A comprehensive metabolomic analysis was undertaken in normal and low bone mineral density postmenopausal women. Lower Gly-Gly and Cystine levels were identified in low relative to normal bone mineral density individuals. Metabolomic profiling could predict low bone mineral density in postmenopausal women.