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Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy
PURPOSE: We test if differential artery–vein analysis can increase the performance of optical coherence tomography angiography (OCTA) detection and classification of sickle cell retinopathy (SCR). METHOD: This observational case series was conducted in a tertiary-retina practice. Color fundus and OC...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6438106/ https://www.ncbi.nlm.nih.gov/pubmed/30941261 http://dx.doi.org/10.1167/tvst.8.2.3 |
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author | Alam, Minhaj Lim, Jennifer I. Toslak, Devrim Yao, Xincheng |
author_facet | Alam, Minhaj Lim, Jennifer I. Toslak, Devrim Yao, Xincheng |
author_sort | Alam, Minhaj |
collection | PubMed |
description | PURPOSE: We test if differential artery–vein analysis can increase the performance of optical coherence tomography angiography (OCTA) detection and classification of sickle cell retinopathy (SCR). METHOD: This observational case series was conducted in a tertiary-retina practice. Color fundus and OCTA images were collected from 20 control and 48 SCR subjects. Fundus data were collected from fundus imaging devices, and SD-OCT and corresponding OCTA data were acquired using a spectral-domain OCT (SD-OCT) angiography system. For each patient, color fundus image-guided artery–vein classification was conducted in the OCTA image. Traditional mean blood vessel tortuosity (m-BVT) and mean blood vessel caliber (m-BVC) in OCTA images were quantified for control and SCR groups. Artery BVC (a-BVC), vein BVC (v-BVC), artery BVT (a-BVT), and vein BVT (v-BVT) were calculated; and then the artery–vein ratio of BVC (AVR–BVC) and artery–vein ratio of BVT (AVR–BVT) were quantified for comparative analysis. RESULTS: We evaluated 40 control and 85 SCR images in this study. The color fundus image-guided artery–vein classification had 97.02% accuracy for differentiating arteries and veins in OCTA. Differential artery–vein analysis provided significant improvement (P < 0.05) in detecting and classifying SCR stages compared to traditional mean blood vessel analysis. AVR–BVT and AVR–BVC showed significant (P < 0.001) correlation with SCR severity. CONCLUSIONS: Differential artery–vein analysis can significantly improve the performance of OCTA detection and classification of SCR. AVR–BVT is the most sensitive feature that can classify control and mild SCR. TRANSLATIONAL RELEVANCE: SCR and other retinovascular diseases result in changes to the caliber and tortuosity appearance of arteries and veins separately. Differential artery–vein analysis can improve the performance of SCR detection and stage classification. |
format | Online Article Text |
id | pubmed-6438106 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-64381062019-04-02 Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy Alam, Minhaj Lim, Jennifer I. Toslak, Devrim Yao, Xincheng Transl Vis Sci Technol Articles PURPOSE: We test if differential artery–vein analysis can increase the performance of optical coherence tomography angiography (OCTA) detection and classification of sickle cell retinopathy (SCR). METHOD: This observational case series was conducted in a tertiary-retina practice. Color fundus and OCTA images were collected from 20 control and 48 SCR subjects. Fundus data were collected from fundus imaging devices, and SD-OCT and corresponding OCTA data were acquired using a spectral-domain OCT (SD-OCT) angiography system. For each patient, color fundus image-guided artery–vein classification was conducted in the OCTA image. Traditional mean blood vessel tortuosity (m-BVT) and mean blood vessel caliber (m-BVC) in OCTA images were quantified for control and SCR groups. Artery BVC (a-BVC), vein BVC (v-BVC), artery BVT (a-BVT), and vein BVT (v-BVT) were calculated; and then the artery–vein ratio of BVC (AVR–BVC) and artery–vein ratio of BVT (AVR–BVT) were quantified for comparative analysis. RESULTS: We evaluated 40 control and 85 SCR images in this study. The color fundus image-guided artery–vein classification had 97.02% accuracy for differentiating arteries and veins in OCTA. Differential artery–vein analysis provided significant improvement (P < 0.05) in detecting and classifying SCR stages compared to traditional mean blood vessel analysis. AVR–BVT and AVR–BVC showed significant (P < 0.001) correlation with SCR severity. CONCLUSIONS: Differential artery–vein analysis can significantly improve the performance of OCTA detection and classification of SCR. AVR–BVT is the most sensitive feature that can classify control and mild SCR. TRANSLATIONAL RELEVANCE: SCR and other retinovascular diseases result in changes to the caliber and tortuosity appearance of arteries and veins separately. Differential artery–vein analysis can improve the performance of SCR detection and stage classification. The Association for Research in Vision and Ophthalmology 2019-03-26 /pmc/articles/PMC6438106/ /pubmed/30941261 http://dx.doi.org/10.1167/tvst.8.2.3 Text en Copyright 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Articles Alam, Minhaj Lim, Jennifer I. Toslak, Devrim Yao, Xincheng Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy |
title | Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy |
title_full | Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy |
title_fullStr | Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy |
title_full_unstemmed | Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy |
title_short | Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy |
title_sort | differential artery–vein analysis improves the performance of octa staging of sickle cell retinopathy |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6438106/ https://www.ncbi.nlm.nih.gov/pubmed/30941261 http://dx.doi.org/10.1167/tvst.8.2.3 |
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