No, they in no way affect the question as to whether or not the theory or principles are correct, any more than corruption in U.S. banks means that capitalism is wicked, the presence of corrupt politicians and coverups means that democracy is not a good form of government or scientists committing fraud or murder affect whether science is a good descriptor of the universe.