Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.2/10530 |
Resumo: | Alzheimer’s disease (AD) is a progressive neurodegenerative disorder whose diagnosis remains a notable challenge. The literature suggests that cerebral changes precede AD symptoms by over two decades, implying a significantly advanced stage of AD by the time it is usually diagnosed. In the study herein, texture analysis was applied to computed optical coherence tomography ocular fundus images to identify differences between a group of the transgenic mouse model of the Alzheimer’s disease (3×Tg-AD) and a group of wild-type mice, at the ages of one and two-months-old. A substantial difference between groups was found at both time-points across all neuroretina’s layers. Here, the inner nuclear layer stands out both in the level of statistically significant differences and on the extension of these differences which span through the imaged area. Also, the progression of AD is suggested to be spotted by texture analysis as demonstrated by the significant difference found in the inner plexiform and the outer nuclear layers from the age of one to the age of two-months-old. These findings demonstrate the potential of the use of the retina and texture analysis to the diagnosis of AD and monitor AD progression. Besides, the differences between groups found in this study suggest that the 3×Tg-AD model may be inappropriate to study early changes associated with the AD and other animal models should be tested following the same path and rationale. Moreover, these results also suggest that the human genes present in these transgenic mice may have an impact on the neurodevelopment of offspring which would justify the significant changes found at the age of one-month-old. |
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Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s diseaseOptical coherence tomographyRetinaBiomarkersTexture analysisAlzheimer’s diseaseMouse model3×Tg-ADEarly diagnosisAlzheimer’s disease (AD) is a progressive neurodegenerative disorder whose diagnosis remains a notable challenge. The literature suggests that cerebral changes precede AD symptoms by over two decades, implying a significantly advanced stage of AD by the time it is usually diagnosed. In the study herein, texture analysis was applied to computed optical coherence tomography ocular fundus images to identify differences between a group of the transgenic mouse model of the Alzheimer’s disease (3×Tg-AD) and a group of wild-type mice, at the ages of one and two-months-old. A substantial difference between groups was found at both time-points across all neuroretina’s layers. Here, the inner nuclear layer stands out both in the level of statistically significant differences and on the extension of these differences which span through the imaged area. Also, the progression of AD is suggested to be spotted by texture analysis as demonstrated by the significant difference found in the inner plexiform and the outer nuclear layers from the age of one to the age of two-months-old. These findings demonstrate the potential of the use of the retina and texture analysis to the diagnosis of AD and monitor AD progression. Besides, the differences between groups found in this study suggest that the 3×Tg-AD model may be inappropriate to study early changes associated with the AD and other animal models should be tested following the same path and rationale. Moreover, these results also suggest that the human genes present in these transgenic mice may have an impact on the neurodevelopment of offspring which would justify the significant changes found at the age of one-month-old.This study was funded by The Portuguese Foundation for Science and Technology (FCT) throught PTDC/EMD-EMD/28039/2017, PEst-UID/NEU/04539/2019, UID/Multi/04621/2013 and UID/04950/2017, and by FEDER-COMPETE through POCI-01-0145-FEDER-028039 and POCI-01-0145-FEDER-007440.This study was funded by The Portuguese Foundation for Science and Technology (FCT) throught PTDC/EMD-EMD/28039/2017, PEst-UID/NEU/04539/2019, UID/Multi/04621/2013 and UID/04950/2017, and by FEDER-COMPETE through POCI-01-0145-FEDER-028039 and POCI-01-0145-FEDER-007440.Repositório AbertoFerreira, HugoMartins, JoãoNunes, AnaMoreira, Paula I.Castelo-Branco, MiguelAmbrósio, António F.Serranho, PedroBernardes, Rui2021-12-31T01:30:20Z20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.2/10530eng2190-718810.1007/s12553-020-00413-winfo: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:RCAAP2023-12-03T01:47:07Zoai:repositorioaberto.uab.pt:10400.2/10530Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:50:01.140861Repositório 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 |
Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease |
title |
Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease |
spellingShingle |
Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease Ferreira, Hugo Optical coherence tomography Retina Biomarkers Texture analysis Alzheimer’s disease Mouse model 3×Tg-AD Early diagnosis |
title_short |
Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease |
title_full |
Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease |
title_fullStr |
Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease |
title_full_unstemmed |
Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease |
title_sort |
Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease |
author |
Ferreira, Hugo |
author_facet |
Ferreira, Hugo Martins, João Nunes, Ana Moreira, Paula I. Castelo-Branco, Miguel Ambrósio, António F. Serranho, Pedro Bernardes, Rui |
author_role |
author |
author2 |
Martins, João Nunes, Ana Moreira, Paula I. Castelo-Branco, Miguel Ambrósio, António F. Serranho, Pedro Bernardes, Rui |
author2_role |
author author author author author author author |
dc.contributor.none.fl_str_mv |
Repositório Aberto |
dc.contributor.author.fl_str_mv |
Ferreira, Hugo Martins, João Nunes, Ana Moreira, Paula I. Castelo-Branco, Miguel Ambrósio, António F. Serranho, Pedro Bernardes, Rui |
dc.subject.por.fl_str_mv |
Optical coherence tomography Retina Biomarkers Texture analysis Alzheimer’s disease Mouse model 3×Tg-AD Early diagnosis |
topic |
Optical coherence tomography Retina Biomarkers Texture analysis Alzheimer’s disease Mouse model 3×Tg-AD Early diagnosis |
description |
Alzheimer’s disease (AD) is a progressive neurodegenerative disorder whose diagnosis remains a notable challenge. The literature suggests that cerebral changes precede AD symptoms by over two decades, implying a significantly advanced stage of AD by the time it is usually diagnosed. In the study herein, texture analysis was applied to computed optical coherence tomography ocular fundus images to identify differences between a group of the transgenic mouse model of the Alzheimer’s disease (3×Tg-AD) and a group of wild-type mice, at the ages of one and two-months-old. A substantial difference between groups was found at both time-points across all neuroretina’s layers. Here, the inner nuclear layer stands out both in the level of statistically significant differences and on the extension of these differences which span through the imaged area. Also, the progression of AD is suggested to be spotted by texture analysis as demonstrated by the significant difference found in the inner plexiform and the outer nuclear layers from the age of one to the age of two-months-old. These findings demonstrate the potential of the use of the retina and texture analysis to the diagnosis of AD and monitor AD progression. Besides, the differences between groups found in this study suggest that the 3×Tg-AD model may be inappropriate to study early changes associated with the AD and other animal models should be tested following the same path and rationale. Moreover, these results also suggest that the human genes present in these transgenic mice may have an impact on the neurodevelopment of offspring which would justify the significant changes found at the age of one-month-old. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020 2020-01-01T00:00:00Z 2021-12-31T01:30:20Z |
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/10400.2/10530 |
url |
http://hdl.handle.net/10400.2/10530 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
2190-7188 10.1007/s12553-020-00413-w |
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 |
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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 |
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1817552207698984960 |