You can remove it from being listed in the cache and place it into an unknown location. This will keep people from making a trip to the cache for a Bug that isn't there.
On the Bug page, under Trackable Item Options is the option "Mark item Missing".
You can always retrieve it back out at a later time if it is found or re-released. Thanks.