If you've not managed to remove it yet, try running it under warm/hot water. Then use a rubbery non-slip mat to hold one end while carefully unscrewing the other end. It worked for me.
I had this problem a long time and decided to revisit it with the hot water tip.
I had this problem a long time and decided to revisit it with the hot water tip.