Evidence map›Paper›PMID 42444512›Full record

ArticleBrain and behavior2026

Impact of Physical Activity on Stroke Risk in Middle-Aged and Older Adults.

Huiping Bai, Zetai Bai, Guanzhao Wu

Abstract read
In one paragraph

Article in Brain and behavior, 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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0citing papers in PubMed
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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

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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

3 authors.

Huiping BaiQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China.
Zetai BaiQilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.
Guanzhao WuQilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.ORCID https://orcid.org/0000-0002-8170-7993

Funding

Qilu Young Scholars Program of Shandong University SDQLQN2021-01Young Taishan Scholars tsqn 202306352
6 · The paper itself

Abstract

purposeThe relationship between physical activity intensity and the risk of first-ever stroke in middle-aged and older adults remains incompletely understood. This study aimed to investigate the association between different intensities and total volumes of physical activity and the incidence of first stroke, and to explore potential cardiovascular mediators underlying this relationship.

methodThis prospective cohort study utilized data from the China Health and Retirement Longitudinal Study (CHARLS), including 4380 stroke-free adults aged ≥ 45 years at baseline. Physical activity was assessed using the International Physical Activity Questionnaire Short Form and classified into sedentary behavior, active physical activity, and highly active physical activity. Total physical activity was quantified in metabolic equivalent task minutes per week (MET-min/week). Incident stroke was identified through self-reported physician diagnosis during a 7-year follow-up period. Cox proportional hazards models, multivariable logistic regression, restricted cubic spline analyses, subgroup analyses, and mediation analyses were conducted after adjusting for demographic, lifestyle, and clinical confounders. FINDING: During follow-up, 300 participants (6.8%) experienced a first-ever stroke. Highly active physical activity was associated with a significantly reduced risk of first stroke compared with sedentary behavior (adjusted hazard ratio [HR], 0.52; 95% confidence interval [CI], 0.30-0.92; adjusted odds ratio [OR], 0.45; 95% CI, 0.36-0.55). A nonlinear, flipped J-shaped dose-response relationship was observed between total physical activity and stroke risk, with the lowest risk occurring at approximately 13,045 MET-min/week. Subgroup analyses showed stronger protective effects of highly active physical activity in men, individuals without heart disease, overweight individuals, and those with hypertension. Mediation analyses indicated that the protective association was largely mediated by improvements in cardiovascular indicators, including blood pressure, high-density lipoprotein cholesterol, body mass index, and the triglyceride-glucose index.

conclusionThe inverse association between highly active physical activity and first stroke was partially accounted for by cardiovascular biomarkers.

Indexed as

ExerciseStrokeAgedChinaFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedProspective StudiesRisk FactorsSedentary Behaviorcardiovascular biomarkersCHARLSphysical activitystroke

Identifiers

PMID42444512
PMCPMC13366402

What Socratic holds

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LicenceCC BY
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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 Socratic graph.