If purchased blueprint is deleted from catalog, you can no longer add items into it. If the blueprint is already filled, then attempts to spawn it result in all contents dropping.
My expectation is that a purchased blueprint is good until discarded or spawned, and that loaded resources are not at the mercy of whomever uploaded it.
Thanks to TheGeek007 for finding this bug.