If you got any response like lights on, the PSU is unlikely to be the cause. I assume they go off when you switch off the PSU? Clearly, you're not going through the POST, as you're not getting any beeps. I'm afraid my favourite would be the motherboard. Check to see if there's a mobo fuse that could have blown, otherwise you may need a new mobo.