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Structural OCT Parameters Associated with Treatment Response and Macular Neovascularization Onset in Central Serous Chorioretinopathy
INTRODUCTION: This study aimed to assess quantitative factors associated with treatment response and macular neovascularization (MNV) onset in central serous chorioretinopathy (CSC) through an artificial intelligence-based approach. METHODS: The study was designed as an interventional, prospective c...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Healthcare
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079563/ https://www.ncbi.nlm.nih.gov/pubmed/33606200 http://dx.doi.org/10.1007/s40123-021-00336-3 |
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author | Arrigo, Alessandro Calamuneri, Alessandro Aragona, Emanuela Bordato, Alessandro Grazioli Moretti, Alessio Amato, Alessia Bandello, Francesco Battaglia Parodi, Maurizio |
author_facet | Arrigo, Alessandro Calamuneri, Alessandro Aragona, Emanuela Bordato, Alessandro Grazioli Moretti, Alessio Amato, Alessia Bandello, Francesco Battaglia Parodi, Maurizio |
author_sort | Arrigo, Alessandro |
collection | PubMed |
description | INTRODUCTION: This study aimed to assess quantitative factors associated with treatment response and macular neovascularization (MNV) onset in central serous chorioretinopathy (CSC) through an artificial intelligence-based approach. METHODS: The study was designed as an interventional, prospective case series with a planned follow-up of 36 months. We included only eyes demonstrating the first episode of CSC. All the patients underwent eplerenone or photodynamic therapy (PDT) treatment. Eyes developing MNV underwent anti-VEGF injections. We developed an artificial intelligence-based model to assess predictive quantitative structural optical coherence tomography (OCT) factors related to treatment response and onset of MNV. Main outcome measures were best-correct visual acuity (BCVA), central macular thickness (CMT), retinal thickness (RT), retinal pigment epithelium (RPE) thickness, choroidal thickness, Sattler’s layer thickness (SLT), Haller’s layer thickness, retinal and choroidal hyperreflective foci (HF), and MNV. RESULTS: We included 96 naïve CSC eyes (96 patients). Baseline BCVA was 0.18 ± 0.25 logMAR, which increased to 0.16 ± 0.27 logMAR after 3 years (p > 0.05). Baseline CMT was 337 ± 126 µm, which improved to 229 ± 40 µm after 3 years (p < 0.01). We observed good response to eplerenone in 40/78 (51%) eyes, whereas 38/78 (49%) eyes underwent PDT. The artificial intelligence model showed choroidal HF and age as determining factors of good response to eplerenone or PDT. RPE thickness < 36 µm, RT < 300 µm, and SLT < 50 µm increased probability of 50% of having MNV. CONCLUSIONS: CSC response to eplerenone or PDT is influenced by choroidal HF and patient age. RPE and SLT represent relevant factors for onset of MNV. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40123-021-00336-3. |
format | Online Article Text |
id | pubmed-8079563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-80795632021-05-05 Structural OCT Parameters Associated with Treatment Response and Macular Neovascularization Onset in Central Serous Chorioretinopathy Arrigo, Alessandro Calamuneri, Alessandro Aragona, Emanuela Bordato, Alessandro Grazioli Moretti, Alessio Amato, Alessia Bandello, Francesco Battaglia Parodi, Maurizio Ophthalmol Ther Original Research INTRODUCTION: This study aimed to assess quantitative factors associated with treatment response and macular neovascularization (MNV) onset in central serous chorioretinopathy (CSC) through an artificial intelligence-based approach. METHODS: The study was designed as an interventional, prospective case series with a planned follow-up of 36 months. We included only eyes demonstrating the first episode of CSC. All the patients underwent eplerenone or photodynamic therapy (PDT) treatment. Eyes developing MNV underwent anti-VEGF injections. We developed an artificial intelligence-based model to assess predictive quantitative structural optical coherence tomography (OCT) factors related to treatment response and onset of MNV. Main outcome measures were best-correct visual acuity (BCVA), central macular thickness (CMT), retinal thickness (RT), retinal pigment epithelium (RPE) thickness, choroidal thickness, Sattler’s layer thickness (SLT), Haller’s layer thickness, retinal and choroidal hyperreflective foci (HF), and MNV. RESULTS: We included 96 naïve CSC eyes (96 patients). Baseline BCVA was 0.18 ± 0.25 logMAR, which increased to 0.16 ± 0.27 logMAR after 3 years (p > 0.05). Baseline CMT was 337 ± 126 µm, which improved to 229 ± 40 µm after 3 years (p < 0.01). We observed good response to eplerenone in 40/78 (51%) eyes, whereas 38/78 (49%) eyes underwent PDT. The artificial intelligence model showed choroidal HF and age as determining factors of good response to eplerenone or PDT. RPE thickness < 36 µm, RT < 300 µm, and SLT < 50 µm increased probability of 50% of having MNV. CONCLUSIONS: CSC response to eplerenone or PDT is influenced by choroidal HF and patient age. RPE and SLT represent relevant factors for onset of MNV. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40123-021-00336-3. Springer Healthcare 2021-02-19 2021-06 /pmc/articles/PMC8079563/ /pubmed/33606200 http://dx.doi.org/10.1007/s40123-021-00336-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Arrigo, Alessandro Calamuneri, Alessandro Aragona, Emanuela Bordato, Alessandro Grazioli Moretti, Alessio Amato, Alessia Bandello, Francesco Battaglia Parodi, Maurizio Structural OCT Parameters Associated with Treatment Response and Macular Neovascularization Onset in Central Serous Chorioretinopathy |
title | Structural OCT Parameters Associated with Treatment Response and Macular Neovascularization Onset in Central Serous Chorioretinopathy |
title_full | Structural OCT Parameters Associated with Treatment Response and Macular Neovascularization Onset in Central Serous Chorioretinopathy |
title_fullStr | Structural OCT Parameters Associated with Treatment Response and Macular Neovascularization Onset in Central Serous Chorioretinopathy |
title_full_unstemmed | Structural OCT Parameters Associated with Treatment Response and Macular Neovascularization Onset in Central Serous Chorioretinopathy |
title_short | Structural OCT Parameters Associated with Treatment Response and Macular Neovascularization Onset in Central Serous Chorioretinopathy |
title_sort | structural oct parameters associated with treatment response and macular neovascularization onset in central serous chorioretinopathy |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079563/ https://www.ncbi.nlm.nih.gov/pubmed/33606200 http://dx.doi.org/10.1007/s40123-021-00336-3 |
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