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Cummings OW, Rahman S, Fletcher L, Scott AW. Advances in sickle cell retinopathy screening techniques, tests, and practices: A systematic review. Am J Hematol 2024; 99:2152-2163. [PMID: 39041108 DOI: 10.1002/ajh.27439] [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: 04/30/2024] [Revised: 07/01/2024] [Accepted: 07/09/2024] [Indexed: 07/24/2024]
Abstract
Sickle cell retinopathy (SCR) is a progressive, sight-threatening ophthalmic complication of sickle cell disease (SCD). Current SCR screening focuses on the detection of pathologic sea fan neovascularization, the first sign of proliferative sickle cell retinopathy (PSR). If untreated, PSR can lead to severe visual impairment and blindness through progression to vitreous hemorrhage and/or retinal detachment. SCR screening with dilated fundus examination (DFE) is recommended every 1-2 years starting at age 10, but data underlying this recommendation are of poor quality and based upon expert consensus. We performed a systematic review to characterize imaging techniques, laboratory-based tests, and clinical practices for SCR screening. This PROSPERO-registered systematic review included relevant texts identified through predetermined searches in online databases. Collected test accuracy data facilitated the calculation of likelihood ratios. Forty-four studies evaluating 4928 patients were included. DFE demonstrated moderate test accuracy (LR+ of 8.0, LR- of 0.3). Ultra-widefield-fundus photography demonstrated superior accuracy (LR+ 32.5, LR- 0.03). Optical coherence tomography angiography applications were highly accurate for PSR identification (machine learning LR+ 32.5, LR- 0.03; human grader LR+ 2.8-213.1, LR- 0.1-0.2). Most techniques and tests were more accurate at detecting PSR than staging SCR or detecting lower-grade SCR. Our findings support the integration of advanced image-based approaches, such as computer-based image analysis and ultra-wide-field fundus imaging, for SCR screening in SCD patients given the superior accuracy in PSR detection compared with the current standard of care. Rigorous SCR screening implementation studies are needed to support evidence-based SCR screening recommendations.
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Affiliation(s)
- Olivia W Cummings
- Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Sara Rahman
- Johns Hopkins University, Baltimore, Maryland, USA
| | - Lauren Fletcher
- Health and Biomedical Library Services, Brown University Library, Providence, Rhode Island, USA
| | - Adrienne W Scott
- Retina Division, Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Raffa EH, Raffa L, Almadani S, Murad W, Alshanti H. Optical Coherence Tomography Angiography of Macular Microangiopathy in Children With Sickle Cell Disease. J Pediatr Hematol Oncol 2024; 46:349-355. [PMID: 39092906 DOI: 10.1097/mph.0000000000002934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 07/17/2024] [Indexed: 08/04/2024]
Abstract
In this study, we identified the presence of sickle cell maculopathy and determined correlations between hemolysis indicators and systemic and ocular manifestations in children with sickle cell disease (SCD). Thirty-three patients with SCD 5 to 18 years of age underwent optical coherence tomography angiography (OCTA) as part of a thorough eye examination. The hematological indices and clinical data (hemoglobin, fetal hemoglobin, mean corpuscular volume, and frequency of sickle cell-associated complications and therapy) were collected. The SCD group contained 33 patients (66 eyes), and the control group contained 36 healthy participants (72 eyes). The SCD group had significantly thinner parafoveal thickness ( P =0.041) and significantly smaller parafoveal volume ( P =0.041) than the controls. The SCD group had lower deep capillary plexus density than the controls ( P =0.029). The SCD group had significantly smaller flow areas than the controls ( P <0.001). The foveal avascular zone (FAZ) perimeter, foveal density, and FAZ area in the entire retina did not differ significantly between the groups ( P >0.05). The platelet level was negatively correlated with parafoveal and perifoveal thickness and density. OCTA detected early macular microvascular changes in children and adolescents with asymptomatic SCD.
