Once the URL is rewritten, you want to make sure that the old URL 301 redirects to the new. This tells the search engines that any link juice the old URL had should now be given to the new URL. It also makes for a good user experience, rather than showing a 404 error page. The server is told URL A should now be URL B.
So you would not lose your
PR, don't worry!