The vascular "sacs" of the lungs are surrounded by tiny blood vessels. We are talking about the alveoli and the capillaries that wind around their walls. The alveoli and capillaries have very thin walls that allow oxygen to pass from the alveoli to the blood. The capillaries then connect to larger blood vessels, veins, which carry oxygenated blood from the lungs to the heart.