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Affiliation(s)
- Enass H Raffa
- Department of Pediatrics, King Abdulaziz University Hospital
- Faculty of Medicine, King Abdulaziz University
- Department of Oncology, King Faisal Specialist Hospital and Research Center
| | - Lina Raffa
- Faculty of Medicine, King Abdulaziz University
- Department of Ophthalmology, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | | | - Wesal Murad
- Faculty of Medicine, King Abdulaziz University
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Garg AK, Scott AW. Systemic medications for sickle cell disease and potential applications for sickle cell retinopathy. Curr Opin Ophthalmol 2024; 35:185-191. [PMID: 38465910 DOI: 10.1097/icu.0000000000001041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
PURPOSE OF REVIEW To review the literature evaluating systemic medications for treatment of sickle cell disease (SCD) and their applications for sickle cell retinopathy. RECENT FINDINGS Prior studies have demonstrated the efficacy of traditional systemic therapies in reducing the risk of development of sickle cell retinopathy. Since 2017, several new and promising disease-modifying therapies for sickle cell disease have been approved for clinical use, including the first genetic therapies such as exagamglogene autotemcel (exa-cel) and lovotibeglogene autotemcel (lovo-cel). These treatments have shown promising results for systemic management but are not widely utilized due to limited access and high cost. The efficacy of these therapies for the prevention of sickle cell retinopathy remains unknown and opens the door to new avenues for research. Furthermore, the role of systemic therapy for the management of hemoglobin SC (HbSC) disease, which has milder systemic effects but higher likelihood of causing retinopathy, remains poorly understood. SUMMARY Hydroxyurea has been a mainstay of systemic management of SCD with prior work suggesting its ability to reduce the likelihood of developing retinopathy. There are several new and potentially curative systemic therapies for SCD, though their role in retinopathy prevention and management has not been studied extensively. Future studies are necessary to understand the implications of these emerging therapies for sickle cell retinopathy.
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Affiliation(s)
- Anupam K Garg
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Dinah C, Balaskas K, Greystoke B, Awadzi R, Beke P, Ahern R, Talks J. Sickle Eye Project: a cross-sectional, non-interventional study of the prevalence of visual impairment due to sickle cell retinopathy and maculopathy in the UK. BMJ Open 2024; 14:e082471. [PMID: 38418238 PMCID: PMC10910489 DOI: 10.1136/bmjopen-2023-082471] [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: 11/24/2023] [Accepted: 02/05/2024] [Indexed: 03/01/2024] Open
Abstract
INTRODUCTION Sickle cell disease (SCD) is one of the most common genetic disorders in the UK, with over 15 000 people affected. Proliferative sickle cell retinopathy (SCR) is a well-described complication of SCD and can result in significant sight loss, although the prevalence in the UK is not currently known. There are currently no national screening guidelines for SCR, with wide variations in the management of the condition across the UK. METHODS AND ANALYSIS The Sickle Eye Project is an epidemiological, cross-sectional, non-interventional study to determine the prevalence of visual impairment due to SCR and/or maculopathy in the UK. Haematologists in at least 16 geographically dispersed hospitals in the UK linked to participating eye clinics will offer study participation to consecutive patients meeting the inclusion criteria attending the sickle cell clinic. The following study procedures will be performed: (a) best corrected visual acuity with habitual correction and pinhole, (b) dilated slit lamp biomicroscopy and funduscopy, (c) optical coherence tomography (OCT), (d) OCT angiography where available, (e) ultrawide fundus photography, (f) National Eye Institute Visual Function Questionnaire-25 and (g) acceptability of retinal screening questionnaire. The primary outcome is the proportion of people with SCD with visual impairment defined as logarithm of the minimum angle of resolution ≥0.3 in at least one eye. Secondary outcomes include the prevalence of each stage of SCR and presence of maculopathy by age and genotype; correlation of stage of SCR and maculopathy to severity of SCD; the impact of SCR and presence of maculopathy on vision-related quality of life; and the acceptability to patients of routine retinal imaging for SCR and maculopathy. ETHICS AND DISSEMINATION Ethical approval was obtained from the South Central-Oxford A Research Ethics Committee (REC 23/SC/0363). Findings will be reported through academic journals in ophthalmology and haematology.
