Trans Fatty Acid A trans fatty acid is a type of unsaturated fatty acid that’s uncommon in nature and usually created artificially. “Trans fats” are often found in highly processed foods like cereals, baked goods, fast food, ice cream, and frozen dinners. Anything that contains “partially hydrogenated oil” contains trans fatty acids.