Bone mineral density (BMD) was associated with fat mass (FM) differently in pre- and postmenopausal women. Adjustments for total body or lean mass modified the direction and strength of the BMD–FM association There was no evidence of an inverse association between BMD and FM in postmenopausal women. Adjusting for lean mass, a direct association between fat and BMD was observed in these women.