Careful though because all that doesn't mean fat isn't a cause of CHD. As far as I can tell the evidence for fat's relation to CHD was not fabricated by teh sugar lobby, it was only drummed up to try and hide the evidence for sugar's role.
I am admittedly not up to date on the latest literature, but my understanding was that sugar was significantly worse than fat. Not necessarily that fat was free of negative health outcomes.