Evidence map›Paper›PMID 41278659›Full record

ArticlebioRxiv : the preprint server for biology2025

Age differences in electrocortical dynamics during uneven terrain walking.

Chang Liu, Erika M Pliner, Jacob Salminen, Ryan J Downey, Jungyun Hwang, Arkaprava Roy, Ryland Swearinger, Natalie Richer, Chris J Hass, David J Clark and 4 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

5 · Who and what money

Authors and funding

14 authors.

Chang LiuDepartment of Biomedical Engineering, University of Florida, Gainesville, FL, USA.ORCID 0000-0002-0381-4136
Erika M PlinerDepartment of Biomedical Engineering, University of Florida, Gainesville, FL, USA.ORCID 0000-0002-0713-5675
Jacob SalminenDepartment of Biomedical Engineering, University of Florida, Gainesville, FL, USA.ORCID 0000-0002-8340-6764
Ryan J DowneyDepartment of Biomedical Engineering, University of Florida, Gainesville, FL, USA.ORCID 0000-0002-0822-5488
Jungyun HwangDepartment of Neurology, University of Florida, Gainesville, FL, USA.ORCID 0000-0001-7538-4414
Arkaprava RoyDepartment of Biostatistics, University of Florida, Gainesville, FL, USA.ORCID 0000-0001-6976-9967
Ryland SwearingerBrain Rehabilitation Research Center, Malcom Randall VA Medical Center, Gainesville, FL, USA.
Natalie RicherDepartment of Kinesiology and Applied Health, University of Winnipeg, Winnipeg, Canada.ORCID 0000-0001-6041-9522
Chris J HassDepartment of Applied Physiology and Kinesiology, University of Florida, Gainesville, FL, USA.ORCID 0000-0003-3484-5258
David J ClarkDepartment of Neurology, University of Florida, Gainesville, FL, USA.
Todd M ManiniDepartment of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA.ORCID 0000-0002-5970-4462
Yenisel Cruz-AlmeidaPain Research and Intervention Center of Excellence, University of Florida, Gainesville, FL, USA.
Rachael D SeidlerDepartment of Applied Physiology and Kinesiology, University of Florida, Gainesville, FL, USA.ORCID 0000-0003-2452-9024
Daniel P FerrisDepartment of Biomedical Engineering, University of Florida, Gainesville, FL, USA.ORCID 0000-0001-6373-6021

Funding

Multimodal imaging of brain activity to investigate walking and mobility decline in older adultsU01AG061389 · NIA · UNIVERSITY OF FLORIDA · PI CLARK, DAVID J, MANINI, TODD · 2018 to 2023
$5.8M
Supraspinal Control of Human Locomotor AdaptationR01NS104772 · NINDS · UNIVERSITY OF FLORIDA · PI Daniel P Ferris · 2018 to 2026
$3.9M
Translational Research Training on Aging and Mobility (TRAM)T32AG062728 · NIA · UNIVERSITY OF FLORIDA · PI Todd Manini · 2020 to 2026
$2.0M
Advanced 3T for Structural and Functional Imaging at University of FloridaS10OD021726 · OD · UNIVERSITY OF FLORIDA · PI LONG, JOANNA R · 2017 to 2017
$2.0M
Efficacy of balance training with intermittent sensory perturbationsF32AG072808 · NIA · UNIVERSITY OF FLORIDA · PI PLINER, ERIKA M · 2021 to 2023
$145k
NIA NIH HHS F32 AG072808NIA NIH HHS T32 AG062728NIA NIH HHS U01 AG061389NIH HHS S10 OD021726NINDS NIH HHS R01 NS104772
6 · The paper itself

Abstract

Walking on uneven terrain becomes more difficult as we age, and gait becomes less automatic. Using mobile brain imaging via high-density electroencephalography (EEG) can provide insight into the neural mechanisms contributing to reduced mobility capability with aging. The objective of this study was to quantify age differences in electrocortical dynamics during uneven terrain walking, both averaged across many strides and variations within a stride. We included 31 young adults and 71 older adults for analysis. All participants walked on an uneven terrain treadmill with four levels of terrain difficulty at their self-selected speed. Compared to younger adults, older adults exhibited a greater increase in step duration variability and mediolateral sacral excursion variability as the terrain became more uneven. We identified multiple brain regions involved during walking on uneven terrain. Regardless of age group, walking on uneven terrain compared to flat terrain led to a widespread change of electrocortical dynamics in the brain, especially in the alpha (8-13Hz) and beta (13-30Hz) band power. In the parieto-occipital region, younger adults experienced a greater reduction in alpha and beta power with increasing terrain unevenness compared to older adults. We also assessed how intra-stride power fluctuations changed with terrain unevenness and age group. Greater intra-stride power spectral fluctuations in the occipital area were associated with greater terrain unevenness for younger adults, but not for older adults. In summary, older adults showed a greater increase in gait variability than younger adults as the terrain became more uneven, but exhibited a lack of modulation of parieto-occipital activity in response to terrain unevenness. The lack of task-related power modulation may suggest reduced cortical network flexibility in older adults. The absence of increased parieto-occipital activity when walking on uneven versus flat surfaces in older adults may also indicate that, unlike younger adults, older adults already heavily rely on visual processes during flat surface walking and may therefore have reduced occipital modulation range remaining to cope with the visuomotor processing demands of walking on uneven surfaces.

Identifiers

PMID41278659
PMCPMC12632797

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.