The only remaining members of the crew are lost, alone, and with no information to help us. If they're to be believed and are genuine when they say they have no idea what went on, it's always possible that someone was doing something they shouldn't have and weren't very keen on keeping them in the loop.

It doesn't explain the missing passengers and crew, but it would explain the missing information.