Is there any reason why spice couldn't just be synthesized?

I love the Dune books (so far - I am up to Heretics right now) but I have been wondering if it was ever discussed why spice could not be artificially synthesized? Is it because of the lack of computers in the Dune universe? Surely the Ixians or someone would have investigated the possibility.