Evidence map›Paper›PMID 42816672›Full record

ArticleCalcified tissue international2026

Objective Physical Performance Predicts 10-Year Fracture Risk Without Densitometry in Older Men and Women: Development and Head-to-Head Comparison with FRAX in MrOS and SOF.

Filipe R Carvalho, Paulo J Gavaia

Abstract readComparative Study
PubMed Publisher
In one paragraph

Article in Calcified tissue international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Filipe R CarvalhoCCMAR - Centre of Marine Sciences, University of Algarve, Faro, Portugal. frcarvalho@ualg.pt.ORCID http://orcid.org/0000-0002-1468-0305
Paulo J GavaiaCCMAR - Centre of Marine Sciences, University of Algarve, Faro, Portugal.

Funding

Fundação para a Ciência e a Tecnologia UID/04326/2025Fundação para a Ciência e a Tecnologia UID/PRR/04326/2025
6 · The paper itself

Abstract

FRAX estimates 10-year fracture probability from clinical risk factors and, for best performance, DXA-derived bone mineral density (BMD), limiting its use where densitometry is unavailable. We tested whether a five-variable, laboratory- and imaging-free model (age, body-mass index, grip strength, gait speed and chair-stand rate; M5) predicts incident fracture and how it compares with FRAX. In community-dwelling older men (Osteoporotic Fractures in Men Study, n = 5994; 73.7 years) and women (Study of Osteoporotic Fractures, n = 9704; 71.6 years) with baseline physical-performance measures and adjudicated incident major osteoporotic fracture (848 and 2522 events), M5 was developed by five-fold cross-validation; we assessed time-dependent AUC at 5, 10 and 15 years, calibration and decision-curve net benefit. Comparators were FRAX in men and a conservative FRAX-surrogate model (in-cohort clinical risk factors) in women, since individually linked, licensed FRAX scores were not available for SOF. In men, M5 discriminated fracture better than FRAX without BMD (10-year ΔAUC + 0.052, 95% CI + 0.023 to + 0.080) and did not differ significantly from FRAX with BMD (+ 0.029, - 0.005 to + 0.063) in this cross-validated, in-cohort comparison; adding BMD to M5 gave the highest discrimination. In women, M5 did not differ significantly from the FRAX-surrogate comparator (- 0.008, - 0.018 to + 0.002), and BMD-based models performed best. M5 was well calibrated (calibration slope 0.97-0.98) and gave higher (men) or equivalent (women) net benefit. Death was a major competing event (72.7% of men, 61.4% of women) but changed 10-year incidence by ~ 1 percentage point. A five-variable, laboratory- and imaging-free model incorporating physical performance stratifies 10-year fracture risk at least as well as FRAX without BMD in men, without requiring imaging, laboratory tests or fracture history. Because M5 was developed within these cohorts whereas FRAX is an external, fixed algorithm, part of this margin reflects development asymmetry; the findings are promising but require external validation before clinical use, and do not replace measured BMD.

Indexed as

Bone DensityOsteoporotic FracturesPhysical Functional PerformanceAbsorptiometry, PhotonAgedAged, 80 and overFemaleHand StrengthHumansMaleRisk AssessmentRisk FactorsFracture riskFRAXGait speedGrip strengthPhysical performanceSarcopenia

Identifiers

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.