Cake: Combine All Ingredients And Mix Well. (Cake Mix, Water, Eggs, Oil And Peanut Butter). Icing: Combine Powdered Sugar, Vanilla And Milk. Beat Till Smooth. Spread On Cooled Cake. Bake At 350 Deg F. For 40 Minutes.