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Wang H, Cao L, Kwapong WR, Liu R, Yan Y, Wan J, Liu G, Hu F, Wu B. RETINAL ISCHEMIC PERIVASCULAR LESIONS ARE ASSOCIATED WITH INCREASED CAROTID ARTERY STENOTIC DEGREE. Retina 2025; 45:748-755. [PMID: 39652820 DOI: 10.1097/iae.0000000000004354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2025]
Abstract
PURPOSE Retinal ischemic perivascular lesions (RIPLs) have been reported as potential biomarkers for cardiovascular diseases and stroke. The authors aimed to investigate the RIPLs in patients with carotid artery stenosis (CAS) and their association with stenotic degree. METHODS Patients with unilateral CAS or carotid artery occlusion were recruited. Optical coherence tomography was conducted for assessing the presence, number, and distribution of RIPLs. Optical coherence tomography angiography was used for evaluating microvascular density in superficial vascular complex and deep vascular complex. RESULTS Eight hundred and fifty-four eyes from 474 patients with CAS were included. Ipsilateral eyes had more PRILs compared with contralateral eyes (all P < 0.01). Patients with CAS with cerebral infarction had a higher incidence and broader distribution of RIPLs compared with those without infarction (both P < 0.05). The presence, number, and distribution of RIPLs were positively associated with stenotic degree (all P < 0.001). Eyes with RIPLs had lower superficial vascular complex density ( P = 0.020) compared with eyes without RIPLs. CONCLUSION Retinal ischemic perivascular lesions are anatomical markers of ischemia and are suggested to be associated with cerebral infarction and stenotic degree in patients with CAS. Optical coherence tomography/optical coherence tomography angiography is a noninvasive tool to detect retinal ischemic changes and quantitatively measure retinal microvascular changes in patients with CAS.
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Affiliation(s)
- Hang Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Le Cao
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | | | - Ruishan Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Yuyin Yan
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Jincheng Wan
- Department of Respiratory and Critical Care Medicine, Minda Hospital of Hubei Minzu University, Enshi, China ; and
| | - Guina Liu
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, China
| | - Fayun Hu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Bo Wu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
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2
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Fumi D, Ruggeri F, Fasciolo D, Antonello E, Burtini G, Abdolrahimzadeh S. Paracentral Acute Middle Maculopathy (PAMM) in Ocular Vascular Diseases-What We Know and Future Perspectives. Vision (Basel) 2025; 9:19. [PMID: 40137931 PMCID: PMC11946784 DOI: 10.3390/vision9010019] [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: 11/06/2024] [Revised: 02/20/2025] [Accepted: 02/28/2025] [Indexed: 03/29/2025] Open
Abstract
Paracentral acute middle maculopathy (PAMM) is a macular condition primarily detected using optical coherence tomography (OCT) imaging. It presents as hyperreflective bands within the inner nuclear layer (INL) of the retina, often leading to localized degenerative phenomena. PAMM is a condition that reveals a dysfunction in the microvascular network of the retina. However, it is not an isolated phenomenon but rather an indicator of deeper and even systemic, prevalently vascular-related issues related to a wide array of conditions that impact circulation, including retinal vein and artery occlusion, diabetic retinopathy, and hypertensive retinal vascular changes. PAMM occurs due to impaired perfusion within the retinal deep capillary plexus, clinically leading to subtle but noticeable blind spots (scotomas) in the central visual field. Recent advances in imaging technology, particularly optical coherence tomography angiography (OCTA), have provided a clearer view of the underlying vascular alterations. Thus, PAMM may currently serve as a biomarker in broader ocular and systemic pathologies before disease progression. This review explores the latest reports in the literature on PAMM, from its characteristic imaging features to the evolving theories behind its development. By bridging the gap between ophthalmology and systemic health, PAMM may facilitate earlier diagnosis and tailored management strategies for conditions that extend far beyond the eye. Understanding this entity could ultimately transform our approach to assessing vascular health toward further research, risk prediction, and patient care.
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Affiliation(s)
- Daniele Fumi
- Ophthalmology Unit, Neurosciences, Mental Health, and Sense Organs (NESMOS) Department, Faculty of Medicine and Psychology, University of Rome Sapienza, 00185 Rome, Italy
| | - Francesco Ruggeri
- Ophthalmology Unit, Neurosciences, Mental Health, and Sense Organs (NESMOS) Department, Faculty of Medicine and Psychology, University of Rome Sapienza, 00185 Rome, Italy
| | - Davide Fasciolo
- Ophthalmology Unit, Neurosciences, Mental Health, and Sense Organs (NESMOS) Department, Faculty of Medicine and Psychology, University of Rome Sapienza, 00185 Rome, Italy
| | - Elettra Antonello
- Ophthalmology Unit, Neurosciences, Mental Health, and Sense Organs (NESMOS) Department, Faculty of Medicine and Psychology, University of Rome Sapienza, 00185 Rome, Italy
| | - Giammarco Burtini
- Ophthalmology Unit, Neurosciences, Mental Health, and Sense Organs (NESMOS) Department, Faculty of Medicine and Psychology, University of Rome Sapienza, 00185 Rome, Italy
| | - Solmaz Abdolrahimzadeh
- Ophthalmology Unit, Neurosciences, Mental Health, and Sense Organs (NESMOS) Department, Faculty of Medicine and Psychology, University of Rome Sapienza, 00185 Rome, Italy
- St. Andrea Hospital, Via di Grottarossa, 1035/1039, 00189 Rome, Italy
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3
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Sakuno G, Sarraf D, Sadda SR, Preti RC, Oliveira BPM, Damico FM. Coronary artery and retinal vascularization by optical coherence tomography angiography: are eyes the window to the heart? Graefes Arch Clin Exp Ophthalmol 2025:10.1007/s00417-025-06769-x. [PMID: 39954049 DOI: 10.1007/s00417-025-06769-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Revised: 01/28/2025] [Accepted: 02/04/2025] [Indexed: 02/17/2025] Open
Abstract
PURPOSE Coronary artery disease (CAD) is the leading cause of death in the United States and its assessment still relies on invasive diagnostic procedures requiring contrast, such as coronary angiography (CAG) or computed tomography angiography (CCTA). The retinal vasculature is the only microvascular site in the human body that can be assessed non-invasively, and it has been described as a promising method for predicting cardiovascular risk since the classification of hypertensive retinopathy in the 19th century. Unfortunately, most classifications still rely on qualitative findings, which exhibit high rates of interobserver and intraobserver variability. With advances in ophthalmology exams, particularly the advent of optical coherence tomography angiography (OCTA), the capability of quantitatively assessing retinal vasculature can enable a more reliable non-invasive exam that could aid in estimating cardiovascular risk and assessing coronary lesions. This review aims to provide an extensive overview of the available evidence establishing the correlation of retinal and choroidal microvascular damage observed in OCTA and parameters such as coronary stenosis grade, number of affected vessels and scores like Gensini and SYNTAX evaluated via CAG or CCTA. METHODS Review of the literature published until December 2024 on PubMed/MEDLINE, SCOPUS and EMBASE by searching "optical coherence tomography angiography" or "OCTA" AND "Coronary artery disease" or "Coronary heart disease". RESULTS Findings from sixteen studies suggest a potential correlation between vascular parameters in OCTA and results from coronary exams. Reductions in vessel density analysis of the retinal plexus, especially the superficial capillary plexus (SCP), could improve patient selection and diagnostic yield for more invasive diagnostic procedures, such as CAG and CCTA. CONCLUSION OCTA is a non-invasive technology that can provide visualization and quantification of retinal microvascular disfunction that may correlate with macrovascular disease, particularly in the coronary circulation. Longitudinal assessment of quantitative OCTA parameters may provide biomarkers for monitoring CAD patients over time.
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Affiliation(s)
- Gustavo Sakuno
- Department of Ophthalmology, University of Sao Paulo Medical School, Sao Paulo, SP, Brazil
| | - David Sarraf
- Department of Ophthalmology, David Geffen School of Medicine Stein Eye Institute, University of California, Los Angeles, CA, USA
| | - SriniVas R Sadda
- Department of Ophthalmology, David Geffen School of Medicine Stein Eye Institute, University of California, Los Angeles, CA, USA
- Doheny Eye Institute, Los Angeles, CA, USA
| | - Rony C Preti
- Department of Ophthalmology, University of Sao Paulo Medical School, Sao Paulo, SP, Brazil
| | - Breno P M Oliveira
- Department of Ophthalmology, University of Sao Paulo Medical School, Sao Paulo, SP, Brazil
| | - Francisco Max Damico
- Department of Ophthalmology, University of Sao Paulo Medical School, Sao Paulo, SP, Brazil.
