37 Background: SPARC (secreted protein acid rich in cysteine) belongs to a group of extracellular matrix proteins and promotes adhesion of cells from the matrix. It plays an important role in tumor development in breast cancer and has a significant bearing on patient prognosis and long term survival. It is also known to predict response to nab-paclitaxel in certain tumor types including breast cancer. In 2005, FDA approved a solvent free formulation of paclitaxel for the treatment of metastatic breast cancer that utilizes albumin bound (nab) technology (nab-paclitaxel). Clinical studies have shown that nab-paclitaxel is significantly more effective than paclitaxel. Our study evaluated the frequency distribution of SPARC among triple negative breast cancer patients in which identification of a novel therapeutic target is warranted. Methods: In a total of 951 breast cancer patients, we analyzed tumor SPARC expression by immunohistochemistry (IHC) using a monoclonal (R&D Systems) and a polyclonal antibody (Exalpha Biologicals). Immunoreactivity was assessed by scoring the percentage of cells stained in each field and by the intensity of staining. A cutoff point of 2+ and >30% stained tumor cells were considered as positive. Results: From our analysis of 951 breast cancer patients profiled, a total of 165 patients (17%) were triple negative for ER, PR and HER2. Within this pathologic subtype, 29% patients stained positive with SPARC monoclonal antibody and 21% stained positive with SPARC polyclonal antibody. The correlation of SPARC tumor staining with hormone receptor status will be presented in detail. Conclusions: We conclude that SPARC over-expression is a functionally important feature of a subset of triple negative breast cancer patients. The triple negative subset of tumors generally has a more aggressive clinical course and does not benefit from conventional targeted therapies. Our study suggests that nab-paclitaxel may serve as a therapeutic agent for the subset of triple negative patients that over-express SPARC. To the best of our knowledge, this is the first study involving a large patient pool in which SPARC has been investigated in a single clinical laboratory using standardized IHC with two different SPARC antibodies.