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Schranz M, Bogunovic H, Deak G, Sadeghipour A, Reiter GS, Schmidt-Erfurth U. Linking disease activity with optical coherence tomography angiography in neovascular age related macular degeneration using artificial intelligence. Sci Rep 2024; 14:19278. [PMID: 39164449 PMCID: PMC11336074 DOI: 10.1038/s41598-024-70234-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 08/14/2024] [Indexed: 08/22/2024] Open
Abstract
To investigate quantitative associations between AI-assessed disease activity and optical coherence tomography angiography (OCTA)-derived parameters in patients with neovascular age-related macular degeneration (nAMD) undergoing anti-VEGF therapy. OCTA and SD-OCT images obtained from multicenter, randomized study data were evaluated. A deep learning algorithm (RetInSight) was used to detect and quantify macular fluid on SD-OCT. Mixed effects models were applied to evaluate correlations between fluid volumes, macular neovascularization (MNV)-type and OCTA-derived MNV parameters; lesion size (LS) and vessel area (NVA). 230 patients were included. A significant positive correlation was observed between SRF and NVA (estimate = 199.8 nl/mm2, p = 0.023), while a non-significant but negative correlation was found between SRF and LS (estimate = - 71.3 nl/mm2, p = 0.126). The presence of Type I and Type II MNV was associated with significantly less intraretinal fluid (IRF) compared to Type III MNV (estimate type I:- 52.1 nl, p = 0.019; estimate type II:- 51.7 nl, p = 0.021). A significant correlation was observed between pigment epithelial detachment (PED) and the interaction between NVA and LS (estimate:28.97 nl/mm2; p = 0.012). Residual IRF at week 12 significantly correlated to baseline NVA (estimate:38.1 nl/mm2; p = 0.015) and LS (estimate:- 22.6 nl/mm2; p = 0.012). Fluid in different compartments demonstrated disparate associations with MNV OCTA features. While IRF at baseline was most pronounced in type III MNV, residual IRF was driven by neovascular MNV characteristics. Greater NVA in proportion to LS was associated with higher amounts of SRF and PED. The correlation between these parameters may represent MNV maturation and can be used as a biomarker for resolution of disease activity. AI-based OCT analysis allows for a deeper understanding of neovascular disease in AMD and the potential to adjust therapeutic strategies to optimize outcomes through precision medicine.
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Affiliation(s)
- Markus Schranz
- Department of Ophthalmology and Optometry, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Hrvoje Bogunovic
- Laboratory for Ophthalmic Image Analysis (OPTIMA), Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Gabor Deak
- Department of Ophthalmology and Optometry, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
- Department of Ophthalmology and Optometry, Vienna Reading Center (VRC), Medical University of Vienna, Vienna, Austria
| | | | - Gregor Sebastian Reiter
- Department of Ophthalmology and Optometry, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
- Laboratory for Ophthalmic Image Analysis (OPTIMA), Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Ursula Schmidt-Erfurth
- Department of Ophthalmology and Optometry, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
- Laboratory for Ophthalmic Image Analysis (OPTIMA), Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.
- Department of Ophthalmology and Optometry, Vienna Reading Center (VRC), Medical University of Vienna, Vienna, Austria.
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Vagiakis I, Bakirtzis C, Andravizou A, Pirounides D. Unlocking the Potential of Vessel Density and the Foveal Avascular Zone in Optical Coherence Tomography Angiography as Biomarkers in Alzheimer's Disease. Healthcare (Basel) 2024; 12:1589. [PMID: 39201148 PMCID: PMC11353459 DOI: 10.3390/healthcare12161589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 08/06/2024] [Accepted: 08/07/2024] [Indexed: 09/02/2024] Open
Abstract
Alzheimer's disease is the most prevalent form of dementia. Apart from its traditional clinical diagnostic methods, novel ocular imaging biomarkers have the potential to significantly enhance the diagnosis of Alzheimer's disease. Ophthalmologists might be able to play a crucial role in this multidisciplinary approach, aiding in the early detection and diagnosis of Alzheimer's disease through the use of advanced retinal imaging techniques. This systematic literature review the utilization of optical coherence tomography angiography biomarkers, specifically vessel density and the foveal avascular zone, for the diagnosis of Alzheimer's disease. A comprehensive search was performed across multiple academic journal databases, including 11 relevant studies. The selected studies underwent thorough analysis to assess the potential of these optical coherence tomography angiography biomarkers as diagnostic tools for Alzheimer's disease. The assessment of vessel density and the foveal avascular zone have emerged as a promising avenue for identifying and diagnosing Alzheimer's disease. However, it is imperative to acknowledge that further targeted investigations are warranted to address the inherent limitations of the existing body of literature. These limitations encompass various factors such as modest sample sizes, heterogeneity among study populations, disparities in optical coherence tomography angiography imaging protocols, and inconsistencies in the reported findings. In order to establish the clinical utility and robustness of these biomarkers in Alzheimer's disease diagnosis, future research endeavors should strive to overcome these limitations by implementing larger-scale studies characterized by standardized protocols and comprehensive assessments.
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Affiliation(s)
- Iordanis Vagiakis
- Department of Ophthalmology, AHEPA University Hospital, 54626 Thessaloniki, Greece;
| | - Christos Bakirtzis
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece;
| | - Athina Andravizou
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece;
| | - Demetrios Pirounides
- Department of Ophthalmology, AHEPA University Hospital, 54626 Thessaloniki, Greece;
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Tanaka F, Mino T, Moriguchi Y, Nagahama H, Tamura M, Oshima Y, Akiba M, Enaida H. Developing quantitative analysis program of blood flow velocity according to vessel diameter for neovascular age-related macular degeneration using OCTA-VISTA. Sci Rep 2024; 14:16352. [PMID: 39013988 PMCID: PMC11252384 DOI: 10.1038/s41598-024-67271-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 07/09/2024] [Indexed: 07/18/2024] Open
Abstract
This study aimed to develop a quantitative analysis program of blood flow velocity by vessel diameter in neovascular age-related macular degeneration (nAMD) subjects using high-speed swept-source optical coherence tomography angiography. This retrospective, observational, cross-sectional study included 10 eyes of healthy volunteers and 4 eyes of patients with representative nAMD. Novel scan patterns and variable interscan time analysis were utilized to measure the flow parameter, a surrogate marker of blood flow velocity, by vessel diameter within different depths. Detected vessels at superficial and deep as well as outer retinal regions were categorized into three vessel diameters (major vessels (> 40 μm), medium vessels (20-40 μm), and capillaries (< 20 μm)). The flow parameter increased with enlarged vessel diameter in all participants at superficial and deep layer. All nAMD subjects, except for type 3 macular neovascularization (MNV), contained a structure dominated by medium vessels at outer retinal region. The mean flow parameter at outer retinal region was type 1 MNV (1.46 ms-1), type 1 + 2 MNV (0.98 ms-1), and polypoidal choroidal vasculopathy, including branching vascular networks (1.46 ms-1). This program provides the possibility to extract the blood flow information at different depths by vessel diameter types, which is considered to be useful tool for evaluating nAMD pathology and activity.
