Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure

Detalhes bibliográficos
Ano de defesa: 2020
Autor(a) principal: Esper, Nathalia Bianchini
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Pontifícia Universidade Católica do Rio Grande do Sul
Escola de Medicina
Brasil
PUCRS
Programa de Pós-Graduação em Medicina e Ciências da Saúde
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://tede2.pucrs.br/tede2/handle/tede/9507
Resumo: The outbreak of Zika Virus infections, occurred in all Brazilian territory in 2015, brought a significant increase in the number of cases with congenital microcephaly in newborns, increasing researchers’ interest in how this virus influences the brain development in patients with this neurological condition. Since that, several studies showed the anatomical changes in the microcephalic brain, without a focus on functional neurodevelopment. The present work provides a structural and functional MRI study in infants with congenital microcephaly associated to Zika Virus infection. The work is divided in two studies. The first study is a cross-sectional investigation of 42 infants born with Zika virus congenital microcephaly. Bayley-III developmental evaluations and MRI scans were carried out at ages 13-39 months (mean age = 24.83 months, SD = 5.82 months). Here we propose a microcephaly severity classification, called ZikV-Microcephaly Severity Score. The severity score was generated based on neuroradiologist evaluations of brain malformations. Next, we established a distribution of ZikV-Microcephaly into mild, moderate and severe and investigated the association of severity with developmental scores. Finally, we propose a simplified procedure for estimating the severity score and a prediction of the score, using only volumetric measures. Results from the first study showed ZikV-Microcephaly Severity Score negatively correlated with neurodevelopmental scores and correlated with trimester of infection. The semi-automated method, in turn, correlated with the neuroradiological severity score, and thus may be an alternative for prediction of severity of microcephaly using one MRI sequence. Both methods may be used to evaluate severity of microcephaly and possible associated developmental consequences. The second study is a cross-sectional investigation of the functional connectivity in 28 infants with congenital microcephaly (mean age = 26.75 months, SD = 5.82 months). Here we developed a brain MRI template for infants with moderate microcephaly, called ZikaBraIns template. The functional connectivity was assessed through an independent component analysis followed by a correlation analysis with the Bayley-III scales. Results from the second study showed that the ZikaBraIns template can be used for processing data from infants with moderate microcephaly and presented expected results in the correlation analysis. Results showed a correlation in the supplementary motor area between the supplementary motor network and the Bayley-III score for gross motor. The group analysis results showed a correlation between the temporal network and the Bayley-III scores for expressive communication in the superior temporal area. In conclusion, the severity classification allowed for the development of a brain MRI template for infants with moderate microcephaly for fMRI analyses, which was subsequently used to investigate well-established resting-state fMRI networks, such as the auditory, visual, and temporal networks.
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spelling Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposureBrain DevelopmentCongenital MicrocephalyMagnetic Resonance ImagingZika VirusCIENCIAS DA SAUDE::MEDICINAThe outbreak of Zika Virus infections, occurred in all Brazilian territory in 2015, brought a significant increase in the number of cases with congenital microcephaly in newborns, increasing researchers’ interest in how this virus influences the brain development in patients with this neurological condition. Since that, several studies showed the anatomical changes in the microcephalic brain, without a focus on functional neurodevelopment. The present work provides a structural and functional MRI study in infants with congenital microcephaly associated to Zika Virus infection. The work is divided in two studies. The first study is a cross-sectional investigation of 42 infants born with Zika virus congenital microcephaly. Bayley-III developmental evaluations and MRI scans were carried out at ages 13-39 months (mean age = 24.83 months, SD = 5.82 months). Here we propose a microcephaly severity classification, called ZikV-Microcephaly Severity Score. The severity score was generated based on neuroradiologist evaluations of brain malformations. Next, we established a distribution of ZikV-Microcephaly into mild, moderate and severe and investigated the association of severity with developmental scores. Finally, we propose a simplified procedure for estimating the severity score and a prediction of the score, using only volumetric measures. Results from the first study showed ZikV-Microcephaly Severity Score negatively correlated with neurodevelopmental scores and correlated with trimester of infection. The semi-automated method, in turn, correlated with the neuroradiological severity score, and thus may be an alternative for prediction of severity