In our recent work, we proved some entropy differential inequalities on Riemannian manifolds with suitable Ricci curvature condition. Moreover, we proved that the rigidity models are Einstein manifolds. Our work provides an information-theoretic approach to the synthetic geometry on Riemannian manifolds and its further extension to metric measure spaces developed by Lott-Villani and Sturm. In this talk, we will present these results.