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Affiliation(s)
- Fumi Tanaka
- Department of Ophthalmology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Toshihiro Mino
- Research & Development Division, Topcon Corporation, 75-1 Hasunuma-Cho, Itabashi-Ku, Tokyo, 174-8580, Japan
| | - Yoshikiyo Moriguchi
- Research & Development Division, Topcon Corporation, 75-1 Hasunuma-Cho, Itabashi-Ku, Tokyo, 174-8580, Japan
| | - Hidenori Nagahama
- Department of Ophthalmology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Masato Tamura
- Research & Development Division, Topcon Corporation, 75-1 Hasunuma-Cho, Itabashi-Ku, Tokyo, 174-8580, Japan
| | - Yuji Oshima
- Department of Ophthalmology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
- Section of Ophthalmology, Department of Medicine, Fukuoka Dental College, 2-15-1 Tamura, Sawara-Ku, Fukuoka, 814-0193, Japan
| | - Masahiro Akiba
- Research & Development Division, Topcon Corporation, 75-1 Hasunuma-Cho, Itabashi-Ku, Tokyo, 174-8580, Japan
| | - Hiroshi Enaida
- Department of Ophthalmology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan.
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Niestrata M, Deeks JJ, Takwoingi Y, Sivaprasad S, Patel PJ, Keane PA, Kernohan A, Vale L, Denniston AK, Gale R, Khan AR, McKinnon W, Agarwal R, de Salvo G, Minos E, Barbeiro P, Chakravarthy U, Waheed NK, Madhusudhan S, Peto T, Balaskas K. Study protocol: optical coherence tomography angiography for the detection of neovascular age-related macular degeneration: a comprehensive multicentre diagnostic accuracy study in the UK-the ATHENA study. BMJ Open 2024; 14:e070857. [PMID: 38821570 PMCID: PMC11149127 DOI: 10.1136/bmjopen-2022-070857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 05/26/2023] [Indexed: 06/02/2024] Open
Abstract
INTRODUCTION The diagnosis of neovascular age-related macular degeneration (nAMD), the leading cause of visual impairment in the developed world, relies on the interpretation of various imaging tests of the retina. These include invasive angiographic methods, such as Fundus Fluorescein Angiography (FFA) and, on occasion, Indocyanine-Green Angiography (ICGA). Newer, non-invasive imaging modalities, predominately Optical Coherence Tomography (OCT) and Optical Coherence Tomography Angiography (OCTA), have drastically transformed the diagnostic approach to nAMD. The aim of this study is to undertake a comprehensive diagnostic accuracy assessment of the various imaging modalities used in clinical practice for the diagnosis of nAMD (OCT, OCTA, FFA and, when a variant of nAMD called Polypoidal Choroidal Vasculopathy is suspected, ICGA) both alone and in various combinations. METHODS AND ANALYSIS This is a non-inferiority, prospective, randomised diagnostic accuracy study of 1067 participants. Participants are patients with clinical features consistent with nAMD who present to a National Health Service secondary care ophthalmology unit in the UK. Patients will undergo OCT as per standard practice and those with suspicious features of nAMD on OCT will be approached for participation in the study. Patients who agree to take part will also undergo both OCTA and FFA (and ICGA if indicated). Interpretation of the imaging tests will be undertaken by clinicians at recruitment sites. A randomised design was selected to avoid bias from consecutive review of all imaging tests by the same clinician. The primary outcome of the study will be the difference in sensitivity and specificity between OCT+OCTA and OCT+FFA (±ICGA) for nAMD detection as interpreted by clinicians at recruitment sites. ETHICS AND DISSEMINATION The study has been approved by the South Central-Oxford B Research Ethics Committee with reference number 21/SC/0412.Dissemination of study results will involve peer-review publications, presentations at major national and international scientific conferences. TRIAL REGISTRATION NUMBER ISRCTN18313457.
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Affiliation(s)
- Magdalena Niestrata
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Jonathan J Deeks
- Public Health, Epidemiology and Biostatistics, University of Birmingham, Birmingham, UK
| | - Yemisi Takwoingi
- Public Health and Epidemiology, University of Birmingham, Birmingham, UK
| | - Sobha Sivaprasad
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Praveen J Patel
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Pearse A Keane
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | | | - Luke Vale
- Newcastle University, Newcastle upon Tyne, UK
| | | | - Richard Gale
- York Teaching Hospital NHS Foundation Trust, York, UK
| | | | | | - Ridhi Agarwal
- Test Evaluation Research Group, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | | | - Evangelos Minos
- Ophthalmology, North West Anglia NHS Foundation Trust, Peterborough, UK
| | | | | | | | | | - Tunde Peto
- Faculty of Medicine Health and Life Sciences, Queen's University Belfast, Belfast, UK
| | - Konstantinos Balaskas
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, UK
- Institute of Ophthalmology, UCL, London, UK
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Schranz M, Told R, Hacker V, Reiter GS, Reumueller A, Vogl WD, Bogunovic H, Sacu S, Schmidt-Erfurth U, Roberts PK. Correlation of vascular and fluid-related parameters in neovascular age-related macular degeneration using deep learning. Acta Ophthalmol 2023; 101:e95-e105. [PMID: 35912717 PMCID: PMC10087766 DOI: 10.1111/aos.15219] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/30/2022] [Accepted: 07/19/2022] [Indexed: 01/25/2023]
Abstract
PURPOSE To identify correlations between the vascular characteristics of macular neovascularization (MNV) obtained by optical coherence tomography angiography (OCTA) and distinct retinal fluid volumes in neovascular age-related macular degeneration (nAMD). METHODS In this prospective interventional study, 54 patients with treatment-naïve type 1 or 2 nAMD were included and treated with intravitreal aflibercept. At baseline and month 1, each patient underwent a SD-OCT volume scan and volumetric flow scan using a swept-source OCTA. A deep learning algorithm was used to automatically detect and quantify fluid in OCT scans. Angio Tool, a National Cancer Institute algorithm, was used to skeletonize MNV properties and quantify lesion size (LS), vessel area (VA), vessel density (VD), total number of endpoints (TNE), total number of junctions (TNJ), junction density (JD), total vessel length (TVL), average vessel length (AVL) and mean-e-lacunarity (MEL). Subsequently, linear regression models were used to investigate a correlation between OCTA parameters and fluid quantifications. RESULTS The median amount of fluid within the central 6-mm EDTRS ring was 173.7 nl at baseline, consisting of 156.6 nl of subretinal fluid (SRF) and 2.3 nl of intraretinal fluid (IRF). Fluid decreased significantly in all compartments to 1.76 nl (SRF) and 0.64 nl (IRF). The investigated MNV parameters did not change significantly after the first treatment. There was no significant correlation between MNV parameters and relative fluid decrease after anti-VEGF treatment. Baseline fluid correlated statistically significant but weakly with TNE (p = 0.002, R2 = 0.17), SRF with TVL (p = 0.04, R2 = 0.08), VD (p = 0.046, R2 = 0.08), TNE (p = 0.001, R2 = 0.20) and LS (p = 0.033, R2 = 0.09). IRF correlated with VA (p = 0.042, R2 = 0.08).The amount of IRF at month 1 correlated significantly but weakly with VD (p = 0.036, R2 = 0.08), JD (p = 0.019, R2 = 0.10) and MEL (p = 0.005, R2 = 0.14). CONCLUSION Macular neovascularization parameters at baseline and month 1 played only a minor role in the exudation process in nAMD. None of the MNV parameters were correlated with the treatment response.
