Targaryens aren’t immune to fire, either. There’s some evidence they have a naturally higher tolerance for heat than others, but absolutely no evidence that they’re completely immune to it. Other than Dany surviving the pyre that hatches the dragon eggs, but again, special circumstances due to the blood magic ritual.