The observed relationship between eGFR and osteocalcin levels may reflect decreased excretion of osteocalcin or increased bone turnover associated with CKD (chronic kidney disease)-MBD (mineral and bone disorder). This evidence concerns the gene BGLAP and abnormal mineralization disorder.