Evidence map›Paper›PMID 41871956›Full record

ArticleeNeuro2026

Cortically Mediated Muscle Responses to Balance Perturbations Increase with Perturbation Magnitude in Older Adults with and without Parkinson's Disease.

Scott E Boebinger, Aiden M Payne, Jifei Xiao, Giovanni Martino, Michael R Borich, J Lucas McKay, Lena H Ting

Abstract read
In one paragraph

Article in eNeuro, 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. Article
  3. Article
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

7 authors.

Scott E BoebingerWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, Georgia 30322.ORCID 0000-0001-8246-5095
Aiden M PayneDepartment of Physical Therapy, College of Health Sciences and Professions, Ohio University, Athens, Ohio 45701.
Jifei XiaoWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, Georgia 30322.
Giovanni MartinoDepartment of Biomedical Sciences, University of Padova, Padua 35131, Italy.
Michael R BorichWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, Georgia 30322.ORCID 0000-0001-9897-9867
J Lucas McKayDepartment of Neurology, Emory University, Atlanta, Georgia 30322.
Lena H TingWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, Georgia 30322 lting@emory.edu.

Funding

Neuromechanical Modeling of Postural Responses:Mechanisms of Balance Impairments in Parkinson's DiseaseR01HD046922 · NICHD · GEORGIA INSTITUTE OF TECHNOLOGY · PI Michael Robert Borich, Lena H Ting · 2004 to 2026
$7.7M
Individual-specific engagement of cortical resources for standing balance control in aging and post strokeR01AG072756 · NIA · EMORY UNIVERSITY · PI Michael Robert Borich, Lena H Ting · 2022 to 2026
$3.0M
Training in Computational Neural EngineeringT32EB025816 · NIBIB · GEORGIA INSTITUTE OF TECHNOLOGY · PI Michael Robert Borich, Christopher John Rozell · 2019 to 2026
$1.9M
NIA NIH HHS R01 AG072756NIBIB NIH HHS T32 EB025816NICHD NIH HHS R01 HD046922
6 · The paper itself

Abstract

We lack a mechanistic understanding of how cortical contributions to balance control change in aging and Parkinson's disease (PD). Balance is governed by brainstem circuits, with higher-order centers like the cortex or basal ganglia becoming engaged as challenge increases or balance health declines. We previously showed that parallel sensorimotor feedback loops engaging brainstem and cortical circuitry contribute to muscle activity for balance control in young adults (YAs). Here, we analyze data from male and female older adults (OAs) with and without PD, decomposing perturbation-evoked tibialis anterior and medial gastrocnemius muscle activity into hierarchical components based on latencies of feedback control loops. We found that balance-correcting muscle activity followed a stereotypical waveform of long-latency responses (LLRs): LLR1 began ∼120 ms and LLR2 occurred ∼210 ms, respectively, consistent with subcortical and cortical feedback latencies. Both LLRs increased with balance challenge and could be explained by center of mass kinematics. Perturbation-evoked antagonist muscle activity consisted of destabilizing and stabilizing components categorized based on whether they resist the kinematic errors that drive their activation. The destabilizing component occurred at ∼180 ms and was negatively correlated with clinical measures of balance ability in the OA but not PD group. Exploratory comparisons showed OA and PD groups had larger LLR2s at lower challenge levels than YAs, consistent with greater cortical engagement during balance with aging. These findings demonstrate that a neuromechanical model can decompose perturbation-evoked muscle activity into hierarchical components related to clinical balance ability and identify mechanistic changes in the neural control of balance without direct brain measurements.

Indexed as

AgingMuscle, SkeletalParkinson DiseasePostural BalanceAgedBiomechanical PhenomenaElectromyographyFemaleHumansMaleMiddle AgedReaction Timeagingbalance controlmodelingParkinson’s diseasesensorimotor transformations

Identifiers

PMID41871956
PMCPMC13064419

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.