Can you use role play characters in a book?

Are they characters you've created, or do they have ties to another existing fictional universe [i.e. they're based on World of Warcraft, Harry Potter, etc.]? If they are your own unique creations, you can use them in a book. It's not even as if many people know the characters as it is.