Evidence map›Paper›PMID 41731699›Full record

ArticleJournal of Alzheimer's disease : JAD2026

Physical activity across the life course and neural biomarkers.

Elisa R Torres, Eloise D Lopez, Lydia McBurrows, Gwendlyn Kollmorgen, Margherita Carboni, Sterling C Johnson, Henrik Zetterberg, Kaj Blennow, Barbara B Bendlin

Abstract read
In one paragraph

Article in Journal of Alzheimer's disease : JAD, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Elisa R TorresCollege of Nursing, Wayne State University, Detroit, MI, USA.ORCID 0000-0003-0064-2540
Eloise D LopezSchool of Nursing, University of Mississippi Medical Center, Jackson, MS, USA.
Lydia McBurrowsCollege of Nursing, Wayne State University, Detroit, MI, USA.
Gwendlyn KollmorgenClinical Operations, Roche Diagnostics GmbH, Penzberg, Germany.
Margherita CarboniNeurology, Roche Diagnostics International Ltd, Rotkreuz, Switzerland.
Sterling C JohnsonDepartment of Medicine, Division of Geriatrics and Gerontology, Wisconsin Alzheimer's Disease Research Center and Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Henrik ZetterbergDepartment of Medicine, Division of Geriatrics and Gerontology, Wisconsin Alzheimer's Disease Research Center and Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Kaj BlennowDepartment of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.ORCID 0000-0002-1890-4193
Barbara B BendlinDepartment of Medicine, Division of Geriatrics and Gerontology, Wisconsin Alzheimer's Disease Research Center and Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.

Funding

University of Wisconsin Institute for Clinical and Translational ResearchUL1TR002373 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI ELIZABETH S BURNSIDE, Allan R. Brasier · 2017 to 2026
$75.9M
Tracking and Evaluation CoreU54GM115428 · NIGMS · UNIVERSITY OF MISSISSIPPI MED CTR · PI GOMEZ-SANCHEZ, CELSO ENRIQUE · 2016 to 2025
$38.2M
Institutional Clinical and Translational Science AwardUL1TR000427 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI DREZNER, MARC KENNETH · 2012 to 2016
$32.2M
Research Education ComponentP30AG072931 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Scott ROBERTS · 2021 to 2026
$26.5M
Wisconsin Alzheimer's Disease Research CenterP50AG033514 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI HART, MICHAEL N · 2009 to 2018
$16.2M
Institutional Clinical and Translational Science AwardKL2TR000428 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI DREZNER, MARC KENNETH · 2012 to 2016
$6.2M
White matter degeneration: biomarkers in preclinical Alzheimer's DiseaseR01AG037639 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI BENDLIN, BARBARA BRIGITTA · 2012 to 2023
$5.3M
NCATS NIH HHS KL2 TR000428NCATS NIH HHS UL1 TR000427NCATS NIH HHS UL1 TR002373NIA NIH HHS P30 AG072931NIA NIH HHS P50 AG033514NIA NIH HHS R01 AG037639NIGMS NIH HHS U54 GM115428
6 · The paper itself

Abstract

BackgroundPhysical activity (PA) may decrease the risk of Alzheimer's disease and related disorders (ADRD), although most research has focused on exercise. In addition, ADRD prevention may be most effective when administered earlier in the life course, when changes in the brain may occur 20-25 years before the onset of symptoms. Finally, amyloid-β (A) and tau (T) accumulation are followed by neurodegeneration (N), key features of AD. However, there are additional biomarkers associated with ADRD. The association between different types of PA across the life course and biomarkers beyond the AT(N) framework is unknown.ObjectiveExamine the association between different types of PA across the life course and biomarkers beyond the AT(N) framework.MethodsPA (occupation/school, transportation, household) across the life course (school-age, adolescence, young adult, middle adult) was assessed. AD pathology, neurodegeneration, synaptic dysfunction, and gliosis were measured with the Roche NeuroToolKit, a panel of exploratory prototype assays for cerebrospinal fluid biomarkers. Significant bivariate correlations were followed by logistic regression.ResultsYoung adult occupation/school PA was a significant predictor of neurofilament light protein (NfL, OR = 0.969, 95% CI = 0.940-0.999); the full model was significant, χ

Indexed as

Alzheimer DiseaseExerciseAdolescentAdultalpha-SynucleinAmyloid beta-PeptidesBiomarkersFemaleHumansMaleMiddle AgedNeurofilament Proteinstau ProteinsYoung Adultalpha-SynucleinAmyloid beta-PeptidesBiomarkersneurofilament protein LNeurofilament Proteinstau Proteinsalpha-synucleinAlzheimer's diseasedementiahealth promotionneurofilament proteins

Identifiers

PMID41731699
PMCPMC12952695

What OpenQuestion holds

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Registered trials

None linked

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.