Evidence map›Paper›PMID 42676168›Full record

ArticleJournal of biophotonics2026

fNIRS-Based Network Signatures of Sensory-Primed Bilateral Arm Training in Subacute Stroke Recovery.

Wenhao Li, Bing Wang, Qiang Zhang, Ran Wei, Congcong Huo

Abstract read
In one paragraph

Article in Journal of biophotonics, 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

5 authors.

Wenhao LiSchool of Rehabilitation Engineering, China Civil Affairs University, Beijing, China.ORCID 0000-0002-0758-450X
Bing WangSchool of Rehabilitation Engineering, China Civil Affairs University, Beijing, China.ORCID 0000-0002-0219-326X
Qiang ZhangSchool of Rehabilitation Engineering, China Civil Affairs University, Beijing, China.
Ran WeiSchool of Rehabilitation Engineering, China Civil Affairs University, Beijing, China.ORCID 0000-0002-7320-5571
Congcong HuoKey Laboratory of Rehabilitation Technical Aids of the Ministry of Civil Affairs, National Research Center for Rehabilitation Technical Aids, Beijing, China.ORCID 0000-0002-3198-0158

Funding

Fundamental Research Funds for the Central Universities JBKYKJCX2026-3
6 · The paper itself

Abstract

significanceThis study leverages functional near-infrared spectroscopy (fNIRS) to elucidate optically derived cortical network signatures underlying combined sensory-motor interventions in stroke rehabilitation.

aimTo characterize the synergistic effects of peripheral electrical stimulation (PES) and bilateral arm training (BAT) on cortical hemodynamics and functional network architecture using fNIRS. APPROACH: fNIRS signals were acquired from 24 subacute stroke patients. Wavelet amplitude and wavelet phase coherence were employed to quantify task-related hemodynamic activation and interregional synchronization within the 0.01-0.08 Hz frequency band.

resultsCompared with BAT alone, the PES-BAT paradigm elicited augmented hemodynamic activation in ipsilesional prefrontal and motor regions. The combined intervention further enhanced phase synchronization across distributed cortical networks and preserved interhemispheric coherence, counteracting maladaptive contralesional dominance.

conclusionsThe fNIRS-based wavelet metrics effectively detect intervention-dependent modulation of cortical hemodynamics and network organization, highlighting the value of optical neuroimaging in assessing neuroplasticity during stroke rehabilitation.

Indexed as

ArmRecovery of FunctionStrokeStroke RehabilitationAgedElectric StimulationFemaleHemodynamicsHumansMaleMiddle AgedSpectroscopy, Near-Infraredbilateral arm trainingcortical reorganizationfunctional near‐infrared spectroscopyperipheral sensory stimulationstroke

Identifiers

PMID42676168
PMCPMC13531262

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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.