Billions of dollar just to do research that could have been done by a space shuttle.
Space Shuttle missions are limited to two weeks. Scientific experiments on the ISS can be conducted for months or even indefinitely. You can't really do anything long-term with the Shuttle. Not to mention that it had only one laboratory module (Spacelab) and the ISS has several.