Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease

Detalhes bibliográficos
Autor(a) principal: Ferreira, Hugo
Data de Publicação: 2020
Outros Autores: Martins, João, Nunes, Ana, Moreira, Paula I., Castelo-Branco, Miguel, Ambrósio, António F., Serranho, Pedro, Bernardes, Rui
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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spelling 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
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dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv 2190-7188
10.1007/s12553-020-00413-w
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dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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