I think Toad is supposed to be an intentionally crippling debuff with no way of curing it other than waiting for it to wear off. If it could be removed that easy, it'd remove any risks. Misery is removable probably because it can be spammed and it's not that crippling since it only lowers defense, along with trash mobs being weak anyway.