Lieb's extension theorem holds for generalized p+q in [0,1] and Ando convexity theorem holds for q-r>1. In this paper, we give a complete characterization for concavity or convexity of Lieb well known theorem in the case where p+q>1 or p+q<0. We also characterize some auxiliary results including Ando theorem for q-r<1.