Does a runner have to touch the bases on his way back after a fly out?

The runner has to go back to the base he started on before the play. If he is able to run to the next base after that, he can, but he must have his foot on the bag AFTER the catch is made. If he has run past any other bases, he has to run back around, no short-cutting.