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Affiliation(s)
- Christiana Dinah
- Ophthalmology, London North West Healthcare NHS Trust, Harrow, UK
| | - Konstantinos Balaskas
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
- Institute of Ophthalmology, UCL, London, UK
| | | | - Rossby Awadzi
- London North West University Healthcare NHS Trust, Harrow, UK
| | | | | | - James Talks
- Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
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Hoyek S, Lemire C, Halawa O, Altamirano-Lamarque F, Gonzalez E, Patel NA. Longitudinal Assessment of Macular Thickness and Microvascular Changes in Children with Sickle Cell Disease. Ophthalmol Retina 2024; 8:184-194. [PMID: 37696394 DOI: 10.1016/j.oret.2023.09.005] [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: 04/06/2023] [Revised: 09/02/2023] [Accepted: 09/05/2023] [Indexed: 09/13/2023]
Abstract
PURPOSE To longitudinally assess macular thickness and microvascular changes in children with sickle cell disease (SCD). DESIGN A retrospective consecutive series. SUBJECTS Children with SCD aged ≤ 18 years who had an ophthalmic examination at Boston Children's Hospital between January 1998 and August 2022. METHODS Qualitative and quantitative analyses of both OCT and OCT angiography (OCTA) images were performed. MAIN OUTCOME MEASURES Total retinal thickness measured on macular OCT, superficial capillary plexus and deep capillary plexus (DCP) vessel density (VD), and foveal avascular zone (FAZ) area measured on 6- × 6-mm OCTA scans. RESULTS International Classification of Diseases, 10th Revision, code search identified 303 pediatric SCD patients who underwent ophthalmic examination during the study period. OCT and OCTA images were acquired on 104 (17.2%) and 60 (9.9%) eyes at presentation and on 159 (26.2%) and 100 (16.5%) eyes at final visit, respectively. Overall, temporal retinal thinning was noted qualitatively in 35.6% of SCD patients at presentation and 39.6% at final visit. Of those patients with macular thinning, 94.6% and 90.5% had peripheral sickle cell retinopathy (SCR) at presentation and final visit. On quantitative OCT analysis, HbSS eyes had a lower retinal thickness in the fovea and temporal parafovea compared with HbSC (P < 0.05). Eyes with peripheral SCR had a larger FAZ at presentation compared with eyes without peripheral SCR (P = 0.004), a lower DCP VD at final visit in the inferior temporal macula (P = 0.03), and a higher DCP VD at final visit in the superior nasal macula (P = 0.01). Eighty eyes of 40 patients had OCT, and 34 eyes of 20 patients had both OCT and OCTA images acquired at both initial and final visits. At final visit, retinal thickness decreased at the fovea, inferior perifovea, and temporal perifovea compared with presentation (P < 0.05). In parallel, VD DCP in the superonasal quadrant increased at final visit (P = 0.03). CONCLUSIONS Macular retinal thinning was progressive and observed in eyes with and without peripheral SCR. Over time, there was a compensatory increase in DCP VD in the nasal macula on OCTA. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Sandra Hoyek
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts
| | - Colin Lemire
- Department of Ophthalmology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Omar Halawa
- Wilmer Eye Institute, Johns Hopkins Hospital, Baltimore, Maryland
| | | | - Efren Gonzalez
- Department of Ophthalmology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nimesh A Patel
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts; Department of Ophthalmology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.
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Joseph L, Driessen M. A comprehensive view of pregnancy in patients with sickle cell disease in high-income countries: the need for robust data and further decline in morbidity and mortality. Lancet Haematol 2024; 11:e75-e84. [PMID: 38135375 DOI: 10.1016/s2352-3026(23)00310-1] [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: 02/22/2023] [Revised: 10/06/2023] [Accepted: 10/09/2023] [Indexed: 12/24/2023]
Abstract
Sickle cell disease is a major public health concern due to its prevalence and associated morbidities. In high-income countries, diagnosis and treatment advancements have extended patient's lives and enabled women to embrace motherhood. Although the provision of care in specialist centres has reduced maternal-fetal complication rates, the mortality rate among pregnant women with sickle cell disease remains disproportionately high. Complications arise from vaso-occlusive events, worsening organ damage, thrombotic risks, infections, and pregnancy-related issues, such as pre-eclampsia, premature birth, small-for-gestational-age, and pregnancy loss. Effective management during pregnancy includes preconception planning, genetic counselling, education, and collaborative care. There is no consensus on the overall approach to managing pregnant women with sickle cell disease; however, fostering a collaborative relationship between health-care professionals and researchers is crucial for advancing the understanding and management of this illness. The disparities in health-care outcomes associated with ethnicity and economic insecurity affect patients with sickle cell disease but have not been examined extensively. Hence, health-care personnel need sufficient training to address these issues alongside broader societal efforts to confront racism and discrimination. Comprehensive national and global action plans are required to address the multifaceted challenges of sickle cell disease.