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Affiliation(s)
- Markus Schranz
- Vienna Clinical Trial Center (VTC), Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.,Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Reinhard Told
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Valentin Hacker
- Vienna Clinical Trial Center (VTC), Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Gregor S Reiter
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.,OPTIMA, Christian Doppler Laboratory, Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Adrian Reumueller
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Wolf-Dieter Vogl
- OPTIMA, Christian Doppler Laboratory, Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Hrvoje Bogunovic
- OPTIMA, Christian Doppler Laboratory, Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Stefan Sacu
- Vienna Clinical Trial Center (VTC), Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.,Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Ursula Schmidt-Erfurth
- Vienna Clinical Trial Center (VTC), Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.,Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.,OPTIMA, Christian Doppler Laboratory, Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Philipp K Roberts
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
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Choi M, Kim SW, Yun C, Oh JH, Oh J. Predictive role of optical coherence tomography angiography for exudation recurrence in patients with type 1 neovascular age-related macular degeneration treated with pro-re-nata protocol. Eye (Lond) 2023; 37:34-41. [PMID: 34992249 PMCID: PMC9829809 DOI: 10.1038/s41433-021-01879-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 11/10/2021] [Accepted: 11/25/2021] [Indexed: 01/17/2023] Open
Abstract
OBJECTIVES We sought to identify the consecutive changes and predictive features for exudation recurrence in macular neovascularization (MNV) using optical coherence tomography angiography (OCTA) in type 1 neovascular age-related macular degeneration (NVAMD). METHODS A total of 291 OCTA images in consecutive visit of 45 patients newly diagnosed with type 1 NMV and treated with three loading intravitreal anti-vascular endothelial growth factor injections (IVIs) and a pro-re-nata (PRN) therapy regimen were analysed. Quantitative features of OCTA included the MNV area, MNV length, total number of endpoints (open-ended vessels) and junctions (internal branching) using AngioTool. Two subgroups were divided according to exudation recurrence time from the third IVI (group 1: ≤3 months vs. group 2: >3 months). RESULTS The area, length, number of total junctions, and endpoints decreased during three loading IVIs and increased at exudation recurrence (all p < 0.05). In a subgroup analysis of consecutive OCTA images, the number of total endpoints increased at two months prior to exudate recurrence in group 2 (the late recurrence group, p = 0.020). A higher total number of endpoints of MNV at baseline were found to be related with group 1 (early recurrence, p = 0.020 and 0.012 in univariate and multivariate regression analyses). CONCLUSIONS The MNV with higher open-ended vessels at the lesion periphery at baseline might be expected to show earlier recurrence of exudation after loading IVIs. By observing the number of open-ended vessels in consecutive OCTA images, exudation recurrence could be predicted.
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Affiliation(s)
- Mihyun Choi
- Department of Ophthalmology, Korea University Guro Hospital, 148, Gurodong-ro, Guro-gu, Seoul, 08308, Republic of Korea
| | - Seong-Woo Kim
- Department of Ophthalmology, Korea University Guro Hospital, 148, Gurodong-ro, Guro-gu, Seoul, 08308, Republic of Korea.
| | - Cheolmin Yun
- Department of Ophthalmology, Korea University Ansan Hospital, 123, Jeokgeum-ro, Danwon-gu, Ansan-si, Gyeonggi-do, Republic of Korea
| | - Jong-Hyun Oh
- Department of Ophthalmology, Dongguk University, Ilsan Hospital, 27, Dongguk-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Jaeryung Oh
- Department of Ophthalmology, Korea University Anam Hospital, 145, Anam-ro, Seongbuk-gu, Seoul, Republic of Korea
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OPTICAL COHERENCE TOMOGRAPHY AND OCT ANGIOGRAPHY CHARACTERISTICS OF INDOCYANINE GREEN ANGIOGRAPHIC PLAQUES IN NONEXUDATIVE AGE-RELATED MACULAR DEGENERATION. Retina 2023; 43:16-24. [PMID: 36201752 DOI: 10.1097/iae.0000000000003639] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 09/22/2022] [Indexed: 12/24/2022]
Abstract
PURPOSE To describe characteristics of indocyanine green (ICG) angiographic plaques in the nonexudative fellow eye of White patients with unilateral treatment-naïve exudative neovascular age-related macular degeneration through optical coherence tomography (OCT) and OCT angiography (OCTA). METHODS In this retrospective cross-sectional study, nonexudative eyes with ICG angiographic plaques were analyzed by OCT B-scans for the sensitivity of a double-layer sign, a pigment epithelium detachment, outer retinal atrophy, hyperreflective dots, and subretinal hyperreflective material (SRHM). The ICG angiographic plaque was matched with a macular neovascularization in OCTA en face scans and color-coded B scans. RESULTS In total, 35 ICG angiographic plaques in 33 of 291 (11%) nonexudative eyes were diagnosed. OCT revealed 27 double-layer sign (78%), eight pigment epithelium detachment (23%), 8 outer retinal atrophy (23%), eight hyperreflective dots (23%), and one subretinal hyperreflective material (3%). OCTA confirmed a macular neovascularization in 28 plaques (80%): 7 (20%) in en face scans, 3 (9%) in color-coded B scans, and 18 (51%) in both. The area size in OCTA was significantly smaller than that of ICG angiography ( P = 0.002). CONCLUSION The diagnosis of an ICG angiographic plaque in nonexudative fellow eyes of Whites with unilateral treatment-naïve exudative neovascular age-related macular degeneration was highly suggestive of a typical macular neovascularization type 1 as characterized by OCT and OCTA.
