Evidence map›Paper›PMID 41081947›Full record

ArticleBrain structure & function2025

Savings in visuomotor learning are associated with connectivity changes within a cerebello-thalamo-cortical network encoding movement errors.

Lucas Struber, Laurent Lamalle, Pierre-Alain Barraud, Aurélien Courvoisier, Rafael Laboissière, Takayuki Ito, Vincent Nougier, David J Ostry, Fabien Cignetti

Abstract read
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Article in Brain structure & function, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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3 · Its place in the literature

Who cites it

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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

9 authors.

Lucas StruberUniv. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000, Grenoble, France.
Laurent LamalleUniv. Grenoble Alpes, Inserm US17, CNRS UAR 3552, CHU Grenoble Alpes, IRMaGe, Grenoble, France.
Pierre-Alain BarraudUniv. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000, Grenoble, France.
Aurélien CourvoisierUniv. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000, Grenoble, France.
Rafael LaboissièreUniv. Grenoble Alpes, CNRS, LPNC, 38000, Grenoble, France.
Takayuki ItoUniv. Grenoble Alpes, CNRS, Grenoble-INP, GIPSA-Lab, 38000, Grenoble, France.
Vincent NougierUniv. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000, Grenoble, France.
David J OstryDepartment of Psychology, McGill University, Montreal, QC, H3A1G1, Canada.
Fabien CignettiUniv. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000, Grenoble, France. fabien.cignetti@univ-grenoble-alpes.fr.

Funding

Agence Nationale de la Recherche ANR-15-IDEX-02
6 · The paper itself

Abstract

Savings refer to faster relearning upon re-exposure to a previously experienced movement perturbation. One theory posits that the brain recognizes past errors, enabling more efficient learning from them. If this is the case, there should be a modification in the neural response to errors during re-exposure to the perturbation. To investigate this hypothesis, we used fMRI to measure brain activity as participants adapted to a visuomotor perturbation across two sessions spaced one day apart, focusing on neural responses to movement errors. The magnitude of the movement error was incorporated into different types of GLMs to study error-related activation and co-activation (or functional connectivity). We identified a cerebello-thalamo-cortical network involved in processing movement errors during adaptation. We observed strengthened connectivity within this network during re-adaptation, particularly between the cerebellar lobule VI and the ventrolateral thalamus, as well as between the primary somatosensory cortex and the rostral cingulate motor zone. Importantly, participants with the greatest increases in connectivity strength also exhibited the largest amounts of savings. These results establish a link between the brain's ability to represent errors and the phenomenon of savings.

Indexed as

CerebellumCerebral CortexLearningPsychomotor PerformanceThalamusAdaptation, PhysiologicalAdultBrain MappingFemaleHumansMagnetic Resonance ImagingMaleMovementNeural PathwaysYoung AdultfMRIFunctional connectivityMotor learningMovement errorSavings

Identifiers

PMID41081947
PMCPMC12518493

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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.