If you go for a brandname pc, I would go Dell, or (maybe) Gateway. The first pc I bought was from TigerDirect, they sell both parts and preconfigured systems, you could give them a try as well, have purchased only parts from them since that first pc.
TigerDirect
Should you or anyone else be looking for parts, this is a good site:
Parts site