Henry's Law states that at a constant temperature, the amount of gas that dissolves in a liquid is directly proportional to the partial pressure of that gas above the liquid. This principle is crucial in understanding how gases behave during breathing and gas exchange in the lungs, where the pressure of gases in the alveoli influences their solubility in blood and other fluids.