Evidence map›Paper›PMID 41731569›Full record

Trial reportJournal of neuroengineering and rehabilitation2026

Guided corticomuscular neuroplasticity for restoration of wrist-hand function post-stroke.

Fangning Tan, Wanyi Qing, Wing-Chun Ip, Ziqi Guo, Zengyong Li, Shaomin Zhang, Xiaoling Hu

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of neuroengineering and rehabilitation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02117089 (Biomechatronic System Using Voluntary Motor Effort), which is not on this 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.

NCT02117089 naunknown statusnot on this map

Biomechatronic System Using Voluntary Motor Effort (VME)-Driven Neuromuscular Electrical Stimulation (NMES) for Upper Limb Rehabilitation

TypeinterventionalSponsorThe Hong Kong Polytechnic UniversityRan2013 to 2025Enrolled48ConditionsStrokeArmsElectrical Stimulation, Rehabilitation Robot
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

7 authors.

Fangning Tan *Department of Biomedical Engineering, Research Institute for Smart Aging (RISA), The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0002-4391-1854
Wanyi Qing *Department of Biomedical Engineering, Research Institute for Smart Aging (RISA), The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-1497-4204
Wing-Chun IpDepartment of Biomedical Engineering, Research Institute for Smart Aging (RISA), The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0009-0001-1618-8007
Ziqi GuoDepartment of Biomedical Engineering, Research Institute for Smart Aging (RISA), The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0002-8103-6501
Zengyong LiBeijing Key Laboratory of Rehabilitation Technical Aids for Old-Age Disability, National Research Center for Rehabilitation Technical Aids, Beijing, China.
Shaomin ZhangQiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China.
Xiaoling HuDepartment of Biomedical Engineering, Research Institute for Smart Aging (RISA), The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China. xiaoling.hu@polyu.edu.hk.ORCID http://orcid.org/0000-0003-3188-3005

Funding

Innovation and Technology Commission ITS/011/23 & ITT/012/23GPUniversity Grants Committee 15218324
6 · The paper itself

Abstract

backgroundAfter stroke, maladaptive neuroplasticity often presents as excessive recruitment of contralesional motor areas and the adoption of proximal compensatory movement patterns, both of which hinder the recovery of fine wrist–hand control. To address these limitations, this study introduces a guided corticomuscular neuroplasticity training strategy aimed at selectively enhancing ipsilesional cortical control during targeted muscle activations, thereby facilitating precise wrist–hand motor restoration.

methodsA corticomuscular coherence (CMC)- and electromyography (EMG)-driven control algorithm was embedded within a neuromuscular electrical stimulation (NMES)-robot system. This system provided task-specific assistance for wrist–hand flexion and extension only when ipsilesional cortical dominance was detected. Twenty-six individuals with chronic stroke were randomly assigned to either a guided group (n = 13) or a control group (n = 13) and completed 20 sessions of NMES-robot–assisted training. In the control group, assistance was delivered regardless of cortical dominance. Rehabilitation outcomes were assessed using standardized clinical scales and neurophysiological measures.

resultsBoth groups demonstrated significant improvements in Fugl-Meyer Assessment and Action Research Arm Test scores (p < 0.001), which were maintained at the three-month follow-up. The guided group exhibited a slower learning trajectory but showed a progressive ipsilesional shift in the laterality index during training (p < 0.05) and in the 40% maximum voluntary contraction flexion task after training (p < 0.05). In contrast, the control group displayed a faster initial learning pattern but no significant ipsilesional shift during or after training (p > 0.05). Their CMC remained bilaterally distributed and spatially inconsistent, suggesting reinforcement of maladaptive contralesional recruitment, where task success depended on pre-existing compensatory pathways. Although the guided group required more time to achieve task proficiency, they developed targeted ipsilesional reorganization characterized by enhanced corticomuscular coupling and more efficient neuromuscular coordination indicative of genuine restoration of functional motor control.

conclusionsThe guided corticomuscular neuroplasticity strategy effectively promotes ipsilesional cortical reorganization and coordinated neuromuscular control, demonstrating its potential as a targeted rehabilitation approach for individuals with chronic stroke. Trial registration: Clinical Trials Registry Identifier: NCT02117089.

Indexed as

HandMuscle, SkeletalNeuronal PlasticityRecovery of FunctionStroke RehabilitationWristAdultAgedElectromyographyFemaleHumansMaleMiddle AgedRoboticsStrokeBrain–computer interfaceCorticomuscular coherenceIpsilesional reorganizationWrist–hand extension/flexion rehabilitation

Identifiers

PMID41731569
PMCPMC13036954

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Registered trials

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.