For at least eight hours before the blood sample is taken, you must refrain from eating or drinking anything besides water for a Glucose Fasting test. If you have diabetes, your healthcare provider could advise you to hold off on taking your first dosage of insulin or diabetes medication until after your blood specimen has been collected.