Evidence map›Paper›PMID 42059054›Full record

ArticleJournal of global health2026

Association between physical activity and cardiovascular-kidney-metabolic syndrome in older Chinese adults: a nationwide, cross-sectional study.

Qingmei Liu, Ji Shen, Yushan Zhang, Chi Zhang, Guoqing Fan, Lei Wang, Houguang Zhou, Jie Zhang, Hong Shi

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.

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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

9 authors.

Qingmei Liu *Department of Rehabilitation, Beijing Hospital, National Center for Gerontology; National Clinical Research Center for Gerontology; The Key Laboratory of Geriatrics of NHC; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Ji Shen *Department of Geriatrics, Beijing Hospital, National Center for Gerontology; National Clinical Research Center for Gerontology; The Key Laboratory of Geriatrics of NHC; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Yushan ZhangDepartment of Basic Innovation Research, Beijing Hospital, National Center for Gerontology National Clinical Research Center for Gerontology; The Key Laboratory of Geriatrics of NHC; Beijing Key Laboratory of Aging Mechanism and Intervention Research on Aging-Related Diseases; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Chi ZhangDepartment of Basic Innovation Research, Beijing Hospital, National Center for Gerontology National Clinical Research Center for Gerontology; The Key Laboratory of Geriatrics of NHC; Beijing Key Laboratory of Aging Mechanism and Intervention Research on Aging-Related Diseases; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Guoqing FanDepartment of Geriatrics, Beijing Hospital, National Center for Gerontology; National Clinical Research Center for Gerontology; The Key Laboratory of Geriatrics of NHC; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Lei WangMedical Center on Aging of Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Department of Geriatrics, Shanghai, China.
Houguang ZhouHuashan Hospital, National Clinical Research Center for Aging and Medicine, Fudan University, Department of Geriatrics, Shanghai, China.
Jie ZhangDepartment of Geriatrics, Beijing Hospital, National Center for Gerontology; National Clinical Research Center for Gerontology; The Key Laboratory of Geriatrics of NHC; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Hong ShiDepartment of Geriatrics, Beijing Hospital, National Center for Gerontology; National Clinical Research Center for Gerontology; The Key Laboratory of Geriatrics of NHC; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cardiovascular-kidney-metabolic (CKM) syndrome represents a new framework to address the non-communicable disease burden in ageing populations. However, evidence on the association between physical activity and the integrated CKM syndrome is scarce, particularly among older Asian adults. We aimed to investigate this association in a large sample of older Chinese adults. Methods: This cross-sectional study utilised data from the China Ageing and Health Survey, including 41 829 community-dwelling adults aged ≥65 years. Physical activity was assessed using the validated Physical Activity Scale for the Elderly (PASE). Cardiovascular-kidney-metabolic syndrome was defined based on the 2023 American Heart Association criteria (Stages 1-4 vs. Stage 0). Multivariable logistic regression models were used to examine the association between PASE quartiles and CKM syndrome prevalence. Results: The prevalence of CKM syndrome was 80.3%. After full adjustment, a significant inverse dose-response relationship was observed between physical activity and CKM syndrome (P for trend <0.001). Participants in the highest physical activity quartile had 21% lower odds of CKM syndrome compared to the lowest quartile (adjusted odds ratio (aOR) = 0.79; 95% CI = 0.74-0.85). This inverse association was consistent across sexes but was strongly age-dependent: it was most pronounced among individuals aged ≥80 years (P for trend <0.001) and non-significant in the 65-69 age group (P for trend >0.05). Conclusions: Higher physical activity is independently associated with a lower prevalence of CKM syndrome in older Chinese adults. This inverse association was strikingly age-dependent and most pronounced in the oldest-old (aged ≥80 years). For aging populations globally, promoting accessible, age-appropriate physical activity may represent a high-priority, low-cost public health strategy to reduce CKM burden, particularly in this most vulnerable demographic.

Indexed as

Cardio-Renal SyndromeExerciseMetabolic SyndromeAgedAged, 80 and overChinaCross-Sectional StudiesEast Asian PeopleFemaleHealth SurveysHumansMalePrevalence

Identifiers

PMID42059054
PMCPMC13129894

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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.