Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease

Detalhes bibliográficos
Autor(a) principal: Saenger, Victor M.
Data de Publicação: 2017
Outros Autores: Kahan, Joshua, Foltynie, Tom, Friston, Karl, Aziz, Tipu Z., Green, Alexander L., Hartevelt , Tim J. van, Cabral, Joana, Marques, Paulo César Gonçalves, Sousa, Nuno
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/49661
Resumo: Deep brain stimulation (DBS) for Parkinson's disease is a highly effective treatment in controlling otherwise debilitating symptoms. Yet the underlying brain mechanisms are currently not well understood. Whole-brain computational modeling was used to disclose the effects of DBS during resting-state functional Magnetic Resonance Imaging in ten patients with Parkinson's disease. Specifically, we explored the local and global impact that DBS has in creating asynchronous, stable or critical oscillatory conditions using a supercritical bifurcation model. We found that DBS shifts global brain dynamics of patients towards a Healthy regime. This effect was more pronounced in very specific brain areas such as the thalamus, globus pallidus and orbitofrontal regions of the right hemisphere (with the left hemisphere not analyzed given artifacts arising from the electrode lead). Global aspects of integration and synchronization were also rebalanced. Empirically, we found higher communicability and coherence brain measures during DBS-ON compared to DBS-OFF. Finally, using our model as a framework, artificial in silico DBS was applied to find potential alternative target areas for stimulation and whole-brain rebalancing. These results offer important insights into the underlying large-scale effects of DBS as well as in finding novel stimulation targets, which may offer a route to more efficacious treatments
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spelling Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's diseaseCiências Médicas::Medicina ClínicaScience & TechnologyDeep brain stimulation (DBS) for Parkinson's disease is a highly effective treatment in controlling otherwise debilitating symptoms. Yet the underlying brain mechanisms are currently not well understood. Whole-brain computational modeling was used to disclose the effects of DBS during resting-state functional Magnetic Resonance Imaging in ten patients with Parkinson's disease. Specifically, we explored the local and global impact that DBS has in creating asynchronous, stable or critical oscillatory conditions using a supercritical bifurcation model. We found that DBS shifts global brain dynamics of patients towards a Healthy regime. This effect was more pronounced in very specific brain areas such as the thalamus, globus pallidus and orbitofrontal regions of the right hemisphere (with the left hemisphere not analyzed given artifacts arising from the electrode lead). Global aspects of integration and synchronization were also rebalanced. Empirically, we found higher communicability and coherence brain measures during DBS-ON compared to DBS-OFF. Finally, using our model as a framework, artificial in silico DBS was applied to find potential alternative target areas for stimulation and whole-brain rebalancing. These results offer important insights into the underlying large-scale effects of DBS as well as in finding novel stimulation targets, which may offer a route to more efficacious treatmentsIn this work, Gustavo Deco is supported by the ERC Advanced Grant: DYSTRUCTURE (n. 295129), by the Spanish Research Project PSI2016-75688-P and by the the European Union's Horizon 2020 research and innovation programme under grant agreement n. 720270 (HBP SGA1). Morten Kringelbach is supported by the ERC Consolidator Grant CAREGIVING (n. 615539) and the Center for Music in the Brain, funded by the Danish National Research Foundation (DNRF117). Victor M Saenger is supported by the Research Personnel Training program PSI2013-42091-P funded by the Spanish Ministry of Economy and Competitiveness.info:eu-repo/semantics/publishedVersionNature Publishing Groupet. al.Universidade do MinhoSaenger, Victor M.Kahan, JoshuaFoltynie, TomFriston, KarlAziz, Tipu Z.Green, Alexander L.Hartevelt , Tim J. vanCabral, JoanaMarques, Paulo César GonçalvesSousa, Nuno20172017-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/49661engSaenger, V. M., Kahan, J., Foltynie, T., Friston, K., Aziz, T. Z., Green, A. L., ... & Mancini, L. (2017). Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson’s disease. Scientific Reports, 7(1), 98821662-515310.1038/s41598-017-10003-y28851996https://www.nature.com/articles/s41598-017-10003-yinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:13:47Zoai:repositorium.sdum.uminho.pt:1822/49661Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:05:57.558530Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease
title Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease
spellingShingle Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease
Saenger, Victor M.
Ciências Médicas::Medicina Clínica
Science & Technology
title_short Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease
title_full Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease
title_fullStr Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease
title_full_unstemmed Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease
title_sort Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease
author Saenger, Victor M.
author_facet Saenger, Victor M.
Kahan, Joshua
Foltynie, Tom
Friston, Karl
Aziz, Tipu Z.
Green, Alexander L.
Hartevelt , Tim J. van
Cabral, Joana
Marques, Paulo César Gonçalves
Sousa, Nuno
author_role author
author2 Kahan, Joshua
Foltynie, Tom
Friston, Karl
Aziz, Tipu Z.
Green, Alexander L.
Hartevelt , Tim J. van
Cabral, Joana
Marques, Paulo César Gonçalves
Sousa, Nuno
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv et. al.
Universidade do Minho
dc.contributor.author.fl_str_mv Saenger, Victor M.
Kahan, Joshua
Foltynie, Tom
Friston, Karl
Aziz, Tipu Z.
Green, Alexander L.
Hartevelt , Tim J. van
Cabral, Joana
Marques, Paulo César Gonçalves
Sousa, Nuno
dc.subject.por.fl_str_mv Ciências Médicas::Medicina Clínica
Science & Technology
topic Ciências Médicas::Medicina Clínica
Science & Technology
description Deep brain stimulation (DBS) for Parkinson's disease is a highly effective treatment in controlling otherwise debilitating symptoms. Yet the underlying brain mechanisms are currently not well understood. Whole-brain computational modeling was used to disclose the effects of DBS during resting-state functional Magnetic Resonance Imaging in ten patients with Parkinson's disease. Specifically, we explored the local and global impact that DBS has in creating asynchronous, stable or critical oscillatory conditions using a supercritical bifurcation model. We found that DBS shifts global brain dynamics of patients towards a Healthy regime. This effect was more pronounced in very specific brain areas such as the thalamus, globus pallidus and orbitofrontal regions of the right hemisphere (with the left hemisphere not analyzed given artifacts arising from the electrode lead). Global aspects of integration and synchronization were also rebalanced. Empirically, we found higher communicability and coherence brain measures during DBS-ON compared to DBS-OFF. Finally, using our model as a framework, artificial in silico DBS was applied to find potential alternative target areas for stimulation and whole-brain rebalancing. These results offer important insights into the underlying large-scale effects of DBS as well as in finding novel stimulation targets, which may offer a route to more efficacious treatments
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/49661
url http://hdl.handle.net/1822/49661
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Saenger, V. M., Kahan, J., Foltynie, T., Friston, K., Aziz, T. Z., Green, A. L., ... & Mancini, L. (2017). Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson’s disease. Scientific Reports, 7(1), 9882
1662-5153
10.1038/s41598-017-10003-y
28851996
https://www.nature.com/articles/s41598-017-10003-y
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Nature Publishing Group
publisher.none.fl_str_mv Nature Publishing Group
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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