Shieh · Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research 2023 · prospective cohort study · n=539

Menopause-Related Changes in Body Composition Are Associated With Subsequent Bone Mineral Density and Fractures: Study of Women's Health Across the Nation.

Level 3 - non-randomized controlled study

Prospective cohort study

PubMed 36542065 · doi:10.1002/jbmr.4759 · record verified 2026-08-26

What was done

Researchers evaluated 539 participants from the Study of Women's Health Across the Nation (SWAN) who were not taking bone-modifying medications during the menopause transition (MT; 2 years before to 2 years after the final menstrual period). Multivariable linear regression examined associations between percent lean mass loss and fat mass gain with femoral neck (FN) and lumbar spine (LS) bone mineral density (BMD) at the end of the MT. Cox proportional hazards regression assessed the relation between body composition changes and post-MT fracture risk, adjusting for baseline BMD, pre-MT body composition, race/ethnicity, study site, age, cigarette use, post-MT bone-detrimental medications, and end-of-MT BMD.

What was found

Each standard deviation (SD; 6.9%) increment in lean mass loss was associated with 0.010 g/cm² lower FN BMD (p < 0.0001). Each SD (19.9%) increment in fat mass gain was associated with 0.026 g/cm² greater FN BMD (p = 0.009) and LS BMD (p = 0.03). In fracture analyses, each SD increment in lean mass loss was associated with a 63% higher fracture hazard (p = 0.001), and each SD increment in fat mass gain was associated with a 28% higher fracture hazard (p = 0.05). These fracture associations were essentially unchanged after adjustment for end-of-MT BMD.

Why it matters

This study shows that body composition changes across the menopause transition independently predict subsequent fracture risk. Gaining fat mass confers higher BMD but paradoxically increases fracture hazard, highlighting that bone density alone does not capture fracture risk related to changes in adiposity and muscle mass.

Limits

The study is observational, leaving potential for unmeasured confounding. The abstract does not specify fracture sites, fall rates, physical activity levels, or dietary intake, and participants taking bone-active medications during the transition were excluded, which may limit generalizability.