I tried swapping out RCA cables already and even hooking them up to different outputs on the preamp to see if that was it. I had no such luck though.
This is a classic ground loop. This issue comes up again and again and again.
A ground loop is a potential between grounds. The potential causes current to flow through cable interconnects and induces hum.
This is not a power issue, a cable issue or faulty equipment.
The likely culprit, and it usually is, is the potential between your cable and or phone grounds and you mains ground.
A good system should have one ground only. Make sure you have one ground and disconnect any cable, satellite or phone systems from your rig. If that stops the hum we will tell you how to proceed. You could also research the volumes of postings in this forum on this most frequent of problems.