The email address associated to the account could be changed online. Below are the steps.
1 Log in the app store.
2 Click on My Profile at the upper right corner.
3 Choose 'Migrate order data to a new email address'.
4 Input the email address you would like to use and click the button Confirm to Migrate.
Note that the email address could be changed only once.