Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism

Detalhes bibliográficos
Autor(a) principal: Martins, Daniel Ribeiro
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/160559
Resumo: Deep brain stimulation (DBS) of the globus pallidus internus (GPi) is an effective treatment for dystonia, a medical condition characterized by involuntary muscle contractions and postures. However, GPi-DBS may lead to stimulation-related side effects, such as parkinsonism. This dissertation aims to clarify the neural circuits underlying this effect, providing data to inform its optimal management while contributing to the understanding of parkinsonism as a symptom in other movement disorders. This work involved the collection of clinical and imaging data from 32 patients with dystonia undergoing GPi-DBS, 6 (18.75%) of whom developed parkinsonism. Electrode locations, reconstructed from neuroimaging, were used to create patientspecific volumes of tissue activated (VTAs), according to stimulation parameters. A voxelby- voxel comparison revealed a cluster of voxels that were significantly more present in VTAs from patients with stimulation-induced parkinsonism than those from patients without this side effect. Also, patients that developed parkinsonism had higherVTAinside the GPi (P=0.005). Furthermore, significant differenceswere foundin analyses of functional connectivity, obtained through a resting-state normative cohort. Connectivity between the DBS site and the whole brain showed that parkinsonic VTAs had preferential connectivity to regions related to cognition, while the others exhibited stronger connectivity to motorrelated areas. Moreover, functional connectivity to specific regions implicated in previous parkinsonism studies, such as the striatum, claustrum and precentral gyrus, revealed significant differences. Patients with parkinsonism had reduced connectivity between the VTA and these regions, in comparison to those without the side effect. Such differences were not observed for control areas and connectivity valueswere able to accurately predict the outcome of parkinsonism after stimulation reprogramming. These results suggest that connectivity-based tools could help further understand the pathophysiology of parkinsonism, guide the selection of DBS parameters, and help uncover new targets for other neuromodulation techniques.
id RCAP_d580832c795ad0437b15b41638b8139c
oai_identifier_str oai:run.unl.pt:10362/160559
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonismdystoniadeep brain stimulationparkinsonismfunctional connectivitynormative connectomeDomínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e TecnologiasDeep brain stimulation (DBS) of the globus pallidus internus (GPi) is an effective treatment for dystonia, a medical condition characterized by involuntary muscle contractions and postures. However, GPi-DBS may lead to stimulation-related side effects, such as parkinsonism. This dissertation aims to clarify the neural circuits underlying this effect, providing data to inform its optimal management while contributing to the understanding of parkinsonism as a symptom in other movement disorders. This work involved the collection of clinical and imaging data from 32 patients with dystonia undergoing GPi-DBS, 6 (18.75%) of whom developed parkinsonism. Electrode locations, reconstructed from neuroimaging, were used to create patientspecific volumes of tissue activated (VTAs), according to stimulation parameters. A voxelby- voxel comparison revealed a cluster of voxels that were significantly more present in VTAs from patients with stimulation-induced parkinsonism than those from patients without this side effect. Also, patients that developed parkinsonism had higherVTAinside the GPi (P=0.005). Furthermore, significant differenceswere foundin analyses of functional connectivity, obtained through a resting-state normative cohort. Connectivity between the DBS site and the whole brain showed that parkinsonic VTAs had preferential connectivity to regions related to cognition, while the others exhibited stronger connectivity to motorrelated areas. Moreover, functional connectivity to specific regions implicated in previous parkinsonism studies, such as the striatum, claustrum and precentral gyrus, revealed significant differences. Patients with parkinsonism had reduced connectivity between the VTA and these regions, in comparison to those without the side effect. Such differences were not observed for control areas and connectivity valueswere able to accurately predict the outcome of parkinsonism after stimulation reprogramming. These results suggest that connectivity-based tools could help further understand the pathophysiology of parkinsonism, guide the selection of DBS parameters, and help uncover new targets for other neuromodulation techniques.A estimulação cerebral profunda (ECP) no globus pallidus interno (GPi) constitui um tratamento eficaz para a distonia, um condição caracterizada por contrações musculares involuntárias. No entanto, esta terapia pode causar reações adversas debilitantes, tais como parkinsonismo. Esta dissertação visa clarificar os circuitos neuronais subjacentes a este evento adverso, reunir informações para melhorar a sua gestão e contribuir para o entendimento de parkinsonismo como um sintoma prevalente noutras patologias. Para tal, foram explorados dados clínicos e imagens médicas de 32 pacientes com distonia submetidos a GPi-ECP, dos quais 6 (18.75%) desenvolveram parkinsonismo. A localização dos elétrodos, reconstruídos através das neuroimagens, foi