Evidence map›Paper›PMID 41495167›Full record

ArticleScientific reports2026

The mediating role of cognitive function in the association between physical activity and frailty risk.

Jianyu Tang, Hongying Wang

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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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.

Jianyu TangCollege of Physical Education, Shanghai University of Sport, Shanghai, China.
Hongying WangCollege of Physical Education, Shanghai University of Sport, Shanghai, China. 2658448984@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Frailty is a common geriatric syndrome that compromises quality of life and worsens health outcomes. The aim was to examine the effect of physical activity on frailty and to explore the potential mediating role of cognitive function. We used data from 11,751 adults aged ≥ 45 years from the 2018 China Health and Retirement Longitudinal Study (CHARLS). Frailty was measured using a Frailty Index, cognitive function with the MMSE, and physical activity categorized by total MET scores. Logistic regression assessed independent and joint associations. Restricted cubic spline analyses based on MMSE scores were conducted to explore nonlinear relationships and identify a cognition threshold (13 points). Mediation analysis with bootstrapping evaluated the mediating role of cognition, with subgroup analyses by sex, education, and residence. A total of 11,751 participants (mean age 60.46 ± 9.02 years) were included in the analysis, of whom 8.1% were classified as frail. Participants with frailty were older, had lower cognitive scores, shorter sleep duration, lower educational attainment, and were less physically active. Higher levels of physical activity were associated with a lower risk of frailty (OR = 0.30, 95% CI: 0.26-0.36), and each one-point increase in cognitive score was also linked to reduced frailty risk (OR = 0.89, 95% CI: 0.87-0.90). A nonlinear association was identified between cognitive function and frailty, with an inflection point at approximately 13 points on the MMSE-derived cognitive score, below which the risk of frailty increased more sharply. Mediation analysis showed that cognitive function partially mediated the association between physical activity and frailty, with a total effect of - 0.14 (95% CI: -0.16 to - 0.12), a direct effect of - 0.13 (95% CI: -0.15 to - 0.11), and an indirect effect of - 0.01 (95% CI: -0.02 to - 0.01), accounting for 8.37% of the overall association. Cognitive function partially explains how physical activity reduces frailty risk. This mediating pathway differs across population groups. Interventions promoting both physical and cognitive health may help delay frailty and support healthy aging.

Indexed as

CognitionExerciseFrail ElderlyFrailtyAgedAged, 80 and overChinaFemaleGeriatric AssessmentHumansLongitudinal StudiesMaleMiddle AgedQuality of LifeRisk FactorsCognitive functionFrailtyMediation analysisPhysical activity

Identifiers

PMID41495167
PMCPMC12873280

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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 OpenQuestion graph.