Análise espectral do tratamento via LTP em ratos com epilepsia induzida

Detalhes bibliográficos
Autor(a) principal: CANDEIAS, Eugenio Luiz Carneiro Valdez
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFRPE
Texto Completo: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8523
Resumo: Epilepsy is a set of diseases whose point in common is the epileptic seizure, and the central nervous system has mechanisms that protect the brain against epileptic hypersynchronism. These mechanisms, which are a set of metabolic, hemodynamic and synaptic adaptions, are called endogenous anticonvulsivant system (SAEs). Some studies shows that the substantia nigra pars reticulata (SNPr) has a strong relevance in the control of seizures, that both SNPr inhibition and striatum (STR) excitation are anticonvulsivants. Our group realizes a LTP protocol in Long-Evans rats by high frequency electrical stimulation on STR and record the evoked potential in the SNPr, STR and hippocampus (HIPO). All behavioral results were promising, such as a quantity of walked squares and self-cleaning in the experimental group, among others. In this work we did a spectral analysis, applying techniques of neural data analysis in the local field potential (LFP) - of the three regions - collected in the experiment. We use the fast Fourier transform (FFT) to identify the noise level in the data set, when necessary we apply a reject filter to eliminate the powerline interference (60 Hz). To identity the causality between SNPr, STR and HIPO regions, we use techniques of signal processing, such as coherence and Granger causality and we could verify a greater causality when the SNPr was involved. We confirm our data using another technique consisting of surrogating the data sequence, breaking the temporal correlation. Without this correlation, the magnitude of our results had significant declines.
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spelling STOSIC, BorkoCARELLI, Pedro ValadaoFIGUEIRÊDO, Pedro Hugo deMATIAS, Fernanda Selingardihttp://lattes.cnpq.br/1408098067456255CANDEIAS, Eugenio Luiz Carneiro Valdez2021-02-25T18:31:20Z2019-02-21CANDEIAS, Eugenio Luiz Carneiro Valdez. Análise espectral do tratamento via LTP em ratos com epilepsia induzida. 2019. 69 f. Dissertação (Programa de Pós-Graduação em Física Aplicada) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8523Epilepsy is a set of diseases whose point in common is the epileptic seizure, and the central nervous system has mechanisms that protect the brain against epileptic hypersynchronism. These mechanisms, which are a set of metabolic, hemodynamic and synaptic adaptions, are called endogenous anticonvulsivant system (SAEs). Some studies shows that the substantia nigra pars reticulata (SNPr) has a strong relevance in the control of seizures, that both SNPr inhibition and striatum (STR) excitation are anticonvulsivants. Our group realizes a LTP protocol in Long-Evans rats by high frequency electrical stimulation on STR and record the evoked potential in the SNPr, STR and hippocampus (HIPO). All behavioral results were promising, such as a quantity of walked squares and self-cleaning in the experimental group, among others. In this work we did a spectral analysis, applying techniques of neural data analysis in the local field potential (LFP) - of the three regions - collected in the experiment. We use the fast Fourier transform (FFT) to identify the noise level in the data set, when necessary we apply a reject filter to eliminate the powerline interference (60 Hz). To identity the causality between SNPr, STR and HIPO regions, we use techniques of signal processing, such as coherence and Granger causality and we could verify a greater causality when the SNPr was involved. We confirm our data using another technique consisting of surrogating the data sequence, breaking the temporal correlation. Without this correlation, the magnitude of our results had significant declines.A epilepsia é um conjunto de doenças cujo ponto em comum é a crise epilética, porém o sistema nervoso central tem mecanismos que protegem o cérebro contra o hipersincronismo epilético. Esses mecanismos, que são um conjunto de adaptações metabólica, hemodinâmica e sináptica, recebem o nome de sistemas anticonvulsivantes endógenos (SAEs). Tanto a inibição da substância negra parte reticulada (SNPr) como a desinibição do corpo estriado (CE) são anticonvulsivantes, e alguns estudos indicam que a SNPr tem uma forte relevância no controle de convulsões. Nosso grupo realizou um protocolo de potenciação de longo prazo (long-term potentiation - LTP) em ratos da linhagem Long-Evans através da estimulação elétrica de alta frequência no CE e captamos o potencial evocado na SNPr, no CE e no hipocampo (HIPO). Todos os resultados comportamentais foram promissores, como uma maior quantidade de quadrados andados e autolimpeza no grupo experimental, entre outros. Neste trabalho fizemos uma análise espectral, aplicando técnicas de análise de dados neurais nos potenciais de campo locais (local field potential - LFP) - das três regiões do cérebro - coletados nos experimentos. Utilizamos a transformada rápida de Fourier (fast Fourier transform - FFT) para identificar o nível de ruído dos dados, quando necessário aplicamos um filtro de rejeita faixa para eliminar a linha de interferência (60 Hz). Para identificar a causalidade entre as regiões da SNPr, CE e HIPO, utilizamos a coerência e causalidade de Granger e conseguimos comprovar uma causalidade maior quando envolvia a SNPr. Confirmamos nossos dados utilizando outra técnica que consiste em