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Choi M, Han S, Kim SW, Yun C, Oh J. Volume-rendering three-dimensional image analysis of macular neovascularization in age-related macular degeneration. Eye (Lond) 2024; 38:1125-1132. [PMID: 38040962 PMCID: PMC11009274 DOI: 10.1038/s41433-023-02838-9] [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: 03/14/2023] [Revised: 10/26/2023] [Accepted: 11/10/2023] [Indexed: 12/03/2023] Open
Abstract
BACKGROUND To visualize and investigate the three-dimensional (3D) images of macular neovascularization (MNV) in eyes with neovascular age-related macular degeneration using optical coherence tomography angiography (OCTA) according to the treatment response to intravitreal aflibercept injection (IVI). METHODS OCTA images at baseline and 12 weeks (after three loading IVIs) were retrospectively reconstructed as 3D images for patients with type 1 and 2 MNV treated with the "pro-re-nata" regimen. The fluid-free and persistent fluid groups were divided according to the presence of subretinal and intraretinal fluid at 12 weeks after treatment. Using reconstructed 3D images of MNV, the volume, average volume per slice, and z-axis of the volumetric structure were evaluated. RESULTS Twenty-three and nine were classified into the fluid-free and persistent fluid groups, respectively. The MNV volume decreased significantly from baseline to 12 weeks in the fluid-free group (p = 0.005), not in the persistent fluid group (p = 0.250). The average volume of MNV per slice at 12 weeks correlated with the persistent fluid group in both the univariate and multivariate analyses (p = 0.034, p = 0.039, Exp [B] = 14.005). CONCLUSIONS This study may provide a perspective on vascular volumetric changes of MNV according to treatment response.
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Affiliation(s)
- Mihyun Choi
- Department of Ophthalmology, Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Sangheon Han
- Department of Chemistry, University of Illinois Urbana-Champaign, Champaign, IL, USA
| | - Seong-Woo Kim
- Department of Ophthalmology, Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea.
| | - Cheolmin Yun
- Department of Ophthalmology, Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jaeryung Oh
- Department of Ophthalmology, Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
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2
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Feu-Basilio S, Maloca PM, Hasler P, Scholl HPN, Marin-Martinez S, Rosinés-Fonoll J, Suarez-Valero X, Reich M, Lange C, Egan C, Zweifel S, Tufail A, Spaide RF, Zarranz-Ventura J. Retinal vessel volume reference database derived from volume-rendered optical coherence tomography angiography. Sci Rep 2024; 14:2721. [PMID: 38302574 PMCID: PMC10834445 DOI: 10.1038/s41598-024-53000-8] [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: 11/12/2023] [Accepted: 01/25/2024] [Indexed: 02/03/2024] Open
Abstract
Optical coherence tomography angiography (OCTA) enables three-dimensional reconstruction of the functional blood vessels in the retina. Therefore, it enables the quantification of 3D retinal vessel parameters such as surface area and vessel volume. In spite of the widespread use of OCTA, no representative volume-rendered vessel volume (VV) data are published to date. In this study, OCTA 3 × 3 mm macular cubes were processed with volume-rendering techniques to measure VV in 203 eyes from 107 healthy volunteers. Generalized linear models (GLM) were constructed to assess the impact of age, gender, visual acuity (VA), spherical equivalent (SE), and axial length (AL) on VV. Overall mean VV was 0.23 ± 0.05mm3. Age and axial length showed a negative correlation with VV. However, GLM model analysis found that AL exerted the most pronounced influence on VV. No statistically significant associations were identified between gender or between left and right eyes. This is the first study to assess 3D OCTA VV and its naturally occurring variations in a large series of healthy subjects. It offers novel insights into the characterization of normal retinal vascular anatomy in healthy individuals, contributing to a valuable reference for future research in this field.
