Every time I have done it (15?), it has worked under all the applications, and nothing has been affected. BE FOREWARNED: if it's critical, a backup is a GOOD first step. Just to be safe, ya know.
When you type that in the run box, it'll come up and tell you that it's scheduled for the next boot. Then on bootup, it'll convert.