Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission

Detalhes bibliográficos
Autor(a) principal: Coscas, Florence
Data de Publicação: 2018
Outros Autores: Cabral, Diogo, Pereira, Telmo, Geraldes, Carlos, Narotamo, Hemaxi, Miere, Alexandra, Lupidi, Marco, Sellam, Alexandre, Papoila, Ana, Coscas, Gabriel, Souied, Eric
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.1371/journal.pone.0205513
Resumo: Purpose To characterize quantitative optical coherence tomography angiography (OCT-A) parameters in active neovascular age-related macular degeneration (nAMD) patients under treatment and remission nAMD patients. Design Retrospective, cross-sectional study. Participants One hundred and four patients of whom 72 were in Group 1 (active nAMD) and 32 in Group 2 (remission nAMD) based on SD-OCT (Spectral Domain OCT) qualitative morphology. Methods This study was conducted at the Centre Ophtalmologique de l'Odeon between June 2016 and December 2017. Eyes were analyzed using SD-OCT and high-speed (100 000 Ascans/ second) 1050-nm wavelength swept-source OCT-A. Speckle noise removal and choroidal neovascularization (CNV) blood flow delineation were automatically performed. Quantitative parameters analyzed included blood flow area (Area), vessel density, fractal dimension (FD) and lacunarity. OCT-A image algorithms and graphical user interfaces were built as a unified tool in Matlab coding language. Generalized Additive Models were used to study the association between OCT-A parameters and nAMD remission on structural OCT. The models' performance was assessed by the Akaike Information Criterion (AIC), Brier Score and by the area under the receiver operating characteristic curve (AUC). A p value of ≤ 0.05 was considered as statistically significant. Results Area, vessel density and FD were different (p<0.001) in the two groups. Regarding the association with CNV activity, Area alone had the highest AUC (AUC = 0.85; 95%CI: 0.77-0.93) followed by FD (AUC = 0.80; 95%CI: 0.71-0.88). Again, Area obtained the best values followed by FD in the AIC and Brier Score evaluations. The multivariate model that included both these variables attained the best performance considering all assessment criteria. Conclusions Blood flow characteristics on OCT-A may be associated with exudative signs on structural OCT. In the future, analyses of OCT-A quantitative parameters could potentially help evaluate CNV activity status and to develop personalized treatment and follow-up cycles.
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spelling Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remissionBiochemistry, Genetics and Molecular Biology(all)Agricultural and Biological Sciences(all)Purpose To characterize quantitative optical coherence tomography angiography (OCT-A) parameters in active neovascular age-related macular degeneration (nAMD) patients under treatment and remission nAMD patients. Design Retrospective, cross-sectional study. Participants One hundred and four patients of whom 72 were in Group 1 (active nAMD) and 32 in Group 2 (remission nAMD) based on SD-OCT (Spectral Domain OCT) qualitative morphology. Methods This study was conducted at the Centre Ophtalmologique de l'Odeon between June 2016 and December 2017. Eyes were analyzed using SD-OCT and high-speed (100 000 Ascans/ second) 1050-nm wavelength swept-source OCT-A. Speckle noise removal and choroidal neovascularization (CNV) blood flow delineation were automatically performed. Quantitative parameters analyzed included blood flow area (Area), vessel density, fractal dimension (FD) and lacunarity. OCT-A image algorithms and graphical user interfaces were built as a unified tool in Matlab coding language. Generalized Additive Models were used to study the association between OCT-A parameters and nAMD remission on structural OCT. The models' performance was assessed by the Akaike Information Criterion (AIC), Brier Score and by the area under the receiver operating characteristic curve (AUC). A p value of ≤ 0.05 was considered as statistically significant. Results Area, vessel density and FD were different (p<0.001) in the two groups. Regarding the association with CNV activity, Area alone had the highest AUC (AUC = 0.85; 95%CI: 0.77-0.93) followed by FD (AUC = 0.80; 95%CI: 0.71-0.88). Again, Area obtained the best values followed by FD in the AIC and Brier Score evaluations. The multivariate model that included both these variables attained the best performance considering all assessment criteria. Conclusions Blood flow characteristics on OCT-A may be associated with exudative signs on structural OCT. In the future, analyses of OCT-A quantitative parameters could potentially help evaluate CNV activity status and to develop personalized treatment and follow-up cycles.NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM)Centro de Estudos de Doenças Crónicas (CEDOC)RUNCoscas, FlorenceCabral, DiogoPereira, TelmoGeraldes, CarlosNarotamo, HemaxiMiere, AlexandraLupidi, MarcoSellam, AlexandrePapoila, AnaCoscas, GabrielSouied, Eric2018-10-25T22:13:59Z2018-10-092018-10-09T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.1371/journal.pone.0205513eng1932-6203PURE: 6097699http://www.scopus.com/inward/record.url?scp=85054711091&partnerID=8YFLogxKhttps://doi.org/10.1371/journal.pone.0205513info: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:RCAAP2024-03-11T04:25:21Zoai:run.unl.pt:10362/49907Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:32:17.195771Repositório 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 Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission
title Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission
spellingShingle Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission
Coscas, Florence
Biochemistry, Genetics and Molecular Biology(all)
Agricultural and Biological Sciences(all)
title_short Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission
title_full Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission
title_fullStr Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission
title_full_unstemmed Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission
title_sort Quantitative optical coherence tomography angiography biomarkers for neovascular agerelated macular degeneration in remission
author Coscas, Florence
author_facet Coscas, Florence
Cabral, Diogo
Pereira, Telmo
Geraldes, Carlos
Narotamo, Hemaxi
Miere, Alexandra
Lupidi, Marco
Sellam, Alexandre
Papoila, Ana
Coscas, Gabriel
Souied, Eric
author_role author
author2 Cabral, Diogo
Pereira, Telmo
Geraldes, Carlos
Narotamo, Hemaxi
Miere, Alexandra
Lupidi, Marco
Sellam, Alexandre
Papoila, Ana
Coscas, Gabriel
Souied, Eric
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM)
Centro de Estudos de Doenças Crónicas (CEDOC)
RUN
dc.contributor.author.fl_str_mv Coscas, Florence
Cabral, Diogo
Pereira, Telmo
Geraldes, Carlos
Narotamo, Hemaxi
Miere, Alexandra
Lupidi, Marco
Sellam, Alexandre
Papoila, Ana
Coscas, Gabriel
Souied, Eric
dc.subject.por.fl_str_mv Biochemistry, Genetics and Molecular Biology(all)
Agricultural and Biological Sciences(all)
topic Biochemistry, Genetics and Molecular Biology(all)
Agricultural and Biological Sciences(all)
description Purpose To characterize quantitative optical coherence tomography angiography (OCT-A) parameters in active neovascular age-related macular degeneration (nAMD) patients under treatment and remission nAMD patients. Design Retrospective, cross-sectional study. Participants One hundred and four patients of whom 72 were in Group 1 (active nAMD) and 32 in Group 2 (remission nAMD) based on SD-OCT (Spectral Domain OCT) qualitative morphology. Methods This study was conducted at the Centre Ophtalmologique de l'Odeon between June 2016 and December 2017. Eyes were analyzed using SD-OCT and high-speed (100 000 Ascans/ second) 1050-nm wavelength swept-source OCT-A. Speckle noise removal and choroidal neovascularization (CNV) blood flow delineation were automatically performed. Quantitative parameters analyzed included blood flow area (Area), vessel density, fractal dimension (FD) and lacunarity. OCT-A image algorithms and graphical user interfaces were built as a unified tool in Matlab coding language. Generalized Additive Models were used to study the association between OCT-A parameters and nAMD remission on structural OCT. The models' performance was assessed by the Akaike Information Criterion (AIC), Brier Score and by the area under the receiver operating characteristic curve (AUC). A p value of ≤ 0.05 was considered as statistically significant. Results Area, vessel density and FD were different (p<0.001) in the two groups. Regarding the association with CNV activity, Area alone had the highest AUC (AUC = 0.85; 95%CI: 0.77-0.93) followed by FD (AUC = 0.80; 95%CI: 0.71-0.88). Again, Area obtained the best values followed by FD in the AIC and Brier Score evaluations. The multivariate model that included both these variables attained the best performance considering all assessment criteria. Conclusions Blood flow characteristics on OCT-A may be associated with exudative signs on structural OCT. In the future, analyses of OCT-A quantitative parameters could potentially help evaluate CNV activity status and to develop personalized treatment and follow-up cycles.
publishDate 2018
dc.date.none.fl_str_mv 2018-10-25T22:13:59Z
2018-10-09
2018-10-09T00:00:00Z
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/10.1371/journal.pone.0205513
url https://doi.org/10.1371/journal.pone.0205513
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1932-6203
PURE: 6097699
http://www.scopus.com/inward/record.url?scp=85054711091&partnerID=8YFLogxK
https://doi.org/10.1371/journal.pone.0205513
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