Prednisone mimics the cortisol hormone produced by the body. When a person starts taking prednisone, it affects the amount of cortisol produced by the body. If the medicine is stopped suddenly, the body faces difficulty coping with the sudden demand for cortisol. Hence, prednisone should be stopped in a phased manner.