Could be lots of stuff. If it doesn't even beep, seems like a BIOS problem, but I could be wrong. Since you said that the mobo was replaced, I'd lean toward the processor myself.
But, like NewPC said, try a compatible card if you have one on hand. If it works, you just found your problem. Processors are more of a pain to switch out.
Anyway, good luck.