I would be on it being a PSU before a motherboard.
Have you power cycled the PSU itself? Sometimes they'll be all kinds of odd and need powered off for a few seconds, then back on - mostly if there was a surge/outage or something.
Any beeps? Does the motherboard have a seven segment display to post error messages on?