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4
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Colcombe J, Solli E, Kaiser A, Ranadive I, Bolneni S, Berger J, Garshick M, Modi Y. The Use of Retinal Imaging Including Fundoscopy, OCT, and OCTA for Cardiovascular Risk Stratification and the Detection of Subclinical Atherosclerosis. Curr Atheroscler Rep 2025; 27:23. [PMID: 39775159 DOI: 10.1007/s11883-024-01268-6] [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] [Accepted: 12/17/2024] [Indexed: 01/11/2025]
Abstract
PURPOSE OF REVIEW Cardiovascular disease (CVD) is a leading cause of preventable morbidity and mortality globally, and retinal imaging modalities (old and new) are being explored as noninvasive tools to predict latent atherosclerosis and cardiovascular disease. This review focuses on the emerging promise of fundoscopy, optical coherence tomography (OCT), and optical coherence tomography angiography (OCTA) in CVD prognostication. RECENT FINDINGS High-quality studies have established the utility of vessel-based parameters and discrete conditions diagnosable via fundoscopy in subclinical atherosclerosis detection or CVD prediction. Recent research shows OCT measurements of different retinal layers and specific imaging findings (such as retinal ischemic perivascular lesions) are widely accessible and objective biomarkers for incipient CVD and ensuing risk. Myriad OCTA metrics appear to reliably inform on current CVD burden and cardiovascular risk. Fundoscopy, OCT, and OCTA all have a growing body of literature supporting their utility as adjuncts in CVD prediction and risk stratification.
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Affiliation(s)
- Joseph Colcombe
- Department of Ophthalmology, NYU Langone Medical Center, New York, USA.
| | - Elena Solli
- Department of Ophthalmology, NYU Langone Medical Center, New York, USA
| | - Alexis Kaiser
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, USA
| | - Isha Ranadive
- Department of Cardiology, Mount Sinai Medical Center, New York, USA
| | - Swathi Bolneni
- Department of Cardiology, NYU Langone Medical Center, New York, USA
| | - Jeffrey Berger
- Department of Cardiology, NYU Langone Medical Center, New York, USA
| | - Michael Garshick
- Department of Cardiology, NYU Langone Medical Center, New York, USA
| | - Yasha Modi
- Department of Ophthalmology, NYU Langone Medical Center, New York, USA
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5
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Ben Aoun S, Sassi H, Mzoughi K, Saidane S, Ferchichi M, Fekih K, Cheour M. Variation of retinal and choroidal microvascularization after an exercise stress test in patients with effort angina. Eur J Ophthalmol 2025; 35:314-323. [PMID: 39051570 DOI: 10.1177/11206721241262838] [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] [Indexed: 07/27/2024]
Abstract
PURPOSE To describe retinal and choroidal vascular changes following an exercise stress test (ET) in patients with effort angina and to determine whether optical coherence tomography angiography (OCT-A) could play a role in the prediction of ischemic cardiac events. METHODS Prospective comparative study including patients with effort angina. All patients underwent OCT-A before and after an ET was performed. Blood flow, intercapillary spaces, and vessel density were analyzed in the superficial capillary plexus (SCP) and the deep capillary plexus (DCP). Vessel density in the choriocapillaris and the parameters of the central avascular zone (CAZ) were also analyzed. RESULTS Of the 38 eyes included in the study, a decrease in blood flow was found in 39.5% in the large SCP vessels, in 50% in the capillaris of the SCP, and in 81.6% in the DCP. An increase in intercapillary spaces was observed in the SCP in 68.4% of eyes and in the DCP in 55.3% of eyes. A statistically significant decrease in the DCP density was observed after an ET (p = 0.03). There were no significant modifications in the CAZ parameters, the SCP density, nor the choriocapillaris density. Patients with a positive ET had a decreased DCP density in 83.3%. Among patients with an increased DCP density, 92.85% had a negatif ET. CONCLUSION This pilot study suggests that DCP density significantly decreases after an ET. The DCP appears to be most affected in patients with effort angina. A larger trial is needed to further investigate these hypotheses.
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Affiliation(s)
- Safa Ben Aoun
- Department of ophthalmology, Habib Thameur University Hospital, Tunis, Tunisia
- Université Tunis El Manar, Faculté de médecine de Tunis, Tunis, Tunisia
| | - Hela Sassi
- Department of ophthalmology, Habib Thameur University Hospital, Tunis, Tunisia
- Université Tunis El Manar, Faculté de médecine de Tunis, Tunis, Tunisia
| | - Khadija Mzoughi
- Université Tunis El Manar, Faculté de médecine de Tunis, Tunis, Tunisia
- Department of cardiology, Habib Thameur University Hospital, Tunis, Tunisia
| | - Syrine Saidane
- Université Tunis El Manar, Faculté de médecine de Tunis, Tunis, Tunisia
- Department of cardiology, Habib Thameur University Hospital, Tunis, Tunisia
| | - Moka Ferchichi
- Department of ophthalmology, Habib Thameur University Hospital, Tunis, Tunisia
- Université Tunis El Manar, Faculté de médecine de Tunis, Tunis, Tunisia
| | - Khawla Fekih
- Department of ophthalmology, Habib Thameur University Hospital, Tunis, Tunisia
- Université Tunis El Manar, Faculté de médecine de Tunis, Tunis, Tunisia
| | - Monia Cheour
- Department of ophthalmology, Habib Thameur University Hospital, Tunis, Tunisia
- Université Tunis El Manar, Faculté de médecine de Tunis, Tunis, Tunisia
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6
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Chew EY, Burns SA, Abraham AG, Bakhoum MF, Beckman JA, Chui TYP, Finger RP, Frangi AF, Gottesman RF, Grant MB, Hanssen H, Lee CS, Meyer ML, Rizzoni D, Rudnicka AR, Schuman JS, Seidelmann SB, Tang WHW, Adhikari BB, Danthi N, Hong Y, Reid D, Shen GL, Oh YS. Standardization and clinical applications of retinal imaging biomarkers for cardiovascular disease: a Roadmap from an NHLBI workshop. Nat Rev Cardiol 2025; 22:47-63. [PMID: 39039178 DOI: 10.1038/s41569-024-01060-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/21/2024] [Indexed: 07/24/2024]
Abstract
The accessibility of the retina with the use of non-invasive and relatively low-cost ophthalmic imaging techniques and analytics provides a unique opportunity to improve the detection, diagnosis and monitoring of systemic diseases. The National Heart, Lung, and Blood Institute conducted a workshop in October 2022 to examine this concept. On the basis of the discussions at that workshop, this Roadmap describes current knowledge gaps and new research opportunities to evaluate the relationships between the eye (in particular, retinal biomarkers) and the risk of cardiovascular diseases, including coronary artery disease, heart failure, stroke, hypertension and vascular dementia. Identified gaps include the need to simplify and standardize the capture of high-quality images of the eye by non-ophthalmic health workers and to conduct longitudinal studies using multidisciplinary networks of diverse at-risk populations with improved implementation and methods to protect participant and dataset privacy. Other gaps include improving the measurement of structural and functional retinal biomarkers, determining the relationship between microvascular and macrovascular risk factors, improving multimodal imaging 'pipelines', and integrating advanced imaging with 'omics', lifestyle factors, primary care data and radiological reports, by using artificial intelligence technology to improve the identification of individual-level risk. Future research on retinal microvascular disease and retinal biomarkers might additionally provide insights into the temporal development of microvascular disease across other systemic vascular beds.