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Sacconi R, Fragiotta S, Sarraf D, Sadda SR, Freund KB, Parravano M, Corradetti G, Cabral D, Capuano V, Miere A, Costanzo E, Bandello F, Souied E, Querques G. Towards a better understanding of non-exudative choroidal and macular neovascularization. Prog Retin Eye Res 2023; 92:101113. [PMID: 35970724 DOI: 10.1016/j.preteyeres.2022.101113] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 07/14/2022] [Accepted: 08/03/2022] [Indexed: 02/01/2023]
Abstract
Non-exudative macular and choroidal neovascularization (MNV and CNV) usually refers to the entity of treatment-naïve type 1 neovascularization in the absence of associated signs of exudation. Histopathological studies, dating back in the early 70s, identified the presence of non-exudative MNV, but the first clinical report of this finding was in the late 90s using indocyanine green angiography in eyes with age-related macular degeneration (AMD). With more advanced retinal imaging, there has been an ever increasing appreciation of non-exudative MNV associated with AMD and CNV with other macular disorders. However, consensus regarding the exact definition and the clinical management of this entity is lacking. Furthermore, there may be variation in the imaging features and clinical course suggesting that a spectrum of disease may exist. Herein, we review the large body of published work that has provided a better understanding of non-exudative MNV and CNV in the last decade. The prevalence, multimodal imaging features, clinical course, and response to treatment are discussed to elucidate further key insights about this entity. Based on these observations, this review also proposes a new theory about the origin and course of different sub-types of non-exudative MNV/CNV which can have different etiologies and pathways according to the clinical context of disease.
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Affiliation(s)
- Riccardo Sacconi
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy; Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Serena Fragiotta
- UniCamillus-Saint Camillus International University of Health Sciences, Rome, Italy
| | - David Sarraf
- Retinal Disorders and Ophthalmic Genetics Division, Stein Eye Institute, University of California, Los Angeles, Los Angeles, CA, USA; Greater Los Angeles VA Healthcare Center, Los Angeles, CA, United States
| | - SriniVas R Sadda
- Doheny Eye Institute, Los Angeles, CA, United States; Department of Ophthalmology, University of California, Los Angeles, Los Angeles, CA, United States
| | - K Bailey Freund
- Vitreous Retina Macula Consultants of New York, New York, NY, United States; Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, United States
| | | | - Giulia Corradetti
- Doheny Eye Institute, Los Angeles, CA, United States; Department of Ophthalmology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Diogo Cabral
- Vitreous Retina Macula Consultants of New York, New York, NY, United States; Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, United States
| | - Vittorio Capuano
- Department of Ophthalmology, Hospital Intercommunal de Creteil, University Paris Est Creteil, Creteil, France
| | - Alexandra Miere
- Department of Ophthalmology, Hospital Intercommunal de Creteil, University Paris Est Creteil, Creteil, France
| | | | - Francesco Bandello
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy; Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Eric Souied
- Department of Ophthalmology, Hospital Intercommunal de Creteil, University Paris Est Creteil, Creteil, France
| | - Giuseppe Querques
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy; Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
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Wang Y, Bo Q, Jia H, Sun M, Yu Y, Huang P, Wang J, Xu N, Wang F, Wang H, Sun X. Small dome-shaped pigment epithelium detachment in polypoidal choroidal vasculopathy: an under-recognized sign of polypoidal lesions on optical coherence tomography? Eye (Lond) 2022; 36:733-741. [PMID: 33833415 PMCID: PMC8956584 DOI: 10.1038/s41433-020-01390-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 11/27/2020] [Accepted: 12/18/2020] [Indexed: 02/02/2023] Open
Abstract
PURPOSE To evaluate the diagnostic accuracy of spectral-domain optical coherence tomography (SD-OCT) and swept-source optical coherence tomographic angiography (SS-OCTA) to identify polypoidal lesions in serous or serosanguinous maculopathy. MATERIALS AND METHODS A retrospective review of patients presenting pigment epithelial detachments (PEDs) with the diagnosis of polypoidal choroidal vasculopathy (PCV), neovascular age-related macular degeneration (nAMD), and central serous chorioretinopathy (CSC), all of which underwent SD-OCT, SS-OCTA, and indocyanine green angiography (ICGA). Typical features of polypoidal lesions on SD-OCT included sharply peaked PED, notched PED, and hyperreflective ring underneath PED. SS-OCTA feature was vascularized PEDs on cross-sectional images corresponding to cluster-like structures on en face images. The parameters of PEDs were measured for analysis. RESULTS Of 72 eyes, 30 had PCV, 22 had nAMD, and 20 had CSC. A total of 128 localized PEDs were detected on SD-OCT. Typical features on SD-OCT had a high specificity (94.0%) but a limited sensitivity (73.8%). SS-OCTA features provided a higher sensitivity (96.7%). PEDs of the polypoidal lesions unrecognized by SD-OCT were dome-shaped, with smaller ratio of height to base diameter and less area, and almost had heterogeneous internal reflectivity and a connected double-layer sign. Some lesions misidentified by SS-OCTA developed into ICGA-proven polypoidal lesions at follow-up visits. CONCLUSION A small dome-shaped PED with heterogeneous internal reflectivity and a connected double-layer sign on SD-OCT may suggest a polypoidal lesion of PCV. SS-OCTA may be a helpful tool to investigate preclinical PCV and observe the formation of polypoidal lesions.
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Affiliation(s)
- Yuwei Wang
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Qiyu Bo
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Huixun Jia
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Mengsha Sun
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Yang Yu
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Peirong Huang
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Jing Wang
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Nana Xu
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Fenghua Wang
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China ,grid.412478.c0000 0004 1760 4628Shanghai Key Laboratory of Fundus Diseases, Shanghai, China
| | - Hong Wang
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China ,grid.412478.c0000 0004 1760 4628Shanghai Key Laboratory of Fundus Diseases, Shanghai, China
| | - Xiaodong Sun
- grid.16821.3c0000 0004 0368 8293Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China ,grid.412478.c0000 0004 1760 4628National Clinical Research Center for Eye Diseases, Shanghai, China ,grid.412478.c0000 0004 1760 4628Shanghai Key Laboratory of Fundus Diseases, Shanghai, China
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10
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Deng Y, Qiao L, Du M, Qu C, Wan L, Li J, Huang L. Age-related macular degeneration: Epidemiology, genetics, pathophysiology, diagnosis, and targeted therapy. Genes Dis 2022; 9:62-79. [PMID: 35005108 PMCID: PMC8720701 DOI: 10.1016/j.gendis.2021.02.009] [Citation(s) in RCA: 135] [Impact Index Per Article: 67.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 01/17/2021] [Accepted: 02/21/2021] [Indexed: 12/15/2022] Open
Abstract
Age-related macular degeneration (AMD) is a complex eye disorder and is the leading cause of incurable blindness worldwide in the elderly. Clinically, AMD initially affects the central area of retina known as the macula and it is classified as early stage to late stage (advanced AMD). The advanced AMD is classified into the nonexudative or atrophic form (dry AMD) and the exudative or neovascular form (wet AMD). More severe vision loss is typically associated with the wet form. Multiple genetic factors, lipid metabolism, oxidative stress and aging, play a role in the etiology of AMD. Dysregulation in genetic to AMD is established to 46%-71% of disease contribution, with CFH and ARMS2/HTRA1 to be the two most notable risk loci among the 103 identified AMD associated loci so far. Chronic cigarette smoking is the most proven consistently risk living habits for AMD. Deep learning algorithm has been developed based on image recognition to distinguish wet AMD and normal macula with high accuracy. Currently, anti-vascular endothelial growth factor (VEGF) therapy is highly effective at treating wet AMD. Several new generation AMD drugs and iPSC-derived RPE cell therapy are in the clinical trial stage and are promising to improve AMD treatment in the near future.
