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Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission

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 patie...

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Autores principales: Coscas, Florence, Cabral, Diogo, Pereira, Telmo, Geraldes, Carlos, Narotamo, Hemaxi, Miere, Alexandra, Lupidi, Marco, Sellam, Alexandre, Papoila, Ana, Coscas, Gabriel, Souied, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6177171/
https://www.ncbi.nlm.nih.gov/pubmed/30300393
http://dx.doi.org/10.1371/journal.pone.0205513
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author Coscas, Florence
Cabral, Diogo
Pereira, Telmo
Geraldes, Carlos
Narotamo, Hemaxi
Miere, Alexandra
Lupidi, Marco
Sellam, Alexandre
Papoila, Ana
Coscas, Gabriel
Souied, Eric
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_sort Coscas, Florence
collection PubMed
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 A-scans/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 pubmed-61771712018-10-19 Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission Coscas, Florence Cabral, Diogo Pereira, Telmo Geraldes, Carlos Narotamo, Hemaxi Miere, Alexandra Lupidi, Marco Sellam, Alexandre Papoila, Ana Coscas, Gabriel Souied, Eric PLoS One Research Article 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 A-scans/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. Public Library of Science 2018-10-09 /pmc/articles/PMC6177171/ /pubmed/30300393 http://dx.doi.org/10.1371/journal.pone.0205513 Text en © 2018 Coscas et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Coscas, Florence
Cabral, Diogo
Pereira, Telmo
Geraldes, Carlos
Narotamo, Hemaxi
Miere, Alexandra
Lupidi, Marco
Sellam, Alexandre
Papoila, Ana
Coscas, Gabriel
Souied, Eric
Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission
title Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission
title_full Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission
title_fullStr Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission
title_full_unstemmed Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission
title_short Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission
title_sort quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6177171/
https://www.ncbi.nlm.nih.gov/pubmed/30300393
http://dx.doi.org/10.1371/journal.pone.0205513
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