The invention concerns an improved method for treating tumor, including cancer, which combines the administration of a chemotherapeutic agent and an antagonist of a gene product the expression of which is upregulated by the chemotherapeutic agent. The invention further concerns methods and means for the diagnosis and classification of tumors, and for the prognosis of the outcome of tumor treatment, and patient response to a particular treatment modality.