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Affiliation(s)
- Yanhui Deng
- The Key Laboratory for Human Disease Gene Study of Sichuan Province, Department of Clinical Laboratory, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, PR China
- Research Unit for Blindness Prevention of Chinese Academy of Medical Sciences, Sichuan Academy of Medical Sciences, Chengdu, Sichuan 610072, PR China
| | - Lifeng Qiao
- Department of Ophthalmology, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, PR China
| | - Mingyan Du
- The Key Laboratory for Human Disease Gene Study of Sichuan Province, Department of Clinical Laboratory, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, PR China
- Research Unit for Blindness Prevention of Chinese Academy of Medical Sciences, Sichuan Academy of Medical Sciences, Chengdu, Sichuan 610072, PR China
| | - Chao Qu
- Department of Ophthalmology, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, PR China
| | - Ling Wan
- Department of Ophthalmology, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, PR China
| | - Jie Li
- Department of Ophthalmology, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, PR China
| | - Lulin Huang
- The Key Laboratory for Human Disease Gene Study of Sichuan Province, Department of Clinical Laboratory, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, PR China
- Institute of Chengdu Biology, Sichuan Translational Medicine Hospital, Chinese Academy of Sciences, Chengdu, Sichuan 610041, PR China
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11
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Qiu B, Zhao L, Zhang X, Wang Y, Wang Q, Nie Y, Chen X, Cheung CYL. Associations Between Diabetic Retinal Microvasculopathy and Neuronal Degeneration Assessed by Swept-Source OCT and OCT Angiography. Front Med (Lausanne) 2021; 8:778283. [PMID: 34957152 PMCID: PMC8703043 DOI: 10.3389/fmed.2021.778283] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 11/09/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose: To provide clinical evidence of the associations between retinal neuronal degeneration and microvasculopathy in diabetic retinopathy (DR). Methods: This case-control study included 76 patients (76 eyes) with type 2 diabetes mellitus (DM), and refraction error between -3.0 and +3.0 D. The eyes were assigned into DM (without DR), non-proliferative DR (NPDR), and proliferative DR (PDR) groups. Age-, sex-, and refractive error-matched normal subjects were enrolled as controls. The mean retinal thickness (mRT), the relative mean thickness of the retinal nerve fiber layer (rmtRNFL, mtRNFL/mRT), ganglion cell layer (rmtGCL), ganglion cell complex (rmtGCC) layer, foveal avascular zone area (FAZa), FAZ perimeter (FAZp), FAZ circularity index (FAZ-CI), and vessel density (VD) in superficial capillary plexus (SCP) and deep capillary plexus (DCP) were assessed by swept-source optical coherence tomography (OCT) and OCT angiography (OCTA). Group comparison and Spearman's partial correlation coefficient analysis were applied to evaluate the correlation between these morphological parameters. Results: rmtRNFL, FAZa, and FAZp in SCP and DCP increased with the DR severity (p rmtRNFL < 0.001; p FAZa, SCP = 0.001; p FAZa , DCP = 0.005; p FAZp , SCP < 0.001; p FAZp , DCP < 0.001). The rmtGCL, FAZ-CI in SCP and DCP, and VD in DCP decreased with the DR severity (p rmtGCL = 0.002, p FAZ-CI , SCP = 0.002; p FAZ-CI, DCP < 0.001, p VD , DCP < 0.001). After controlling age, sex, duration of diabetes, and hypertension, the rmtRNFL, FAZa in SCP and DCP, and FAZp in SCP and DCP were correlated with the severity of DR (p < 0.05), while VD in SCP and DCP, FAZ-CI, and rmtGCL were negatively correlated with the severity of DR (p < 0.05). The rmtGCL was negatively correlated with the FAZa in SCP (r = -0.34, p = 0.002) and DCP (r = -0.23, p = 0.033), and FAZp in SCP (r = -0.37, p = 0.001) and DCP (r = -0.32, p = 0.003), but positively correlated with VD in SCP (r = 0.26, p = 0.016), VD in DCP (r = 0.28, p = 0.012), and FAZ-CI in DCP (r = 0.31, p = 0.006). Conclusions: rmtRNFL, FAZ-CI in SCP and DCP, and FAZp in SCP are strong predictors of the severity of DR. The ganglion cell body loss is highly correlated with increased FAZp and FAZa, decreased FAZ-CI, and reduced VD with the severity of DR.
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Affiliation(s)
- Bingjie Qiu
- Beijing Tongren Eye Center, Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Beijing Retinal Choroidal Vascular Diseases Study Group
| | - Lin Zhao
- Beijing Tongren Eye Center, Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Xinyuan Zhang
- Beijing Tongren Eye Center, Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Beijing Retinal Choroidal Vascular Diseases Study Group
| | - Yanhong Wang
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences & School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Qiyun Wang
- Beijing Tongren Eye Center, Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Beijing Retinal Choroidal Vascular Diseases Study Group
| | - Yao Nie
- Beijing Tongren Eye Center, Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Beijing Retinal Choroidal Vascular Diseases Study Group
| | - Xiaosi Chen
- Beijing Tongren Eye Center, Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Beijing Retinal Choroidal Vascular Diseases Study Group
| | - Carol Y L Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China
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12
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Short-term changes in retinal and choroidal relative flow volume after anti-VEGF treatment for neovascular age-related macular degeneration. Sci Rep 2021; 11:23723. [PMID: 34887454 PMCID: PMC8660908 DOI: 10.1038/s41598-021-03179-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Accepted: 10/25/2021] [Indexed: 11/29/2022] Open
Abstract
The effects of anti-vascular endothelial growth factor (anti-VEGF) agents on the native ocular vasculature are poorly understood. This pilot study aimed to assess short-term changes in retinal and choroidal perfusion after anti-VEGF treatment for neovascular exudative age-related macular degeneration (nAMD) using the relative flow volume (RFV) parameter derived from laser speckle flowgraphy. Ten treatment-naïve nAMD patients underwent measurements of mean, maximum, minimum, and differential RFV within a retinal arteriolar segment and a choroidal vessel segment outside the neovascular area. Measurement of retinal RFV (rRFV), choroidal RFV (cRFV), and subfoveal choroidal thickness (SCT) was repeated 9 and 35 days after a single anti-VEGF injection. The treatment caused a statistically significant decrease in the mean rRFV, mean cRFV, and SCT during the follow-up (p < 0.05). At the intermediate visit, the mean cRFV and SCT were − 17.6% and − 6.4% compared to baseline, respectively. However, at the final measurement, the mean cRFV was not different from the baseline value, which indicated waning of the anti-VEGF effect. In conclusion, a single anti-VEGF injection in treatment-naïve nAMD resulted in a decrease in retinal arteriolar and choroidal perfusion, according to the RFV parameter, which is a promising tool to simultaneously assess retinal and choroidal perfusion changes in response to anti-VEGF therapy.
