Evidence map›Paper›PMID 42494907›Full record

Observational studyFrontiers in public health2026

Longitudinal bidirectional associations among sarcopenia risk, social isolation, and frailty in Chinese older adults using an item response theory-derived frailty index.

Hui-Qian Lin, Ci Lin, Ya-Fen Lin, Xiao-Di Wang, Han-Bing Lin, Xin-Ying Chen, Wu-Xuan Huang, Jin-Lan Zhong, Hong Fan, Ya-Jun Hong

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in public 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
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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

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

10 authors.

Hui-Qian Lin *Zhongshan Hospital, Fudan University (Xiamen Branch), Xiamen, Fujian, China.
Ci Lin *State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, Xiamen, Fujian, China.
Ya-Fen LinState Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, Xiamen, Fujian, China.
Xiao-Di WangState Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, Xiamen, Fujian, China.
Han-Bing LinState Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, Xiamen, Fujian, China.
Xin-Ying ChenState Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, Xiamen, Fujian, China.
Wu-Xuan HuangState Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, Xiamen, Fujian, China.
Jin-Lan ZhongZhongshan Hospital, Fudan University (Xiamen Branch), Xiamen, Fujian, China.
Hong FanZhongshan Hospital, Fudan University (Xiamen Branch), Xiamen, Fujian, China.
Ya-Jun HongZhongshan Hospital, Fudan University (Xiamen Branch), Xiamen, Fujian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Frailty is a common geriatric syndrome characterized by multisystem decline and increased vulnerability in older adults, and may interact with sarcopenia risk and social isolation through shared behavioral and functional pathways. However, their longitudinal bidirectional associations remain insufficiently understood. In addition, the frailty index, one of the most widely used tools for frailty assessment, is typically constructed within a conventional equal-weight cumulative-deficit framework and may not fully capture heterogeneity in the contribution of individual deficits. Methods: This longitudinal observational study used data from the China Health and Retirement Longitudinal Study from 2011 to 2015. A total of 3,159 adults aged 60 years and older with repeated measures of sarcopenia risk, social isolation, and frailty were included. Frailty was assessed using a 40-item item response theory-derived frailty index. Sarcopenia risk was measured using a composite score based on estimated skeletal muscle mass, grip strength, and gait speed. Social isolation was assessed using a multidimensional social isolation index. Longitudinal associations were examined using cross-lagged panel models and random-intercept cross-lagged panel models. Results: Reciprocal longitudinal associations were observed. At the between-person level, higher sarcopenia risk was associated with higher frailty. At the within-person level, higher sarcopenia risk predicted later social isolation, higher social isolation predicted later frailty, and sarcopenia risk also directly predicted later frailty. Frailty more strongly predicted later social isolation and later sarcopenia risk. Bootstrap-based indirect-effect analyses further suggested that social isolation may represent a modest longitudinal indirect pathway linking sarcopenia risk and frailty, with more consistent evidence for the reverse pathway. No significant subgroup differences were observed by age, sex, education, or residence. Conclusion: Sarcopenia risk, social isolation, and frailty formed a linked longitudinal process in older adults. Social isolation may represent a modest indirect pathway linking sarcopenia risk and frailty in both temporal directions, with stronger evidence for the reverse pathway. Early identification of both muscle-related vulnerability and social disconnection may help delay frailty progression.

Indexed as

Frail ElderlyFrailtySarcopeniaSocial IsolationAgedAged, 80 and overChinaEast Asian PeopleFemaleGeriatric AssessmentHumansLongitudinal StudiesMaleMiddle AgedRisk FactorsCHARLSfrailtyhealthy agingitem response theorylongitudinal analysisrandom-intercept cross-lagged panel modelsarcopenia risksocial isolation

Identifiers

PMID42494907
PMCPMC13393455

What Socratic holds

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LicenceCC BY
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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.