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Linking cortex and contraction—Integrating models along the corticomuscular pathway

Computational models of the neuromusculoskeletal system provide a deterministic approach to investigate input-output relationships in the human motor system. Neuromusculoskeletal models are typically used to estimate muscle activations and forces that are consistent with observed motion under health...

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Autores principales: Haggie, Lysea, Schmid, Laura, Röhrle, Oliver, Besier, Thor, McMorland, Angus, Saini, Harnoor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10206006/
https://www.ncbi.nlm.nih.gov/pubmed/37234419
http://dx.doi.org/10.3389/fphys.2023.1095260
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author Haggie, Lysea
Schmid, Laura
Röhrle, Oliver
Besier, Thor
McMorland, Angus
Saini, Harnoor
author_facet Haggie, Lysea
Schmid, Laura
Röhrle, Oliver
Besier, Thor
McMorland, Angus
Saini, Harnoor
author_sort Haggie, Lysea
collection PubMed
description Computational models of the neuromusculoskeletal system provide a deterministic approach to investigate input-output relationships in the human motor system. Neuromusculoskeletal models are typically used to estimate muscle activations and forces that are consistent with observed motion under healthy and pathological conditions. However, many movement pathologies originate in the brain, including stroke, cerebral palsy, and Parkinson’s disease, while most neuromusculoskeletal models deal exclusively with the peripheral nervous system and do not incorporate models of the motor cortex, cerebellum, or spinal cord. An integrated understanding of motor control is necessary to reveal underlying neural-input and motor-output relationships. To facilitate the development of integrated corticomuscular motor pathway models, we provide an overview of the neuromusculoskeletal modelling landscape with a focus on integrating computational models of the motor cortex, spinal cord circuitry, α-motoneurons  and skeletal muscle in regard to their role in generating voluntary muscle contraction. Further, we highlight the challenges and opportunities associated with an integrated corticomuscular pathway model, such as challenges in defining neuron connectivities, modelling standardisation, and opportunities in applying models to study emergent behaviour. Integrated corticomuscular pathway models have applications in brain-machine-interaction, education, and our understanding of neurological disease.
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spelling pubmed-102060062023-05-25 Linking cortex and contraction—Integrating models along the corticomuscular pathway Haggie, Lysea Schmid, Laura Röhrle, Oliver Besier, Thor McMorland, Angus Saini, Harnoor Front Physiol Physiology Computational models of the neuromusculoskeletal system provide a deterministic approach to investigate input-output relationships in the human motor system. Neuromusculoskeletal models are typically used to estimate muscle activations and forces that are consistent with observed motion under healthy and pathological conditions. However, many movement pathologies originate in the brain, including stroke, cerebral palsy, and Parkinson’s disease, while most neuromusculoskeletal models deal exclusively with the peripheral nervous system and do not incorporate models of the motor cortex, cerebellum, or spinal cord. An integrated understanding of motor control is necessary to reveal underlying neural-input and motor-output relationships. To facilitate the development of integrated corticomuscular motor pathway models, we provide an overview of the neuromusculoskeletal modelling landscape with a focus on integrating computational models of the motor cortex, spinal cord circuitry, α-motoneurons  and skeletal muscle in regard to their role in generating voluntary muscle contraction. Further, we highlight the challenges and opportunities associated with an integrated corticomuscular pathway model, such as challenges in defining neuron connectivities, modelling standardisation, and opportunities in applying models to study emergent behaviour. Integrated corticomuscular pathway models have applications in brain-machine-interaction, education, and our understanding of neurological disease. Frontiers Media S.A. 2023-05-10 /pmc/articles/PMC10206006/ /pubmed/37234419 http://dx.doi.org/10.3389/fphys.2023.1095260 Text en Copyright © 2023 Haggie, Schmid, Röhrle, Besier, McMorland and Saini. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Haggie, Lysea
Schmid, Laura
Röhrle, Oliver
Besier, Thor
McMorland, Angus
Saini, Harnoor
Linking cortex and contraction—Integrating models along the corticomuscular pathway
title Linking cortex and contraction—Integrating models along the corticomuscular pathway
title_full Linking cortex and contraction—Integrating models along the corticomuscular pathway
title_fullStr Linking cortex and contraction—Integrating models along the corticomuscular pathway
title_full_unstemmed Linking cortex and contraction—Integrating models along the corticomuscular pathway
title_short Linking cortex and contraction—Integrating models along the corticomuscular pathway
title_sort linking cortex and contraction—integrating models along the corticomuscular pathway
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10206006/
https://www.ncbi.nlm.nih.gov/pubmed/37234419
http://dx.doi.org/10.3389/fphys.2023.1095260
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