I've tried to replace a shower head in my bathroom, but it won't budge. I'm wondering if it's from some sort of mineral deposit? There is a bluish residue on the shower head - if that makes a difference.

I've tried w-d 40 and spraying the joint with CLR and it still won't move - should I use something stronger or have a plumber cut and rethread the pipe?