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Cohen M, Dor O, Mezad-Koursh D, Loewenstein A, Zur D. Punctate hyperreflective vitreous opacities: a ubiquitous finding in healthy children beyond infancy. Eye (Lond) 2024:10.1038/s41433-024-03434-1. [PMID: 39482434 DOI: 10.1038/s41433-024-03434-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 10/14/2024] [Accepted: 10/21/2024] [Indexed: 11/03/2024] Open
Abstract
BACKGROUND The vitreous evolves from birth over lifetime. Little is known about the appearance of the healthy vitreous during childhood. We aimed to characterise posterior vitreous features in healthy children using spectral domain optical coherence tomography (SD-OCT). METHODS Retrospective cohort study including healthy eyes of 78 children aged 2-12 years and 39 healthy adults. Patients diagnosed with intraocular inflammation or vitreoretinal pathology were excluded. MAIN OUTCOME Proportion of eyes with presence of punctate hyperreflective vitreous opacities (PHVO). Percentage of B-scans demonstrating PHVO within an OCT volume scan, correlation between presence of PHVO and patients' age group, retinal measurements, and presence of premacular bursa were analysed. RESULTS 154 paediatric eyes (median age 9.08 (IQR 5.17-9.75) years) and 76 adult eyes (30.75 (IQR 26.42-38.08) years) were included; 12244 OCT images were reviewed. All eyes (100%) in the paediatric group and 73% in the adult group presented PHVO. The median percentage of OCT images showing PHVO was 77.05% (IQR 51.23-88.52) in children and 8.0% (IQR 0-16.03) in adults (p < 0.001). Separate analysis of right and left eyes confirmed the results (p < 0001). Premacular bursa appeared in 20.5% of paediatric and 31.6% of adult eyes (p = 0.103). Mean central subfield thickness was significantly lower in children (257 ± 21 µm vs. 276 ± 18 µm, p < 0.001), while median total macular volume was similar (8.59 (IQR 8.25-8.86) mm3 vs. 8.62 (IQR 8.39-8.96) mm3, p = 0.145). CONCLUSIONS This study demonstrates that PHVO are ubiquitous physiologic vitreous findings in healthy children beyond infancy. These findings enhance the understanding of the development of the posterior segment of the eye and might improve paediatric OCT interpretation, potentially avoiding misdiagnoses and unnecessary interventions in children.
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Affiliation(s)
- May Cohen
- Ophthalmology Division, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Omer Dor
- Ophthalmology Division, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv-Yafo, Israel
- Edmond J Safra Center for Bioinformatics, Tel Aviv University, Tel Aviv, Israel
| | - Daphna Mezad-Koursh
- Ophthalmology Division, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Anat Loewenstein
- Ophthalmology Division, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Dinah Zur
- Ophthalmology Division, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.
- Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv-Yafo, Israel.
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Hanif AM, Jian Y, Young BK, Campbell JP. Implementation of optical coherence tomography in retinopathy of prematurity screening. Curr Opin Ophthalmol 2024; 35:252-259. [PMID: 38205941 PMCID: PMC11034813 DOI: 10.1097/icu.0000000000001030] [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] [Indexed: 01/12/2024]
Abstract
PURPOSE OF REVIEW In this review, we explore the investigational applications of optical coherence tomography (OCT) in retinopathy of prematurity (ROP), the insights they have delivered thus far, and key milestones for its integration into the standard of care. RECENT FINDINGS While OCT has been widely integrated into clinical management of common retinal diseases, its use in pediatric contexts has been undermined by limitations in ergonomics, image acquisition time, and field of view. Recently, investigational handheld OCT devices have been reported with advancements including ultra-widefield view, noncontact use, and high-speed image capture permitting real-time en face visualization. These developments are compelling for OCT as a more objective alternative with reduced neonatal stress compared to indirect ophthalmoscopy and/or fundus photography as a means of classifying and monitoring ROP. SUMMARY OCT may become a viable modality in management of ROP. Ongoing innovation surrounding handheld devices should aim to optimize patient comfort and image resolution in the retinal periphery. Future clinical investigations may seek to objectively characterize features of peripheral stage and explore novel biomarkers of disease activity.
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Affiliation(s)
- Adam M. Hanif
- Ophthalmology, Oregon Health & Science University, Portland, Oregon
| | - Yifan Jian
- Ophthalmology, Oregon Health & Science University, Portland, Oregon
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Kubsad D, Ohan MA, Wu JG, Cabrera MT. Vitreoretinal biomarkers of retinopathy of prematurity using handheld optical coherence tomography: a review. Front Pediatr 2023; 11:1191174. [PMID: 37325353 PMCID: PMC10264674 DOI: 10.3389/fped.2023.1191174] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 05/16/2023] [Indexed: 06/17/2023] Open
Abstract
Retinopathy of prematurity (ROP) is caused by abnormal retinal vascularization in premature infants that has the potential for severe long-term vision impairment. Recent advancements in handheld optical coherence tomography (OCT) have enabled noninvasive, high-resolution, cross-sectional imaging of the infant eye at the bedside. The use of handheld OCT devices in the diagnosis of ROP in premature infants has furthered our understanding of disease state and progression. This review discusses the known and novel biomarkers of ROP severity in premature infants identified through handheld OCT and potential for future directions.
