The Joker's idea to use Kryptonite paint was a genius way to attack Superman, one that hadn't been attempted before, showcasing the Clown Prince of Crime's deranged creativity as an asset in ...

The Bizarro spell affected Joker like everyone else. The difference was he was bizarre before the magic infected Earth.