Prolyl Endopeptidase (PREP), an endopeptidase with diverse roles in neuronal peptide metabolism and various physiological processes, has emerged as a potential player in osteoporosis, though its mechanistic involvement remains largely uncharted. The gene discussed is PREP; the disease is osteoporosis.