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Affiliation(s)
- Laure Joseph
- Biotherapy Department, French National Sickle Cell Referral Centre, Biotherapy Clinical Investigation Centre, Hôpital Necker-Enfant Malades, Assistance-Publique Hôpitaux de Paris, Paris, France.
| | - Marine Driessen
- Department of Obstetrics and Fetal Medicine, Hôpital Necker-Enfant Malades, Assistance-Publique Hôpitaux de Paris, Paris, France
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Sawyer C, Huang LC, Vincent J, Cabrera MT, Herlihy E, Mustafi D. Diagnostic Role of Oral Fluorescein Angiography in Pediatric Ambulatory Clinics. Ophthalmol Retina 2023; 8:S2468-6530(23)00563-8. [PMID: 39491131 PMCID: PMC11068305 DOI: 10.1016/j.oret.2023.10.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 10/19/2023] [Accepted: 10/23/2023] [Indexed: 05/07/2024]
Abstract
Oral ingestion of fluorescein can be done in ambulatory pediatric clinics. We show that oral ultra-widefield fluorescein angiography is a non-invasive approach to rapidly diagnose and manage a diverse set of pediatric retinal vascular diseases.
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Affiliation(s)
- Charles Sawyer
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, 98105; Department of Ophthalmology and Roger and Karalis Johnson Retina Center, University of Washington, Seattle, WA, 98109
| | - Laura C Huang
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, 98105; Department of Ophthalmology and Roger and Karalis Johnson Retina Center, University of Washington, Seattle, WA, 98109
| | - Jennifer Vincent
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, 98105
| | - Michelle T Cabrera
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, 98105; Department of Ophthalmology and Roger and Karalis Johnson Retina Center, University of Washington, Seattle, WA, 98109
| | - Erin Herlihy
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, 98105; Department of Ophthalmology and Roger and Karalis Johnson Retina Center, University of Washington, Seattle, WA, 98109
| | - Debarshi Mustafi
- Division of Ophthalmology, Seattle Children's Hospital, Seattle, WA, 98105; Department of Ophthalmology and Roger and Karalis Johnson Retina Center, University of Washington, Seattle, WA, 98109; Brotman Baty Institute for Precision Medicine, Seattle, WA 98195.
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Orssaud C, Flamarion E, Michon A, Ranque B, Arlet JB. Relationship between paramacular thinning, cerebral vasculopathy, and hematological risk factors in sickle cell disease. Front Med (Lausanne) 2023; 10:1226210. [PMID: 37700770 PMCID: PMC10493280 DOI: 10.3389/fmed.2023.1226210] [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: 05/20/2023] [Accepted: 07/27/2023] [Indexed: 09/14/2023] Open
Abstract
Purpose To identify risk factors for sickle cell maculopathy due to hematological parameters (especially anemia and hemolysis) or cerebral vasculopathy. Methods This retrospective study was conducted at a Referral Center. The follow-up included optical coherent tomography/optical coherent tomography angiography, neuro-radiological imaging, and a hematological assessment (hemoglobin, hemoglobin S level, reticulocytes, mean corpuscular volume, bilirubin, and lactate dehydrogenase). Results Hundred and thirty-two sickle cell patients were included. Maculopathy was observed in 127 eyes of SS patients and 10 eyes of SC patients (p < 0.001), unrelated to peripheral retinopathy. Cerebral vasculopathy was more frequent in SS patients (p < 0.001) and was also associated with the presence of maculopathy (p = 0.049), and it was related to peripheral retinopathy (p < 0.001). All biological parameters significantly differed according to the genotype (p < 0.001) but not according to the presence of cerebral vasculopathy or maculopathy. In the multivariate analysis, reticulocytes and bilirubin were associated with the presence of cerebral vasculopathy and maculopathy. Conclusion The data obtained were consistent with the role of anemia or hemolysis markers in cerebral vasculopathy and macular involvement. As a trend of hemolysis appears to be a risk factor for these complications, this validates the use of preventive plasmapheresis in these patients.
