Prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampus

Abstract Motor sequence learning (MSL) is supported by dynamical interactions between hippocampal and striatal networks that are thought to be orchestrated by the prefrontal cortex. In the present study, we tested whether individually-tailored theta-burst stimulation of the dorsolateral prefrontal c...

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Main Authors: Mareike A. Gann, Bradley R. King, Nina Dolfen, Menno P. Veldman, Marco Davare, Stephan P. Swinnen, Dante Mantini, Edwin M. Robertson, Geneviève Albouy
Format: Article
Language:English
Published: Nature Portfolio 2021-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-99926-1
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author Mareike A. Gann
Bradley R. King
Nina Dolfen
Menno P. Veldman
Marco Davare
Stephan P. Swinnen
Dante Mantini
Edwin M. Robertson
Geneviève Albouy
author_facet Mareike A. Gann
Bradley R. King
Nina Dolfen
Menno P. Veldman
Marco Davare
Stephan P. Swinnen
Dante Mantini
Edwin M. Robertson
Geneviève Albouy
author_sort Mareike A. Gann
collection DOAJ
description Abstract Motor sequence learning (MSL) is supported by dynamical interactions between hippocampal and striatal networks that are thought to be orchestrated by the prefrontal cortex. In the present study, we tested whether individually-tailored theta-burst stimulation of the dorsolateral prefrontal cortex (DLPFC) prior to MSL can modulate multivoxel response patterns in the stimulated cortical area, the hippocampus and the striatum. Response patterns were assessed with multivoxel correlation structure analyses of functional magnetic resonance imaging data acquired during task practice and during resting-state scans before and after learning/stimulation. Results revealed that, across stimulation conditions, MSL induced greater modulation of task-related DLPFC multivoxel patterns than random practice. A similar learning-related modulatory effect was observed on sensorimotor putamen patterns under inhibitory stimulation. Furthermore, MSL as well as inhibitory stimulation affected (posterior) hippocampal multivoxel patterns at post-intervention rest. Exploratory analyses showed that MSL-related brain patterns in the posterior hippocampus persisted into post-learning rest preferentially after inhibitory stimulation. These results collectively show that prefrontal stimulation can alter multivoxel brain patterns in deep brain regions that are critical for the MSL process. They also suggest that stimulation influenced early offline consolidation processes as evidenced by a stimulation-induced modulation of the reinstatement of task pattern into post-learning wakeful rest.
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spelling doaj.art-ea08bd8f3c64499999dca053e65a61612022-12-21T19:15:14ZengNature PortfolioScientific Reports2045-23222021-10-0111111410.1038/s41598-021-99926-1Prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampusMareike A. Gann0Bradley R. King1Nina Dolfen2Menno P. Veldman3Marco Davare4Stephan P. Swinnen5Dante Mantini6Edwin M. Robertson7Geneviève Albouy8Department of Movement Sciences, Movement Control and Neuroplasticity Research Group, KU LeuvenDepartment of Health and Kinesiology, College of Health, University of UtahDepartment of Movement Sciences, Movement Control and Neuroplasticity Research Group, KU LeuvenDepartment of Movement Sciences, Movement Control and Neuroplasticity Research Group, KU LeuvenDepartment of Clinical Sciences, College of Health and Life Sciences, Brunel University LondonDepartment of Movement Sciences, Movement Control and Neuroplasticity Research Group, KU LeuvenDepartment of Movement Sciences, Movement Control and Neuroplasticity Research Group, KU LeuvenInstitute of Neuroscience and Psychology, University of GlasgowDepartment of Movement Sciences, Movement Control and Neuroplasticity Research Group, KU LeuvenAbstract Motor sequence learning (MSL) is supported by dynamical interactions between hippocampal and striatal networks that are thought to be orchestrated by the prefrontal cortex. In the present study, we tested whether individually-tailored theta-burst stimulation of the dorsolateral prefrontal cortex (DLPFC) prior to MSL can modulate multivoxel response patterns in the stimulated cortical area, the hippocampus and the striatum. Response patterns were assessed with multivoxel correlation structure analyses of functional magnetic resonance imaging data acquired during task practice and during resting-state scans before and after learning/stimulation. Results revealed that, across stimulation conditions, MSL induced greater modulation of task-related DLPFC multivoxel patterns than random practice. A similar learning-related modulatory effect was observed on sensorimotor putamen patterns under inhibitory stimulation. Furthermore, MSL as well as inhibitory stimulation affected (posterior) hippocampal multivoxel patterns at post-intervention rest. Exploratory analyses showed that MSL-related brain patterns in the posterior hippocampus persisted into post-learning rest preferentially after inhibitory stimulation. These results collectively show that prefrontal stimulation can alter multivoxel brain patterns in deep brain regions that are critical for the MSL process. They also suggest that stimulation influenced early offline consolidation processes as evidenced by a stimulation-induced modulation of the reinstatement of task pattern into post-learning wakeful rest.https://doi.org/10.1038/s41598-021-99926-1
spellingShingle Mareike A. Gann
Bradley R. King
Nina Dolfen
Menno P. Veldman
Marco Davare
Stephan P. Swinnen
Dante Mantini
Edwin M. Robertson
Geneviève Albouy
Prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampus
Scientific Reports
title Prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampus
title_full Prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampus
title_fullStr Prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampus
title_full_unstemmed Prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampus
title_short Prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampus
title_sort prefrontal stimulation prior to motor sequence learning alters multivoxel patterns in the striatum and the hippocampus
url https://doi.org/10.1038/s41598-021-99926-1
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