The application is directed to a method for treating or preventing vasculopathy comprising administrating to a subject in need thereof a pharmaceutical composition comprising mesenchymal precursor cells (MPCs) and a prostacyclin. Also provided a method for treating or preventing vasculopathy in a subject in need thereof, comprising administering to the subject a prostacyclin and a mesenchymal stem cell (MSC) or a MSC-conditioned culture medium or administering to the subject a MSC or a MSC-conditioned culture medium that has treated with prostacyclin. Pharmaceutical compositions suitable for such treatments are also provided.