If you are on prednisone for a prolonged period, it can raise your blood sugar as well as your weight. To reduce your risk of type 2 diabetes and or increased body fat, avoid simple carbohydrates found in processed food and foods with refined sugar such as candy, baked sweets, and sugary drinks.