OBJECTIVES: I. Determine the safety of expanded mesenchymal stem cells (Stromagen) infusion and autologous CD34+ peripheral blood stem cells transplantation after high dose chemotherapy in women with metastatic breast cancer. II. Compare the time to neutrophil and platelet engraftment in patients receiving different doses of Stromagen. III. Evaluate the immune reconstitution of these patients after this therapy.