Nutritional compositions are described that include a casein compound that includes micellar casein, a vegetable oil, a sweetener, and an acidity regulator, among other ingredients. The nutritional compositions may be used as beverage creamers, such as coffee creamers. Also described are methods of making nutritional compounds that include micellar casein.