Peanut oil is the oil from the seed, also called the nut, of the peanut plant. Peanut oil is used by mouth to lower cholesterol and prevent heart disease and cancer. Peanut oil is sometimes applied directly to the skin for arthritis, joint pain, dry skin, eczema, and other skin conditions.