Henry's law states that the solubility of a gas in a liquid is directly proportional to the partial pressure of that gas above the liquid. This relationship is typically expressed as $C = kP$, where $C$ is the concentration of the gas, $k$ is Henry's law constant, and $P$ is the partial pressure.