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Affiliation(s)
- Silvia Feu-Basilio
- Hospital Clínic de Barcelona, University of Barcelona, Carrer de Sabino Arana, 1, 08028, Barcelona, Spain
| | - Peter M Maloca
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland
- Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Pascal Hasler
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland
| | - Hendrik P N Scholl
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland
- Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland
| | - Sara Marin-Martinez
- Hospital Clínic de Barcelona, University of Barcelona, Carrer de Sabino Arana, 1, 08028, Barcelona, Spain
| | - Josep Rosinés-Fonoll
- Hospital Clínic de Barcelona, University of Barcelona, Carrer de Sabino Arana, 1, 08028, Barcelona, Spain
| | - Xavier Suarez-Valero
- Hospital Clínic de Barcelona, University of Barcelona, Carrer de Sabino Arana, 1, 08028, Barcelona, Spain
| | - Michael Reich
- Faculty of Medicine, Eye Center, Albert-Ludwig University Freiburg, 79085, Freiburg, Germany
- Augenärzte Am Städel, Hans-Thoma-Strasse 24, 60596, Frankfurt Am Main, Germany
| | - Clemens Lange
- Faculty of Medicine, Eye Center, Albert-Ludwig University Freiburg, 79085, Freiburg, Germany
- Department of Ophthalmology, St. Franziskus Hospital, 48145, Münster, Germany
| | - Catherine Egan
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Sandrine Zweifel
- Department of Ophthalmology, University Hospital Zurich, 8006, Zurich, Switzerland
- University of Zurich, 8006, Zurich, Switzerland
| | - Adnan Tufail
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Richard F Spaide
- Vitreous, Retina, Macula Consultants of New York, New York, NY, USA
| | - Javier Zarranz-Ventura
- Hospital Clínic de Barcelona, University of Barcelona, Carrer de Sabino Arana, 1, 08028, Barcelona, Spain.
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK.
- Institut de Investigacions Biomediques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain.
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3
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Enz TJ, Maloca PM, Tschopp M, Menke MN, Tribble JR, Williams PA, Inglin N, Steitz U, Scholl HPN, Papazoglou A. Volume-rendered optical coherence tomography angiography during ocular interventions: Advocating for noninvasive intraoperative retinal perfusion monitoring. JOURNAL OF BIOPHOTONICS 2022; 15:e202200169. [PMID: 36089335 DOI: 10.1002/jbio.202200169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 08/05/2022] [Indexed: 06/15/2023]
Abstract
We aimed to test for feasibility of volume-rendered optical coherence tomography angiography (OCTA) as a novel method for assessing/quantifying retinal vasculature during ocular procedures and to explore the potential for intraoperative use. Thirty patients undergoing periocular anaesthesia were enrolled, since published evidence suggests a reduction in ocular blood flow. Retinal perfusion was monitored based on planar OCTA image-derived data provided by a standard quantification algorithm and postprocessed/volume-rendered OCTA data using a custom software script. Overall, imaging procedures were successful, yet imaging artifacts occurred frequently. In interventional eyes, perfusion parameters decreased during anaesthesia. Planar image-derived and volume rendering-derived parameters were correlated. No correlation was found between perfusion parameters and a motion artifact score developed for this study, yet all perfusion parameters correlated with signal strength as displayed by the device. Concluding, volume-rendered OCTA allows for noninvasive three-dimensional retinal vasculature assessment/quantification in challenging surgical settings and appears generally feasible for intraoperative use.
