AP, and resistances. Think along the lines of Abyssal/Zhonya/FH and whatnot. Cho'gath doesn't need extra HP because of his ultimate, but he loves resistances because it makes that extra HP last longer.
"the only topics that people remember are the funny ones. I've had plenty of duds throughout my career" - NimbleNewt, in a moment of profound clarity.