She received the PEN Translation Prize in 1988 and received a Guggenheim Fellowship in 1991. Prose's novel The Glorious Ones has been adapted into a musical with the same title by Lynn Ahrens and Stephen Flaherty. It ran at the Mitzi E. Newhouse Theater at Lincoln Center in New York City in the fall of 2007.