ArticleHeliyon2023
Accelerometer-measured physical activity patterns are associated with phenotypic age: Isotemporal substitution effects.
Article in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
27 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The effects of different types of Tai Chi exercise on anxiety and depression in older adults: a systematic review and network meta-analysis.Frontiers in public health · 2023Pooled it
- Unraveling the link between hypertension and depression in older adults: a meta-analysis.Frontiers in public health · 2023Pooled it
- Associations of light and moderate-to-vigorous physical activity with health-related outcomes: findings from the FINFIT 2017 and 2021 studies.Annals of medicine · 2026Article
- Exploring the role of β2-microglobulin in the relationship between physical activity and DNAm-predicted PhenoAge: Evidence from a population-based and mice single-cell RNA-sequencing study.Journal of advanced research · 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
- Threshold effects of physical activity and cognitive function among older adults with diabetes mellitus in NHANES 2011-2014.Aging clinical and experimental research · 2025Article
- Association Between the Serum Creatinine to Cystatin C Ratio, Physical Activity, and Frailty in Middle-Aged and Older Adults in China: A Nationwide Cohort Study.Life (Basel, Switzerland) · 2025Article
- Unsupervised clustering of biochemical markers reveals health profiles associated with function and survival in active aging.Scientific reports · 2025Article
- Association between mental work and biological aging: the mediating role of visceral adiposity index.Innovation in aging · 2025Article
- Mediation role of telomere length in the relationship between physical activity and PhenoAge: A population-based study.Journal of exercise science and fitness · 2025Article
- Sedentary behavior accelerates biological aging mediated by body mass index in adults.Scientific reports · 2025Article
- Association of the newly proposed dietary index for gut microbiota and depression: the mediation effect of phenotypic age and body mass index.European archives of psychiatry and clinical neuroscience · 2025Article
- Key developments and hotspots in programmed cell death in liver cancer pain: a bibliometric study.Discover oncology · 2025Article
- Knowledge map of programmed cell death in esophageal cancer: a bibliometric analysis.Discover oncology · 2025Article
- Association of cardiorespiratory fitness with phenotypic age in younger population: a study based on the NHANES database.Frontiers in sports and active living · 2025Article
- Non-linear association between serum levels of vitamins A and B12 and accelerated epigenetic aging.Frontiers in nutrition · 2025Article
- Correlation Between PhenoAgeAccel and Clinical Outcomes in Atrial Fibrillation Patients Undergoing Radiofrequency Catheter Ablation.Journal of inflammation research · 2025Article
- Review
- Data Analytics in Physical Activity Studies With Accelerometers: Scoping Review.Journal of medical Internet research · 2024Article
- Inverted U-shaped relationship between sleep duration and phenotypic age in US adults: a population-based study.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Prolonged sitting appears to accelerate aging, while optimal physical activity patterns have been found to delay the process. It is an emerging topic, and no conclusions have been reached regarding the relationship between physical activity patterns and biomarkers-measured aging. Hence, the aim of this study was to investigate the association between sensor-based objectively measured physical activity and phenotypic age using a nationwide population from the National Health and Nutrition Examination Survey (NHANES) in the United States. Weighted linear regression models were performed to evaluate the association between sedentary behavior, light-intensity physical activity (LPA), moderate-to-vigorous physical activity (MVPA) and phenotypic age. A total of 6439 eligible participants were included and the weighted respondents were 49,964,300. Results showed that prolonged sitting was positively associated with phenotypic age in the fully adjusted model [β (95% CI): 0.009(0.007,0.011), p < 0.001], while increasing volume of LPA and MVPA was associated with younger phenotypic age using the fully adjusted model [β (95% CI): -0.010(-0.013,-0.006), p < 0.001; -0.062(-0.075,-0.048), p < 0.001]. By utilizing the Isotemporal Substitution Model, it was found that replacing 30 min of sedentary behavior with 30 min of LPA or MVPA per day was associated with estimated 0.4 or 1.9 years of phenotypic age reduction. According to the study's findings, maintaining a certain level of physical activity could delay the process of aging and intensity matters.
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