Evidence map›Paper›PMID 41803393›Full record

ArticleCommunications biology2026

Neuronal plasticity during motor rehabilitation training after spinal cord injury.

Tim Max Emmenegger, Gergely David, Siawoosh Mohammadi, Gabriel Ziegler, Martina F Callaghan, Alan Thompson, Karl John Friston, Nikolaus Weiskopf, Tim Killeen, Patrick Freund

Abstract read
In one paragraph

Article in Communications biology, 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. Review
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

10 authors.

Tim Max EmmeneggerSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0003-0350-3482
Gergely DavidSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
Siawoosh MohammadiMax Planck Research Group MR Physics, Max Planck Institute for Human Development, Berlin, Germany.ORCID http://orcid.org/0000-0003-1311-9636
Gabriel ZieglerInstitute of Cognitive Neurology and Dementia Research, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany.ORCID http://orcid.org/0000-0001-6589-6416
Martina F CallaghanDepartment of Imaging Neuroscience, UCL Queen Square Institute of Neurology, University College London, London, UK.ORCID http://orcid.org/0000-0003-0374-1659
Alan ThompsonDepartment of Neuroinflammation, UCL Institute of Neurology, University College London, London, UK.ORCID http://orcid.org/0000-0002-4333-8496
Karl John FristonDepartment of Imaging Neuroscience, UCL Queen Square Institute of Neurology, University College London, London, UK.
Nikolaus WeiskopfDepartment of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.ORCID http://orcid.org/0000-0001-5239-1881
Tim KilleenSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
Patrick FreundSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland. patrick.freund@balgrist.ch.ORCID http://orcid.org/0000-0002-4851-2246

Funding

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation) PCEFP3_181362/1Wings for Life (Wings for Life Research Foundation) WFL-CH-007/14
6 · The paper itself

Abstract

Understanding how the injured nervous system adapts to training is key to advancing rehabilitation across neurological disorders. Using spinal cord injury (SCI) as a model of severe motor-sensory disruption, we investigate whether training-induced structural plasticity in the brain is preserved despite ongoing neurodegeneration. Thirty-two healthy controls and 17 chronic SCI patients (SCI > 6 months) undergo training in a bimanual-bipedal computer-controlled motion game for one hour, four times a week, over one month, with longitudinal microstructural MRI at 3 T, including multiparameter mapping and diffusion MRI. All SCI patients exhibit performance improvements over the training period. These improvements are accompanied by spatially and temporally distributed changes in both gray and white matter, encompassing alterations in volumetric and myelin-sensitive MRI markers. SCI patients demonstrate trajectories of training-induced neuroplasticity that are comparable to, and in some cases greater than, those of healthy controls. Our findings highlight a fundamental capacity of the injured nervous system to adapt through rehabilitation, with evidence from SCI patients showing that-despite severe motor and sensory deficits-the brain can undergo learning-related structural changes. These results suggest that the mechanisms of training-induced plasticity observed in SCI may generalize to rehabilitation across a broad spectrum of neurological disorders.

Indexed as

Neuronal PlasticitySpinal Cord InjuriesAdultCase-Control StudiesFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedRecovery of Function

Identifiers

PMID41803393
PMCPMC13103311

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.