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Affiliation(s)
- Deepika Kubsad
- University of Washington School of Medicine, Seattle, WA, United States
| | - Masis A. Ohan
- University of Washington School of Medicine, Seattle, WA, United States
| | - Jolan G. Wu
- Department of Ophthalmology, University of Washington, Seattle, WA, United States
| | - Michelle T. Cabrera
- Department of Ophthalmology, University of Washington, Seattle, WA, United States
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, United States
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Legocki AT, Lee AY, Ding L, Moshiri Y, Zepeda EM, Gillette TB, Grant LE, Shariff A, Touch P, Lee CS, Tarczy-Hornoch K, Cabrera MT. Multivariate Models to Diagnose Early Referral-Warranted Retinopathy of Prematurity With Handheld Optical Coherence Tomography. Transl Vis Sci Technol 2023; 12:26. [PMID: 37223917 PMCID: PMC10214879 DOI: 10.1167/tvst.12.5.26] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 04/23/2023] [Indexed: 05/25/2023] Open
Abstract
Purpose The purpose of this study was to create multivariate models predicting early referral-warranted retinopathy of prematurity (ROP) using non-contact handheld spectral-domain optical coherence tomography (OCT) and demographic data. Methods Between July 2015 and February 2018, infants ≤1500 grams birth weight or ≤30 weeks gestational age from 2 academic neonatal intensive care units were eligible for this study. Infants were excluded if they were too unstable to participate in ophthalmologic examination (2), had inadequate image quality (20), or received prior ROP treatment (2). Multivariate models were created using demographic variables and imaging findings to identify early referral-warranted ROP (referral-warranted ROP and/or pre-plus disease) by routine indirect ophthalmoscopy. Results A total of 167 imaging sessions of 71 infants (45% male infants, gestational age 28.2+/-2.8 weeks, and birth weight 995.6+/-292.0 grams) were included. Twelve of 71 infants (17%) developed early referral-warranted ROP. The area under the receiver operating characteristic curve (AUC) was 0.94 for the generalized linear mixed model (sensitivity = 95.5% and specificity = 80.7%) and 0.83 for the machine learning model (sensitivity = 91.7% and specificity = 77.8%). The strongest variables in both models were birth weight, image-based Vitreous Opacity Ratio (an estimate of opacity density), vessel elevation, and hyporeflective vessels. A model using only birth weight and gestational age yielded an AUC of 0.68 (sensitivity = 77.3% and specificity = 63.4%), and a model using only imaging biomarkers yielded 0.88 (sensitivity = 81.8% and specificity = 84.8%). Conclusions A generalized linear mixed model containing handheld OCT biomarkers can identify early referral-warranted ROP. Machine learning produced a less optimal model. Translational Relevance With further validation, this work may lead to a better-tolerated ROP screening tool.
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Affiliation(s)
- Alex T. Legocki
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - Aaron Y. Lee
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
- The Roger and Angie Karalis Johnson Retina Center, Seattle, WA, USA
| | - Leona Ding
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - Yasman Moshiri
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA
| | - Emily M. Zepeda
- Department of Ophthalmology, Dean McGee Eye Institute, University of Oklahoma, Oklahoma City, OK, USA
| | - Thomas B. Gillette
- Department of Ophthalmology, University of South Florida Eye Institute, Tampa, FL, USA
| | - Laura E. Grant
- Department of Ophthalmology, Millman-Derr Center for Eye Care, Rochester Hills, MI, USA
| | - Ayesha Shariff
- Department of Ophthalmology, New Mexico Veterans Affairs Medical Center, University of New Mexico, Albuquerque, NM, USA
| | - Phanith Touch
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - Cecilia S. Lee
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
- The Roger and Angie Karalis Johnson Retina Center, Seattle, WA, USA
| | - Kristina Tarczy-Hornoch
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, USA
| | - Michelle T. Cabrera
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, USA
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Lawson SE, Tam EK, Zheng Y, Liu T, Monger TR, Lee KE, Legocki A, Kelly J, Ding L, Wang RK, Tarczy-Hornoch K, Cabrera MT. Semi-Automated Analysis of Foveal Maturity in Premature and Full-Term Infants Using Handheld Swept-Source Optical Coherence Tomography. Transl Vis Sci Technol 2023; 12:5. [PMID: 36881403 PMCID: PMC10010441 DOI: 10.1167/tvst.12.3.5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023] Open
Abstract
