Many of the major brands of peanut butter contain partially hydrogenated oils, which we recommend that you avoid. Partially hydrogenated oils are solid at room temperature, so the peanut butter manufacturers use them to keep the oil from separating and to give their products a very long shelf life. They don't have to add very much partially hydrogenated oil, but it is there