Despite the overlapping bone-vascular axis in the pathogenesis of CKD-VC, the role of LCN2 in regulating the osteogenesis of pre-osteoblasts in bone diseases is a matter of debate [25–27]. Here, LCN2 is linked to chronic kidney disease.