You obviously don't want any harsh solvents, but GooGone is safe and may help a bit. Any hardware store should have that. It requires a little soaking, 2-5 minutes, So wat I do to avoid it all flow/drip away: I wrap the tube with paper towel then soak the towel with GooGone, works great for removing stickers.

Adam