There is a strong correlation between excess body weight and high blood pressure, so losing the extra weight can not only improve your blood pressure and general health but also increase the benefits of blood pressure medicine. Losing as little as four kilograms has been shown to reduce blood pressure in overweight sufferers of hypertension.