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13
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Told R, Reiter GS, Schranz M, Reumueller A, Hacker V, Mittermueller TJ, Roberts PK, Sacu S, Schmidt-Erfurth U. Correlation of Retinal Thickness and Swept-Source Optical Coherence Tomography Angiography Derived Vascular Changes in Patients with Neovascular Age-Related Macular Degeneration. Curr Eye Res 2021; 46:1002-1009. [PMID: 33211556 DOI: 10.1080/02713683.2020.1849734] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Purpose: The aim of this study was to investigate whether structural OCT changes, in specific retinal thickness, is associated with the vascular response within the nAMD CNV lesion. In other words, whether SSOCTA derived parameters may prove suitable to assess CNV activity in future.Methods: During the first 3 months patients were prospectively followed with visits at days 7, and 14 after each anti-VEGF treatment up to day 90. At baseline, day 30 and 60 Aflibercept was administered. OCT-derrived retinal thickness (RT) and OCTA-derived CNV lesion parameters (vessel area [VA]), total vessel length [TVL], total number of junctions [TNJ], junction density [JD]) were determined. Parameters were exported from SSOCT/A (PlexElite, Zeiss) images using the semi-automated AngioTool software. Additionally, the superficial and deep vascular plexus fractal dimension of the para- and perifoveal region were identified. Consequently, all OCTA derived parameters were correlated with RT.Results: 16 consecutive patients presenting with treatment-naïve, SSOCTA-positive CNV lesions were included. A weak to moderate statistically significant correlation was found between the mean RT of the inner as well as the outer ETDRS ring with the SSOCTA-derived vascular markers vessel area (VA; r2 = -0.38, p < .001; r2 = -0.47, p < .001, respectively), total vessel length, (TVL; r2 = -0.38, p < .001; r2 = -0.48, p < .001, respectively) and total number of junctions (TNJ; r2 = -0.35, p < .001; r2 = -0.44, p < .001, respectively). Junctions density (JD), and all variables based on fractal dimension (FD) did not show statistically significant correlations with retinal thickness measurements.Conclusions: In summary, we could confirm a moderate, however, statistically significant correlation between mean para- and perifoveal retinal thickness and the SSOCTA derived vascular parameters VA, TVL, and TNJ. This leads us to the conclusion that an SSOCTA-based activity analysis of the CNV complex is not yet a substitute for retinal thickness or in-depth fluid analysis in patients with nAMD.
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Affiliation(s)
- R Told
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
| | - G S Reiter
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
| | - M Schranz
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
| | - A Reumueller
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
| | - V Hacker
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
| | - T J Mittermueller
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
| | - P K Roberts
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
| | - S Sacu
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
| | - U Schmidt-Erfurth
- Department of Ophthalmology and Optometry, Vienna Clinical Trial Center (VTC), Medical University of Vienna, Vienna, Austria
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14
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Told R, Reiter GS, Mittermüller TJ, Schranz M, Reumueller A, Schlanitz FG, Weigert G, Pollreisz A, Sacu S, Schmidt‐Erfurth U. Profiling neovascular age-related macular degeneration choroidal neovascularization lesion response to anti-vascular endothelial growth factor therapy using SSOCTA. Acta Ophthalmol 2021; 99:e240-e246. [PMID: 32706171 PMCID: PMC7984400 DOI: 10.1111/aos.14554] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 06/21/2020] [Indexed: 12/25/2022]
Abstract
Purpose To identify the changes in distinct vascular parameters of choroidal neovascularization (CNV) in eyes with treatment‐naïve neovascular age‐related macular degeneration (nAMD) during the primary response to anti‐VEGF therapy using aflibercept. Methods Patients were prospectively followed during the first 3 months according to a standardized protocol with mandatory visits at days 7 and 14 after each anti‐VEGF treatment up to day 90. Fourteen eyes were seen in addition at days 1 and 3 post‐initial injection. Aflibercept was administered at baseline (BL), day 30 and 60. 6 × 6mm SSOCTA (PlexElite, Zeiss) images were acquired. Using the semi‐automated AngioTool, CNV area, vessel area, vessel density (VD), the number of junctions, junctions density, total vessel length, average vessel length, total number of endpoints and lacunarity were assessed. Results Thirty‐two consecutive patients presenting with treatment‐naïve, SSOCTA‐positive CNV lesions were included. Close follow‐up showed a characteristic neovascular response curve with a dynamic decrease in lesion size within days and a reactive increase following 2 weeks after initial treatment. An undulating pattern was seen for all neovascular parameters except for vascular density, with variable statistical significance. Due to a flattening of the therapeutic response as early as after the second treatment, CNV lesion size and most of the related parameters had an increase in activity above baseline values at the end of the loading phase. Lesion size was the leading feature of reactivation by a mean increase of 19.3% after three monthly aflibercept injections. Subgroup analysis based on lesion size revealed a significant correlation between best‐corrected visual acuity and quantitative change in lesion size over time, but not baseline size. Conclusions Using SSOCTA, a morphologic neovascular response pattern can be identified in anti‐VEGF treatment of CNV. A synchronized early decrease and consecutive reactivation in a large spectrum of neovascular biomarkers including size and internal structure are visualized in a qualitative and quantitative manner. SSOCTA analyses allow new insights in CNV morphology changes and therapeutic response.
