SEMA3F and osteoporosis: Among all cell types, upregulation of NOTCH, EPHA, ncWNT, ANGPTL, BMP, MHCII, SEMA4, OCLN, FGF, and EGF pathways in parathyroid cells proved their key role in osteoporosis under PHPT, these findings ae in accordance with (32).