By analyzing the echocardiographic parameters from more than 2000 patients, we aimed to prove the hypothesis that elevation in serum OPG levels is associated with the risk of LVDD in patients with pre-dialysis CKD. Here, TNFRSF11B is linked to chronic kidney disease.