ArticleJAMA network open2019
Association of Accelerometer-Measured Light-Intensity Physical Activity With Brain Volume: The Framingham Heart Study.
Article in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 76 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
76 citing papers in PubMed, 3 syntheses or guidelines pooled it, 133 citations in OpenAlex.
- Selected social and lifestyle correlates of brain health markers: the Cross-Cohort Collaboration Consortium.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Pooled it
- Daily steps and all-cause mortality: a meta-analysis of 15 international cohorts.The Lancet. Public health · 2022Pooled it
- The Effects of mHealth-Based Gamification Interventions on Participation in Physical Activity: Systematic Review.JMIR mHealth and uHealth · 2022Pooled it
- Implementation and evaluation of a community-based mindful walking randomized controlled trial to sustain cognitive health in older African Americans at risk for dementia.BMC geriatrics · 2024Trial
- Change in Views of Aging, Physical Activity, and Physical Health Over 8 Weeks: Results From a Randomized Study.Journal of aging and physical activity · 2023Trial
- Effect of Behaviorally Designed Gamification With Social Incentives on Lifestyle Modification Among Adults With Uncontrolled Diabetes: A Randomized Clinical Trial.JAMA network open · 2021Trial
- An exploratory randomized sub-study of light-to-moderate intensity exercise on cognitive function, depression symptoms and inflammation in older adults with heart failure.Journal of psychosomatic research · 2020Trial
- Exploring Effects of Aerobic Exercise and Mindfulness Training on Cognitive Function in Older Adults at Risk of Dementia: A Feasibility, Proof-of-Concept Study.American journal of Alzheimer's disease and other dementiasTrial
- Physical activity, aerobic fitness, and AD blood biomarkers: The IGNITE study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Differential associations between subjective and objective physical activity and memory across adulthood: a specification curve analysis.Scientific reports · 2026Article
- Physical activity and Alzheimer's disease risk across genetic susceptibility: a prospective UK Biobank study using accelerometer data.Journal of neurology · 2025Article
- Characterizing Gray matter atrophy patterns associated with accelerometer-measured sedentary behavior: a population-based study.Brain imaging and behavior · 2025Article
- The Influence of Hobby Engagement on Cognitive Function Among Older Adults: A Population-Based Cohort Study Using Statistical Analysis and Machine Learning Predictions.Neurology international · 2025Article
- Examining the predictive effect of physical activity, daily step count and perceived stress level on cognitive flexibility.Scientific reports · 2025Article
- The Association of Circulating Immune Cells With Cognitive Function, Brain Imaging, and Incident All-cause and Alzheimer's Dementia: The Framingham Offspring Study.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025Article
- From physical activity patterns to cognitive status: development and validation of novel digital biomarkers for cognitive assessment in older adults.The international journal of behavioral nutrition and physical activity · 2025Article
- Age-dependent nonlinear relationship between hypertension and hippocampal volume in sedentary women with lower educational attainment.Journal of education and health promotion · 2025Article
- Daily Movement Activities Are Associated With Within-Person Instability of Cognitive Function in Older Adults: Evidence From an Ambulatory Assessment Study.Innovation in aging · 2025Article
- Healthy Cognitive Aging Through Movement: A Practical Approach of Light-Intensity Aerobic Dance for Older Adults.Advances in neurobiology · 2025Review
- Accelerometer-Measured Physical Activity and Neuroimaging-Driven Brain Age.Health data science · 2025Article
16 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
11 authors at 5 institutions in 3 countries.
Funding
Abstract
Importance: Dementia risk may be attenuated by physical activity (PA); however, the specific activity levels optimal for dementia prevention are unclear. Moreover, most older adults are unable to meet the nationally recommended PA guidelines, set at 150 minutes of moderate to vigorous PA per week. Objective: To assess the association of total steps walked per day and total dose (intensity × duration) of PA with brain volumes on magnetic resonance imaging (MRI) among Framingham Heart Study participants. Design, Setting, and Participants: This cross-sectional, community-based cohort study of the association of accelerometry-determined PA with brain MRI measures in Framingham, Massachusetts, included the Framingham Heart Study third-generation (examination 2, 2008-2011) and offspring (examination 9, 2011-2014) cohorts. Of 4021 participants who agreed to wear an accelerometer and had valid data (≥10 hours/day for ≥3 days), 1667 participants who did not undergo brain MRI (n = 1604) or had prevalent dementia or stroke (n = 63) were excluded. Data analysis began in 2016 and was completed in February 2019. Exposures: Physical activity achieved using accelerometry-derived total activity (steps per day) and 2 intensity levels (light intensity and moderate to vigorous intensity). Main Outcomes and Measures: Differences in total brain volume and other MRI markers of brain aging. Results: The study sample of 2354 participants had a mean (SD) age of 53 (13) years, 1276 (54.2%) were women, and 1099 (46.7%) met the PA guidelines. Incremental light-intensity PA was associated with higher total brain volume; each additional hour of light-intensity PA was associated with approximately 1.1 years less brain aging (β estimate, 0.22; SD, 0.07; P = .003). Among individuals not meeting the PA guidelines, each hour of light-intensity PA (β estimate, 0.28; SD, 0.11; P = .01) and achieving 7500 steps or more per day (β estimate, 0.44; SD, 0.18; P = .02) were associated with higher total brain volume, equivalent to approximately 1.4 to 2.2 years less brain aging. After adjusting for light-intensity PA, neither increasing moderate to vigorous PA levels nor meeting the threshold moderate to vigorous PA level recommended by the PA guidelines were significantly associated with total brain volume. Conclusions and Relevance: Every additional hour of light-intensity PA was associated with higher brain volumes, even among individuals not meeting current PA guidelines. These data are consistent with the notion that the potential benefits of PA on brain aging may accrue at a lower, more achievable level of intensity or duration.
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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.