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.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.