The cast will also include Christopher Fitzgerald, Isaiah Johnson, and David Turner.
Newman's musical played New York City Center's Encores! Off-Center series.
The musical plays a one-night engagement at New York City Center.
Robert O'Hara will draw inspiration from black history for his coproduction of the Meredith Wilson classic.