While previous studies have consistently highlighted the predictive capacity of circulating OPG in forecasting CVEs within the general population14–18, such a relationship has yet to be affirmed in patients exhibiting renal dysfunction. The gene discussed is TNFRSF11B; the disease is Abnormal renal physiology.