Evidence map›Paper›PMID 41680405›Full record

Trial reportScientific reports2026

Volitional modulation of beta-band EMG coherence through frequency-specific neurofeedback.

Ippei Nojima, Yuki Horiuchi, Akira Yaguchi-Horiuchi, Toshiaki Tsuji, Hoshinori Kanazawa, Eiji Yamanaka

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Scientific reports, 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

6 authors.

Ippei NojimaMajor in Rehabilitation Science, Department of Health Sciences, Nagoya City University, Nagoya, Japan. nojima@med.nagoya-cu.ac.jp.
Yuki HoriuchiDepartment of Physical Therapy, School of Health Science, Shinshu University, Matsumoto, Japan.
Akira Yaguchi-HoriuchiDepartment of Physical Therapy, School of Health Science, Shinshu University, Matsumoto, Japan.
Toshiaki TsujiGraduate School of Science and Engineering, Saitama University, Saitama, Japan.
Hoshinori KanazawaGraduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan.
Eiji YamanakaMajor in Rehabilitation Science, Department of Health Sciences, Nagoya City University, Nagoya, Japan.

Funding

Japan Society for the Promotion of Science 23K27934
6 · The paper itself

Abstract

Electromyography (EMG) feedback, which records and visually presents muscle activity, has been widely employed to enhance motor control and support rehabilitation. While its effectiveness has been demonstrated across various conditions, most EMG feedback protocols have focused on modulating activity in individual muscles, with limited emphasis on promoting coordinated neuromuscular control. This study investigated the feasibility of enhancing neuromuscular coordination through feedback training designed to increase beta band (15-35 Hz) intramuscular coherence. Twenty-two healthy participants were randomized into two groups: a Real group, receiving visual feedback based on beta-band coherence, and a Sham group, receiving feedback derived from pseudo-EMG signals (recorded EMG with randomized time-series noise). Both groups completed dorsiflexion exercises over five days. Linear mixed-effects modeling revealed a significant increase in beta-band coherence in the Real group compared to the Sham group, demonstrating the efficacy of feedback training in modulating neural synchronization. However, no significant improvements in motor performance were observed, and perceived controllability of coherence did not correlate with actual physiological changes. Mental fatigue remained similar between groups, suggesting low cognitive burden from the training. These findings underscore the potential of frequency-specific EMG coherence feedback as a novel neuromodulation approach, while highlighting the need for further refinement to achieve functional improvements and expand its clinical utility.

Indexed as

Beta RhythmElectromyographyMuscle, SkeletalNeurofeedbackAdultFemaleHumansMaleYoung AdultBeta-band coherenceEMG coherenceFeedback trainingForce matching taskNeuromuscular controlRehabilitation

Identifiers

PMID41680405
PMCPMC12972346

What OpenQuestion holds

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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.