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Mechanisms for pattern specificity of deep-brain stimulation in Parkinson’s disease

Deep brain stimulation (DBS) has become a widely used technique for treating advanced stages of neurological and psychiatric illness. In the case of motor disorders related to basal ganglia (BG) dysfunction, several mechanisms of action for the DBS therapy have been identified which might be involve...

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Autores principales: Velarde, Osvaldo Matías, Mato, Germán, Dellavale, Damián
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5558964/
https://www.ncbi.nlm.nih.gov/pubmed/28813460
http://dx.doi.org/10.1371/journal.pone.0182884
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author Velarde, Osvaldo Matías
Mato, Germán
Dellavale, Damián
author_facet Velarde, Osvaldo Matías
Mato, Germán
Dellavale, Damián
author_sort Velarde, Osvaldo Matías
collection PubMed
description Deep brain stimulation (DBS) has become a widely used technique for treating advanced stages of neurological and psychiatric illness. In the case of motor disorders related to basal ganglia (BG) dysfunction, several mechanisms of action for the DBS therapy have been identified which might be involved simultaneously or in sequence. However, the identification of a common key mechanism underlying the clinical relevant DBS configurations has remained elusive due to the inherent complexity related to the interaction between the electrical stimulation and the neural tissue, and the intricate circuital structure of the BG-thalamocortical network. In this work, it is shown that the clinically relevant range for both, the frequency and intensity of the electrical stimulation pattern, is an emergent property of the BG anatomy at the system-level that can be addressed using mean-field descriptive models of the BG network. Moreover, it is shown that the activity resetting mechanism elicited by electrical stimulation provides a natural explanation to the ineffectiveness of irregular (i.e., aperiodic) stimulation patterns, which has been commonly observed in previously reported pathophysiology models of Parkinson’s disease. Using analytical and numerical techniques, these results have been reproduced in both cases: 1) a reduced mean-field model that can be thought as an elementary building block capable to capture the underlying fundamentals of the relevant loops constituting the BG-thalamocortical network, and 2) a detailed model constituted by the direct and hyperdirect loops including one-dimensional spatial structure of the BG nuclei. We found that the optimal ranges for the essential parameters of the stimulation patterns can be understood without taking into account biophysical details of the relevant structures.
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spelling pubmed-55589642017-08-25 Mechanisms for pattern specificity of deep-brain stimulation in Parkinson’s disease Velarde, Osvaldo Matías Mato, Germán Dellavale, Damián PLoS One Research Article Deep brain stimulation (DBS) has become a widely used technique for treating advanced stages of neurological and psychiatric illness. In the case of motor disorders related to basal ganglia (BG) dysfunction, several mechanisms of action for the DBS therapy have been identified which might be involved simultaneously or in sequence. However, the identification of a common key mechanism underlying the clinical relevant DBS configurations has remained elusive due to the inherent complexity related to the interaction between the electrical stimulation and the neural tissue, and the intricate circuital structure of the BG-thalamocortical network. In this work, it is shown that the clinically relevant range for both, the frequency and intensity of the electrical stimulation pattern, is an emergent property of the BG anatomy at the system-level that can be addressed using mean-field descriptive models of the BG network. Moreover, it is shown that the activity resetting mechanism elicited by electrical stimulation provides a natural explanation to the ineffectiveness of irregular (i.e., aperiodic) stimulation patterns, which has been commonly observed in previously reported pathophysiology models of Parkinson’s disease. Using analytical and numerical techniques, these results have been reproduced in both cases: 1) a reduced mean-field model that can be thought as an elementary building block capable to capture the underlying fundamentals of the relevant loops constituting the BG-thalamocortical network, and 2) a detailed model constituted by the direct and hyperdirect loops including one-dimensional spatial structure of the BG nuclei. We found that the optimal ranges for the essential parameters of the stimulation patterns can be understood without taking into account biophysical details of the relevant structures. Public Library of Science 2017-08-16 /pmc/articles/PMC5558964/ /pubmed/28813460 http://dx.doi.org/10.1371/journal.pone.0182884 Text en © 2017 Velarde et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Velarde, Osvaldo Matías
Mato, Germán
Dellavale, Damián
Mechanisms for pattern specificity of deep-brain stimulation in Parkinson’s disease
title Mechanisms for pattern specificity of deep-brain stimulation in Parkinson’s disease
title_full Mechanisms for pattern specificity of deep-brain stimulation in Parkinson’s disease
title_fullStr Mechanisms for pattern specificity of deep-brain stimulation in Parkinson’s disease
title_full_unstemmed Mechanisms for pattern specificity of deep-brain stimulation in Parkinson’s disease
title_short Mechanisms for pattern specificity of deep-brain stimulation in Parkinson’s disease
title_sort mechanisms for pattern specificity of deep-brain stimulation in parkinson’s disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5558964/
https://www.ncbi.nlm.nih.gov/pubmed/28813460
http://dx.doi.org/10.1371/journal.pone.0182884
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