Buying really inexpensive bar tape helps relieve any worries like this; I've never been fanatic about what bar tape I have, since I always wear padded gloves anyway.

But as you've already found out, if you're careful removing / unwrapping it, it'll be fine. Doing it in a warm environment helps, and just don't pull hard, fast, or force anything.