usada para simular o volume de tecido ativado (VTA) em cada doente, de acordo com os respetivos parâmetros de estimulação. Os VTAs dos doentes que desenvolveram parkinsonismo exibiam um conjunto de voxéis significativamente diferente dos VTAs de doentes sem o sintoma, e apresentavam uma maior abrangência de estimulação no GPi (P=0.005). Além disso, diferenças significativas foram encontradas em análises de conectividade funcional, obtidas através de um conectoma normativo. A conectividade entre os alvos da ECP e o restante cérebro revelou que os VTAs dos doentes com parkinsonismo estavam mais associados a regiões cognitivas, enquanto que os dos doentes sem parkinsonismo exibiam mais conectividade com áreas motoras. Adicionalmente, a conectividade funcional entre os VTAs e regiões descritas em estudos prévios sobre parkinsonismo, como o corpo estriado, claustro e giro pré-central, encontrava-se reduzida nos doentes com parkinsonismo, comparativamente aos doentes sem o sintoma. Não foram observadas diferenças em regiões de controlo e estes valores de conectividade foram capazes de prever a melhoria de parkinsonismo após reajustes na estimulação. Estes resultados sugerem que abordagens baseadas em conectividade podem ajudar a compreender a fisiopatologia do parkinsonismo, guiar a seleção de parâmetros da ECP e descobrir novos alvos terapêuticos para outras técnicas de neuroestimulação.Sousa, MarceloVigário, RicardoRUNMartins, Daniel Ribeiro2023-11-27T16:21:09Z2023-112023-11-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/160559enginfo: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:RCAAP2024-03-11T05:43:17Zoai:run.unl.pt:10362/160559Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:58:06.377291Repositório 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 Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism
title Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism
spellingShingle Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism
Martins, Daniel Ribeiro
dystonia
deep brain stimulation
parkinsonism
functional connectivity
normative connectome
Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias
title_short Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism
title_full Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism
title_fullStr Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism
title_full_unstemmed Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism
title_sort Addressing Brain Circuit Dysfunction Underlying DBS-Induced Parkinsonism
author Martins, Daniel Ribeiro
author_facet Martins, Daniel Ribeiro
author_role author
dc.contributor.none.fl_str_mv Sousa, Marcelo
Vigário, Ricardo
RUN
dc.contributor.author.fl_str_mv Martins, Daniel Ribeiro
dc.subject.por.fl_str_mv dystonia
deep brain stimulation
parkinsonism
functional connectivity
normative connectome
Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias
topic dystonia
deep brain stimulation
parkinsonism
functional connectivity
normative connectome
Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias
description Deep brain stimulation (DBS) of the globus pallidus internus (GPi) is an effective treatment for dystonia, a medical condition characterized by involuntary muscle contractions and postures. However, GPi-DBS may lead to stimulation-related side effects, such as parkinsonism. This dissertation aims to clarify the neural circuits underlying this effect, providing data to inform its optimal management while contributing to the understanding of parkinsonism as a symptom in other movement disorders. This work involved the collection of clinical and imaging data from 32 patients with dystonia undergoing GPi-DBS, 6 (18.75%) of whom developed parkinsonism. Electrode locations, reconstructed from neuroimaging, were used to create patientspecific volumes of tissue activated (VTAs), according to stimulation parameters. A voxelby- voxel comparison revealed a cluster of voxels that were significantly more present in VTAs from patients with stimulation-induced parkinsonism than those from patients without this side effect. Also, patients that developed parkinsonism had higherVTAinside the GPi (P=0.005). Furthermore, significant differenceswere foundin analyses of functional connectivity, obtained through a resting-state normative cohort. Connectivity between the DBS site and the whole brain showed that parkinsonic VTAs had preferential connectivity to regions related to cognition, while the others exhibited stronger connectivity to motorrelated areas. Moreover, functional connectivity to specific regions implicated in previous parkinsonism studies, such as the striatum, claustrum and precentral gyrus, revealed significant differences. Patients with parkinsonism had reduced connectivity between the VTA and these regions, in comparison to those without the side effect. Such differences were not observed for control areas and connectivity valueswere able to accurately predict the outcome of parkinsonism after stimulation reprogramming. These results suggest that connectivity-based tools could help further understand the pathophysiology of parkinsonism, guide the selection of DBS parameters, and help uncover new targets for other neuromodulation techniques.
publishDate 2023
dc.date.none.fl_str_mv 2023-11-27T16:21:09Z
2023-11
2023-11-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/160559
url http://hdl.handle.net/10362/160559
dc.language.iso.fl_str_mv eng
language eng
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.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799138162968100864