Biomarkers, including isolated fibronectin-aggrecan complexes that correlate with spinal or joint pain and inflammation, and methods for their detection are provided. Also provided are methods for identifying treatment sites in the spine or joint for treatment of pain and inflammation by detecting the presence of, or increased levels of, fibronectin-aggrecan complexes. Methods for treating spinal or joint pain and inflammation are also provided.