Usually containing trans-fatty acids (or simply “trans” fats), hydrogenated fats show up mostly in margarine, shortening and many prepared and processed foods such as cookies, crackers, cakes, potato chips and other deep-fried foods. The best way to spot hydrogenated fats is to read the ingredient lists on foods and identify those listing hydrogenated or “partially” hydrogenated fats.