Is the DVI plug on the motherboard or is it on a video card?
All those components run on 5 volts. The CPU runs on 12 volts.
I suggest you unplug the power cord. then detach the power cable to the motherboard and then reattach. You might just have a bad connection or you might have a failure of the power supply.