The invention relates to antibodies binding to the PDGF-C antigen and capable of inhibiting binding of PDGF-C to the PDGFRα receptor and of inhibiting PDGFRα activation by PDGF-C. Applications of such antibodies are also disclosed. These include treatment of cancer.