of microcephaly using one MRI sequence. Both methods may be used to evaluate severity of microcephaly and possible associated developmental consequences. The second study is a cross-sectional investigation of the functional connectivity in 28 infants with congenital microcephaly (mean age = 26.75 months, SD = 5.82 months). Here we developed a brain MRI template for infants with moderate microcephaly, called ZikaBraIns template. The functional connectivity was assessed through an independent component analysis followed by a correlation analysis with the Bayley-III scales. Results from the second study showed that the ZikaBraIns template can be used for processing data from infants with moderate microcephaly and presented expected results in the correlation analysis. Results showed a correlation in the supplementary motor area between the supplementary motor network and the Bayley-III score for gross motor. The group analysis results showed a correlation between the temporal network and the Bayley-III scores for expressive communication in the superior temporal area. In conclusion, the severity classification allowed for the development of a brain MRI template for infants with moderate microcephaly for fMRI analyses, which was subsequently used to investigate well-established resting-state fMRI networks, such as the auditory, visual, and temporal networks.No ano de 2015, o território brasileiro enfrentou um surto de infecções causadas pelo Vírus Zika, aumentando significativamente o número de casos de recém nascidos com microcefalia congênita, e assim o interesse dos pesquisadores em como o vírus influencia o desenvolvimento cerebral em pacientes com essa condição neurológica. Desde então, diversos estudos no campo da neurociência mostram as alterações anatômicas no cérebro de crianças microcefálicas, porém sem nenhum foco no neurodesenvolvimento funcional. O presente trabalho propõe um estudo utilizando ressonância magnética funcional em crianças com microcefalia congênita associada ao Vírus Zika. O trabalho está dividido em dois estudos. O primeiro estudo é uma investigação transversal de 42 crianças nascidas com microcefalia congênita associada ao Vírus Zika. As avaliações de desenvolvimento (escala Bayley-III) e os exames de ressonância magnética foram realizados entre 13-19 meses de idade (idade média = 24.83 meses, desvio padrão = 5.82 meses). O estudo apresenta pela primeira vez uma classificação de gravidade da microcefalia, chamada de Escore de Severidade de Microcefalia Associada ao Vírus Zika. O escore de severidade foi criado com base em uma avaliação neuroradiológica das más-formações cerebrais. Posteriormente, foi estabelecida uma divisão em microcefalia leve, moderada e grave e investigamos a associação da gravidade com os escores de desenvolvimento. Por último, o estudo propõe a simplificação do escore de severidade e uma predição do escore, usando apenas dados de volumetria. Os resultados do primeiro estudo mostram que o Escore de Severidade de Microcefalia Associada ao Vírus Zika correlacionou negativamente com os escores de neurodesenvolvimento e com o trimestre de infecção materna. Em contrapartida, o método semiautomático correlacionou com o escore de severidade baseado nos achados neuroradiológicos e pode ser uma alternativa para predição do escore de severidade usando apenas uma sequência de imagem de ressonância magnética. Os dois métodos podem ser usados para avaliar a gravidade da microcefalia e a possível associação com o desenvolvimento. O segundo estudo é uma investigação transversal da conectividade funcional em 28 crianças com microcefalia congênita (idade média = 26.75 meses, desvio padrão = 5.82 meses). O estudo propõe, pela primeira vez, um modelo de cérebro de crianças com microcefalia moderada, chamado modelo ZikaBraIns. A conectividade funcional foi obtida através de uma análise de componentes independentes seguido por uma análise de correlação com a escala Bayley-III. Os resultados do segundo estudo mostram que o modelo ZikaBraIns pode ser usado para processar os dados de crianças com microcefalia moderada e apresentou resultados esperados nas análises de correlação. Os resultados mostram uma correlação na área motora suplementar entre a rede motora suplementar e o escore motor grosso da escala Bayley-III. Os resultados da análise de grupo mostram uma correlação entre a rede temporal e o escore de comunicação expressiva da escala Bayley-III na região temporal superior. Como conclusão, a classificação de gravidade permitiu a criação de um modelo de cérebro para crianças com microcefalia moderada para as análises de ressonância magnética funcional, que posteriormente foi usado para investigar redes em estado de repouso bem estabelecidas na literatura, como a rede auditiva, visual e temporal.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESPontifícia Universidade Católica do Rio Grande do SulEscola de MedicinaBrasilPUCRSPrograma de Pós-Graduação em Medicina e Ciências da SaúdeBuchweitz, Augustohttp://lattes.cnpq.br/7897187838595254Esper, Nathalia Bianchini2021-03-18T19:21:39Z2020-12-18info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttp://tede2.pucrs.br/tede2/handle/tede/9507porinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da PUC_RSinstname:Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)instacron:PUC_RS2021-03-18T23:00:10Zoai:tede2.pucrs.br:tede/9507Biblioteca Digital de Teses e Dissertaçõeshttp://tede2.pucrs.br/tede2/PRIhttps://tede2.pucrs.br/oai/requestbiblioteca.central@pucrs.br||opendoar:2021-03-18T23:00:10Biblioteca Digital de Teses e Dissertações da PUC_RS - Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)false
