That is how science works and that is why they are theories not facts or laws.
If I take a ball and drop it, am I proving the Law of Gravity? Einstein showed that gravity is a distortion of space.
Actually, I guess I'm not done yet.
Given the evidence on the tabe currently, how would you falsify germ theory? (Note: Don't take any advice from Billl Maher on this answer.)