Even if the transaction has been forgotten by most nodes and doesn't appear anymore on blockexplorers, it is still a valid transaction and might have stayed in the mempool of a node somewhere. So it's better to use one of the inputs in another transaction to invalidate the original, "stuck" transaction otherwise you risk it to be re-broadcast and be confirmed when you already forgot about it.