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Manafi N, Oncel D, Verma A, Corradetti G, Kadomoto S, Mahmoudi A, Alagorie AR, Yadav NK, Pappuru RR, Tufail A, Esmaeilkhanian H, Nittala MG, Raman R, Sadda S. Relationship between macular perfusion and lesion distribution in diabetic retinopathy. Eye (Lond) 2024; 38:2724-2730. [PMID: 38724702 PMCID: PMC11427675 DOI: 10.1038/s41433-024-03105-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/17/2024] [Accepted: 04/19/2024] [Indexed: 09/28/2024] Open
Abstract
BACKGROUND/OBJECTIVES To assess the relationship between macular vessel density metrics and foveal avascular zone (FAZ) characteristics on optical coherence tomography angiography (OCTA) and lesion distribution in eyes with diabetic retinopathy (DR). SUBJECTS/METHODS Patients with DR who underwent both Optos ultrawidefield (UWF) pseudocolor imaging and macular OCTA (Cirrus Angioplex, 6 × 6 mm) were included in this cross-sectional observational study. The distribution of DR lesions was assessed by comparing each of the peripheral ETDRS extended fields (3-7) against their corresponding ETDRS field, hence eyes were defined as either having predominantly peripheral lesions (PPL) or predominantly central lesions (PCL). En face OCTA images from the superficial and deep capillary plexuses (SCP and DCP) were then analysed using Image J software. Perfusion density (PD), vessel length density (VLD), and fractal dimensions (FD) were calculated following binarization and skeletonization of the images. RESULTS Out of 344 eyes, 116 (33.72%) eyes had PPL and 228 (66.28%) eyes had PCL. For all DRSS levels, VLD, PD, and FD were not significantly different between eyes with PPL and PCL. The FAZ in eyes with PPL, however, was found to be more circular in shape compared to eyes with PCL (p = 0.037). CONCLUSION Although the presence of PPL has been associated with a higher risk for diabetic retinopathy progression, the macular perfusion is similar in eyes with PPL and PCL. The FAZ is more circular in eyes with PPL, but the clinical relevance of this difference remains to be defined.
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Affiliation(s)
- Navid Manafi
- Doheny Eye Institute, Pasadena, CA, USA
- Department of Ophthalmology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA, USA
| | - Deniz Oncel
- Loyola University, Chicago, Stritch School of Medicine, Chicago, IL, 60153, USA
| | - Aditya Verma
- Doheny Eye Institute, Pasadena, CA, USA
- Department of Ophthalmology and Visual Sciences, University of Louisville, Louisville, KY, USA
| | - Giulia Corradetti
- Doheny Eye Institute, Pasadena, CA, USA
- Department of Ophthalmology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA, USA
| | - Shin Kadomoto
- Doheny Eye Institute, Pasadena, CA, USA
- Department of Ophthalmology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA, USA
| | - Alireza Mahmoudi
- Doheny Eye Institute, Pasadena, CA, USA
- Department of Ophthalmology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA, USA
| | - Ahmed Roshdy Alagorie
- Doheny Eye Institute, Pasadena, CA, USA
- Department of Ophthalmology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA, USA
- Department of Ophthalmology, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Naresh Kumar Yadav
- Smt. Kanuri Santhamma Centre for Vitreo-Retinal Diseases, L. V. Prasad Eye Institute, Kallam Anji Reddy Campus, Hyderabad, 500034, India
| | - Rajeev R Pappuru
- Smt. Kanuri Santhamma Centre for Vitreo-Retinal Diseases, L. V. Prasad Eye Institute, Kallam Anji Reddy Campus, Hyderabad, 500034, India
| | - Adnan Tufail
- Moorfields Eye Hospital NHS Foundation Trust, London, London, UK
| | - Houri Esmaeilkhanian
- Doheny Eye Institute, Pasadena, CA, USA
- Department of Ophthalmology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA, USA
| | - Muneeswar G Nittala
- Doheny Eye Institute, Pasadena, CA, USA
- Department of Ophthalmology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA, USA
| | - Rajiv Raman
- Shri Bhagwan Mahavir Vitreoretinal Services, Medical Research Foundation, Sankara Nethralaya, Chennai, India
| | - Srinivas Sadda
- Doheny Eye Institute, Pasadena, CA, USA.
- Department of Ophthalmology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA, USA.
