Cited by 48Physical Activity and HealthDementia and Cognitive Impairment ResearchAdvanced Neuroimaging Techniques and Applications

Exercise-related physical activity relates to brain volumes in 10,125 individuals

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Raji, Cyrus A., Meysami, Somayeh, Hashemi, Sam, Garg, Saurabh, Akbari, Nasrin, Ahmed, Gouda, Chodakiewitz, Yosef Gavriel, Nguyen, Thanh Duc +3 more·2024·Journal of Alzheimer's Disease

Abstract

Background: The potential neuroprotective effects of regular physical activity on brain structure are unclear, despite links between activity and reduced dementia risk. Objective: To investigate the relationships between regular moderate to vigorous physical activity and quantified brain volumes on magnetic resonance neuroimaging. Methods: A total of 10,125 healthy participants underwent whole-body MRI scans, with brain sequences including isotropic MP-RAGE. Three deep learning models analyzed axial, sagittal, and coronal views from the scans. Moderate to vigorous physical activity, defined by activities increasing respiration and pulse rate for at least 10 continuous minutes, was modeled with brain volumes via partial correlations. Analyses adjusted for age, sex, and total intracranial volume, and a 5% Benjamini-Hochberg False Discovery Rate addressed multiple comparisons. Results: Participant average age was 52.98±13.04 years (range 18–97) and 52.3% were biologically male. Of these, 7,606 (75.1%) reported engaging in moderate or vigorous physical activity approximately 4.05±3.43 days per week. Those with vigorous activity were slightly younger (p < 0.00001), and fewer women compared to men engaged in such activities (p = 3.76e-15). Adjusting for age, sex, body mass index, and multiple comparisons, increased days of moderate to vigorous activity correlated with larger normalized brain volumes in multiple regions including: total gray matter (Partial R = 0.05, p = 1.22e-7), white matter (Partial R = 0.06, p = 9.34e-11), hippocampus (Partial R = 0.05, p = 5.96e-7), and frontal, parietal, and occipital lobes (Partial R = 0.04, p≤1.06e-5). Conclusions: Exercise-related physical activity is associated with increased brain volumes, indicating potential neuroprotective effects.

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Authors
Raji, C. A., Meysami, S., Hashemi, S., Garg, S., Akbari, N., Ahmed, G., Chodakiewitz, Y. G., Nguyen, T. D., Niotis, K., Merrill, D. A., & Attariwala, R.
Affiliations
  • Washington University in St. Louis (US)
  • Saint John's Health Center (US)
  • Prenuvo, VA, Canada
  • Institute for Neurodegenerative Diseases (US)
  • University of California, Los Angeles (US)
  • AIM Medical Imaging (CA)
Corresponding author
Raji, Cyrus A.
Venue
Journal of Alzheimer's Disease
Published
2024-01-16
Volume
97
Issue
2
Pages
829-839
ISSN
  • 1387-2877 (ISSN-L)
  • 1875-8908
OpenAlex
W4389474909
Cited by
48
References
48
Citations by year
2026: 21 · 2025: 18 · 2024: 9
FWCI
8.52
Type
journal article
Language
en
Open access
Locations
  • Journal of Alzheimer s Disease (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Institute on Aging (R01AG037639, RF1AG072637, R01AG072637, R01AG070883)
Topics
  • Health Sciences › Medicine › Physiology › Physical Activity and Health
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
  • Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
Keywords
physical activity
MeSH terms
Aged, Aged, 80 and over, Brain, Female, Humans, Magnetic Resonance Imaging, Male, Exercise, Neuroprotective Agents, Gray Matter

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