In [Ann. Henri Poincar\'e, { \bf 22} (2021), 3199-3234], De Palma and Trevisan described a one-to-one correspondence between quantum couplings and quantum channels realizing transport between states. The aim of this short note is to demonstrate that taking the Petz recovery map for a given channel and initial state is precisely the counterpart of the swap transpose operation on couplings. That is, the swap transpose of the coupling $\Pi_{ \Phi}$ corresponding to the channel $\Phi$ and initial state $\rho$ is the coupling $\Pi_{ rec}$ corresponding to the Petz recovery map $\Phi_{ rec}.$
Categories: math-ph math.MP math.OA quant-ph