Is it possible to set up different 'from' email ids at different BUs for sending dunning letters.

Summary:

Two different Business units use dunning letters, they want to use a different 'From' email id on the dunning letter for each BU. Is it possible to set up a different email id at a BU level? currently the email id is being picked from the global preferences at the Manage Collection Preferences.