Disclosed are cooked dried farinaceous food products such as cooked cereal doughs, ready-to-eat cereals and grain based snacks fabricated from such cooked cereal doughs containing or fortified with rice bran oil supplied at least in part by non-hydrogenated rice bran oil especially high oryzanol rice bran oil. The cereals contain about 0.1 to 10% added rice bran oil. The rice bran oil ingredient can be incorporated into the dough and/or topically applied. The rice bran oil provides the processing advantages of oil addition during processing with low or now transfatty acids but with extended shelf stability. The finished fortified cereal products are not only organoleptically desirable but almost indistinguishable from their counterparts containing hydrogenated fats.