Ion channels regulate blood pressure by controlling the flow of ions across cell membranes, thus influencing vascular tone and cardiac contractility. They modulate the constriction and relaxation of blood vessels and adjust heart rate, impacting the resistance and cardiac output that determine blood pressure levels.