The present invention teaches novel methods of diagnosing and prognosing conditions associated with tissue degeneration and/or pain, including intervertebral disc degeneration, discogenic pain, osteoarthritis, rheumatoid arthritis, and articular cartilage injury. Using the inventive noninvasive imaging methods, the diagnosis and prognosis of back pain and related conditions can be quickly and accurately determined by detecting one or more biomarkers disclosed herein.