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

Author:

Emmenegger Tim12ORCID,David Gergely12,Mohammadi Siawoosh345,Ziegler Gabriel67,Callaghan Martina F89,Thompson Alan1011,Friston Karl J89,Weiskopf Nikolaus4891213,Killeen Tim12ORCID,Freund Patrick1289ORCID

Affiliation:

1. Spinal Cord Injury Center , Balgrist University Hospital, , Forchstrasse 380, 8008 Zürich, Switzerland

2. University of Zurich , Balgrist University Hospital, , Forchstrasse 380, 8008 Zürich, Switzerland

3. Max Planck Research Group MR Physics, Max Planck Institute for Human Development , Lentzeallee 9414195 Berlin, Germany

4. Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences , Stephanstraße 1AD-04103 Leipzig, Germany

5. Department of Neuroradiology, University Hospital Schleswig-Holstein and University of Lübeck , Ratzeburger Allee 16023538 Lübeck, Germany

6. Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke-University Magdeburg , Leipziger Str. 44, 39120 Magdeburg, Germany

7. German Center for Neurodegenerative Diseases (DZNE) , Leipziger Str. 44/Haus 64, 39120 Magdeburg, Germany

8. Wellcome Centre for Human Neuroimaging , UCL Queen Square Institute of Neurology, , 12 Queen Square, London WC1N 3AR, United Kingdom

9. University College London , UCL Queen Square Institute of Neurology, , 12 Queen Square, London WC1N 3AR, United Kingdom

10. Department of Neuroinflammation , UCL Institute of Neurology, , Gower Street, London, WC1E 6BT, United Kingdom

11. University College London , UCL Institute of Neurology, , Gower Street, London, WC1E 6BT, United Kingdom

12. Felix Bloch Institute for Solid State Physics , Faculty of Physics and Earth System Sciences, , Linnéstraße 5, 04103 Leipzig, Germany

13. Leipzig University , Faculty of Physics and Earth System Sciences, , Linnéstraße 5, 04103 Leipzig, Germany

Abstract

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.

Funder

Wings for Life, Austria

SNF Eccellenza Professorial Fellowship

Wellcome Trust

European Research Council

European Union’s Seventh Framework Programme

BMBF

Deutsche Forschungsgemeinschaft

Forschungszentrum Medizintechnik Hamburg

Publisher

Oxford University Press (OUP)

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