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Motor Sequences - Separating The Sequence From The Motor. A longitudinal rsfMRI Study

ATP Jäger, View ORCID ProfileJM Huntenburg, SA Tremblay, U Schneider, View ORCID ProfileS Grahl, View ORCID ProfileJ Huck, View ORCID ProfileCL Tardif, View ORCID ProfileA Villringer, View ORCID ProfileCJ Gauthier, View ORCID ProfilePL Bazin, View ORCID ProfileCJ Steele
doi: https://doi.org/10.1101/2021.02.09.430495
ATP Jäger
1Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
2Center for Stroke Research Berlin (CSB), Charité – Universitätsmedizin Berlin, Berlin, Germany
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  • For correspondence: annatheklajaeger@gmail.com
JM Huntenburg
3Neuroscience Programme, Champalimaud Research, Lisbon, Portugal
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SA Tremblay
4Department of Physics/PERFORM center, Concordia University, Montreal, QC, Canada
5Montreal Heart Institute, Montreal, QC, Canada
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U Schneider
1Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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S Grahl
6Clinic of Neurology, Technical University Munich, Germany
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J Huck
4Department of Physics/PERFORM center, Concordia University, Montreal, QC, Canada
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CL Tardif
7Department of Biomedical Engineering, McGill University, Montreal, QC, Canada
8Montreal Neurological Institute, Montreal, QC, Canada
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A Villringer
1Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
2Center for Stroke Research Berlin (CSB), Charité – Universitätsmedizin Berlin, Berlin, Germany
9Clinic for Cognitive Neurology, Leipzig, Germany
10Leipzig University Medical Centre, IFB Adiposity Diseases, Leipzig, Germany
11Collaborative Research Centre 1052-A5, University of Leipzig, Germany
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CJ Gauthier
4Department of Physics/PERFORM center, Concordia University, Montreal, QC, Canada
5Montreal Heart Institute, Montreal, QC, Canada
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PL Bazin
1Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
12Faculty of Social and Behavioral Sciences, University of Amsterdam, Netherlands
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CJ Steele
1Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
13Department of Psychology, Concordia University, Montreal, QC, Canada
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Abstract

In motor learning, sequence-specificity, i.e. the learning of specific sequential associations, has predominantly been studied using task-based fMRI paradigms. However, offline changes in resting state functional connectivity after sequence-specific motor learning are less well understood. Previous research has established that plastic changes following motor learning can be divided into stages including fast learning, slow learning and retention. A description of how resting state functional connectivity after sequence-specific motor sequence learning (MSL) develops across these stages is missing. This study aimed to identify plastic alterations in whole-brain functional connectivity after learning a complex motor sequence by contrasting an active group who learned a complex sequence with a control group who performed a control task matched for motor execution. Resting state fMRI and behavioural performance were collected in both groups over the course of 5 consecutive training days and at follow-up after 12 days to encompass fast learning, slow learning, overall learning and retention. Between-group interaction analyses showed sequence-specific decreases in functional connectivity during overall learning in the right supplementary motor area (SMA). We found that connectivity changes in key regions of the motor network including the superior parietal cortex (SPC) and primary motor cortex (M1) were not a result of sequence-specific learning but were instead linked to motor execution. Our study confirms the sequence-specific role of SMAthat has previously been identified in online task-based learning studies, and extends it to resting state network changes after sequence-specific MSL.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • We had to omit the previously included DC measures due to a conceptual mistake in the pipeline.

  • https://github.com/AthSchmidt/MMPI/tree/master/preprocessin

  • https://github.com/neuralabc/SPFT

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted July 25, 2021.
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Motor Sequences - Separating The Sequence From The Motor. A longitudinal rsfMRI Study
ATP Jäger, JM Huntenburg, SA Tremblay, U Schneider, S Grahl, J Huck, CL Tardif, A Villringer, CJ Gauthier, PL Bazin, CJ Steele
bioRxiv 2021.02.09.430495; doi: https://doi.org/10.1101/2021.02.09.430495
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Motor Sequences - Separating The Sequence From The Motor. A longitudinal rsfMRI Study
ATP Jäger, JM Huntenburg, SA Tremblay, U Schneider, S Grahl, J Huck, CL Tardif, A Villringer, CJ Gauthier, PL Bazin, CJ Steele
bioRxiv 2021.02.09.430495; doi: https://doi.org/10.1101/2021.02.09.430495

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