Rheumatoid arthritis happens when the immune system attacks the body's own tissues by mistake. It causes the soft tissues of the joints to swell and can affect the internal organs and systems. While it is not a common cause of spinal stenosis, rheumatoid arthritis can cause severe damage to the joints.