Some thyroid medications might have a minor effect on blood glucose levels, but usually not in a way that would significantly alter the findings of a fasting blood sugar test. However, conditions like hypothyroidism can slow down the body's metabolism and cause weight gain, which could indirectly impact your blood glucose levels. If in doubt, again, it's best to consult your healthcare provider.