As soon as they get there, the Joker kisses him some more.

He's pretty sure Alice gave him regen powers, and even if he didn't, probably nothing Nathan's going to do to him will kill him before he can fix that. Which is a positive enough risk assessment that he throws himself wholeheartedly into experimenting.