We apply the Coherent Potential Approximation (CPA) to an extended Hubbard model to describe disordered superconductors with d-wave pairing. We discuss the pair-breaking effect caused by non-magnetic disorder in the presence of a Van Hove singularity. It is shown that singularities soften the suppression of a superconducting critical temperature.