Earlier versions of Monkey Shines allegedly contained a bizarre brain surgery scene, as well as several abusive scenes involving the small monkey, Ellie. Although the scenes were all staged and no animals were harmed in the making of the movie, the filmmakers decided it would be better to simply leave them out to avoid conflicts.