Structural connectivity of the brain: differences between a normal brain and a brain with pathology

Detalhes bibliográficos
Autor(a) principal: Ferra, Carmen
Data de Publicação: 2014
Outros Autores: Ferreira, Hugo Alexandre, Pereira, Pedro M. Gonçalves, Manaças, Rui, Andrade, Alexandre
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.25758/set.1054
Resumo: Understanding the large-scale structural network formed by neurons is a major challenge in neuroscience. In this study, we analyzed the structural connectivity of the human brain in 22 healthy subjects and in two patients with post-traumatic epilepsy. We evaluated the differences between these two groups. We also investigated differences in connectivity regarding gender and age in healthy individuals. For this purpose, we developed an analysis protocol using specialized software applications and we used graph theory metrics to characterize the structural connectivity between 118 different brain regions. Within the group of healthy subjects, we found that men in general are those with higher average values of graph theory metrics. However, there were no significant differences in gender regarding the global characterization of the brain. In addition, age was, in general, negatively correlated to the connectivity metrics. The brain regions where the most important differences were observed between healthy individuals and patients were: the Rolandic sulcus, the hippocampus, the pre-cuneus, the thalamus, and the cerebellum bilaterally. These differences were consistent with the radiologic images of patients and the studied literature on post-traumatic epilepsy. Developments are expected for the study of the structural connectivity of the human brain since its potential can be combined with other methods to characterize the disorders of brain circuits.
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spelling Structural connectivity of the brain: differences between a normal brain and a brain with pathologyConectividade estrutural do cérebro: diferenças entre um cérebro normal e um cérebro com patologiaRede estruturalConectividade estruturalImagem por tensor de difusãoMatriz de conectividadeEpilepsia pós-traumáticaStructural networkStructural connectivityDiffusion tensor imagingConnectivity matricesPost-traumatic epilepsyUnderstanding the large-scale structural network formed by neurons is a major challenge in neuroscience. In this study, we analyzed the structural connectivity of the human brain in 22 healthy subjects and in two patients with post-traumatic epilepsy. We evaluated the differences between these two groups. We also investigated differences in connectivity regarding gender and age in healthy individuals. For this purpose, we developed an analysis protocol using specialized software applications and we used graph theory metrics to characterize the structural connectivity between 118 different brain regions. Within the group of healthy subjects, we found that men in general are those with higher average values of graph theory metrics. However, there were no significant differences in gender regarding the global characterization of the brain. In addition, age was, in general, negatively correlated to the connectivity metrics. The brain regions where the most important differences were observed between healthy individuals and patients were: the Rolandic sulcus, the hippocampus, the pre-cuneus, the thalamus, and the cerebellum bilaterally. These differences were consistent with the radiologic images of patients and the studied literature on post-traumatic epilepsy. Developments are expected for the study of the structural connectivity of the human brain since its potential can be combined with other methods to characterize the disorders of brain circuits.Perceber a rede estrutural formada pelos neurónios no cérebro a nível da macro escala é um desafio atual na área das neurociências. Neste estudo analisou-se a conetividade estrutural do cérebro em 22 indivíduos saudáveis e em dois doentes com epilepsia pós-traumática. Avaliaram-se as diferenças entre estes dois grupos. Também se pesquisaram diferenças a nível do género e idade no grupo de indivíduos saudáveis e os que têm valores médios mais elevados nas métricas de caracterização da rede. Para tal, desenvolveu-se um protocolo de análise recorrendo a diversos softwares especializados e usaram-se métricas da Teoria dos Grafos para a caracterização da conetividade estrutural entre 118 regiões encefálicas distintas. Dentro do grupo dos indivíduos saudáveis concluiu-se que os homens, no geral, são os que têm média mais alta para as métricas de caracterização da rede estrutural. Contudo, não se observaram diferenças significativas em relação ao género nas métricas de caracterização global do cérebro. Relativamente à idade, esta correlaciona-se negativamente, no geral, com as métricas de caracterização da rede estrutural. As regiões onde se observaram as diferenças mais importantes entre indivíduos saudáveis e doentes são: o sulco rolândico, o hipocampo, o pré-cuneus, o tálamo e o cerebelo bilateralmente. Estas diferenças são consistentes com as imagens radiológicas dos doentes e com a literatura estudada sobre a epilepsia pós-traumática. Preveem-se desenvolvimentos para o estudo da conetividade estrutural do cérebro humano, uma vez que a sua potencialidade pode ser combinada com outros métodos de modo a caracterizar as alterações dos circuitos cerebrais.Escola Superior de Tecnologia da Saúde de Lisboa (Instituto Politécnico de Lisboa)2014-06-30info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.25758/set.1054oai:journals.ipl.pt:article/675Saúde e Tecnologia; No. T2 (2014): Nº temático - Ressonância Magnética; e29-e38Saúde & Tecnologia; N.º T2 (2014): Nº temático - Ressonância Magnética; e29-e381646-9704reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPporhttps://journals.ipl.pt/stecnologia/article/view/675https://doi.org/10.25758/set.1054https://journals.ipl.pt/stecnologia/article/view/675/568Direitos de Autor (c) 2022 Saúde & Tecnologiainfo:eu-repo/semantics/openAccessFerra, CarmenFerreira, Hugo AlexandrePereira, Pedro M. GonçalvesManaças, RuiAndrade, Alexandre2022-12-20T10:59:16Zoai:journals.ipl.pt:article/675Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:21:28.963246Repositório 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 Structural connectivity of the brain: differences between a normal brain and a brain with pathology