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Affiliation(s)
- Christophe Orssaud
- Functional Unity of Ophthalmology, ERN EYE, Ophthalmological Rare Diseases Center, Georges Pompidou European Hospital, Assistance Publique-Hopitaux de Paris, Paris, France
| | - Edouard Flamarion
- Internal Medicine Department, French National Sickle Cell Referral Center, European Hospital Georges Pompidou, Paris, France
| | - Adrien Michon
- Internal Medicine Department, French National Sickle Cell Referral Center, European Hospital Georges Pompidou, Paris, France
| | - Brigitte Ranque
- Internal Medicine Department, French National Sickle Cell Referral Center, European Hospital Georges Pompidou, Paris, France
- Faculty of Medicine Université Paris Cité, Paris, France
| | - Jean Benoit Arlet
- Internal Medicine Department, French National Sickle Cell Referral Center, European Hospital Georges Pompidou, Paris, France
- Université Paris Cité, INSERM UMR-S970, Paris, France
- Laboratoire d'Excellence sur le globule rouge GR-ex, Paris, France
- INSERM U, CNRS 8254, Institut IMAGINE, Hôpital Necker, Assistance Publique-Hôpitaux de Paris, Paris, France
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Almasoudi EA, Magliah SF, Alzwaihri AS, Aljuwaybiri AO, Alqahtani AS. Incidence of eye complications among sickle cell disease patients in Jeddah, Saudi Arabia: A cross-sectional study. Ann Med Surg (Lond) 2022; 79:103999. [PMID: 35860146 PMCID: PMC9289312 DOI: 10.1016/j.amsu.2022.103999] [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: 04/26/2022] [Revised: 06/10/2022] [Accepted: 06/12/2022] [Indexed: 11/29/2022] Open
Abstract
Introduction Sickle cell disease (SCD) is a heritable blood disorder resulting in deformed, rigid red blood cells, rendering them more prone to vaso-occlusion. Ocular complications are known to affect multiple organs through the body's vasculature. Here, we evaluated the incidence of eye complications in patients with SCD at King Abdulaziz Medical City in Jeddah, Saudi Arabia. Materials and methods We used a cross-sectional approach and collected relevant medical data from nine patients with SCD. Ophthalmic assessment included visual acuity and an in-clinic dilated fundus examination. All patients were asked to attend the ophthalmology clinic to undergo optical coherence tomography (OCT) angiography, macular OCT scan, and fundus photography. The results of the imaging tests were interpreted by a certified ophthalmology consultant specializing in retinal diseases. Descriptive analyses of the results were also performed. Results The mean age of the nine patients was 24.78 ± 10.9 years. All patients were non-hypertensive, one had type 1 diabetes, and another had type 2 diabetes. Five patients had normal visual acuity, two had slight impairments in at least one eye, and two had moderate impairment in at least one eye. One of the nine patients exhibited retinal ischemia in the right eye despite normal macular thickness (visual acuity, OD, 6/30; OS, 6/21). The remaining eight patients showed no ocular abnormalities. Conclusion Of the nine patients with SCD, five showed no symptoms of ocular complications. One patient showed retinal ischemia in the right eye, despite a normal macular thickness. This study's results suggest routine ophthalmologic examination may not be able to detect or monitor macular or retinal abnormalities unless augmented with detailed imaging techniques. Out of nine patients with SCD, five patients exhibited normal visual acuity. One patient presented perifoveal retinal ischemia in the right eye. Results suggest augmenting routine ophthalmology screening with imaging techniques.
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Action on sickle cell retinopathy: the time is now. Eye (Lond) 2022; 36:1138-1139. [PMID: 35087214 PMCID: PMC9151806 DOI: 10.1038/s41433-021-01918-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 11/30/2021] [Accepted: 12/20/2021] [Indexed: 12/26/2022] Open
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Cai S, Han IC, Scott AW. Artificial intelligence for improving sickle cell retinopathy diagnosis and management. Eye (Lond) 2021; 35:2675-2684. [PMID: 33958737 PMCID: PMC8452674 DOI: 10.1038/s41433-021-01556-4] [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: 01/01/2021] [Revised: 03/17/2021] [Accepted: 04/13/2021] [Indexed: 02/04/2023] Open
Abstract
Sickle cell retinopathy is often initially asymptomatic even in proliferative stages, but can progress to cause vision loss due to vitreous haemorrhages or tractional retinal detachments. Challenges with access and adherence to screening dilated fundus examinations, particularly in medically underserved areas where the burden of sickle cell disease is highest, highlight the need for novel approaches to screening for patients with vision-threatening sickle cell retinopathy. This article reviews the existing literature on and suggests future research directions for coupling artificial intelligence with multimodal retinal imaging to expand access to automated, accurate, imaging-based screening for sickle cell retinopathy. Given the variability in retinal specialist practice patterns with regards to monitoring and treatment of sickle cell retinopathy, we also discuss recent progress toward development of machine learning models that can quantitatively track disease progression over time. These artificial intelligence-based applications have great potential for informing evidence-based and resource-efficient clinical diagnosis and management of sickle cell retinopathy.
