I continued to have trouble with one of the e-clips popping off the axle. Luckily for me I just happen to have some spare e-clips from RC shock kits that are roughly this size. Maybe slightly smaller and stronger. After replacing the problematic one with one of my spares, I have not had any more problems with wheels coming off.