Evidence map›Paper›PMID 42895262›Full record

ArticleJournal of global health2026

Beyond static frailty: longitudinal trajectories, nonlinear associations, and muscle strength mediation in osteoporosis risk.

Junyu Zhou, Jui-Hua Wang, Zhen Huang, Liping Cao

Abstract read
In one paragraph

Article in Journal of global health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

4 authors.

Junyu ZhouDepartment of Rheumatology and Immunology, Xiangya Hospital, Central South University, Changsha, China.
Jui-Hua WangHunan Yueya Dental Clinic, Changsha, China.
Zhen HuangChangsha Chang Hao Hospital, Changsha, China.
Liping CaoNational Clinical Research Center of Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Frailty, a multidimensional indicator of declining physiological reserve, has been consistently linked to adverse health outcomes. However, whether dynamic trajectories of the Frailty Index (FI) predict new-onset osteoporosis remains unclear. Methods: For this longitudinal cohort study, we retrieved data on adults aged ≥50 years from the Health and Retirement Study, the English Longitudinal Study of Ageing, and the Survey of Health, Ageing and Retirement in Europe. We assessed frailty using the FI and identified longitudinal frailty trajectories, examined associations of baseline FI and frailty trajectories with incident osteoporosis, and explored nonlinear relationships and the potential mediating role of grip strength. Results: Over median follow-up periods of 4, 6, and 8 years, 244, 2,693, and 1,986 participants in the ELSA, the SHARE, and the HRS cohorts developed osteoporosis, respectively. Higher baseline FI was independently associated with greater osteoporosis risk across all cohorts, with adjusted hazard ratios of 1.43 (95% confidence interval (CI) = 1.36-1.50, P < 0.001) in the HRS, 1.36 (95% CI = 1.19-1.57, P < 0.001) in the ELSA, and 1.39 (95% CI = 1.33-1.45, P < 0.001) in the SHARE cohort. We identified four FI trajectories. Compared with the low frailty group, participants in higher frailty trajectory groups generally exhibited increased risks of osteoporosis across cohorts. Nonlinear analyses pointed to threshold effects in the HRS and the SHARE, with steeper risk increases at lower FI levels. Grip strength partially mediated this association. Conclusions: In our sample, baseline FI and its longitudinal trajectories were significantly associated with osteoporosis. Our findings suggest that the early identification and monitoring of frailty, as well as muscle strength improvement, may help reduce osteoporosis risk.

Indexed as

FrailtyMuscle StrengthOsteoporosisAgedEuropeFemaleHand StrengthHumansLongitudinal StudiesMaleMiddle AgedRisk FactorsFrailty Indexgrip strengthgroup-based trajectory modellinglongitudinal cohortosteoporosistrajectory analysis

Identifiers

PMID42895262
PMCPMC13679352

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.