I would think that the only logical reason to think we never went back, is because we never went. And if we did go at all, I think they found something up there that they wanted to keep to themselves, whether it was some kinda artifact from an alien race, or a full blown alien creature.

Either way, its my opinion that much has been hidden in regards to moon exploration.