reuse in-app purchase product ID in another app

I have existing apps with in-app purchases on appStore already, but I'd like to replace them with one app containing all the features of those apps, and I was wondering if I could use the same product IDs for users who purchases the features so that they can download the new version to use the app without paying for the same features.