In ovariectomy-induced osteoporotic model, TM9SF4−/− mice retained higher bone mass and less lipid accumulation in trabecular bones, indicating an important role of TM9SF4 in the regulation of osteoporosis. Here, TM9SF4 is linked to osteoporosis.