That should work. Check your memory sticks if you have spreaders as they might not give enough clearance. Sticks without speaders should be okay.
Also, does your PSU have a 3 or 4 pin adapter on one of the Molex cables that you can connect the CPU fan to? That would enable you to rule out the MB connection.