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Affiliation(s)
- Tim J Enz
- Department of Ophthalmology, University of Basel, Basel, Switzerland
- Department of Clinical Neuroscience, Division of Eye and Vision, St. Erik Eye Hospital, Karolinska Institutet, Stockholm, Sweden
- Department of Ophthalmology, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Peter M Maloca
- Department of Ophthalmology, University of Basel, Basel, Switzerland
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Switzerland
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Markus Tschopp
- Department of Ophthalmology, Cantonal Hospital Aarau, Aarau, Switzerland
- Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Marcel N Menke
- Department of Ophthalmology, Cantonal Hospital Aarau, Aarau, Switzerland
- Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - James R Tribble
- Department of Clinical Neuroscience, Division of Eye and Vision, St. Erik Eye Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Pete A Williams
- Department of Clinical Neuroscience, Division of Eye and Vision, St. Erik Eye Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Nadja Inglin
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Switzerland
| | - Ulrike Steitz
- Department of Ophthalmology, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Hendrik P N Scholl
- Department of Ophthalmology, University of Basel, Basel, Switzerland
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Switzerland
| | - Anthia Papazoglou
- Department of Ophthalmology, Cantonal Hospital Aarau, Aarau, Switzerland
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Maloca PM, Feu-Basilio S, Schottenhamml J, Valmaggia P, Scholl HPN, Rosinés-Fonoll J, Marin-Martinez S, Inglin N, Reich M, Lange C, Egan C, Zweifel S, Tufail A, Spaide RF, Zarranz-Ventura J. Reference database of total retinal vessel surface area derived from volume-rendered optical coherence tomography angiography. Sci Rep 2022; 12:3695. [PMID: 35256644 PMCID: PMC8901674 DOI: 10.1038/s41598-022-07439-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 02/18/2022] [Indexed: 12/19/2022] Open
Abstract
Optical coherence tomography angiography (OCTA) enables three-dimensional, high-resolution, depth-resolved flow to be distinguished from non-vessel tissue signals in the retina. Thus, it enables the quantification of the 3D surface area of the retinal vessel signal. Despite the widespread use of OCTA, no representative spatially rendered reference vessel surface area data are published. In this study, the OCTA vessel surface areas in 203 eyes of 107 healthy participants were measured in the 3D domain. A Generalized Linear Model (GLM) model analysis was performed to investigate the effects of sex, age, spherical equivalent, axial length, and visual acuity on the OCTA vessel surface area. The mean overall vessel surface area was 54.53 mm2 (range from 27.03 to 88.7 mm2). OCTA vessel surface area was slightly negatively correlated with age. However, the GLM model analysis identified axial length as having the strongest effect on OCTA vessel surface area. No significant correlations were found for sex or between left and right eyes. This is the first study to characterize three-dimensional vascular parameters in a population based on OCTA with respect to the vessel surface area.
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Affiliation(s)
- Peter M Maloca
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland. .,Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland.
| | - Silvia Feu-Basilio
- Institut Clínic d'Oftalmologia, Hospital Clínic de Barcelona, 08036, Barcelona, Spain
| | - Julia Schottenhamml
- Pattern Recognition Lab, University Erlangen-Nürnberg, 91058, Erlangen, Germany
| | - Philippe Valmaggia
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland
| | - Hendrik P N Scholl
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland.,Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland
| | - Josep Rosinés-Fonoll
- Institut Clínic d'Oftalmologia, Hospital Clínic de Barcelona, 08036, Barcelona, Spain
| | - Sara Marin-Martinez
- Institut Clínic d'Oftalmologia, Hospital Clínic de Barcelona, 08036, Barcelona, Spain
| | - Nadja Inglin
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland
| | - Michael Reich
- Eye Center, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Clemens Lange
- Eye Center, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Catherine Egan
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Sandrine Zweifel
- University Hospital Zurich, Frauenklinikstrasse 24, 8091, Zurich, Switzerland.,University of Zurich, Rämistrasse 71, 8006, Zürich, Switzerland
| | - Adnan Tufail
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Richard F Spaide
- Vitreous-Retina-Macula Consultants of New York, New York, NY, USA
| | - Javier Zarranz-Ventura
- Institut Clínic d'Oftalmologia, Hospital Clínic de Barcelona, 08036, Barcelona, Spain.,Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK.,Institut de Investigacions Biomediques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