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Affiliation(s)
- Reinhard Told
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Gregor S. Reiter
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Tamara J. Mittermüller
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Markus Schranz
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Adrian Reumueller
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Ferdinand G. Schlanitz
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Günther Weigert
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Andreas Pollreisz
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Stefan Sacu
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
| | - Ursula Schmidt‐Erfurth
- Department of Ophthalmology and Optometry Vienna Clinical Trial Center (VTC) Medical University of Vienna Vienna Austria
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15
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Haas A, Ahmed D, Stattin M, Graf A, Krepler K, Ansari‐Shahrezaei S. Comparison of macular neovascularization lesion size by the use of Spectral-Domain Optical Coherence Tomography Angiography and Swept-Source Optical Coherence Tomography Angiography versus Indocyanine Green Angiography. Acta Ophthalmol 2021; 99:e260-e266. [PMID: 32833284 DOI: 10.1111/aos.14572] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 07/02/2020] [Indexed: 01/23/2023]
Abstract
PURPOSE To compare the lesion sizes of macular neovascularization (MNV) imaged with spectral-domain (SD) and swept-source (SS) optical coherence tomography angiography (OCTA) as well as indocyanine green angiography (ICGA). METHODS In this prospective, observational case series, patients showing a secured diagnosis of MNV on ICGA or Fluorescein Angiography, were imaged by SD-OCTA and SS-OCTA on the same day. Lesion size was measured on 3 × 3-mm2 and 6 × 6-mm2 scans using the Maestro 2 SD-OCTA (Topcon Corporation, Tokyo Japan) and the Triton SS-OCTA device (Topcon Corporation, Tokyo Japan) and compared to ICGA (Spectralis HRA, Heidelberg, Germany). RESULTS Twenty eyes from 20 patients (11 females, 55%) were enrolled. The neovascularization area measured on 6 × 6-mm2 SD-OCTA was lower compared to that outlined on SS-OCTA, however, not reaching statistical significance (p = 0.094). Regarding 3 × 3-mm2 measurements, the median lesion sizes between the two OCTA devices were comparable (p = 0.492). Indocyanine green angiography depicted a larger lesion area than both OCTA devices, however, not reaching statistical significance. CONCLUSION SD-OCTA tends to show smaller areas of MNV extension than SS-OCTA regarding 6 × 6 mm2 scans. The lesion size of MNV can be very well compared between the different devices, emphasizing the use of OCTA for monitoring neovascular area. Lesion measurements on SS-OCTA correlate better with ICGA than SD-OCTA.
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Affiliation(s)
- Anna‐Maria Haas
- Karl Landsteiner Institute for Retinal Research and Imaging Vienna Austria
- Department of Ophthalmology Rudolf Foundation Hospital Vienna Austria
| | - Daniel Ahmed
- Karl Landsteiner Institute for Retinal Research and Imaging Vienna Austria
- Department of Ophthalmology Rudolf Foundation Hospital Vienna Austria
| | - Martin Stattin
- Karl Landsteiner Institute for Retinal Research and Imaging Vienna Austria
- Department of Ophthalmology Rudolf Foundation Hospital Vienna Austria
| | - Alexandra Graf
- Center for Medical Statistic, Informatics, and Intelligent Systems Medical University of Vienna Vienna Austria
| | - Katharina Krepler
- Karl Landsteiner Institute for Retinal Research and Imaging Vienna Austria
- Department of Ophthalmology Rudolf Foundation Hospital Vienna Austria
| | - Siamak Ansari‐Shahrezaei
- Karl Landsteiner Institute for Retinal Research and Imaging Vienna Austria
- Department of Ophthalmology Rudolf Foundation Hospital Vienna Austria
- Department of Ophthalmology Medical University of Graz Graz Austria
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16
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Querques G, Sacconi R, Capuano V, Carnevali A, Colantuono D, Battista M, Borrelli E, Miere A, Parravano M, Costanzo E, Querques L, Souied EH, Bandello F. Treatment-naïve quiescent macular neovascularization secondary to AMD: The 2019 Young Investigator Lecture of Macula Society. Eur J Ophthalmol 2021; 31:3164-3176. [PMID: 33445977 DOI: 10.1177/1120672120986370] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE To analyze different clinical and anatomical features in treatment-naïve non-exudative macular neovascularizations (MNVs) secondary to age-related macular disease (AMD). METHODS In this retrospective longitudinal study with a minimum follow-up of 1 year, 31 eyes of 28 consecutive AMD patients (mean age 75 ± 9 years) with treatment-naïve non-exudative MNV were enrolled. Patients were divided in: short-term activated MNV group (exudation before 6-month) and quiescent MNV group (per definition no exudation during a minimum 6-month follow-up) showing no or late activation during follow-up (persistently quiescent and long-term activated MNV group, respectively). RESULTS During the follow-up (mean duration: 22 ± 9 months) four eyes (13%) showed exudation before 6-month follow-up (short-term activated MNV group), whereas 21 eyes (68%) did not develop signs of exudation (persistently quiescent group), and six eyes (19%) developed exudation after the minimum 6-month follow-up (long-term activated MNV group). Monthly MNV growth rate was significantly higher in the short-term activated MNV group (growth rate of 13.30%/month), vs persistently quiescent MNV group (0.64%/month, p < 0.001) and long-term activated quiescent MNV group (1.07%/month, p < 0.001). Furthermore, at the baseline, perfusion density of short-term activated MNV group was significantly greater in comparison to persistently quiescent MNV group (p = 0.001) and long-term activated MNV group (p = 0.106). CONCLUSION We reported two different patterns for subclinical MNVs: subclinical MNVs characterized by short-term activation which could represent simply a pre-exudative stage in the development of an ordinary type 1 MNV, and quiescent MNVs characterized by low rate of growth and possible long-term activation. Analysis of OCT-A features may predict short-term activation for subclinical MNV but no features could predict the long-term activation.
