Changing iTunes Subscription eMail address

Good day,

I was told by an Apple Store employee that I could change my iTunes Subscription eMail address but when I did so none of my iTunes music, movies, or subscriptions showed up. So, I changed my eMail address back and everything returned.

Is there something else I need to do beside just change the eMail address?

TIA,

James