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Affiliation(s)
- Emily Y Chew
- Division of Epidemiology and Clinical Applications, National Eye Institute, NIH, Bethesda, MD, USA.
| | - Stephen A Burns
- School of Optometry, Indiana University, Bloomington, IN, USA
| | - Alison G Abraham
- Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Mathieu F Bakhoum
- Departments of Ophthalmology and Visual Science and Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Joshua A Beckman
- Division of Vascular Medicine, University of Southwestern Medical Center, Dallas, TX, USA
| | - Toco Y P Chui
- Department of Ophthalmology, New York Eye and Ear Infirmary of Mount Sinai, New York, NY, USA
| | - Robert P Finger
- Department of Ophthalmology, Mannheim Medical Faculty, University of Heidelberg, Mannheim, Germany
| | - Alejandro F Frangi
- Division of Informatics, Imaging and Data Science (School of Health Sciences), Department of Computer Science (School of Engineering), University of Manchester, Manchester, UK
- Alan Turing Institute, London, UK
| | - Rebecca F Gottesman
- Stroke Branch, National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD, USA
| | - Maria B Grant
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama Heersink School of Medicine, Birmingham, AL, USA
| | - Henner Hanssen
- Department of Sport, Exercise and Health, University of Basel, Basel, Switzerland
| | - Cecilia S Lee
- Department of Ophthalmology, University of Washington, Seattle, WA, USA
| | - Michelle L Meyer
- Department of Emergency Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Damiano Rizzoni
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Alicja R Rudnicka
- Population Health Research Institute, St. George's University of London, London, UK
| | - Joel S Schuman
- Wills Eye Hospital, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Sara B Seidelmann
- Department of Clinical Medicine, Columbia College of Physicians and Surgeons, Greenwich, CT, USA
| | - W H Wilson Tang
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Bishow B Adhikari
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD, USA
| | - Narasimhan Danthi
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD, USA
| | - Yuling Hong
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD, USA
| | - Diane Reid
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD, USA
| | - Grace L Shen
- Retinal Diseases Program, Division of Extramural Science Programs, National Eye Institute, NIH, Bethesda, MD, USA
| | - Young S Oh
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD, USA
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7
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Sen S, Khalid H, Udaya P, Raman R, Rajendram R, ElHousseini Z, Nicholson L, Kannan NB, Ramasamy K, Kumaragurupari T. Ultrastructural imaging biomarkers in diabetic macular edema: A major review. Indian J Ophthalmol 2025; 73:S7-S23. [PMID: 39723865 PMCID: PMC11834929 DOI: 10.4103/ijo.ijo_878_24] [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: 04/14/2024] [Revised: 10/02/2024] [Accepted: 10/10/2024] [Indexed: 12/28/2024] Open
Abstract
Diabetic macular edema (DME) is a vision-threatening complication of diabetic retinopathy and causes significant morbidity in patients. Anti-vascular endothelial growth factor (VEGF) agents are the mainstay of treatment for DME, with steroid implants being used for the treatment of anti-VEGF resistant eyes. Over the years, several classification systems have been devised to describe the patterns of DME using optical coherence tomography (OCT). With the advent of effective treatments, it has become imperative that imaging cues are not merely used for classifying the disease but also as biomarkers for prognostication of disease activity and treatment response. In this aspect, newer imaging findings such as hyperreflective dots, photoreceptor integrity, and disorganization of retinal inner layers have been characterized in detail by several authors. Macular perfusion analysis using OCT angiography is the latest in the armamentarium for imaging DME. In this narrative review, we have summarized all relevant literature related to the ultrastructural imaging-based biomarkers of DME and their correlation to treatment.
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Affiliation(s)
- Sagnik Sen
- Department of Medical Retina, Moorfields Eye Hospital, London, UK
- Department of Vitreoretina, St Thomas Hospital, London, UK
- UCL Institute of Ophthalmology, London, UK
- Department of Vitreoretina, Aravind Eye Hospital, Madurai, India
| | - Hagar Khalid
- Department of Medical Retina, Moorfields Eye Hospital, London, UK
- Department of Ophthalmology, Tanta University, Egypt
| | - Prithviraj Udaya
- Department of Vitreoretina, Aravind Eye Hospital, Madurai, India
| | - Rajiv Raman
- Department of Vitreoretina, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - Ranjan Rajendram
- Department of Medical Retina, Moorfields Eye Hospital, London, UK
| | - Zein ElHousseini
- Department of Ophthalmology, Royal Free London NHS Foundation Trust, London, UK
| | - Luke Nicholson
- Department of Medical Retina, Moorfields Eye Hospital, London, UK
| | | | - Kim Ramasamy
- Department of Vitreoretina, Aravind Eye Hospital, Madurai, India
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8
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Runsewe OI, Srivastava SK, Sharma S, Chaudhury P, Tang WHW. Optical coherence tomography angiography in cardiovascular disease. Prog Cardiovasc Dis 2024; 87:60-72. [PMID: 39442597 PMCID: PMC11611605 DOI: 10.1016/j.pcad.2024.10.011] [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: 10/19/2024] [Accepted: 10/19/2024] [Indexed: 10/25/2024]
Abstract
Endothelial dysfunction and microvascular remodeling underly the development and progression of a host of cardiovascular disease (CVD). However, current methods to assess coronary epicardial microvascular function are invasive, time-intensive, and costly. Optical coherence tomography angiography (OCTA) is an established technology within ophthalmology that provides a quick, noninvasive assessment of vascular structures within the retina. As a growing body of evidence reveals strong associations between the retinal changes on OCTA and the development and progression of CVD, OCTA may indeed be a surrogate test for end-organ dysfunction. OCTA has potential to enhance diagnostic performance, refine cardiovascular risk assessment, strengthen prognostication, and ultimately, improve patient care. We explore the current literature on OCTA in cardiovascular diseases to summarize the clinical utility of retinal OCTA imaging and discuss next-generation cardiovascular applications.
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Affiliation(s)
- Oluwapeyibomi I Runsewe
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, United States of America
| | - Sunil K Srivastava
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States of America
| | - Sumit Sharma
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH, United States of America
| | - Pulkit Chaudhury
- Department of Cardiovascular Medicine, Heart Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, United States of America
| | - W H Wilson Tang
- Department of Cardiovascular Medicine, Heart Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, United States of America.
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9
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Bakhoum CY, Au A, Bousquet E, Matesva M, Singer MB, Jayaraj C, Romero‐Morales VA, Somisetty S, Santina A, Bajar B, DeMaria AN, Goldbaum MH, Meadows J, Spatz ES, Sarraf D, Bakhoum MF. Retinal Ischemic Perivascular Lesions Are Associated With Stroke in Individuals With Atrial Fibrillation. J Am Heart Assoc 2024; 13:e035079. [PMID: 39190603 PMCID: PMC11646541 DOI: 10.1161/jaha.123.035079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 05/15/2024] [Indexed: 08/29/2024]
Affiliation(s)
- Christine Y. Bakhoum
- Section of Nephrology, Department of PediatricsYale University School of MedicineNew HavenCTUSA
- Clinical and Translational Research Accelerator, Department of MedicineYale University School of MedicineNew HavenCTUSA
| | - Adrian Au
- Department of Ophthalmology, David Geffen School of MedicineStein Eye Institute, University of California Los AngelesCAUSA
| | - Elodie Bousquet
- Department of Ophthalmology, David Geffen School of MedicineStein Eye Institute, University of California Los AngelesCAUSA
| | - Mitchelle Matesva
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
| | - Maxwell B. Singer
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
| | - Christina Jayaraj
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
| | - Veronica A. Romero‐Morales
- Department of Ophthalmology, David Geffen School of MedicineStein Eye Institute, University of California Los AngelesCAUSA
| | - Swathi Somisetty
- Department of Ophthalmology, David Geffen School of MedicineStein Eye Institute, University of California Los AngelesCAUSA
| | - Ahmad Santina
- Department of Ophthalmology, David Geffen School of MedicineStein Eye Institute, University of California Los AngelesCAUSA
| | - Bryce Bajar
- Department of Ophthalmology, David Geffen School of MedicineStein Eye Institute, University of California Los AngelesCAUSA
| | - Anthony N. DeMaria
- Division of Cardiology, Department of Medicine, Sulpizio Cardiovascular CenterUniversity of California, San DiegoLa JollaCAUSA
| | | | - Judith Meadows
- Division of Cardiology, Department of MedicineYale University School of MedicineNew HavenCTUSA
| | - Erica S. Spatz
- Division of Cardiology, Department of MedicineYale University School of MedicineNew HavenCTUSA
| | - David Sarraf
- Department of Ophthalmology, David Geffen School of MedicineStein Eye Institute, University of California Los AngelesCAUSA
- Greater Los Angeles VA Healthcare CenterLos AngelesCAUSA
| | - Mathieu F. Bakhoum
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
- Department of PathologyYale University School of MedicineNew HavenCTUSA
- Yale Cancer CenterYale UniversityNew HavenCTUSA
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10
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Bousquet E, Santina A, Au A, Somisetty S, Abraham N, Voichanski S, Estawro R, Fouad YA, Romero-Morales V, Bakhoum MF, Sarraf D. Retinal Ischemic Perivascular Lesions Are Associated With Myocardial Infarction in Patients With Coronary Artery Disease. Am J Ophthalmol 2024; 264:224-228. [PMID: 38552932 DOI: 10.1016/j.ajo.2024.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 03/14/2024] [Accepted: 03/17/2024] [Indexed: 07/20/2024]
Abstract
PURPOSE To evaluate the association of retinal ischemic perivascular lesions (RIPLs) with myocardial infarction (MI) among patients diagnosed with coronary artery diseases (CAD). DESIGN Retrospective cross-sectional study. METHODS Consecutive patients (317 patients) with CAD who underwent macular spectral domain optical coherence tomography (SD-OCT) were captured. Patients with CAD who developed MI were compared to those without MI. SD-OCT were reviewed by 2 independent and masked graders for the presence of RIPLs. Medical records were reviewed. Multivariate logistic regression analysis was used to evaluate the relationship between RIPLs and MI including the following covariates age, gender, smoking status, hypertension, diabetes, dyslipidemia and body mass index. RESULTS Of 317 patients with CAD for whom OCT scans were available to study, there were 54 (17%) with a history of MI. A higher prevalence of RIPLs was observed in the MI group compared to the non-MI group (59.3% vs 35.7%; P < .001). The presence of RIPLs was significantly associated with MI with an odds ratio of 3 (1.91-4.74; P < .001), after adjusting for age, gender, smoking status, hypertension, diabetes, dyslipidemia, and body mass index. CONCLUSIONS The presence of RIPLs, detected with SD-OCT, is significantly associated with MI in patients with CAD. These findings underscore the potential clinical utility of incorporating RIPL evaluation in the medical management of CAD.