embaralhar a sequência de dados, quebrando sua correlação temporal. Onde foi detectado que sem essa correlação, a magnitude de nossos resultados tiveram expressivas quedas.Submitted by Mario BC (mario@bc.ufrpe.br) on 2021-02-25T18:31:20Z No. of bitstreams: 1 Eugenio Luiz Carneiro Valdez Candeias.pdf: 3185515 bytes, checksum: 74484e685d8aecb58ff3fa75ce225a8f (MD5)Made available in DSpace on 2021-02-25T18:31:20Z (GMT). No. of bitstreams: 1 Eugenio Luiz Carneiro Valdez Candeias.pdf: 3185515 bytes, checksum: 74484e685d8aecb58ff3fa75ce225a8f (MD5) Previous issue date: 2019-02-21Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Física AplicadaUFRPEBrasilDepartamento de FísicaAnálise espectralPotenciação de longo prazoEpilepsiaCIENCIAS EXATAS E DA TERRA::FISICAAnálise espectral do tratamento via LTP em ratos com epilepsia induzidainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis2948194971945047520600600600600-748177341945315287-83271462965037459292075167498588264571info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPEORIGINALEugenio Luiz Carneiro Valdez Candeias.pdfEugenio Luiz Carneiro Valdez Candeias.pdfapplication/pdf3185515http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/8523/2/Eugenio+Luiz+Carneiro+Valdez+Candeias.pdf74484e685d8aecb58ff3fa75ce225a8fMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/8523/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/85232021-02-25 15:31:20.386oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2024-05-28T12:37:06.690410Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false
dc.title.por.fl_str_mv Análise espectral do tratamento via LTP em ratos com epilepsia induzida
title Análise espectral do tratamento via LTP em ratos com epilepsia induzida
spellingShingle Análise espectral do tratamento via LTP em ratos com epilepsia induzida
CANDEIAS, Eugenio Luiz Carneiro Valdez
Análise espectral
Potenciação de longo prazo
Epilepsia
CIENCIAS EXATAS E DA TERRA::FISICA
title_short Análise espectral do tratamento via LTP em ratos com epilepsia induzida
title_full Análise espectral do tratamento via LTP em ratos com epilepsia induzida
title_fullStr Análise espectral do tratamento via LTP em ratos com epilepsia induzida
title_full_unstemmed Análise espectral do tratamento via LTP em ratos com epilepsia induzida
title_sort Análise espectral do tratamento via LTP em ratos com epilepsia induzida
author CANDEIAS, Eugenio Luiz Carneiro Valdez
author_facet CANDEIAS, Eugenio Luiz Carneiro Valdez
author_role author
dc.contributor.advisor1.fl_str_mv STOSIC, Borko
dc.contributor.advisor-co1.fl_str_mv CARELLI, Pedro Valadao
dc.contributor.referee1.fl_str_mv FIGUEIRÊDO, Pedro Hugo de
dc.contributor.referee2.fl_str_mv MATIAS, Fernanda Selingardi
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/1408098067456255
dc.contributor.author.fl_str_mv CANDEIAS, Eugenio Luiz Carneiro Valdez
contributor_str_mv STOSIC, Borko
CARELLI, Pedro Valadao
FIGUEIRÊDO, Pedro Hugo de
MATIAS, Fernanda Selingardi
dc.subject.por.fl_str_mv Análise espectral
Potenciação de longo prazo
Epilepsia
topic Análise espectral
Potenciação de longo prazo
Epilepsia
CIENCIAS EXATAS E DA TERRA::FISICA
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::FISICA
description Epilepsy is a set of diseases whose point in common is the epileptic seizure, and the central nervous system has mechanisms that protect the brain against epileptic hypersynchronism. These mechanisms, which are a set of metabolic, hemodynamic and synaptic adaptions, are called endogenous anticonvulsivant system (SAEs). Some studies shows that the substantia nigra pars reticulata (SNPr) has a strong relevance in the control of seizures, that both SNPr inhibition and striatum (STR) excitation are anticonvulsivants. Our group realizes a LTP protocol in Long-Evans rats by high frequency electrical stimulation on STR and record the evoked potential in the SNPr, STR and hippocampus (HIPO). All behavioral results were promising, such as a quantity of walked squares and self-cleaning in the experimental group, among others. In this work we did a spectral analysis, applying techniques of neural data analysis in the local field potential (LFP) - of the three regions - collected in the experiment. We use the fast Fourier transform (FFT) to identify the noise level in the data set, when necessary we apply a reject filter to eliminate the powerline interference (60 Hz). To identity the causality between SNPr, STR and HIPO regions, we use techniques of signal processing, such as coherence and Granger causality and we could verify a greater causality when the SNPr was involved. We confirm our data using another technique consisting of surrogating the data sequence, breaking the temporal correlation. Without this correlation, the magnitude of our results had significant declines.
publishDate 2019
dc.date.issued.fl_str_mv 2019-02-21
dc.date.accessioned.fl_str_mv 2021-02-25T18:31:20Z
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dc.identifier.citation.fl_str_mv CANDEIAS, Eugenio Luiz Carneiro Valdez. Análise espectral do tratamento via LTP em ratos com epilepsia induzida. 2019. 69 f. Dissertação (Programa de Pós-Graduação em Física Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
dc.identifier.uri.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8523
identifier_str_mv CANDEIAS, Eugenio Luiz Carneiro Valdez. Análise espectral do tratamento via LTP em ratos com epilepsia induzida. 2019. 69 f. Dissertação (Programa de Pós-Graduação em Física Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
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