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Tan TE, Jampol LM, Ferris FL, Tadayoni R, Sadda SR, Chong V, Domalpally A, Blodi BL, Duh EJ, Curcio CA, Antonetti DA, Dutta S, Levine SR, Sun JK, Gardner TW, Wong TY. Imaging Modalities for Assessing the Vascular Component of Diabetic Retinal Disease: Review and Consensus for an Updated Staging System. OPHTHALMOLOGY SCIENCE 2024; 4:100449. [PMID: 38313399 PMCID: PMC10837643 DOI: 10.1016/j.xops.2023.100449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 12/05/2023] [Accepted: 12/05/2023] [Indexed: 02/06/2024]
Abstract
Purpose To review the evidence for imaging modalities in assessing the vascular component of diabetic retinal disease (DRD), to inform updates to the DRD staging system. Design Standardized narrative review of the literature by an international expert workgroup, as part of the DRD Staging System Update Effort, a project of the Mary Tyler Moore Vision Initiative. Overall, there were 6 workgroups: Vascular Retina, Neural Retina, Systemic Health, Basic and Cellular Mechanisms, Visual Function, and Quality of Life. Participants The Vascular Retina workgroup, including 16 participants from 4 countries. Methods Literature review was conducted using standardized evidence grids for 5 modalities: standard color fundus photography (CFP), widefield color photography (WFCP), standard fluorescein angiography (FA), widefield FA (WFFA), and OCT angiography (OCTA). Summary levels of evidence were determined on a validated scale from I (highest) to V (lowest). Five virtual workshops were held for discussion and consensus. Main Outcome Measures Level of evidence for each modality. Results Levels of evidence for standard CFP, WFCP, standard FA, WFFA, and OCTA were I, II, I, I, and II respectively. Traditional vascular lesions on standard CFP should continue to be included in an updated staging system, but more studies are required before they can be used in posttreatment eyes. Widefield color photographs can be used for severity grading within the area covered by standard CFPs, although these gradings may not be directly interchangeable with each other. Evaluation of the peripheral retina on WFCP can be considered, but the method of grading needs to be clarified and validated. Standard FA and WFFA provide independent prognostic value, but the need for dye administration should be considered. OCT angiography has significant potential for inclusion in the DRD staging system, but various barriers need to be addressed first. Conclusions This study provides evidence-based recommendations on the utility of various imaging modalities for assessment of the vascular component of DRD, which can inform future updates to the DRD staging system. Although new imaging modalities offer a wealth of information, there are still major gaps and unmet research needs that need to be addressed before this potential can be realized. Financial Disclosures Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Tien-En Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology & Visual Sciences Academic Clinical Programme (EYE ACP), Duke-National University of Singapore Medical School, Singapore
| | - Lee M. Jampol
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | | | - Ramin Tadayoni
- Ophthalmology Department, Lariboisière, AP-HP, Saint Louis and Fondation Adolphe de Rothschild Hospitals, Université Paris Cité, Paris, France
| | - Srinivas R. Sadda
- Doheny Eye Institute, Pasadena, California
- Department of Ophthalmology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Victor Chong
- UCL Institute of Ophthalmology, University College London, London, UK
| | - Amitha Domalpally
- Department of Ophthalmology and Visual Sciences, Wisconsin Reading Center, University of Wisconsin-Madison, Madison, Wisconsin
| | - Barbara L. Blodi
- Department of Ophthalmology and Visual Sciences, Wisconsin Reading Center, University of Wisconsin-Madison, Madison, Wisconsin
| | - Elia J. Duh
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine A. Curcio
- Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama
| | - David A. Antonetti
- Department of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan Medical School, Ann Arbor, Michigan
| | | | - S. Robert Levine
- The Mary Tyler Moore & S. Robert Levine, MD Charitable Foundation, Greenwich, Connecticut
| | - Jennifer K. Sun
- Joslin Diabetes Center, Beetham Eye Institute, Harvard Medical School, Boston, Massachusetts
| | - Thomas W. Gardner
- Department of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan Medical School, Ann Arbor, Michigan
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology & Visual Sciences Academic Clinical Programme (EYE ACP), Duke-National University of Singapore Medical School, Singapore
- Tsinghua Medicine, Tsinghua University, Beijing, China
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Wong TY, Tan TE. The Diabetic Retinopathy "Pandemic" and Evolving Global Strategies: The 2023 Friedenwald Lecture. Invest Ophthalmol Vis Sci 2023; 64:47. [PMID: 38153754 PMCID: PMC10756246 DOI: 10.1167/iovs.64.15.47] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 07/30/2023] [Indexed: 12/29/2023] Open