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Affiliation(s)
- Elodie Bousquet
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Department of Ophthalmology (E.B.), University of Paris Cité, Lariboisière Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Ahmad Santina
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Adrian Au
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Swathi Somisetty
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Neda Abraham
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Shilo Voichanski
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Retina unit, Ophthalmology Department (S.V.), Hadassah Medical Center and The Hebrew University of Jerusalem, Jerusalem, Israël
| | - Rania Estawro
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Retina Department (R.E.), Al-Watany Eye Hospital, Cairo, Egypt
| | - Yousef A Fouad
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Department of Ophthalmology (Y.A.F.), Ain Shams University Hospitals, Cairo, Egypt
| | - Veronica Romero-Morales
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Department of Retina (V.R.), Instituto Mexicano de Oftalmología, Querétaro, México
| | - Mathieu F Bakhoum
- Department of Ophthalmology and Visual Science (M.F.B.), Yale University School of Medicine, New Haven, USA; Department of Pathology (M.F.B.), Yale University School of Medicine, New Haven, USA; Yale Cancer Center (M.F.B.), Yale University, New Haven, USA
| | - David Sarraf
- Form the Retinal Disorders and Ophthalmic Genetics Division (E.B., A.S., A.A., S.S., N.A., S.V., R.E., Y.A.F., V.R., D.S.), Stein Eye Institute, University of California Los Angeles, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Greater Los Angeles VA Healthcare Center (D.S.), Los Angeles, California, USA.
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11
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Kwapong WR, Yan Y, Cao L, Wang H, Ye C, Jiang S, Tao W, Wu B. Retinal Ischemic Perivascular Lesion Reflects Cerebral Small Vessel Disease Burden in Single Subcortical Infarction. J Am Heart Assoc 2024; 13:e033081. [PMID: 38639343 PMCID: PMC11179934 DOI: 10.1161/jaha.123.033081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 03/27/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND Retinal ischemic perivascular lesions (RIPLs) are an indicator of ischemia in the middle retina. We aimed to determine the relationship between RIPLs and single subcortical infarction (SSI). We also investigated the differences in cerebral small vessel disease imaging burden between groups with and without RIPLs in SSI. METHODS AND RESULTS In this case-control study, we enrolled 82 patients with SSI and 72 nonstroke controls. All participants underwent magnetic resonance imaging and swept-source optical coherence tomography/optical coherence tomography angiography. Small vessel disease markers such as lacunes, cerebral microbleeds, white matter hyperintensity, and perivascular spaces were rated on brain imaging. RIPLs were assessed via swept-source optical coherence tomography. Optical coherence tomography angiography was used to measure the superficial vascular complex and deep vascular complex of the retina. After adjusting for risk factors, the presence of RIPLs was significantly associated with SSI (odds ratio [OR], 1.506 [95% CI, 1.365-1.662], P<0.001). Eyes with RIPLs showed lower deep vascular complex density (P=0.035) compared with eyes without RIPLs in patients with SSI. After adjusting for vascular risk factors, the presence of RIPLs in patients with SSI was associated with an increased periventricular white matter hyperintensity burden (β=0.414 [95% CI, 0.181-0.647], P<0.001) and perivascular spaces-basal ganglia (β=0.296 [95% CI, 0.079-0.512], P=0.008). CONCLUSIONS RIPLs are associated with SSI independent of underlying risk factors. The relationship between the presence of RIPLs and small vessel disease markers provides evidence that RIPLs might be an additional indicator of cerebral ischemic changes.
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Affiliation(s)
- William R. Kwapong
- Department of NeurologyWest China Hospital, Sichuan UniversityChengduChina
| | - Yuying Yan
- Department of NeurologyWest China Hospital, Sichuan UniversityChengduChina
| | - Le Cao
- Department of NeurologyWest China Hospital, Sichuan UniversityChengduChina
| | - Hang Wang
- Department of NeurologyWest China Hospital, Sichuan UniversityChengduChina
| | - Chen Ye
- Department of NeurologyWest China Hospital, Sichuan UniversityChengduChina
| | - Shuai Jiang
- Department of NeurologyWest China Hospital, Sichuan UniversityChengduChina
| | - Wendan Tao
- Department of NeurologyWest China Hospital, Sichuan UniversityChengduChina
| | - Bo Wu
- Department of NeurologyWest China Hospital, Sichuan UniversityChengduChina
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12
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Drakopoulos M, Zhang KX, Zhang DL, Nadel A, Bains HK, Marchese A, Mirza RG. Independence of Ocular Biomarkers of Cardiac Risk in Macular Degeneration. Ophthalmol Retina 2024; 8:309-311. [PMID: 37981234 DOI: 10.1016/j.oret.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 11/08/2023] [Accepted: 11/13/2023] [Indexed: 11/21/2023]
Affiliation(s)
- Michael Drakopoulos
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Kevin X Zhang
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - David L Zhang
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Arnold Nadel
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Harnaina K Bains
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Alessandro Marchese
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Rukhsana G Mirza
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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13
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Li D, Ran AR, Cheung CY, Prince JL. Deep learning in optical coherence tomography: Where are the gaps? Clin Exp Ophthalmol 2023; 51:853-863. [PMID: 37245525 PMCID: PMC10825778 DOI: 10.1111/ceo.14258] [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: 03/31/2023] [Revised: 04/24/2023] [Accepted: 05/03/2023] [Indexed: 05/30/2023]
Abstract
Optical coherence tomography (OCT) is a non-invasive optical imaging modality, which provides rapid, high-resolution and cross-sectional morphology of macular area and optic nerve head for diagnosis and managing of different eye diseases. However, interpreting OCT images requires experts in both OCT images and eye diseases since many factors such as artefacts and concomitant diseases can affect the accuracy of quantitative measurements made by post-processing algorithms. Currently, there is a growing interest in applying deep learning (DL) methods to analyse OCT images automatically. This review summarises the trends in DL-based OCT image analysis in ophthalmology, discusses the current gaps, and provides potential research directions. DL in OCT analysis shows promising performance in several tasks: (1) layers and features segmentation and quantification; (2) disease classification; (3) disease progression and prognosis; and (4) referral triage level prediction. Different studies and trends in the development of DL-based OCT image analysis are described and the following challenges are identified and described: (1) public OCT data are scarce and scattered; (2) models show performance discrepancies in real-world settings; (3) models lack of transparency; (4) there is a lack of societal acceptance and regulatory standards; and (5) OCT is still not widely available in underprivileged areas. More work is needed to tackle the challenges and gaps, before DL is further applied in OCT image analysis for clinical use.
