Agree, you've probably a motherboard issue. However, there are a few tests we can do left.
Do you have a multimeter to check the voltage output on the PSU? You want to make sure that it's good.
Is the DC socket or the cable on the PSU loose? Does wiggling the cable around when it's plugged in let any LEDs turn on?