Evidence map›Paper›PMID 42313507›Full record

ArticleAging cell2026

Poorer Physical Function Is Associated With Elevated Spatial Entropy in the Aging Brain Network Landscape.

Clayton C McIntyre, Shannon M O'Donnell, Robert G Lyday, Jonathan H Burdette, Steven R Cummings, Stephen B Kritchevsky, Paul J Laurienti

Abstract read
In one paragraph

Article in Aging cell, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. The individuality of single-frame functional brain connectivity.bioRxiv : the preprint server for biology · 2026
    Article
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Clayton C McIntyreNeuroscience Graduate Program, Wake Forest Graduate School of Arts and Sciences, Winston-Salem, North Carolina, USA.ORCID https://orcid.org/0000-0003-2397-9453
Shannon M O'DonnellNeuroscience Graduate Program, Wake Forest Graduate School of Arts and Sciences, Winston-Salem, North Carolina, USA.ORCID https://orcid.org/0009-0009-2440-8055
Robert G LydayDepartment of Radiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.
Jonathan H BurdetteDepartment of Radiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.
Steven R CummingsSan Francisco Coordinating Center, Sutter Health Research Institute, San Francisco, California, USA.ORCID https://orcid.org/0000-0001-8808-260X
Stephen B KritchevskyDepartment of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.
Paul J LaurientiDepartment of Radiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.

Funding

Wake Forest Claude D. Pepper OAIC - RenewalP30AG021332 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Jamie Nicole Justice · 2002 to 2026
$36.4M
Wake Forest Clinical and Translational Science AwardUL1TR001420 · NCATS · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ARD, JAMY D, FOLEY, KRISTIE L · 2015 to 2023
$32.3M
Combining assessment of cognition, eye movement, and gait in naturalistic settings to differentiate subclinical Alzheimer's pathology.R01AG052419 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI KRITCHEVSKY, STEPHEN B., LAURIENTI, PAUL · 2017 to 2022
$4.2M
The bidirectional relationship between brain network dynamics and adolescent alcohol useF31AA032409 · NIAAA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Clayton McIntyre · 2025 to 2026
$100k
NCATS NIH HHS UL1TR001420NIAAA NIH HHS F31AA032409NIA NIH HHS P30AG021332NIA NIH HHS R01AG052419Translational Science Center, Wake Forest University
6 · The paper itself

Abstract

Life is a constant struggle against disorder. As we age, our ability to maintain internal order declines. In the healthy human brain, order is observable in the form of functionally segregated brain network communities that exhibit spatial consistency. These communities associate with distinct cognitive and physical functions. When mapped into the brain, they form a functional "landscape". We assessed the spatial disorder of these landscapes in older adults with a wide range of mobility using a spatial form of Shannon entropy. We found that compared to younger adults, older adults had significantly higher entropy in the sensorimotor cortex, basal ganglia, hippocampus, thalamus, and occipital lobe. Higher entropy in many of these regions was associated with worse physical function and higher body mass index in older adults. Findings suggest that spatial entropy in brain network landscapes may be a marker of declining physical function. Modifiable factors, such as losing excess weight, may help to ameliorate aging-related brain entropy increases in regions such as the sensorimotor cortex, which may in turn help to preserve physical function in older adults.

Indexed as

AgingBrainNerve NetAdultAgedEntropyFemaleHumansMaleMiddle AgedYoung Adultagingbrain networksentropyobesityphysical function

Identifiers

PMID42313507
PMCPMC13277748

What OpenQuestion holds

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LicenceCC BY
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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.