On the case page, from fry's, it list a 400W PSU. If is is a cheap unit, then it may have problem powering this computer. I've seen good quality 350W getting better result than cheap 450W. To be honest, I would first try another PSU.
If the 12v rail is too weak, the HDD will be unreliable. If...