ArticleNeurobiology of aging2022
Actigraphy-estimated physical activity is associated with functional and structural brain connectivity among older adults.
Article in Neurobiology of aging, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
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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.
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Who cites it
17 citing papers in PubMed, 22 citations in OpenAlex.
- Association of psychosocial stress with altered functional connectivity of large-scale brain networks in aging adults.Cognitive, affective & behavioral neuroscience · 2026Article
- Associations of cerebrospinal fluid measures of synaptic function with white matter microstructure and cognition in older adults.Frontiers in aging neuroscience · 2026Article
- Resting-state brain activity and association with physical activity.Frontiers in aging neuroscience · 2026Article
- Comparison and Validation of Actigraphy Algorithms Using a Large Community Dataset: Algorithm Validation Study.JMIR formative research · 2025Article
- Cognitive profiles among dementia-free older adults and their associations with neuroimaging markers.Brain imaging and behavior · 2025Article
- Physical Activity Over the Adult Life Course and Risk of Dementia in the Framingham Heart Study.JAMA network open · 2025Article
- White matter microstructure statistically mediates associations between circadian rest/activity rhythms and cognition in older adults.Sleep advances : a journal of the Sleep Research Society · 2025Article
- Wearables in Chronomedicine and Interpretation of Circadian Health.Diagnostics (Basel, Switzerland) · 2025Review
- Cardiorespiratory Fitness and Sleep, but not Physical Activity, are Associated with Functional Connectivity in Older Adults.Sports medicine - open · 2024Article
- Differences in Daily Physical Activity by Alzheimer's Risk Markers Among Older Adults.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024Article
- Comparative electroencephalography analysis: Marathon runners during tapering versus sedentary controls reveals no significant differences.Brain and behavior · 2024Article
- Actigraphy Estimated Sleep Moderates the Relationship between Physical Activity and Cognition in Older Adults.Mental health and physical activity · 2024Article
- Association of Physical Activity and Exercise with Physical Performance and Muscle Mass in Older Adults: Results from the Longevity Check-Up (Lookup) 7+ Project.Journal of clinical medicine · 2023Article
- [Late-life depression and frailty-Epidemiological, clinical and neurobiological associations].Der Nervenarzt · 2023Review
- The effect of physical activity on white matter integrity in aging and prodromal to mild Alzheimer's disease with vascular comorbidity.Frontiers in aging neuroscience · 2023Article
- Age-Dependent Association Between Cognitive Reserve Proxy and Longitudinal White Matter Microstructure in Older Adults.Frontiers in psychology · 2022Article
- Physical activity modifies associations between cerebrospinal fluid tau measures and executive function.Alzheimer's & dementia (New York, N. Y.)Article
Corrections and comments
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Authors and funding
11 authors at 2 institutions in 1 country.
Funding
Abstract
Higher physical activity levels are associated with reduced cognitive decline among older adults; however, current understanding of underlying brain mechanisms is limited. This cross-sectional study investigated the relationship between actigraphy-estimated total volume of physical activity (TVPA) and magnetic resonance imaging (MRI) measures of white matter hyperintensities (WMH), and functional and structural brain connectivity, measured by resting-state functional MRI and diffusion tensor imaging. Study participants (N = 156, mean age = 71 years) included 136 with normal cognition and 20 with Mild Cognitive Impairment. Higher TVPA was associated with greater functional connectivity within the default-mode network and greater network modularity (a measure of network specialization), as well as with greater anisotropy and lower radial diffusion in white matter, suggesting better structural connectivity. These associations with functional and structural connectivity were independent of one another and independent of the level of vascular risk, APOE-ε4 status, cognitive reserve, and WMH volume, which were not associated with TVPA. Findings suggest that physical activity is beneficial for brain connectivity among older individuals with varying levels of risk for cognitive decline.
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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.