How can I get my mouse to stop using his wheel as a restroom?

My mouse "does his business" on his exercise wheel. I have to clean it everyday and it is absolutely disgusting. I will be giving him to a pet sitter soon when I go on vacation, and I could not ask her to do something like that. Is there a way I could teach them to stop going to the restroom on their wheel?