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Affiliation(s)
- Dawei Li
- College of Future Technology, Peking University, Beijing, China
| | - An Ran Ran
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Carol Y. Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Jerry L. Prince
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, Maryland, USA
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14
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Zhang DL, Zhang KX, Cheng BT, Heisel CJ, Nadel A, Eskandari MK, Mirza RG. Retinal Ischemic Perivascular Lesions are Increased in Carotid Artery Stenosis. Ophthalmol Retina 2023; 7:1020-1022. [PMID: 37495017 DOI: 10.1016/j.oret.2023.07.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 07/13/2023] [Accepted: 07/17/2023] [Indexed: 07/28/2023]
Affiliation(s)
- David L Zhang
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Kevin X Zhang
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Brian T Cheng
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Curtis J Heisel
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Arnold Nadel
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Mark K Eskandari
- Division of Vascular Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Rukhsana G Mirza
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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15
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Bousquet E, Santina A, Abraham N, Daily MJ, Sarraf D. Detection of Paracentral Acute Middle Maculopathy Can Prevent Blindness and Death. Retina 2023; 43:1827-1832. [PMID: 37748460 DOI: 10.1097/iae.0000000000003939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2023]
Affiliation(s)
- Elodie Bousquet
- Retinal Disorders and Ophthalmic Genetics Division, Stein Eye Institute, University of California Los Angeles, Los Angeles, California
| | - Ahmad Santina
- Retinal Disorders and Ophthalmic Genetics Division, Stein Eye Institute, University of California Los Angeles, Los Angeles, California
| | - Neda Abraham
- Retinal Disorders and Ophthalmic Genetics Division, Stein Eye Institute, University of California Los Angeles, Los Angeles, California
| | | | - David Sarraf
- Retinal Disorders and Ophthalmic Genetics Division, Stein Eye Institute, University of California Los Angeles, Los Angeles, California
- Greater Los Angeles Virginia Healthcare Center, Los Angeles, California
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16
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Colcombe J, Mundae R, Kaiser A, Bijon J, Modi Y. Retinal Findings and Cardiovascular Risk: Prognostic Conditions, Novel Biomarkers, and Emerging Image Analysis Techniques. J Pers Med 2023; 13:1564. [PMID: 38003879 PMCID: PMC10672409 DOI: 10.3390/jpm13111564] [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: 10/10/2023] [Revised: 10/26/2023] [Accepted: 10/26/2023] [Indexed: 11/26/2023] Open
Abstract
Many retinal diseases and imaging findings have pathophysiologic underpinnings in the function of the cardiovascular system. Myriad retinal conditions, new imaging biomarkers, and novel image analysis techniques have been investigated for their association with future cardiovascular risk or utility in cardiovascular risk prognostication. An intensive literature search was performed to identify relevant articles indexed in PubMed, Scopus, and Google Scholar for a targeted narrative review. This review investigates the literature on specific retinal disease states, such as retinal arterial and venous occlusions and cotton wool spots, that portend significantly increased risk of future cardiovascular events, such as stroke or myocardial infarction, and the implications for personalized patient counseling. Furthermore, conditions diagnosed primarily through retinal bioimaging, such as paracentral acute middle maculopathy and the newly discovered entity known as a retinal ischemic perivascular lesion, may be associated with future incident cardiovascular morbidity and are also discussed. As ever-more-sophisticated imaging biomarkers and analysis techniques are developed, the review concludes with a focused analysis of optical coherence tomography and optical coherence tomography angiography biomarkers under investigation for potential value in prognostication and personalized therapy in cardiovascular disease.
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Affiliation(s)
- Joseph Colcombe
- Department of Ophthalmology, NYU Langone Medical Center, New York, NY 10016, USA; (J.C.); (R.M.)
| | - Rusdeep Mundae
- Department of Ophthalmology, NYU Langone Medical Center, New York, NY 10016, USA; (J.C.); (R.M.)
| | - Alexis Kaiser
- College of Arts and Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jacques Bijon
- Vitreous Retina Macula Consultants of New York, New York, NY 10022, USA;
| | - Yasha Modi
- Department of Ophthalmology, NYU Langone Medical Center, New York, NY 10016, USA; (J.C.); (R.M.)
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17
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Ferrigno S, Conigliaro P, Rizza S, Longo S, Nesi C, Carlucci F, Bergamini A, Mancino R, Nucci C, Federici M, Chimenti MS, Cesareo M. Relationship between retinal microvascular impairment and subclinical atherosclerosis in SLE. Lupus Sci Med 2023; 10:e000977. [PMID: 37852671 PMCID: PMC10603324 DOI: 10.1136/lupus-2023-000977] [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: 06/17/2023] [Accepted: 09/19/2023] [Indexed: 10/20/2023]
Abstract
OBJECTIVES Patients with SLE have higher cardiovascular (CV) risk compared with healthy controls (HC) and are characterised by accelerated atherosclerosis; intima media thickness (IMT), marker of subclinical atherosclerosis, is higher in patients with SLE than in HCs. Retinal microvascular impairment detected through optical coherence tomography angiography (OCTA) was investigated as a marker of systemic vascular involvement in SLE.The aim of the study was to evaluate the relationship between retinal vascular impairment and IMT in SLE. METHODS Cross-sectional study recruiting patients with SLE and HCs. Data of the study population were collected. CV risk was evaluated through the American College of Cardiology/American Heart Association (ACC/AHA) guidelines, Framingham and QRESEARCH risk estimator V.3 (QRISK3) scores. Both groups underwent OCTA and carotid ultrasound with IMT assessment.Statistical analysis was accomplished using Pearson/Spearman, t-test/Mann-Whitney or χ2 test. Variables statistically significant at univariate regression analysis were tested in an age-corrected and sex-corrected multivariate regression model. RESULTS 43 patients with SLE and 34 HCs were recruited. Patients with SLE showed higher triglycerides (p=0.019), Triglycerides-Glucose (TyG) Index (p=0.035), ACC/AHA guidelines (p=0.001), Framingham Risk Scores (p=0.008) and a reduced superficial (p<0.001) and deep (p=0.005) whole retinal vessel density (VD) compared with HCs.In SLE univariate analysis, deep whole VD showed a negative correlation with IMT (p=0.027), age (p=0.001), systolic blood pressure (p=0.011), QRISK3 Score (p<0.001), Systemic Lupus International Collaborating Clinics Damage Index (p=0.006) and apolipoprotein B (p=0.021), while a positive correlation was found with female sex (p=0.029). Age-adjusted and sex-adjusted multivariate analysis confirmed QRISK3 Score (p=0.049) and IMT (p=0.039) to be independent risk factors for reduced retinal VD. CONCLUSIONS Patients with SLE showed lower retinal VD and higher CV risk indicators compared with HCs. Among patients with SLE, QRISK3 Score and IMT were found to be independent risk factors for retinal vascular impairment, suggesting a role of OCTA in evaluating preclinical CV involvement in SLE. Moreover, TyG Index could represent a biomarker of CV risk in patients with SLE compared with HCs.
