Replace the Power supply, it has more than likely lost it's 5v output, but still supplies 12v, this is why you will hear the hard disc drives spinning up, the motherboard will use 5v and 3.3v for all of it's needs.
The power supply will be held in by 4 screws, a replacement can be brought...