Late to the party, but an electrician here. Just wanting to clarify that you CAN run Romex (type NM-B) in conduit.
NM, NMC, and NMS are covered in article 334 of the NEC. In fact in 334.15(B) the code specifically recommends rigid, intermediate, EMT, or PVC for protection from physical damage...