Making a Comedy/Psychological Thriller. Good or bad idea?

So the series is about teens in a foster home. And it was originally a comedy, but I think the character backgrounds and character traits could give a sort of psychological thriller element to it. Since this hasn’t really been done before (everything has subtle jokes in it, but this would actually be categorized as comedy) would this be a bad idea? Or for that same reason, is it genius?