ArticleBMC public health2025
Combinations of physical activity, sedentary behavior and sleep and their associations with cardiovascular risk.
Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Insomnia as an Independent Behavioral Correlate of Estimated Type 2 Diabetes Risk: Evidence from Three Validated Risk Assessment Scales.Rambam Maimonides medical journal · 2026Article
- The association between retirement and 24-hour movement behaviour composition in older adults.BMC public health · 2026Article
- Ultrasound-Assessed Brachial Artery Flow-Mediated Dilation and Carotid Plaque Burden as Markers of Vascular Health in Relation to Weekly Physical Activity Duration in Older Adults.Diagnostics (Basel, Switzerland) · 2026Article
- Relative contributions of lifestyle factors to stage-specific progression and mortality in cardiovascular-kidney-metabolic syndrome: a prospective cohort study with multi-state models.Frontiers in public health · 2026Article
- Sedentary Behavior Interventions in COPD: A Scoping Review of Strategies, Behavior Change Techniques, and Device-Measured Outcomes.International journal of chronic obstructive pulmonary disease · 2026Article
- Dietary Antioxidant Intake and Sleep Quality: Combined Effects on Chronic Obstructive Pulmonary Disease in NHANES 2005-2008 and Mendelian Randomization Analysis.Food science & nutrition · 2025Article
- A multimodal multi-agent LLM framework for identifying key drivers of sleep disorders.Frontiers in neurologyArticle
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Authors and funding
5 authors.
Funding
Abstract
backgroundCardiovascular diseases (CVD) are the primary cause of global morbidity and mortality. Movement behaviors; physical activity (PA), sedentary behavior (SB) and sleep are essential for cardiovascular health, yet they are often studied separately.
objectiveTo investigate the association between the movement behaviors with cardiovascular risk (CVR) mediated by sleep quality.
methodsPopulation-based survey in two Brazilian municipalities, collected through face-to-face interview.PA practice was assessed using a question adapted from the study: Surveillance of risk and protective factors for chronic diseases by telephone survey (VIGITEL). Total daily SB time was measured in hours. The proportion of minutes of moderate to vigorous physical activity (MVPA) in relation to SB time was calculated and dichotomized into < 2.5 or ≥ 2.5 min of MVPA per hour of SB. Sleep quality was assessed using the Pittsburgh Sleep Quality Index (PSQI), and CVR was estimated via the Framingham risk score (FRS), categorized as low risk (< 5%) or intermediate to high risk (≥ 5%).
resultsThe study involved 1,550 individuals, 46.3% aged 35-59 years and 50.7% female. Multivariate analysis, adjusted for confounders, indicated that individuals with ≥ 2.5 min of MVPA per hour of SB had a lower likelihood of intermediate to high CVR (odds ratio (OR): 0.60; 95%CI: 0.39-0.92), and 16.6% of this effect was mediated by sleep quality (OR: 0.65; 95%CI: 0.43-0.99). In the combined analysis, individuals with an MVPA per SB hour ratio and good sleep quality were less likely to have intermediate to high CVR (OR: 0.38; 95%CI: 0.21-0.69).
conclusionsThe combination of high MVPA, low SB and good sleep quality, was associated with a less CVR. These findings highlight the importance of integrated interventions addressing multiple movement behaviors to prevent and treat CVR.
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