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Affiliation(s)
- Sophie Cai
- Retina Division, Duke Eye Center, Durham, NC, USA
| | - Ian C Han
- Institute for Vision Research, Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Adrienne W Scott
- Retina Division, Wilmer Eye Institute, Johns Hopkins University School of Medicine and Hospital, Baltimore, MD, USA.
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12
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Seafans to Sunbursts: From History to the Horizon in Sickle Cell Retinopathy: Reflections on 50 Years Since Goldberg Staging. Retina 2021; 41:1361-1363. [PMID: 33990117 DOI: 10.1097/iae.0000000000003206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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13
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Zhou DB, Castanos MV, Pinhas A, Gillette P, Migacz JV, Rosen RB, Glassberg J, Chui TYP. Quantification of intermittent retinal capillary perfusion in sickle cell disease. BIOMEDICAL OPTICS EXPRESS 2021; 12:2825-2840. [PMID: 34123506 PMCID: PMC8176806 DOI: 10.1364/boe.418874] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 04/13/2021] [Accepted: 04/14/2021] [Indexed: 05/22/2023]
Abstract
Pathophysiology of sickle cell disease (SCD) features intermittent vaso-occlusion of microcirculatory networks that facilitate ischemic damage. Past research has, however, relied on static images to characterize this active disease state. This study develops imaging metrics to more fully capture dynamic vascular changes, quantifying intermittent retinal capillary perfusion in unaffected controls and SCD patients using sequential optical coherence tomography angiography (OCT-A) scans. The results reveal significant dynamic variation of capillary perfusion in SCD patients compared to controls. This measurement of vaso-occlusive burden in patients would provide utility in monitoring of the disease state and in evaluating treatment efficacy.
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Affiliation(s)
- Davis B. Zhou
- Ophthalmology, New York Eye
and Ear Infirmary of Mount Sinai, 310 East 14th St.,
Suite 500, S. Bldg., New York, NY 10003, USA
- Ophthalmology, Icahn School of
Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York,
NY 10029, USA
| | - Maria V. Castanos
- Ophthalmology, New York Eye
and Ear Infirmary of Mount Sinai, 310 East 14th St.,
Suite 500, S. Bldg., New York, NY 10003, USA
| | - Alexander Pinhas
- Ophthalmology, New York Eye
and Ear Infirmary of Mount Sinai, 310 East 14th St.,
Suite 500, S. Bldg., New York, NY 10003, USA
| | - Peter Gillette
- Internal Medicine, SUNY
Downstate Medical Center, 450 Clarkson Avenue Brooklyn,
NY 11203, USA
| | - Justin V. Migacz
- Ophthalmology, New York Eye
and Ear Infirmary of Mount Sinai, 310 East 14th St.,
Suite 500, S. Bldg., New York, NY 10003, USA
| | - Richard B. Rosen
- Ophthalmology, New York Eye
and Ear Infirmary of Mount Sinai, 310 East 14th St.,
Suite 500, S. Bldg., New York, NY 10003, USA
- Ophthalmology, Icahn School of
Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York,
NY 10029, USA
| | - Jeffrey Glassberg
- Emergency Medicine, Icahn
School of Medicine at Mount Sinai, 3 East 101st Street,
Box 1620, New York, NY 10029, USA
| | - Toco Y. P. Chui
- Ophthalmology, New York Eye
and Ear Infirmary of Mount Sinai, 310 East 14th St.,
Suite 500, S. Bldg., New York, NY 10003, USA
- Ophthalmology, Icahn School of
Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York,
NY 10029, USA
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