How does diet affect diabetes? Calcium helps maintain blood sugar level, and a diet low in calcium contributes to diabetes. A diet high in sugar and fat can lead to obesity, and obesity contributes to diabetes. Cholesterol prevents maintenance of blood sugar level, and a diet high in cholesterol contributes to diabetes.