Cupcakes may develop a slightly sour smell once expired. Also look out for any mold on the cupcake, which is an immediate call for the trash can. Be aware of fruit and cream toppings that may spoil faster than the actual cake. These will change in color, texture, and taste sour if no longer fresh.