general relativity - Do photons lose energy due to gravitational redshift? If so, where does the lost energy go?

In the gravitational redshift, the frequency of photons radiated from some source is reduced. As the energy of a photon is given by $\hbar\omega$, if the frequency is reduced where is the lost energy?