Evidence map›Paper›PMID 39214853›Full record

ArticleCerebral cortex (New York, N.Y. : 1991)2024

Temporal dynamics of white and gray matter plasticity during motor skill acquisition: a comparative diffusion tensor imaging and multiparametric mapping analysis.

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

Abstract readComparative Study
In one paragraph

Article in Cerebral cortex (New York, N.Y. : 1991), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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 EmmeneggerSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Forchstrasse 380, 8008 Zürich, Switzerland.ORCID 0000-0003-0350-3482
Gergely DavidSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Forchstrasse 380, 8008 Zürich, Switzerland.
Siawoosh MohammadiMax Planck Research Group MR Physics, Max Planck Institute for Human Development, Lentzeallee 9414195 Berlin, Germany.
Gabriel ZieglerInstitute of Cognitive Neurology and Dementia Research, Otto-von-Guericke-University Magdeburg, Leipziger Str. 44, 39120 Magdeburg, Germany.
Martina F CallaghanWellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, University College London, 12 Queen Square, London WC1N 3AR, United Kingdom.
Alan ThompsonDepartment of Neuroinflammation, UCL Institute of Neurology, University College London, Gower Street, London, WC1E 6BT, United Kingdom.
Karl J FristonWellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, University College London, 12 Queen Square, London WC1N 3AR, United Kingdom.
Nikolaus WeiskopfDepartment of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1AD-04103 Leipzig, Germany.
Tim KilleenSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Forchstrasse 380, 8008 Zürich, Switzerland.ORCID 0000-0001-8246-4957
Patrick FreundSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Forchstrasse 380, 8008 Zürich, Switzerland.ORCID 0000-0002-4851-2246

Funding

BMBF 01EW1711ADeutsche Forschungsgemeinschaft 347592254European Research CouncilEuropean Union's Seventh Framework Programme FP7/2007-2013Forschungszentrum Medizintechnik Hamburg 01fmthh2017SNF Eccellenza Professorial Fellowship PCEFP3_181362/1Wellcome TrustWellcome Trust 091593/Z/10/ZWings for Life, Austria WFL-CH-007/14
6 · The paper itself

Abstract

Learning new motor skills relies on neural plasticity within motor and limbic systems. This study uniquely combined diffusion tensor imaging and multiparametric mapping MRI to detail these neuroplasticity processes. We recruited 18 healthy male participants who underwent 960 min of training on a computer-based motion game, while 14 were scanned without training. Diffusion tensor imaging, which quantifies tissue microstructure by measuring the capacity for, and directionality of, water diffusion, revealed mostly linear changes in white matter across the corticospinal-cerebellar-thalamo-hippocampal circuit. These changes related to performance and reflected different responses to upper- and lower-limb training in brain areas with known somatotopic representations. Conversely, quantitative MRI metrics, sensitive to myelination and iron content, demonstrated mostly quadratic changes in gray matter related to performance and reflecting somatotopic representations within the same brain areas. Furthermore, while myelin and iron-sensitive multiparametric mapping MRI was able to describe time lags between different cortical brain systems, diffusion tensor imaging detected time lags within the white matter of the motor systems. These findings suggest that motor skill learning involves distinct phases of white and gray matter plasticity across the sensorimotor network, with the unique combination of diffusion tensor imaging and multiparametric mapping MRI providing complementary insights into the underlying neuroplastic responses.

Indexed as

Diffusion Tensor ImagingGray MatterMotor SkillsNeuronal PlasticityWhite MatterAdultBrainBrain MappingHumansLearningMaleMultiparametric Magnetic Resonance ImagingYoung AdultdMRIDTIhippocampusmotor systemplasticity

Identifiers

PMID39214853
PMCPMC11364465

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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.