Purpose To develop a semi-automated method of measuring foveal maturity using investigational handheld swept source-optical coherence tomography (SS-OCT). Methods In this prospective, observational study, full-term newborns and preterm infants undergoing routine retinopathy of prematurity screening were imaged. Semi-automated analysis measured foveal angle and chorioretinal thicknesses at the central fovea and average two-sided parafovea by three-grader consensus, correlating with OCT features and demographics. Results One hundred ninety-four imaging sessions from 70 infants were included (47.8% girls, 37.6 ± 3.4 weeks postmenstrual age, 26 preterm infants with birth weight 1057 ± 325.0, gestational age 29.0 ± 3.0 weeks). Foveal angle (96.1 ± 22.0 degrees) steepened with increasing birth weight (P = 0.003), decreasing inner retinal layer thickness, and increasing gestational age, postmenstrual age, and foveal and parafoveal choroidal thickness (all P < 0.001). Inner retinal fovea/parafovea ratio (0.4 ± 0.2) correlated with increasing inner foveal layers, decreasing postmenstrual age, gestational age, and birth weight (all P < 0.001). Outer retinal F/P ratio (0.7 ± 0.2) correlated with ellipsoid zone presence (P < 0.001), increased gestational age (P = 0.002), and birth weight (P = 0.003). Foveal (447.8 ± 120.6 microns) and parafoveal (420.9 ± 109.2) choroidal thicknesses correlated with foveal ellipsoid zone presence (P = 0.007 and P = 0.01, respectively), postmenstrual age, birth weight, gestational age, and decreasing inner retinal layers (all P < 0.001). Conclusions Foveal development is dynamic and partially observed through semi-automated analysis of handheld SS-OCT imaging. Translational Relevance Semi-automated analysis of SS-OCT images can identify measures of foveal maturity.
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Affiliation(s)
- Sumner E Lawson
- University of Washington School of Medicine, Seattle, WA, USA
| | - Emily K Tam
- Division of Ophthalmology Seattle Children's Hospital, Seattle, WA, USA.,Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - Yujiao Zheng
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Teng Liu
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Tatiana R Monger
- Division of Ophthalmology Seattle Children's Hospital, Seattle, WA, USA
| | - Karen E Lee
- Pediatric Ophthalmology Service, Wills Eye Hospital, Philadelphia, PA, USA
| | - Alex Legocki
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - John Kelly
- Division of Ophthalmology Seattle Children's Hospital, Seattle, WA, USA
| | - Leona Ding
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - Ruikang K Wang
- Department of Ophthalmology, University of Washington, Seattle, WA, USA.,Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Kristina Tarczy-Hornoch
- Division of Ophthalmology Seattle Children's Hospital, Seattle, WA, USA.,Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - Michelle T Cabrera
- Division of Ophthalmology Seattle Children's Hospital, Seattle, WA, USA.,Department of Ophthalmology, University of Washington, Seattle, WA, USA
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Alexopoulos P, Madu C, Wollstein G, Schuman JS. The Development and Clinical Application of Innovative Optical Ophthalmic Imaging Techniques. Front Med (Lausanne) 2022; 9:891369. [PMID: 35847772 PMCID: PMC9279625 DOI: 10.3389/fmed.2022.891369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 05/23/2022] [Indexed: 11/22/2022] Open
Abstract
The field of ophthalmic imaging has grown substantially over the last years. Massive improvements in image processing and computer hardware have allowed the emergence of multiple imaging techniques of the eye that can transform patient care. The purpose of this review is to describe the most recent advances in eye imaging and explain how new technologies and imaging methods can be utilized in a clinical setting. The introduction of optical coherence tomography (OCT) was a revolution in eye imaging and has since become the standard of care for a plethora of conditions. Its most recent iterations, OCT angiography, and visible light OCT, as well as imaging modalities, such as fluorescent lifetime imaging ophthalmoscopy, would allow a more thorough evaluation of patients and provide additional information on disease processes. Toward that goal, the application of adaptive optics (AO) and full-field scanning to a variety of eye imaging techniques has further allowed the histologic study of single cells in the retina and anterior segment. Toward the goal of remote eye care and more accessible eye imaging, methods such as handheld OCT devices and imaging through smartphones, have emerged. Finally, incorporating artificial intelligence (AI) in eye images has the potential to become a new milestone for eye imaging while also contributing in social aspects of eye care.
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Affiliation(s)
- Palaiologos Alexopoulos
- Department of Ophthalmology, NYU Langone Health, NYU Grossman School of Medicine, New York, NY, United States
| | - Chisom Madu
- Department of Ophthalmology, NYU Langone Health, NYU Grossman School of Medicine, New York, NY, United States
| | - Gadi Wollstein
- Department of Ophthalmology, NYU Langone Health, NYU Grossman School of Medicine, New York, NY, United States
- Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY, United States
- Center for Neural Science, College of Arts & Science, New York University, New York, NY, United States
| | - Joel S. Schuman
- Department of Ophthalmology, NYU Langone Health, NYU Grossman School of Medicine, New York, NY, United States
- Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY, United States
- Center for Neural Science, College of Arts & Science, New York University, New York, NY, United States
- Department of Electrical and Computer Engineering, NYU Tandon School of Engineering, Brooklyn, NY, United States
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