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Affiliation(s)
- Sara Ferrigno
- Rheumatology, Allergology and Clinical Immunology, Department of 'Medicina dei Sistemi', University of Rome Tor Vergata, Rome, Italy
| | - Paola Conigliaro
- Rheumatology, Allergology and Clinical Immunology, Department of 'Medicina dei Sistemi', University of Rome Tor Vergata, Rome, Italy
| | - Stefano Rizza
- Department of 'Medicina dei Sistemi', University of Rome Tor Vergata, Rome, Italy
| | - Susanna Longo
- Department of 'Medicina dei Sistemi', University of Rome Tor Vergata, Rome, Italy
| | - Carolina Nesi
- Ophtalmology, Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - Federico Carlucci
- Ophtalmology, Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - Alberto Bergamini
- Rheumatology, Allergology and Clinical Immunology, Department of 'Medicina dei Sistemi', University of Rome Tor Vergata, Rome, Italy
| | - Raffaele Mancino
- Ophtalmology, Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - Carlo Nucci
- Ophtalmology, Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - Massimo Federici
- Department of 'Medicina dei Sistemi', University of Rome Tor Vergata, Rome, Italy
| | - Maria Sole Chimenti
- Rheumatology, Allergology and Clinical Immunology, Department of 'Medicina dei Sistemi', University of Rome Tor Vergata, Rome, Italy
| | - Massimo Cesareo
- Ophtalmology, Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
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18
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Bakhoum CY, Madala S, Lando L, Yarmohammadi A, Long CP, Miguez S, Chan AX, Singer M, Jin A, Steren BJ, Adabifirouzjaei F, Goldbaum MH, DeMaria AN, Sarraf D, Bakhoum MF. Retinal Ischemic Perivascular Lesions in Individuals With Atrial Fibrillation. J Am Heart Assoc 2023; 12:e028853. [PMID: 37577936 PMCID: PMC10492933 DOI: 10.1161/jaha.122.028853] [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: 11/16/2022] [Accepted: 06/12/2023] [Indexed: 08/15/2023]
Abstract
Background We previously demonstrated that retinal ischemic perivascular lesions (RIPLs), which are indicative of ischemia in the middle retina, may be a biomarker of ischemic cardiovascular disease. In this study, we sought to determine the relationship between RIPLs and atrial fibrillation, a common source of cardiac emboli. Methods and Results In this case-control study, we identified individuals between the ages of 50 and 90 years who had undergone macular spectral domain optical coherence tomography imaging. Individuals with atrial fibrillation were identified, and age- and sex-matched individuals from the same pool, but without a diagnosis of atrial fibrillation, were selected as controls. Spectral domain optical coherence tomography scans were reviewed by 3 independent and masked observers for presence of RIPLs. The relationship between RIPLs and atrial fibrillation was analyzed using multivariable logistic regression models. There were 106 and 91 subjects with and without atrial fibrillation, respectively. The percentage of subjects with RIPLs was higher in the atrial fibrillation group compared with the control group (57.5% versus 37.4%; P=0.005). After adjusting for age, sex, smoking history, hypertension, diabetes, coronary artery disease, carotid stenosis, stroke, and myocardial infarction, the presence of RIPLs was significantly associated with atrial fibrillation, with an odds ratio of 1.91 (95% CI, 1.01-3.59). Conclusions RIPLs are significantly associated with atrial fibrillation, independent of underlying ischemic heart disease or cardiovascular risk factors. This association may inform the diagnostic cardiovascular workup for individuals with RIPLs incidentally detected on optical coherence tomography scan of the macula.
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Affiliation(s)
- Christine Y. Bakhoum
- Section of Nephrology, Department of PediatricsYale University School of MedicineNew HavenCTUSA
- Clinical and Translational Research Accelerator, Department of MedicineYale University School of MedicineNew HavenCTUSA
| | - Samantha Madala
- Department of OphthalmologyUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Leonardo Lando
- Department of Ophthalmology and Visual SciencesUniversity of TorontoOntarioCanada
- Ocular Oncology ServiceBarretos Cancer HospitalBarretosBrazil
| | | | - Christopher P. Long
- Department of OphthalmologyUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Sofia Miguez
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
| | - Alison X. Chan
- Department of OphthalmologyUniversity of California San DiegoLa JollaCAUSA
| | - Maxwell Singer
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
| | - Andrew Jin
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
| | - Ben J. Steren
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
| | - Fatemeh Adabifirouzjaei
- Division of Cardiology, Department of MedicineSulpizio Cardiovascular Center, University of California, San DiegoLa JollaCAUSA
| | | | - Anthony N. DeMaria
- Division of Cardiology, Department of MedicineSulpizio Cardiovascular Center, University of California, San DiegoLa JollaCAUSA
| | - David Sarraf
- Department of OphthalmologyUniversity of California Los AngelesLos AngelesCAUSA
| | - Mathieu F. Bakhoum
- Department of Ophthalmology and Visual ScienceYale University School of MedicineNew HavenCTUSA
- Department of PathologyYale University School of MedicineNew HavenCTUSA
- Yale Cancer CenterYale UniversityNew HavenCTUSA
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19
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Drakopoulos M, Zhang DL, Cheng BT, Sadiq SA, Nadel A, Marchese A, Eskandari M, Mirza RG. Swept-source optical coherence tomography angiography metrics of retinal ischaemic perivascular lesions in patients being evaluated for carotid artery stenosis and controls. BMJ Open Ophthalmol 2023; 8:e001226. [PMID: 37493668 PMCID: PMC10357701 DOI: 10.1136/bmjophth-2022-001226] [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: 12/13/2022] [Accepted: 06/11/2023] [Indexed: 07/27/2023] Open
Abstract
BACKGROUND/AIMS Retinal microvascular ischaemia may produce localised middle retinal disruption with corresponding scotoma, a phenomenon termed paracentral acute middle maculopathy (PAMM). Small chronic middle retinal atrophic lesions termed retinal ischaemic perivascular lesions (RIPLs) appear qualitatively similar to PAMM lesions and have recently been hypothesised to result specifically from PAMM. However, no studies have quantitatively demonstrated an ischaemic origin of RIPLs. We quantitatively investigated the pathophysiology of RIPLs and their relationship with PAMM with swept-source optical coherence tomography angiography (SS-OCTA). METHODS A total of 14 controls and 25 patients being evaluated for carotid artery stenosis (CAS) were enrolled. SS-OCTA imaging of each eye was taken. Projection-resolved en face 6 mm × 6 mm superficial capillary plexus (SCP) and deep capillary plexus (DCP) images were quantitatively analysed with two algorithms for changes in vessel linear density (VLD) and vessel tortuosity (VT) at RIPLs relative to both the immediately surrounding macula and the entire macula, as well as between eyes with RIPLs and eyes without RIPLs. RESULTS All controls and 22 of 25 CAS patients were included in the analysis. RIPLs demonstrated a localised decrease in DCP VLD in CAS patients and controls. RIPLs tended to show a localised decrease in SCP VLD in CAS patients but a localised increase in controls. No changes in VT were found. Eyes with RIPLs had VLD and VT similar to their RIPL-free fellow eyes. CONCLUSION RIPLs are associated with quantifiable local, but not global, ischaemia, supporting the idea of shared pathophysiology with classic PAMM lesions along a continuum of ischaemia severity.
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Affiliation(s)
- Michael Drakopoulos
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - David L Zhang
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Brian T Cheng
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Saena Arifeen Sadiq
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Arnold Nadel
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Alessandro Marchese
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Mark Eskandari
- Department of Surgery, Division of Vascular Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Rukhsana G Mirza
- Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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20
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Bakhoum CY, Madala S, Long CK, Adabifirouzjaei F, Freeman WR, Goldbaum MH, DeMaria AN, Bakhoum MF. Retinal vein occlusion is associated with stroke independent of underlying cardiovascular disease. Eye (Lond) 2023; 37:764-767. [PMID: 35411111 PMCID: PMC9998396 DOI: 10.1038/s41433-022-02038-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 03/03/2022] [Accepted: 03/15/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Stroke is a leading cause of mortality and morbidity. Thus, identifying associated risk factors may lead to earlier interventions aimed at reducing the risk of stroke development. Since cardiovascular disease simultaneously increases the risk of stroke and retinal vein occlusion (RVO), we sought to determine whether RVO is associated with the risk of stroke independent of underlying cardiovascular co-morbidities. METHODS In this cross-sectional study, we reviewed the records of 80,754 individuals who were evaluated by an ophthalmologist over a 6-year period. We identified individuals with RVO, stroke and cardiovascular diseases including hypertension, diabetes mellitus, carotid disease, coronary artery disease and atrial fibrillation. Multivariable logistic regression models were used to analyze odds ratios for RVO and stroke. RESULTS After adjusting for age, sex, cardiovascular disease and other risk factors, we found that the presence of RVO was associated with an odds ratio for stroke of 1.73 (CI, 1.40-2.12, p < 0.001). The association between RVO and stroke, after adjusting for sex and cardiovascular co-morbidities, was significantly stronger in individuals younger than 50 years of age, with an odds ratio of having a stroke of 3.06 (1.34-6.25, p < 0.001), while the presence of RVO in individuals older than 85 years was not significantly associated with stroke 1.19 (0.77-1.79, p = 0.41). CONCLUSIONS Our findings demonstrate that RVO is significantly associated with stroke, even after adjusting for underlying cardiovascular co-morbidities. This association was highly significant in younger subjects, while not significant in older individuals.
