Evidence map›Paper›PMID 40324544›Full record

ArticleMagnetic resonance imaging2025

Neuroimaging biomarkers of neuroprotection: Impact of voluntary versus enforced exercise in Alzheimer's disease models.

Alexandra Badea, Ali Mahzarnia, Divya Reddy, Zijian Dong, Robert J Anderson, Hae Sol Moon, Jacques A Stout, Janai Williams, Lydiane Hirschler, Emmanuel L Barbier and 1 more

Abstract read
In one paragraph

Article in Magnetic resonance imaging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Trial
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Alexandra BadeaQuantitative Imaging and Analysis Labs, Radiology Department, Duke University Medical Center, Durham, NC 27710, United States of America; Neurology Department, Duke University Medical Center, Durham, NC 27710, United States of America; Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC 27710, United States of America; Biomedical Engineering Department, Pratt School of Engineering, Duke University, Durham, NC 27710, United States of America. Electronic address: alexandra.badea@duke.edu.
Ali MahzarniaQuantitative Imaging and Analysis Labs, Radiology Department, Duke University Medical Center, Durham, NC 27710, United States of America; Pediatrics Department, Stanford Medical School, Stanford, CA 94305, United States of America.
Divya ReddyQuantitative Imaging and Analysis Labs, Radiology Department, Duke University Medical Center, Durham, NC 27710, United States of America.
Zijian DongQuantitative Imaging and Analysis Labs, Radiology Department, Duke University Medical Center, Durham, NC 27710, United States of America.
Robert J AndersonQuantitative Imaging and Analysis Labs, Radiology Department, Duke University Medical Center, Durham, NC 27710, United States of America; Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC 27710, United States of America.
Hae Sol MoonQuantitative Imaging and Analysis Labs, Radiology Department, Duke University Medical Center, Durham, NC 27710, United States of America; Biomedical Engineering Department, Pratt School of Engineering, Duke University, Durham, NC 27710, United States of America.
Jacques A StoutQuantitative Imaging and Analysis Labs, Radiology Department, Duke University Medical Center, Durham, NC 27710, United States of America; Neurology Department, Duke University Medical Center, Durham, NC 27710, United States of America; Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC 27710, United States of America.
Janai WilliamsPsychology & Neuroscience Department, Trinity College of Arts & Sciences, Durham, NC 27710, United States of America.
Lydiane HirschlerC.J. Gorter MRI Center, Department of Radiology, Leiden University Medical Center, Leiden 2333, ZA, the Netherlands.
Emmanuel L BarbierUniv. Grenoble Alpes, INSERM, U1216, Grenoble Institut Neurosciences, GIN, 38000 Grenoble, France.
Christina L WilliamsPsychology & Neuroscience Department, Trinity College of Arts & Sciences, Durham, NC 27710, United States of America.

Funding

Sex and APOE genotype interact to alter immune regulated metabolism in ADRF1AG057895 · NIA · DUKE UNIVERSITY · PI BADEA, ALEXANDRA, COLTON, CAROL ANNE · 2019 to 2019
$5.8M
Brain networks in mouse models of agingR01AG066184 · NIA · DUKE UNIVERSITY · PI BADEA, ALEXANDRA · 2019 to 2023
$3.8M
Cardiac photon counting CT and its application in studying interactions between Alzheimer's and heart diseaseRF1AG070149 · NIA · DUKE UNIVERSITY · PI BADEA, CRISTIAN T · 2021 to 2022
$2.1M
Multiorgan Photon Counting CT and Machine Learning to Elucidate Aging Mechanisms and InterventionsR01AG070149 · NIA · DUKE UNIVERSITY · PI CRISTIAN T BADEA, Alexandra Badea · 2024 to 2026
$2.1M
Sex and APOE genotype interact to alter immune regulated metabolism in ADR56AG057895 · NIA · DUKE UNIVERSITY · PI BADEA, ALEXANDRA, COLTON, CAROL ANNE · 2017 to 2017
$1.1M
NIA NIH HHS R01 AG066184NIA NIH HHS R01 AG070149NIA NIH HHS R56 AG057895NIA NIH HHS RF1 AG057895NIA NIH HHS RF1 AG070149
6 · The paper itself

Abstract

Exercise is a promising strategy for preventing or delaying Alzheimer's disease (AD), yet its mechanisms remain unclear. We investigated how exercise influences brain structure, function, and behavior in a familial AD model. Mice underwent voluntary, voluntary plus enforced exercise, or remained sedentary. Neuroimaging included in vivo manganese-enhanced MRI (MEMRI). perfusion, and ex vivo diffusion MRI to assess morphometry, activity, cerebral blood flow (CBF), microstructural integrity and connectivity. Both exercise regimens induced structural and functional brain adaptations while reducing anhedonia. Voluntary exercise increased cortical and limbic volumes, particularly in the hippocampus, cingulate, and entorhinal cortex, supporting cognitive and emotional regulation. Adding enforced exercise influenced subcortical and sensory regions, including visual, motor and associative areas, supporting sensory-motor integration. MEMRI revealed increased activity in sensorimotor, limbic, and associative cortices, with voluntary exercise enhancing limbic and associative regions, and enforced exercise strengthening sensorimotor and subcortical circuits. White matter integrity improved in memory-associate pathways such as the corpus callosum, cingulum, and hippocampal commissure. Synaptic remodeling was observed in the cingulate cortex, anterior thalamic nuclei, and amygdala. Voluntary exercise enhanced CBF in the motor cortex and hippocampus, while enforced exercise limited these increases. Connectivity analyses revealed exercise-responsive networks spanning the cingulate cortex, entorhinal cortex, anterior thalamic nuclei, and basolateral amygdala, and associated tracts. Graph analyses linked running distance with increased thalamic, brainstem, and cerebellar connectivity, associating exercise intensity with plasticity. These findings highlight the ability of chronic exercise to modulate neuroimaging biomarkers through distinct but complementary pathways, reinforcing its potential as a neuroprotective intervention for AD.

Indexed as

Alzheimer DiseaseBrainMagnetic Resonance ImagingNeuroimagingNeuroprotectionPhysical Conditioning, AnimalAnimalsBiomarkersCerebrovascular CirculationDisease Models, AnimalMaleMiceBiomarkersAlzheimer's diseaseDiffusionExerciseManganeseMorphometryMousePerfusion

Identifiers

PMID40324544
PMCPMC12305693

What OpenQuestion holds

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Registered trials

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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.