Manufacturers are now required to state on food labels the amount of trans fatty acids, also called hydrogenated fats, in packaged foods. Both trans fatty acids and saturated fatty acids are associated with elevated heart disease risk factors. Now, new research questions whether palm oil, whose functional characteristics are similar to trans fats, would be a good substitute for partially hydrogenated fat.