ArticleFrontiers in endocrinology2022
Rest-Activity Rhythm Is Associated With Obesity Phenotypes: A Cross-Sectional Analysis.
Article in Frontiers in endocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- Circadian Regulation and Pain: A Systematic Review of the Association Between Rest-Activity Rhythm and Pain-Related Outcomes.Clocks & sleep · 2026Review
- Association of Rest-Activity Rhythm and Sleep Regularity With Cardiometabolic Disease in the CARDIA Study.Journal of the American Heart Association · 2026Article
- Observational
- Article
- Patterns of rest-activity rhythms from adolescence to young adulthood: a scoping review.Frontiers in sleep · 2026Review
- Circadian rhythm profiles derived from accelerometer measures of the sleep-wake cycle in two cohort studies.Nature communications · 2025Article
- Article
- Rest-activity rhythm phenotypes in adults with epilepsy and intellectual disability.Epilepsia open · 2025Article
- Rest-Activity Rhythm Patterns and Their Associations With Depression and Obesity: A Study Using Actigraphy and Human-Smartphone Interactions.Depression and anxiety · 2025Article
- The association of 24-hour behavior rhythms with stroke among American adults with prediabetes/diabetes: evidence from NHANES 2011-2014.BMC public health · 2024Article
- Comparing Human-Smartphone Interactions and Actigraphy Measurements for Circadian Rhythm Stability and Adiposity: Algorithm Development and Validation Study.Journal of medical Internet research · 2024Article
- Article
- Measures of fragmentation of rest activity patterns: mathematical properties and interpretability based on accelerometer real life data.Research square · 2023Article
- Wearable-based accelerometer activity profile as digital biomarker of inflammation, biological age, and mortality using hierarchical clustering analysis in NHANES 2011-2014.Scientific reports · 2023Article
- Article
- Association of 24 h Behavior Rhythm with Non-Alcoholic Fatty Liver Disease among American Adults with Overweight/Obesity.Nutrients · 2023Article
- Trajectories of 24-Hour Physical Activity Distribution and Relationship with Dyslipidemia.Nutrients · 2023Article
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Authors and funding
6 authors.
Funding
Abstract
Background: The prevalence of obesity continues to increase in spite of substantial efforts towards its prevention, posing a major threat to health globally. Circadian disruption has been associated with a wide range of preclinical and clinical disorders, including obesity. However, whether rest-activity rhythm (RAR), an expression of the endogenous circadian rhythm, is associated with excess adiposity is poorly understood. Here we aimed to assess the association of RAR with general and abdominal obesity. Methods: Non-institutionalized adults aged ≥20 years participating in the US National Health and Nutrition Examination Survey (NHANES) 2011-2014 who wore accelerometers for at least four 24-hour periods were included (N=7,838). Amplitude, mesor, acrophase and pseudo-F statistic of RAR were estimated using extended cosinor model, and interdaily stability (IS) and intradaily variability (IV) were computed by nonparametric methods. We tested the association between rest-activity rhythm and general obesity defined by body mass index and abdominal obesity by waist circumference. Waist-to-height ratio, sagittal abdominal diameter, and total and trunk fat percentages measured by imaging methods were also analyzed. Results: In multivariable analysis, low amplitude (magnitude of the rhythm), mesor (rhythm-corrected average activity level), pseudo-F statistic (robustness of the rhythm), IS (day-to-day rhythm stability), or high IV (rhythm fragmentation) were independently associated with higher likelihood of general or abdominal obesity (all Conclusions: Aberrant RAR is independently associated with anthropometric and imaging measures of general and abdominal obesity. Longitudinal studies assessing whether RAR metrics can predict weight gain and incident obesity are warranted.
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