Evidence map›Paper›PMID 42020191›Full record

ArticleThe Journal of physiology2026

Spinal motor neuron pools may be partly driven by impulsive common inputs.

Javier Yanguas Mayo, Alejandro Pascual Valdunciel, Stuart N Baker, Pablo Laguna, Dario Farina, Jaime Ibáñez Pereda

Abstract read
In one paragraph

Article in The Journal of physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Javier Yanguas MayoBiomedical Signal Interpretation and Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon, Universidad de Zaragoza, Zaragoza, Spain.
Alejandro Pascual ValduncielBiomedical Signal Interpretation and Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon, Universidad de Zaragoza, Zaragoza, Spain.ORCID https://orcid.org/0000-0002-7984-7516
Stuart N BakerFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.ORCID https://orcid.org/0000-0001-8118-4048
Pablo LagunaBiomedical Signal Interpretation and Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon, Universidad de Zaragoza, Zaragoza, Spain.ORCID https://orcid.org/0000-0003-3434-9254
Dario FarinaBioengineering, Imperial College London, London, UK.ORCID https://orcid.org/0000-0002-7883-2697
Jaime Ibáñez PeredaBiomedical Signal Interpretation and Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon, Universidad de Zaragoza, Zaragoza, Spain.ORCID https://orcid.org/0000-0001-8439-151X

Funding

Agencia Estatal de Investigación CNS2022-135366Agencia Estatal de Investigación PID2022-138585OA-C32Biotechnology and Biological Sciences Research Council BB/V00896X/1Engineering and Physical Sciences Research Council EP/T020970/1ERC under the Synergy Grant project Natural BionicSGobierno de Aragón EMC/590/2025HORIZON EUROPE European Research Council 101077693HORIZON EUROPE European Research Council 810346Marie Sklodowska-Curie Actions 101151398MCINUniversity of Zaragoza
6 · The paper itself

Abstract

Spinal motor neurons serve as the link between the nervous system and muscles. As the final common pathway of the neuromuscular system, they receive inputs from both higher-level controllers and afferent pathways. It is often assumed that spinal motor neurons are primarily driven by continuous common inputs (cCI) within different frequency bands. Within this framework, the motor neuron pool behaves as a linear amplifier of the cCI. This implies that the frequency content of descending and spinal oscillatory signals is preserved and faithfully transmitted to the muscles; thus, the spectral content at the output of the motor neuron pool corresponds to that of the cCI. However, this framework overlooks the possibility that motor neurons could also be driven by impulsive common inputs (iCI), which can induce synchronization among them and disrupt the linear transmission of other synaptic inputs at the pool level. To test this hypothesis, computational simulations and experimental data from two different human muscles were used to characterize different aspects related to motor neuron spiking synchronization at the pool level. Our findings suggest that, indeed, iCI can account for relevant features observed in experimental data such as the presence of synchronization events at the pool level. We also observed that such impulsive inputs can affect the linearity in the transmission of cCI by the motor neuron pool. This study represents pioneering indirect evidence of the existence of iCI as inputs to motor neurons. KEY POINTS: The current understanding of the motor control of voluntary movements assumes a continuous control, driven by oscillatory common signals. Some aspects of motor unit pool behaviour (particularly in terms of spiking synchronization and spectral content) typically observed in experimental recordings cannot be reproduced in simulations that only use continuous common inputs (cCI) to motor neurons. This study provides evidence indicating that spinal motor neurons receive a portion of their synaptic input in the form of impulsive common inputs (iCI) that synchronize their activity. The study also shows how such iCI can affect the linear transmission of other cCI by the motor neuron pool. These findings constitute a fundamental paradigm shift in the understanding of motor control and impact the development of interfaces that extract information from the activity of spinal motor neurons.

Indexed as

Motor NeuronsSpinal CordAction PotentialsComputer SimulationHumansModels, NeurologicalMuscle, Skeletalimpulsive common inputmotor controlmotor neuronsmovementnon‐linear behaviour

Identifiers

PMID42020191
PMCPMC13178527

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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.