I think in pregnancy the itching (with no rash, etc.) is due to something going haywire with the liver. I don't know specifics and have never had it, but have heard of moms who have and there is an enzyme or something that isn't working right during pg in the liver that can cause it.
Definitely call your Dr.! Hope you get some relief!