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A macroscopic link between interhemispheric tract myelination and cortico-cortical interactions during action reprogramming

Author

Listed:
  • Alberto Lazari

    (University of Oxford)

  • Piergiorgio Salvan

    (University of Oxford)

  • Lennart Verhagen

    (University of Oxford
    Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen)

  • Michiel Cottaar

    (University of Oxford)

  • Daniel Papp

    (University of Oxford)

  • Olof Jens van der Werf

    (Maastricht University
    Maastricht University)

  • Bronwyn Gavine

    (University of Oxford)

  • James Kolasinski

    (Cardiff University Brain Research Imaging Centre)

  • Matthew Webster

    (University of Oxford)

  • Charlotte J. Stagg

    (University of Oxford
    University of Oxford
    University of Oxford)

  • Matthew F. S. Rushworth

    (University of Oxford)

  • Heidi Johansen-Berg

    (University of Oxford)

Abstract

Myelination has been increasingly implicated in the function and dysfunction of the adult human brain. Although it is known that axon myelination shapes axon physiology in animal models, it is unclear whether a similar principle applies in the living human brain, and at the level of whole axon bundles in white matter tracts. Here, we hypothesised that in humans, cortico-cortical interactions between two brain areas may be shaped by the amount of myelin in the white matter tract connecting them. As a test bed for this hypothesis, we use a well-defined interhemispheric premotor-to-motor circuit. We combined TMS-derived physiological measures of cortico-cortical interactions during action reprogramming with multimodal myelin markers (MT, R1, R2* and FA), in a large cohort of healthy subjects. We found that physiological metrics of premotor-to-motor interaction are broadly associated with multiple myelin markers, suggesting interindividual differences in tract myelination may play a role in motor network physiology. Moreover, we also demonstrate that myelination metrics link indirectly to action switching by influencing local primary motor cortex dynamics. These findings suggest that myelination levels in white matter tracts may influence millisecond-level cortico-cortical interactions during tasks. They also unveil a link between the physiology of the motor network and the myelination of tracts connecting its components, and provide a putative mechanism mediating the relationship between brain myelination and human behaviour.

Suggested Citation

  • Alberto Lazari & Piergiorgio Salvan & Lennart Verhagen & Michiel Cottaar & Daniel Papp & Olof Jens van der Werf & Bronwyn Gavine & James Kolasinski & Matthew Webster & Charlotte J. Stagg & Matthew F. , 2022. "A macroscopic link between interhemispheric tract myelination and cortico-cortical interactions during action reprogramming," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31687-5
    DOI: 10.1038/s41467-022-31687-5
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    References listed on IDEAS

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    1. Marc C. Ford & Olga Alexandrova & Lee Cossell & Annette Stange-Marten & James Sinclair & Conny Kopp-Scheinpflug & Michael Pecka & David Attwell & Benedikt Grothe, 2015. "Tuning of Ranvier node and internode properties in myelinated axons to adjust action potential timing," Nature Communications, Nature, vol. 6(1), pages 1-14, November.
    2. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    3. Gamaleldin F. Elsayed & Antonio H. Lara & Matthew T. Kaufman & Mark M. Churchland & John P. Cunningham, 2016. "Reorganization between preparatory and movement population responses in motor cortex," Nature Communications, Nature, vol. 7(1), pages 1-15, December.
    4. Matthew F. Glasser & Timothy S. Coalson & Emma C. Robinson & Carl D. Hacker & John Harwell & Essa Yacoub & Kamil Ugurbil & Jesper Andersson & Christian F. Beckmann & Mark Jenkinson & Stephen M. Smith , 2016. "A multi-modal parcellation of human cerebral cortex," Nature, Nature, vol. 536(7615), pages 171-178, August.
    5. Maria C. Romero & Marco Davare & Marcelo Armendariz & Peter Janssen, 2019. "Neural effects of transcranial magnetic stimulation at the single-cell level," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    6. Klaus-Armin Nave, 2010. "Myelination and support of axonal integrity by glia," Nature, Nature, vol. 468(7321), pages 244-252, November.
    7. Britton A. Sauerbrei & Jian-Zhong Guo & Jeremy D. Cohen & Matteo Mischiati & Wendy Guo & Mayank Kabra & Nakul Verma & Brett Mensh & Kristin Branson & Adam W. Hantman, 2020. "Cortical pattern generation during dexterous movement is input-driven," Nature, Nature, vol. 577(7790), pages 386-391, January.
    8. Thomas A. Forbes & Evan Z. Goldstein & Jeffrey L. Dupree & Beata Jablonska & Joseph Scafidi & Katrina L. Adams & Yuka Imamura & Kazue Hashimoto-Torii & Vittorio Gallo, 2020. "Environmental enrichment ameliorates perinatal brain injury and promotes functional white matter recovery," Nature Communications, Nature, vol. 11(1), pages 1-17, December.
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