If you experience one sided lower back pain after a run, stretching the quadratus lumborum may provide relief. If the pelvis is not controlled or stabilized throughout running, it may be the result of quadratus lumborum and/or gluteus medius weakness. Weakness of these muscles can lead to one-sided lower back pain. Practical Benefits: This exercise may help to alleviate one sided, lower back pain.