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Affiliation(s)
- Christine Y Bakhoum
- Department of Pediatrics, Section of Nephrology, Yale University School of Medicine, New Haven, CT, USA
| | - Samantha Madala
- School of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Christopher K Long
- Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Fatemeh Adabifirouzjaei
- Department of Medicine, Sulpizio Cardiovascular Center, University of California San Diego, La Jolla, CA, USA
| | - William R Freeman
- Department of Ophthalmology, Shiley Eye Center, University of California San Diego, La Jolla, CA, USA
| | - Michael H Goldbaum
- Department of Ophthalmology, Shiley Eye Center, University of California San Diego, La Jolla, CA, USA
| | - Anthony N DeMaria
- Department of Medicine, Sulpizio Cardiovascular Center, University of California San Diego, La Jolla, CA, USA
| | - Mathieu F Bakhoum
- Department of Ophthalmology and Visual Science, Yale University School of Medicine, New Haven, CT, USA.
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA.
- Yale Cancer Center, Yale University, New Haven, CT, USA.
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21
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Retinal ischemic cascade: New insights into the pathophysiology and imaging findings. Surv Ophthalmol 2022; 68:380-387. [PMID: 36464134 DOI: 10.1016/j.survophthal.2022.11.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 12/03/2022]
Abstract
Retinal ischemia gives rise to a complex spectrum in which the cumulative profile of ischemia of the middle and inner retina can be highly variable. We reviewed the current knowledge on paracentral acute middle maculopathy (PAMM) pathophysiology and accompanying risk factors, the middle and inner retinal vasculature and blood flow, and the vulnerability of the middle retina in vaso-occlusive disorders. The inner nuclear layer (INL) is easily affected by slight degrees of retinal hypoperfusion and ischemia. INL infarction starts at perivenular sites, manifesting as skip PAMM lesions and a fern-like appearance in cross-sectional and en face views, respectively. With horizontal progression, INL infarction may develop into diffuse globular PAMM. If vertical progression occurs, the entire middle and inner portions of the retina can be affected. Transmural infarction of the middle and inner retina would be at the end of this spectrum. This gradient of ischemic progression resembles an ischemic cascade. We review the evidence supporting the term "retinal ischemic cascade," which encompasses a broad continuum of manifestations with roots in middle retinal infarction. With this terminology, variations in spatial and temporal progression and resolution of ischemia can also be delivered; it further enables addressing the possible associations between the middle and inner retinal ischemic patterns.
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22
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Lee D, Tomita Y, Miwa Y, Jeong H, Shinojima A, Ban N, Yamaguchi S, Nishioka K, Negishi K, Yoshino J, Kurihara T. Nicotinamide Mononucleotide Protects against Retinal Dysfunction in a Murine Model of Carotid Artery Occlusion. Int J Mol Sci 2022; 23:ijms232314711. [PMID: 36499037 PMCID: PMC9741448 DOI: 10.3390/ijms232314711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 11/22/2022] [Accepted: 11/23/2022] [Indexed: 11/26/2022] Open
Abstract
Cardiovascular abnormality-mediated retinal ischemia causes severe visual impairment. Retinal ischemia is involved in enormous pathological processes including oxidative stress, reactive gliosis, and retinal functional deficits. Thus, maintaining retinal function by modulating those pathological processes may prevent or protect against vision loss. Over the decades, nicotinamide mononucleotide (NMN), a crucial nicotinamide adenine dinucleotide (NAD+) intermediate, has been nominated as a promising therapeutic target in retinal diseases. Nonetheless, a protective effect of NMN has not been examined in cardiovascular diseases-induced retinal ischemia. In our study, we aimed to investigate its promising effect of NMN in the ischemic retina of a murine model of carotid artery occlusion. After surgical unilateral common carotid artery occlusion (UCCAO) in adult male C57BL/6 mice, NMN (500 mg/kg/day) was intraperitoneally injected to mice every day until the end of experiments. Electroretinography and biomolecular assays were utilized to measure ocular functional and further molecular alterations in the retina. We found that UCCAO-induced retinal dysfunction was suppressed, pathological gliosis was reduced, retinal NAD+ levels were preserved, and the expression of an antioxidant molecule (nuclear factor erythroid-2-related factor 2; Nrf2) was upregulated by consecutive administration of NMN. Our present outcomes first suggest a promising NMN therapy for the suppression of cardiovascular diseases-mediated retinal ischemic dysfunction.
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Affiliation(s)
- Deokho Lee
- Laboratory of Photobiology, Keio University School of Medicine, Tokyo 160-8582, Japan
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Yohei Tomita
- Laboratory of Photobiology, Keio University School of Medicine, Tokyo 160-8582, Japan
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Yukihiro Miwa
- Laboratory of Photobiology, Keio University School of Medicine, Tokyo 160-8582, Japan
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
- Aichi Animal Eye Clinic, Nagoya 466-0827, Japan
| | - Heonuk Jeong
- Laboratory of Photobiology, Keio University School of Medicine, Tokyo 160-8582, Japan
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Ari Shinojima
- Laboratory of Photobiology, Keio University School of Medicine, Tokyo 160-8582, Japan
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Norimitsu Ban
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Shintaro Yamaguchi
- Department of Internal Medicine, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Ken Nishioka
- Department of Internal Medicine, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Kazuno Negishi
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Jun Yoshino
- Department of Internal Medicine, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Toshihide Kurihara
- Laboratory of Photobiology, Keio University School of Medicine, Tokyo 160-8582, Japan
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
- Correspondence:
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23
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Terao R, Fujino R, Ahmed T. Risk Factors and Treatment Strategy for Retinal Vascular Occlusive Diseases. J Clin Med 2022; 11:6340. [PMID: 36362567 PMCID: PMC9656338 DOI: 10.3390/jcm11216340] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 10/17/2022] [Accepted: 10/24/2022] [Indexed: 07/30/2023] Open
Abstract
Retinal occlusive diseases are common diseases that can lead to visual impairment. Retinal artery occlusion and retinal vein occlusion are included in the clinical entity, but they have quite different pathophysiologies. Retinal artery occlusion is an emergent eye disorder. Retinal artery occlusion is mainly caused by thromboembolism, which frequently occurs in conjunction with life-threatening stroke and cardiovascular diseases. Therefore, prompt examinations and interventions for systemic vascular diseases are often necessary for these patients. Retinal vein occlusion is characterized by retinal hemorrhage and ischemia, which may impair visual function via several complications such as macular edema, macular ischemia, vitreous hemorrhage, and neovascular glaucoma. Even though anti-vascular endothelial growth factor therapy is the current established first-line of treatment for retinal vein occlusion, several clinical studies have been performed to identify better treatment protocols and new therapeutic options. In this review, we summarize the current findings and advances in knowledge regarding retinal occlusive diseases, particularly focusing on recent studies, in order to provide an update for a better understanding of its pathogenesis.
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Affiliation(s)
- Ryo Terao
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8654, Japan
- Department of Ophthalmology & Visual Sciences, Washington University School of Medicine in St. Louis, St. Louis, MO 63110, USA
| | - Ryosuke Fujino
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8654, Japan
| | - Tazbir Ahmed
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8654, Japan
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24
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Asanad S, Bayomi M, Brown D, Buzzard J, Lai E, Ling C, Miglani T, Mohammed T, Tsai J, Uddin O, Singman E. Ehlers-Danlos syndromes and their manifestations in the visual system. Front Med (Lausanne) 2022; 9:996458. [PMID: 36237549 PMCID: PMC9552959 DOI: 10.3389/fmed.2022.996458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 08/25/2022] [Indexed: 11/13/2022] Open
Abstract
Ehlers-Danlos syndrome (EDS) is a rare, genetically variable, heterogenous group of (currently recognized) thirteen connective tissue disorders characterized by skin hyperextensibility, tissue fragility, and generalized joint hypermobility. In addition to these commonly recognized phenotypes, recent studies have notably highlighted variable ophthalmic features in EDS. In this review, we comprehensively gather and discuss the ocular manifestations of EDS and its thirteen subtypes in the clinical setting.
