Sacroiliac Joint Pain. Physical Therapy for Sacroiliac Joint Pain. Physical therapy to rehabilitate the sacroiliac joint typically includes: Stretching to reduce muscle tension and spasms in the lower back, hips, and pelvis, including the piriformis, gluteus maximus, and hamstring muscles. Tension in these muscles caused by sacroiliac joint dysfunction can be the primary cause of pain.