Targaryens aren’t immune to disease. At one point it was something Dany said to intimidate people, but it’s not true. Also, the way in spreads in the books is by touching the affected area so it’s anybody’s guess how the show will swing it. My money is on no though because I don’t see the plot point of spreading it.