That's what happened to me. Had to replace motherboard.
Several people had told me it was probably a virus, but I keep my virus definitions up to date and run frequent scans. And, I didn't get any of the warnings of shutdown I had heard about - no warning, just blinked off and rebooted. I sent the tower to my nephew, who checked it out, and replaced the mother board. Problem solved.