ArticleNeuroImage. Clinical2021
Linking objective measures of physical activity and capability with brain structure in healthy community dwelling older adults.
Article in NeuroImage. Clinical, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 31 citations in OpenAlex.
- Neuroscience meets behavior: A systematic literature review on magnetic resonance imaging of the brain combined with real-world digital phenotyping.Human brain mapping · 2024Pooled it
- Physical Activity and BrainAGE: Exploring the Impact on Brain Health and Plasticity in Older Adults.Human brain mapping · 2025Trial
- Observational
- Structural and Functional Connectivity Predict the Effects of Direct Brain Stimulation on Memory.bioRxiv : the preprint server for biology · 2026Article
- Joint effects of sleep behaviors and physical activity on brain structure and cognitive function.Fundamental research · 2026Article
- Cardiometabolic risk and structural brain development in a large community-based U.S. cohort.medRxiv : the preprint server for health sciences · 2025Article
- Current challenges and future directions for brain age prediction in children and adolescents.Nature communications · 2025Review
- Associations between physical activity and brain structure in a large community cohort.Scientific reports · 2025Article
- Accelerometer-Measured Physical Activity and Neuroimaging-Driven Brain Age.Health data science · 2025Article
- The Balance Tracking System (BTrackS) for Postural Control Assessment/Training - a Decade of Research.Medical devices (Auckland, N.Z.) · 2025Review
- Dissecting unique and common variance across body and brain health indicators using age prediction.Human brain mapping · 2024Article
- Decrease in Gait Speed Over Time Is Associated With Increase in Number of Depression Symptoms in Older Adults With Type 2 Diabetes.The journals of gerontology. Series A, Biological sciences and medical sciences · 2023Article
- Genetic architecture of brain age and its causal relations with brain and mental disorders.Molecular psychiatry · 2023Article
- Associations between everyday activities and arterial spin labeling-derived cerebral blood flow: A longitudinal study in community-dwelling elderly volunteers.Human brain mapping · 2023Article
- Sex-specific relationships between obesity, physical activity, and gray and white matter volume in cognitively unimpaired older adults.GeroScience · 2023Article
- Assessing the interaction effects of brain structure longitudinal changes and life environmental factors on depression and anxiety.Human brain mapping · 2023Article
- Neuroimaging-Based Brain Age Estimation: A Promising Personalized Biomarker in Neuropsychiatry.Journal of personalized medicine · 2022Review
- Cardiometabolic risk factors associated with brain age and accelerate brain ageing.Human brain mapping · 2022Article
- Health-related heterogeneity in brain aging and associations with longitudinal change in cognitive function.Frontiers in aging neuroscience · 2022Article
- Adipose tissue distribution from body MRI is associated with cross-sectional and longitudinal brain age in adults.NeuroImage. Clinical · 2022Article
Corrections and comments
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Authors and funding
11 authors at 5 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Maintaining high levels of daily activity and physical capability have been proposed as important constituents to promote healthy brain and cognitive aging. Studies investigating the associations between brain health and physical activity in late life have, however, mainly been based on self-reported data or measures designed for clinical populations. In the current study, we examined cross-sectional associations between physical activity, recorded by an ankle-positioned accelerometer for seven days, physical capability (grip strength, postural control, and walking speed), and neuroimaging based surrogate markers of brain health in 122 healthy older adults aged 65-88 years. We used a multimodal brain imaging approach offering complementary structural MRI based indicators of brain health: global white matter fractional anisotropy (FA) and mean diffusivity (MD) based on diffusion tensor imaging, and subcortical and global brain age based on brain morphology inferred from T1-weighted MRI data. In addition, based on the results from the main analysis, follow-up regression analysis was performed to test for association between the volume of key subcortical regions of interest (hippocampus, caudate, thalamus and cerebellum) and daily steps, and a follow-up voxelwise analysis to test for associations between walking speed and FA across the white matter Tract-Based Spatial Statistics (TBSS) skeleton. The analyses revealed a significant association between global FA and walking speed, indicating higher white matter integrity in people with higher pace. Voxelwise analysis supported widespread significant associations. We also found a significant interaction between sex and subcortical brain age on number of daily steps, indicating younger-appearing brains in more physically active women, with no significant associations among men. These results provide insight into the intricate associations between different measures of brain and physical health in old age, and corroborate established public health advice promoting physical activity.
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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.