Check the list here. Have you read any?
The top book, Beloved, is by Oprah's favorite author, Toni Morrison. Oprah even produced and appeared in the film adaptation of the book; the film did not meet with any great commercial (or critical) success.
The only one I've read is The Plot Against America. I own but haven't yet read The Known World.