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Shi WQ, Han T, Liu R, Xia Q, Xu T, Wang Y, Cai S, Luo SL, Shao Y, Wu R. Retinal Microvasculature and Conjunctival Vessel Alterations in Patients With Systemic Lupus Erythematosus-An Optical Coherence Tomography Angiography Study. Front Med (Lausanne) 2021; 8:724283. [PMID: 34926488 PMCID: PMC8674305 DOI: 10.3389/fmed.2021.724283] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 11/12/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose: To evaluate the conjunctival and fundus retinal vessel density in patients with systemic lupus erythematosus (SLE) with optical coherence tomography angiography (OCTA), and to investigate the relationship between vessel density and clinical indicators. Methods: Twelve patients with SLE (24 eyes) and 12 healthy controls (24 eyes) were recruited. OCTA was used to examine the superficial retina layer (SRL) and deep retina layer (DRL) in the macular retina and conjunctival capillary plexus of each eye. We calculated the density of the temporal conjunctival vessels, fundus microvascular (MIR), macrovascular (MAR) and total MIR(TMI) and compared the results in both groups. We used annular partitioning (C1–C6), hemispheric quadrants, and Early Treatment Diabetic Retinopathy Study partitioning (ETDRS) to analyze changes in the retinal vascular density. Correlation analysis was used to investigate the association between blood capillary density and clinical indicators. Results: OCTA results showed significant differences in the conjunctival microvascular density (p < 0.001). There was no significant difference in MIR, TMI, and MAR in the superficial layers between the SLE and healthy group (p > 0.05). The DRL and DTMI (Deeper TMI) densities were decreased in the macular regions of SLE patients (p < 0.05). In the hemispheric segmentation analysis, the superficial MIR was significantly decreased in the IL (inferior left) region of the SLE patients (p < 0.05), and the deep MIR in the IR (inferior right) region was significantly reduced (p < 0.05). In the ETDRS partitioning analysis, the superficial MIR in the inferior, right, and left subdivisions was significantly decreased in the SLE patients (p < 0.05). In the circular segmentation analysis, the deep MIR in the C1 and C3 regions was significantly reduced in SLE patients (p < 0.05), while the superficial MIR density was decreased only in the C3 region (p < 0.05). The conjunctival vascular density was negatively correlated with the STMI (Superficial TMI) (r = −0.5107; p = 0.0108) and DTMI (r = −0.9418, p < 0.0001). There was no significant correlation between vascular density and SLEDAI-2k (Systemic Lupus Erythematosus Disease Activity Index−2000) (P > 0.05). Conclusion: Clinically, patients with SLE and patients suspected of SLE should receive OCTA examination in a comprehensive eye examination to detect changes in ocular microcirculation at an early stage.
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Affiliation(s)
- Wen-Qing Shi
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China.,Department of Ophthalmology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Ting Han
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Ren Liu
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Qiang Xia
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Tian Xu
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yan Wang
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Shuang Cai
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Shui-Lin Luo
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yi Shao
- Department of Ophthalmology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Rui Wu
- Department of Immunology and Rheumatology, The First Affiliated Hospital of Nanchang University, Nanchang, China
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Heath Jeffery RC, Chen FK. Stargardt disease: Multimodal imaging: A review. Clin Exp Ophthalmol 2021; 49:498-515. [PMID: 34013643 PMCID: PMC8366508 DOI: 10.1111/ceo.13947] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 05/15/2021] [Indexed: 12/20/2022]
Abstract
Stargardt disease (STGD1) is an autosomal recessive retinal dystrophy, characterised by bilateral progressive central vision loss and subretinal deposition of lipofuscin-like substances. Recent advances in molecular diagnosis and therapeutic options are complemented by the increasing recognition of new multimodal imaging biomarkers that may predict genotype and disease progression. Unique non-invasive imaging features of STDG1 are useful for gene variant interpretation and may even provide insight into the underlying molecular pathophysiology. In addition, pathognomonic imaging features of STGD1 have been used to train neural networks to improve time efficiency in lesion segmentation and disease progression measurements. This review will discuss the role of key imaging modalities, correlate imaging signs across varied STGD1 presentations and illustrate the use of multimodal imaging as an outcome measure in determining the efficacy of emerging STGD1 specific therapies.
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Affiliation(s)
- Rachael C. Heath Jeffery
- Centre for Ophthalmology and Visual Science (Incorporating Lions Eye Institute)The University of Western AustraliaNedlandsWestern AustraliaAustralia
- Department of OphthalmologyRoyal Perth HospitalPerthWestern AustraliaAustralia
| | - Fred K. Chen
- Centre for Ophthalmology and Visual Science (Incorporating Lions Eye Institute)The University of Western AustraliaNedlandsWestern AustraliaAustralia
- Department of OphthalmologyRoyal Perth HospitalPerthWestern AustraliaAustralia
- Australian Inherited Retinal Disease Registry and DNA Bank, Department of Medical Technology and PhysicsSir Charles Gairdner HospitalPerthWestern AustraliaAustralia
- Department of OphthalmologyPerth Children's HospitalNedlandsWestern AustraliaAustralia
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