Conectividade estrutural do cérebro: diferenças entre um cérebro normal e um cérebro com patologia
title Structural connectivity of the brain: differences between a normal brain and a brain with pathology
spellingShingle Structural connectivity of the brain: differences between a normal brain and a brain with pathology
Ferra, Carmen
Rede estrutural
Conectividade estrutural
Imagem por tensor de difusão
Matriz de conectividade
Epilepsia pós-traumática
Structural network
Structural connectivity
Diffusion tensor imaging
Connectivity matrices
Post-traumatic epilepsy
title_short Structural connectivity of the brain: differences between a normal brain and a brain with pathology
title_full Structural connectivity of the brain: differences between a normal brain and a brain with pathology
title_fullStr Structural connectivity of the brain: differences between a normal brain and a brain with pathology
title_full_unstemmed Structural connectivity of the brain: differences between a normal brain and a brain with pathology
title_sort Structural connectivity of the brain: differences between a normal brain and a brain with pathology
author Ferra, Carmen
author_facet Ferra, Carmen
Ferreira, Hugo Alexandre
Pereira, Pedro M. Gonçalves
Manaças, Rui
Andrade, Alexandre
author_role author
author2 Ferreira, Hugo Alexandre
Pereira, Pedro M. Gonçalves
Manaças, Rui
Andrade, Alexandre
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Ferra, Carmen
Ferreira, Hugo Alexandre
Pereira, Pedro M. Gonçalves
Manaças, Rui
Andrade, Alexandre
dc.subject.por.fl_str_mv Rede estrutural
Conectividade estrutural
Imagem por tensor de difusão
Matriz de conectividade
Epilepsia pós-traumática
Structural network
Structural connectivity
Diffusion tensor imaging
Connectivity matrices
Post-traumatic epilepsy
topic Rede estrutural
Conectividade estrutural
Imagem por tensor de difusão
Matriz de conectividade
Epilepsia pós-traumática
Structural network
Structural connectivity
Diffusion tensor imaging
Connectivity matrices
Post-traumatic epilepsy
description Understanding the large-scale structural network formed by neurons is a major challenge in neuroscience. In this study, we analyzed the structural connectivity of the human brain in 22 healthy subjects and in two patients with post-traumatic epilepsy. We evaluated the differences between these two groups. We also investigated differences in connectivity regarding gender and age in healthy individuals. For this purpose, we developed an analysis protocol using specialized software applications and we used graph theory metrics to characterize the structural connectivity between 118 different brain regions. Within the group of healthy subjects, we found that men in general are those with higher average values of graph theory metrics. However, there were no significant differences in gender regarding the global characterization of the brain. In addition, age was, in general, negatively correlated to the connectivity metrics. The brain regions where the most important differences were observed between healthy individuals and patients were: the Rolandic sulcus, the hippocampus, the pre-cuneus, the thalamus, and the cerebellum bilaterally. These differences were consistent with the radiologic images of patients and the studied literature on post-traumatic epilepsy. Developments are expected for the study of the structural connectivity of the human brain since its potential can be combined with other methods to characterize the disorders of brain circuits.
publishDate 2014
dc.date.none.fl_str_mv 2014-06-30
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 https://doi.org/10.25758/set.1054
oai:journals.ipl.pt:article/675
url https://doi.org/10.25758/set.1054
identifier_str_mv oai:journals.ipl.pt:article/675
dc.language.iso.fl_str_mv por
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dc.relation.none.fl_str_mv https://journals.ipl.pt/stecnologia/article/view/675
https://doi.org/10.25758/set.1054
https://journals.ipl.pt/stecnologia/article/view/675/568
dc.rights.driver.fl_str_mv Direitos de Autor (c) 2022 Saúde & Tecnologia
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Direitos de Autor (c) 2022 Saúde & Tecnologia
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Escola Superior de Tecnologia da Saúde de Lisboa (Instituto Politécnico de Lisboa)
publisher.none.fl_str_mv Escola Superior de Tecnologia da Saúde de Lisboa (Instituto Politécnico de Lisboa)
dc.source.none.fl_str_mv Saúde e Tecnologia; No. T2 (2014): Nº temático - Ressonância Magnética; e29-e38
Saúde & Tecnologia; N.º T2 (2014): Nº temático - Ressonância Magnética; e29-e38
1646-9704
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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
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