I'm afflicted by three chronic conditions which have no known causes. All of them are treatable; there are guesses as to why the treatments work, there isn't really a good way to establish a sound reason for them working.

You can't just take a person apart to study them while they're alive, and you can't easily reconfigure them to account for variables either.