Evidence map›Paper›PMID 42151438›Full record

ArticleScientific reports2026

J-shaped relationship between physical activity and frailty risk in adults with sleep disorders: the additional protective role of the weekend warrior pattern.

Yang Sun, Min Yin, Libin Zhou

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. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Yang SunThe Affiliated Lihuili Hospital of Ningbo University, Ningbo, China.
Min YinThe Affiliated Lihuili Hospital of Ningbo University, Ningbo, China. lhlyinmin@nbu.edu.cn.
Libin ZhouThe Affiliated Lihuili Hospital of Ningbo University, Ningbo, China. zlburo2013@sina.com.

Funding

Ningbo Key Clinical Speciality Construction Project 2023-BZZthe Key Cultivating Discipline of LihHuiLi Hospital 2022-P09the Medicine and Health Project of Zhejiang Province 2025KY1284the Natural Science Foundation of Ningbo Municipality 2024J346Zhejiang Medical Association Clinical Medical Research Special Fund Project 2024ZYC-Z82
6 · The paper itself

Abstract

Frailty is a multifactorial syndrome associated with increased vulnerability to adverse health outcomes. Physical activity (PA) is widely recognized as a modifiable factor potentially related to reduced frailty risk; however, its association among individuals with sleep disorders remains unclear. Using data from 2706 participants with sleep disorders in the National Health and Nutrition Examination Survey (2007-2018), we examined the association between PA and frailty. PA was assessed using the Global Physical Activity Questionnaire and expressed as metabolic equivalent minutes per week. Multivariable logistic regression, nonlinear modeling, and subgroup analyses were performed. A nonlinear J-shaped association between PA and frailty was identified, with an inflection point at approximately 1,037 MET-min/week. Below this level, higher PA was associated with lower odds of frailty (OR = 0.50, 95% CI: 0.33-0.76), while no significant association was observed at higher levels. Participants in the highest PA quartile had lower odds of frailty compared with those in the lowest quartile (OR = 0.65, 95% CI: 0.46-0.91). The "weekend warrior" pattern was inversely associated with frailty compared with inactivity (OR = 0.49, 95% CI: 0.25-0.96). These findings suggest that moderate levels of PA may be associated with lower frailty risk among individuals with sleep disorders. The "weekend warrior" pattern was associated with lower odds of frailty, suggesting that achieving recommended levels of physical activity through concentrated weekly accumulation may be relevant in this population.

Indexed as

ExerciseFrailtySleep Wake DisordersAdultAgedFemaleHumansMaleMiddle AgedNutrition SurveysRisk FactorsEpidemiologyFrailtyNHANESPhysical activitySleep disordersWeekend warrior

Identifiers

PMID42151438
PMCPMC13376928

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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.