We consider the total volume V g,n (x 1 , . . . , x n ) of the moduli space of hyperbolic surfaces of genus g with n boundary components of lengths x 1 , . . . , x n , equipped with the Weil-Petersson volume, as the genus g approaches +∞. In this article, we provide an asymptotic expansion of the volume V g,n (x 1 , . . . , x n ) in terms of negative powers of g, using the topological recursion formula satisfied by the volumes.