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Affiliation(s)
- Giuseppe Querques
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy.,Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Department of Ophthalmology, Centre Hospitalier Intercommunal Creteil University Paris Est, Creteil, France
| | - Riccardo Sacconi
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy.,Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Vittorio Capuano
- Department of Ophthalmology, Centre Hospitalier Intercommunal Creteil University Paris Est, Creteil, France
| | - Adriano Carnevali
- Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Department of Ophthalmology, University Hospital "Magna Graecia," Catanzaro, Italy
| | - Donato Colantuono
- Department of Ophthalmology, Centre Hospitalier Intercommunal Creteil University Paris Est, Creteil, France
| | - Marco Battista
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy.,Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Enrico Borrelli
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy.,Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alexandra Miere
- Department of Ophthalmology, Centre Hospitalier Intercommunal Creteil University Paris Est, Creteil, France
| | | | | | - Lea Querques
- Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Eric H Souied
- Department of Ophthalmology, Centre Hospitalier Intercommunal Creteil University Paris Est, Creteil, France
| | - Francesco Bandello
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy.,Division of Head and Neck, Ophthalmology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
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17
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Faatz H, Rothaus K, Ziegler M, Book M, Lommatzsch C, Spital G, Gutfleisch M, Pauleikhoff D, Lommatzsch A. Quantitative Comparison of the Vascular Structure of Macular Neovascularizations Between Swept-Source and Spectral-Domain Optical Coherence Tomography Angiography. Clin Ophthalmol 2020; 14:3179-3186. [PMID: 33116368 PMCID: PMC7553257 DOI: 10.2147/opth.s276114] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Accepted: 09/08/2020] [Indexed: 11/23/2022] Open
Abstract
Purpose The aim of this study was to ascertain and quantify the differences between swept-source (SS) and spectral-domain (SD) optical coherence tomography angiography (OCTA) imaging of macular neovascularizations (MNV) in neovascular age-related macular degeneration (nAMD). Patients and Methods SD-OCTA (RTVue Avanti) and SS-OCTA (PLEX® Elite 9000) were performed in 37 patients with MNV in nAMD. The MNV was delineated and the data were processed via ImageJ. The parameters MNV area, nodes per area, fractal dimension (FD), and flow density were analyzed using MatLab. Results There was close agreement between the two devices regarding MNV area (ICCc 0.977, ICCa 0.977, R2 0.977), but only slight agreement regarding nodes per area (ICCa 0.008, ICCc 0.548, R2 0.51), FD (ICCa 0.425, ICCc 0.846, R2 0.96), and flow density (ICCa 0.451, ICCc 0.656, R2 0.65). The difference between the two devices was insignificant for MNV area (type 1: p=0.328; type 2: p=0.426; type 3: p=0.615), but significant for nodes per area (type 1: p=0.002; type 2: p=0.00001; type 3: p=0.003), FD (type 1: p<0.00001; type 2: p<0.00001; type 3: p=0.015) and flow density (type 1: p=0.0004; type 2: p=0.004; type 3: p=0.052). Conclusion MNV area is closely comparable between devices using SS-OCTA and SD-OCTA imaging. However, the two methods differ significantly in their precise assessment of the vascular morphology (FD, flow density, nodes per area). Therefore, results obtained using different devices are not comparable and should not be amalgamated in clinical trials.
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Affiliation(s)
- Henrik Faatz
- Department of Ophthalmology, St. Franziskus Hospital, Münster, Germany
| | - Kai Rothaus
- Department of Ophthalmology, St. Franziskus Hospital, Münster, Germany
| | - Martin Ziegler
- Department of Ophthalmology, St. Franziskus Hospital, Münster, Germany
| | - Marius Book
- Department of Ophthalmology, St. Franziskus Hospital, Münster, Germany
| | - Claudia Lommatzsch
- Department of Ophthalmology, St. Franziskus Hospital, Münster, Germany.,Department of Ophthalmology, University of Lübeck, Lübeck, Germany
| | - Georg Spital
- Department of Ophthalmology, St. Franziskus Hospital, Münster, Germany
| | | | - Daniel Pauleikhoff
- Department of Ophthalmology, St. Franziskus Hospital, Münster, Germany.,Department of Ophthalmology, University of Essen-Duisburg, Essen, Germany.,Achim Wessing Institute for Imaging in Ophthalmology, University Hospital Essen, Essen, Germany
| | - Albrecht Lommatzsch
- Department of Ophthalmology, St. Franziskus Hospital, Münster, Germany.,Department of Ophthalmology, University of Essen-Duisburg, Essen, Germany.,Achim Wessing Institute for Imaging in Ophthalmology, University Hospital Essen, Essen, Germany
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Choi M, Kim SW, Yun C, Oh J. OCT Angiography Features of Neovascularization as Predictive Factors for Frequent Recurrence in Age-Related Macular Degeneration. Am J Ophthalmol 2020; 213:109-119. [PMID: 31954711 DOI: 10.1016/j.ajo.2020.01.012] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 01/07/2020] [Accepted: 01/08/2020] [Indexed: 12/28/2022]
Abstract
PURPOSE To investigate the features of neovascularization (NV) in eyes with neovascular age-related macular degeneration using optical coherence tomography angiography (OCTA) according to the treatment interval of intravitreal aflibercept injection (IVI). DESIGN Retrospective, interventional, comparative case series. METHODS Patients with type 1 NV treated with the "pro re nata" regimen after 3 loading IVI were classified into 2 groups based on the numbers of treatments during 12 months, specifically a stable group who required fewer than 2 injections and an unstable group who required more than 3 injections. Quantitative features of OCTA including NV area, NV length, NV density, endpoint density (open-ended vessels per unit length), junction density (vessel junction per unit length), lacunarity, and largest vessel caliber were compared between the 2 groups. RESULTS Among 71 eyes, 38 and 33 eyes were classified into the stable and unstable groups, respectively. The unstable group had higher endpoint densities (stable vs unstable: 2.72 vs 3.18; P = .03) and higher levels of lacunarity (0.177 vs 0.211; P = .028). The area, density, length of NV, junction density, and largest vessel caliber were not different between the 2 groups (P = .057, P = .184, P = .062, P = .160, and P = .473, respectively). Endpoint density was correlated with the unstable group in both univariate and multivariate analyses (P = .004, P = .002, respectively). A predictive model with an endpoint index demonstrated a sensitivity of 93.75% and a negative predictive value of 89.47% for the unstable group. CONCLUSIONS The characteristics of NV in eyes of exudative age-related macular degeneration with type 1 NV were different according to treatment requirements. Identifying the features of NV on OCTA might be helpful for predicting clinical outcomes and optimal treatment intervals.
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Vira J, Marchese A, Singh RB, Agarwal A. Swept-source optical coherence tomography imaging of the retinochoroid and beyond. Expert Rev Med Devices 2020; 17:413-426. [PMID: 32275451 DOI: 10.1080/17434440.2020.1755256] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Introduction: Swept-source optical coherence tomography (SS-OCT) imaging has ushered in an era of rapid and high-resolution imaging of the retinochoroid that provides detailed patho-anatomy of various layers.Areas covered: In this detailed review, the technology of swept-source imaging including its principles and working has been discussed. The applications of SS-OCT in various conditions including age-related macular degeneration, diabetic retinopathy, pachychoroid spectrum of diseases, and inflammatory vitreoretinal conditions have been elaborated. For each disease, a brief review of literature along with the utility of SS-OCT and optical coherence tomography angiography has been provided with supporting figures. The advantages of SS-OCT over spectral-domain have been discussed if there is sufficient evidence in the literature. Finally, the review summarizes the technological advantages in this field of retinal imaging.Expert opinion: The introduction of SS-OCT in our clinics has added newer devices in our armamentarium that can provide high-quality images of the deep retina and choroid. These advances in medical devices can help in improving our knowledge relating to the pathophysiology of diseases and their evolution. In the near future, rapid and high-resolution imaging may provide real-time volumetric information of the whole retina and the choroid that can be readily used for patient care.
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Affiliation(s)
- Jayesh Vira
- Department of Ophthalmology, Shroff Eye Center, New Delhi, India
| | - Alessandro Marchese
- Department of Ophthalmology, San Raffaele Scientific Institute, University Vita-Salute San Raffaele, Milan, Italy
| | - Rohan Bir Singh
- Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
| | - Aniruddha Agarwal
- Advanced Eye Center, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
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