The problem with trans fats seems to be a matter of degree rather than kind. See the note on palm oil on Wikipedia. Also note that deaths attributable to coronary artery disease, the quantifiable thing linked to trans fat consumption, are hugely decreasing over the period where trans fats became common, suggesting again it's not a high order bit.

If we consider this in the context of GMO it sure seems like FUD to me.