Evidence map›Paper›PMID 41808934›Full record

ArticleJournal of exercise science and fitness2026

Cardiovascular disease, 24-h movement behaviors and all-cause mortality: a compositional mediation analysis based on a prospective cohort.

Yutai Cai, Ziqiang Lin, Mengqu Liang, Tao Zhang, Yiting Huang, Zhehao Wang, Qiaoman Mo, Jiaxin Shen, Jiade Chen, Qingguang Zhong and 5 more

Abstract read
In one paragraph

Article in Journal of exercise science and fitness, 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

15 authors.

Yutai CaiDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Ziqiang LinDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Mengqu LiangDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Tao ZhangDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Yiting HuangDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Zhehao WangDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Qiaoman MoDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Jiaxin ShenDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Jiade ChenDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Qingguang ZhongDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Guanren ChenDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Lixia LiDepartment of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, China.
Yue ChenSchool of Epidemiology and Public Health, University of Ottawa, Ottawa, K1G5Z3, Canada.
Da-Lin LuDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.
Yanhui GaoDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: We aimed to investigate how 24-h movement behaviors mediated the association between cardiovascular disease (CVD) and mortality, and to determine 24-h time-use patterns across different mortality risk strata for CVD patients. Methods: The study incorporated 90,858 UK Biobank adults (with a median age of 57 years, 56.2% female and 30.7% CVD patients) who undertook an accelerometer assessment. Cox compositional mediation models were used to determine the mediating effects of 24-h movement behaviors. The 24-h time-use patterns at varying risks were determined using risk stratification based on predicted mortality through isotemporal substitution models. Results: During a median follow-up of 13.4 years, 3047 deaths were recorded. The total indirect effect of CVD on mortality through 24-h movement behaviors was statistically significant with the mediation proportion being 16.9% for moderate-to-vigorous physical activity (MVPA) and 1.1% for sedentary behavior (SB). The 24-h time-use pattern of CVD patients with the low mortality risk was predicted to comprise 433, 606, 310, 91 min/day on sleep, SB, light-intensity physical activity and MVPA, respectively. Physical activity levels progressively decreased with rising mortality risk. CVD patients at high mortality risk were expected to gain 1.8 years of life by reallocating daily time to match the 24-h time-use pattern of those at low risk. Conclusion: The association between CVD and mortality is mediated by 24-h movement behaviors, particularly by MVPA and SB. For CVD patients, tailoring individual physical activity programs to 24-h time-use patterns at lower risk levels could serve as an effective behavioral intervention strategy for extending lifespan.

Indexed as

Cardiovascular diseaseCompositional dataLife expectancyMediating effectPhysical activity

Identifiers

PMID41808934
PMCPMC12969094

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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 OpenQuestion graph.