Investigated are the centrosymmetric matrix solution for a system of quaternion matrix equations and its extremal ranks. By using the properties of centrosymmetric matrix and M-P generalized inverse, a constrained problem is transformed into unconstrained equations. The necessary and sufficient conditions for the equations with centrosymmetric matrix solutions as well as their extremal rank are obtained. The obtained conclusions extend the results of related literature.