An index of net bone formation relative to resorption is associated with incident fracture during the menopause transition and postmenopause

Индекс чистого образования кости по отношению к резорбции ассоциируется с возникающими переломами в период менопаузы и после менопаузы
Arun S. Karlamangla, Richard Eastell, Albert Shieh, Fatma Gossiel, Sherri-Ann Burnett-Bowie, Gail A Greendale
2026-05-26

BBICTXPINPSWAN cohortbone balance indexincident fracturemajor osteoporotic fracturemenopause transition
Abstract We previously created a bone balance index (BBI) that combines bone resorption and formation markers (CTX and PINP, respectively) to estimate bone balance. The bone balance index quantifies net bone formation relative to resorption; greater values indicate a more favorable balance. This study examined the association of the BBI with incident fracture across the menopause transition and tested each individual bone turnover marker (BTM) (either CTX or PINP) as a separate predictor of fracture. We included 451 participants from the Study of Women’s Health Across the Nation (SWAN) cohort study, with 2667 longitudinal observations from pre-, early peri-, late peri-, or post-menopause. Participants did not report fractures or the use of bone-active medications before their BTM assessments. Using repeated measures Cox proportional hazards regression, we examined the associations of the BBI, CTX, or PINP with 2 different fracture outcomes: incident fracture at any site or incident fracture at a major osteoporotic fracture (MOF) site (spine, hip, radius, or humerus). Women were censored at the first use of bone-beneficial medications during follow-up. Covariates were age, BMI, race/ethnicity, family history of hip fracture, cigarette use, diabetes mellitus, bone-detrimental medication use, menopause transition stage, FN BMD, and SWAN study site. The mean age across the BBI, CTX, and PINP assessments was 52 yr. Seventy-eight women sustained an incident fracture over a 15.1 yr of follow-up. Adjusted for covariates, each SD increment in the BBI was associated with a 20% smaller hazard for fracture at any site (hazard ratio [HR] [95% CI]: 0.80 [0.67, 0.97], p = .02) or a 25% lesser hazard for fracture at a MOF site (HR [95% CI]: 0.75 [0.61, 0.85]), p = .01). In contrast, when considered singly in adjusted analyses, neither CTX (p > .2) nor PINP (p > .1) was related to either fracture outcome. We conclude that BBI predicts fracture, independent of clinical and densitometric fracture risk factors.
1
A composite bone balance index (BBI) combining CTX and PINP quantifies net bone formation relative to resorption, with higher values indicating more favorable balance.
2
BBI predicts fracture risk independent of clinical and densitometric risk factors, across menopause transition stages and postmenopause.
3
Each one-standard-deviation increase in BBI was associated with a 20% lower hazard of incident fracture at any site (HR 0.80, 95% CI 0.67–0.97, p = .02).
4
Each one-standard-deviation increase in BBI was associated with a 25% lower hazard of incident major osteoporotic fracture (MOF) (HR 0.75, 95% CI 0.61–0.85, p = .01).
5
Individually, neither CTX nor PINP alone were significantly associated with incident fracture after adjustment (CTX p > .2; PINP p > .1).

Bone balance index (BBI) combining bone turnover markers (CTX and PINP) in women across the menopause transition and postmenopause

Association of the BBI (net bone formation relative to resorption) with incident fractures (any site and major osteoporotic fracture sites), compared to individual markers CTX and PINP, adjusted for clinical and densitometric risk factors

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2026-05-26
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Arun S. Karlamangla
Richard Eastell
Albert Shieh
Fatma Gossiel
Sherri-Ann Burnett-Bowie
Gail A Greendale
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