Based on gradient estimates of the eigenfunction, we prove lower bound estimates for the first nonzero eigenvalue of the mu-Laplacian on a connected finite graph through the curvature-dimension conditions. These estimates are parallel to the results on compact Riemannian manifolds with the Ricci curvature bounded from below.