dc.title.none.fl_str_mv Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure
title Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure
spellingShingle Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure
Esper, Nathalia Bianchini
Brain Development
Congenital Microcephaly
Magnetic Resonance Imaging
Zika Virus
CIENCIAS DA SAUDE::MEDICINA
title_short Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure
title_full Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure
title_fullStr Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure
title_full_unstemmed Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure
title_sort Zika virus and the brain: a functional and structural magnetic resonance imaging study of infants with congenital microcephaly associated to Zika virus exposure
author Esper, Nathalia Bianchini
author_facet Esper, Nathalia Bianchini
author_role author
dc.contributor.none.fl_str_mv Buchweitz, Augusto
http://lattes.cnpq.br/7897187838595254
dc.contributor.author.fl_str_mv Esper, Nathalia Bianchini
dc.subject.por.fl_str_mv Brain Development
Congenital Microcephaly
Magnetic Resonance Imaging
Zika Virus
CIENCIAS DA SAUDE::MEDICINA
topic Brain Development
Congenital Microcephaly
Magnetic Resonance Imaging
Zika Virus
CIENCIAS DA SAUDE::MEDICINA
description The outbreak of Zika Virus infections, occurred in all Brazilian territory in 2015, brought a significant increase in the number of cases with congenital microcephaly in newborns, increasing researchers’ interest in how this virus influences the brain development in patients with this neurological condition. Since that, several studies showed the anatomical changes in the microcephalic brain, without a focus on functional neurodevelopment. The present work provides a structural and functional MRI study in infants with congenital microcephaly associated to Zika Virus infection. The work is divided in two studies. The first study is a cross-sectional investigation of 42 infants born with Zika virus congenital microcephaly. Bayley-III developmental evaluations and MRI scans were carried out at ages 13-39 months (mean age = 24.83 months, SD = 5.82 months). Here we propose a microcephaly severity classification, called ZikV-Microcephaly Severity Score. The severity score was generated based on neuroradiologist evaluations of brain malformations. Next, we established a distribution of ZikV-Microcephaly into mild, moderate and severe and investigated the association of severity with developmental scores. Finally, we propose a simplified procedure for estimating the severity score and a prediction of the score, using only volumetric measures. Results from the first study showed ZikV-Microcephaly Severity Score negatively correlated with neurodevelopmental scores and correlated with trimester of infection. The semi-automated method, in turn, correlated with the neuroradiological severity score, and thus may be an alternative for prediction of severity of microcephaly using one MRI sequence. Both methods may be used to evaluate severity of microcephaly and possible associated developmental consequences. The second study is a cross-sectional investigation of the functional connectivity in 28 infants with congenital microcephaly (mean age = 26.75 months, SD = 5.82 months). Here we developed a brain MRI template for infants with moderate microcephaly, called ZikaBraIns template. The functional connectivity was assessed through an independent component analysis followed by a correlation analysis with the Bayley-III scales. Results from the second study showed that the ZikaBraIns template can be used for processing data from infants with moderate microcephaly and presented expected results in the correlation analysis. Results showed a correlation in the supplementary motor area between the supplementary motor network and the Bayley-III score for gross motor. The group analysis results showed a correlation between the temporal network and the Bayley-III scores for expressive communication in the superior temporal area. In conclusion, the severity classification allowed for the development of a brain MRI template for infants with moderate microcephaly for fMRI analyses, which was subsequently used to investigate well-established resting-state fMRI networks, such as the auditory, visual, and temporal networks.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-18
2021-03-18T19:21:39Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://tede2.pucrs.br/tede2/handle/tede/9507
url http://tede2.pucrs.br/tede2/handle/tede/9507
dc.language.iso.fl_str_mv por
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Pontifícia Universidade Católica do Rio Grande do Sul
Escola de Medicina
Brasil
PUCRS
Programa de Pós-Graduação em Medicina e Ciências da Saúde
publisher.none.fl_str_mv Pontifícia Universidade Católica do Rio Grande do Sul
Escola de Medicina
Brasil
PUCRS
Programa de Pós-Graduação em Medicina e Ciências da Saúde
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da PUC_RS
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