The possible mechanism by which OPG influences the risk of scoliosis is that reduced OPG levels lead to increased RANKL-RANK expression, exacerbating osteoclast-mediated bone resorption, resulting in decreased bone mineral density (BMD) and impaired bone quality. The gene discussed is TNFRSF11B; the disease is scoliosis.