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Affiliation(s)
- Samuel Asanad
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - May Bayomi
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, United States
| | - Douglas Brown
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - Joshua Buzzard
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - Eric Lai
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - Carlthan Ling
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - Trisha Miglani
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - Taariq Mohammed
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - Joby Tsai
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - Olivia Uddin
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
| | - Eric Singman
- University of Maryland School of Medicine, Department of Ophthalmology & Visual Sciences, Baltimore, MD, United States
- *Correspondence: Eric Singman
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25
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Madala S, Adabifirouzjaei F, Lando L, Yarmohammadi A, Long CP, Bakhoum CY, Goldbaum MH, Sarraf D, DeMaria AN, Bakhoum MF. Retinal Ischemic Perivascular Lesions, a Biomarker of Cardiovascular Disease. Ophthalmol Retina 2022; 6:865-867. [PMID: 35589077 PMCID: PMC9464692 DOI: 10.1016/j.oret.2022.05.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 05/09/2022] [Accepted: 05/09/2022] [Indexed: 10/18/2022]
Affiliation(s)
- Samantha Madala
- School of Medicine, University of California San Diego, La Jolla, California
| | - Fatemeh Adabifirouzjaei
- Division of Cardiology, Department of Medicine, Sulpizio Cardiovascular Center, University of California, San Diego, La Jolla, California
| | - Leonardo Lando
- Department of Ophthalmology and Visual Sciences, University of Toronto, Canada; Department of Ophthalmology, University of California San Diego, La Jolla, California
| | - Adeleh Yarmohammadi
- Department of Ophthalmology, University of California San Diego, La Jolla, California
| | - Christopher P Long
- Department of Ophthalmology, University of Southern California, Los Angeles, California
| | - Christine Y Bakhoum
- Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut
| | - Michael H Goldbaum
- Department of Ophthalmology, University of California San Diego, La Jolla, California
| | - David Sarraf
- Department of Ophthalmology, University of California Los Angeles, Los Angeles, California
| | - Anthony N DeMaria
- Division of Cardiology, Department of Medicine, Sulpizio Cardiovascular Center, University of California, San Diego, La Jolla, California
| | - Mathieu F Bakhoum
- Department of Ophthalmology and Visual Science, Yale University School of Medicine, New Haven, Connecticut; Department of Pathology, Yale University School of Medicine, New Haven, Connecticut; Yale Cancer Center, Yale University, New Haven, Connecticut.
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26
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Abstract
Schizophrenia is increasingly recognized as a systemic disease, characterized by dysregulation in multiple physiological systems (eg, neural, cardiovascular, endocrine). Many of these changes are observed as early as the first psychotic episode, and in people at high risk for the disorder. Expanding the search for biomarkers of schizophrenia beyond genes, blood, and brain may allow for inexpensive, noninvasive, and objective markers of diagnosis, phenotype, treatment response, and prognosis. Several anatomic and physiologic aspects of the eye have shown promise as biomarkers of brain health in a range of neurological disorders, and of heart, kidney, endocrine, and other impairments in other medical conditions. In schizophrenia, thinning and volume loss in retinal neural layers have been observed, and are associated with illness progression, brain volume loss, and cognitive impairment. Retinal microvascular changes have also been observed. Abnormal pupil responses and corneal nerve disintegration are related to aspects of brain function and structure in schizophrenia. In addition, studying the eye can inform about emerging cardiovascular, neuroinflammatory, and metabolic diseases in people with early psychosis, and about the causes of several of the visual changes observed in the disorder. Application of the methods of oculomics, or eye-based biomarkers of non-ophthalmological pathology, to the treatment and study of schizophrenia has the potential to provide tools for patient monitoring and data-driven prediction, as well as for clarifying pathophysiology and course of illness. Given their demonstrated utility in neuropsychiatry, we recommend greater adoption of these tools for schizophrenia research and patient care.
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Affiliation(s)
- Steven M Silverstein
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
- Department of Ophthalmology, University of Rochester Medical Center, Rochester, NY, USA
- Department of Neuroscience, University of Rochester Medical Center, Rochester, NY, USA
- Center for Visual Science, University of Rochester, Rochester, NY, USA
| | - Joy J Choi
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Kyle M Green
- Department of Ophthalmology, University of Rochester Medical Center, Rochester, NY, USA
| | | | - Rajeev S Ramchandran
- Department of Ophthalmology, University of Rochester Medical Center, Rochester, NY, USA
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA
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27
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Al-Absi HRH, Islam MT, Refaee MA, Chowdhury MEH, Alam T. Cardiovascular Disease Diagnosis from DXA Scan and Retinal Images Using Deep Learning. SENSORS (BASEL, SWITZERLAND) 2022; 22:4310. [PMID: 35746092 PMCID: PMC9228833 DOI: 10.3390/s22124310] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/17/2022] [Accepted: 05/17/2022] [Indexed: 05/08/2023]
Abstract
Cardiovascular diseases (CVD) are the leading cause of death worldwide. People affected by CVDs may go undiagnosed until the occurrence of a serious heart failure event such as stroke, heart attack, and myocardial infraction. In Qatar, there is a lack of studies focusing on CVD diagnosis based on non-invasive methods such as retinal image or dual-energy X-ray absorptiometry (DXA). In this study, we aimed at diagnosing CVD using a novel approach integrating information from retinal images and DXA data. We considered an adult Qatari cohort of 500 participants from Qatar Biobank (QBB) with an equal number of participants from the CVD and the control groups. We designed a case-control study with a novel multi-modal (combining data from multiple modalities-DXA and retinal images)-to propose a deep learning (DL)-based technique to distinguish the CVD group from the control group. Uni-modal models based on retinal images and DXA data achieved 75.6% and 77.4% accuracy, respectively. The multi-modal model showed an improved accuracy of 78.3% in classifying CVD group and the control group. We used gradient class activation map (GradCAM) to highlight the areas of interest in the retinal images that influenced the decisions of the proposed DL model most. It was observed that the model focused mostly on the centre of the retinal images where signs of CVD such as hemorrhages were present. This indicates that our model can identify and make use of certain prognosis markers for hypertension and ischemic heart disease. From DXA data, we found higher values for bone mineral density, fat content, muscle mass and bone area across majority of the body parts in CVD group compared to the control group indicating better bone health in the Qatari CVD cohort. This seminal method based on DXA scans and retinal images demonstrate major potentials for the early detection of CVD in a fast and relatively non-invasive manner.
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Affiliation(s)
- Hamada R. H. Al-Absi
- College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar;
| | - Mohammad Tariqul Islam
- Computer Science Department, Southern Connecticut State University, New Haven, CT 06515, USA;
| | | | | | - Tanvir Alam
- College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar;
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28
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Sheludchenko VM, Kozlovskaya NL, Smirnova TV, Krasnolutskaya EI, Budzinskaya MV, Durzhinskaya MH. [Biomarkers of retinal ischemia in thrombotic microangiopathy associated with malignant arterial hypertension on optical coherence tomography]. Vestn Oftalmol 2022; 138:169-176. [PMID: 36287152 DOI: 10.17116/oftalma2022138052169] [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] [Indexed: 06/16/2023]
Abstract
UNLABELLED Malignant arterial hypertension is a clinical syndrome characterized by severe diastolic arterial hypertension with signs of ischemic damage to various organs. In some malignant arterial hypertension cases, thrombotic microangiopathy occurs - a rare life-threatening condition characterized by multiple systemic thrombosis of the microvasculature, including in the eyes, which can be clarified by optical scanning of the retina. PURPOSE To determine markers of retinal ischemia in the eyes with thrombotic microangiopathy associated with malignant arterial hypertension. MATERIAL AND METHODS The study included 6 patients (12 eyes) with thrombotic microangiopathy associated with malignant arterial hypertension who were examined by optical coherence tomography (OCT) and OCT angiography (OCT-A). All patients suffered from renal dysfunction, which etiology was determined by renal biopsy verifying the presence of renal thrombotic microangiopathy in all cases. RESULTS According to OCT findings, there were bilateral local foci of thinning of the inner nuclear layer with elevation of the outer plexiform and outer nuclear layers of the retina in 5 out of 6 patients (83%). OCT-A revealed that in most cases (67%), these changes had perivascular localization and corresponded to the areas of attenuation of the deep capillary plexus. A statistically significant thinning of the inner nuclear layer of the retina was found in thrombotic microangiopathy associated with malignant arterial hypertension in comparison with the control group. CONCLUSION Presence of renal thrombotic microangiopathy confirmed by renal biopsy and the anatomical similarity of the microvasculature of the kidneys and the eyes, give basis to consider the foci of «chronic» paracentral acute middle maculopathy detected with OCT in patients with malignant arterial hypertension as biomarkers of thrombotic microangiopathy of the eye.
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Affiliation(s)
| | - N L Kozlovskaya
- City Clinical Hospital No. 20 named after A.K. Yeramishantsev, Moscow, Russia
- Peoples' Friendship University of Russia, Moscow, Russia
| | - T V Smirnova
- Research Institute of Eye Diseases, Moscow, Russia
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