We recall the definition of Muckenhoupt weights and their connection to harmonic functions. Then, noting that a function is harmonic in space if it solves the heat equation both forwards and backwards in time, we develop theories for weights connected to heat equation and its adjoint. Finally, we discuss related open questions and their potential consequences.