Have you contacted their breeder? Just in case she had an outbreak of something, and it didn't rear it's head until after you had purchased the puppies? Or maybe the parents have an allergy to something . . . maybe the breeder could help with advice on how to treat the problem?
Good luck! I know your poor babies are miserable.