Affiliation(s)
- Tien Yin Wong
- Singapore Eye Research Institute, Singapore, Singapore National Eye Centre, Singapore
- Duke-National University of Singapore, Singapore
- Tsinghua Medicine, Tsinghua University, Beijing, China
| | - Tien-En Tan
- Singapore Eye Research Institute, Singapore, Singapore National Eye Centre, Singapore
- Duke-National University of Singapore, Singapore
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Xiao Y, Huang Z, Yuan Q, Du X, Li Z, Nie X, Shi Q, Dan H, Song Z. Comparison of quantitative assessment and efficiency of diabetic retinopathy diagnosis using ETDRS seven-field imaging and two ultra-widefield imaging. Eye (Lond) 2023; 37:3558-3564. [PMID: 37120657 PMCID: PMC10686380 DOI: 10.1038/s41433-023-02549-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 03/29/2023] [Accepted: 04/18/2023] [Indexed: 05/01/2023] Open
Abstract
PURPOSE This study compared the efficiency of diabetic retinopathy (DR) diagnosis and differences in the relative visible retinal area among the Early Treatment Diabetic Retinopathy Study (ETDRS) seven-field, ultra-widefield (UWF)-Optos, and UWF-Clarus fundus imaging methods. METHODS This was a prospective and clinic-based comparative study. All patients underwent three fundus examinations, and all images were graded using the ETDRS severity scale. We compared and analysed the agreement of DR severity and the relative visible retinal area among the three fundus examination methods, and the number and type of lesions outside the ETDRS seven-field (peripheral lesions) between the two UWF imaging methods. RESULTS A total of 202 patients (386 eyes) were included. Weighted kappa for the agreement between ETDRS seven-field and blinded Optos images was 0.485; between ETDRS seven-field and blinded Clarus images, 0.924; and between blinded Optos and Clarus images, 0.461. Blinded Clarus showed excellent performance when a ETDRS scale was used for grading the images. The relative visible retinal area for ETDRS seven-field images was 195 ± 28 disc area (DA); single Optos images, 371 ± 69 DA; single Clarus images, 261 ± 65 DA; two-montage Clarus images, 462 ± 112 DA; and four-montage Clarus images, 598 ± 139 DA. The relative visible retinal area was statistically significant between any two of the imaging systems used. In total, 2015 and 4200 peripheral lesions were detected in single Optos and Clarus images, respectively (P < 0.001). These peripheral lesions on two UWF images suggested a more severe DR level in approximately 10% and 12% of eyes, respectively. CONCLUSION UWF-Clarus fundus imaging offers a suitable assessment approach for DR severity; it could improve DR diagnosis and has the potential to replace ETDRS seven-field imaging after additional clinical trials.
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Affiliation(s)
- Yuanyuan Xiao
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Zixu Huang
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Qiongqiong Yuan
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Xiaofeng Du
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Zeyu Li
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Xiaodong Nie
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Qianqian Shi
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Handong Dan
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China.
| | - Zongming Song
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China.
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Esmaeilkhanian H, Liu H, Fasih-Ahmed S, Gnanaraj R, Verma A, Oncel D, He Y, Nittala MG, Attiku Y, Kadomoto S, Corradetti G, Velaga SB, Tsui I, Prasad P, Li X, Li X, Jiang SC, Choudhry N, Jayadev C, Sadda S. The relationship of diabetic retinopathy severity scales with frequency and surface area of diabetic retinopathy lesions. Graefes Arch Clin Exp Ophthalmol 2023; 261:3165-3176. [PMID: 37392262 PMCID: PMC10587246 DOI: 10.1007/s00417-023-06145-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 05/19/2023] [Accepted: 06/06/2023] [Indexed: 07/03/2023] Open
Abstract
PURPOSE To assess the relationship between qualitative diabetic retinopathy (DR) scales with the precise numbers and surface area of DR lesions within the Early Treatment Diabetic Retinopathy Study (ETDRS) standard seven field (S7F) region on ultrawide-field (UWF) color fundus images. METHODS In this study, we collected UWF images from adult patients with diabetes. Poor-quality images and eyes with any pathology precluding assessment of DR severity were excluded. The DR lesions were manually segmented. DR severity was graded according to the International Clinical Diabetic Retinopathy (ICDR) and AA protocol by two masked graders within the ETDRS S7F. These lesions' numbers and surface area were computed and correlated against the DR scores using the Kruskal-Wallis H test. Cohen's Kappa was performed to determine the agreement between two graders. RESULTS One thousand five hundred and twenty eyes of 869 patients (294 females, 756 right eyes) with a mean age of 58.7 years were included. 47.4% were graded as no DR, 2.2% as mild non-proliferative DR (NPDR), 24.0% as moderate NPDR, 6.3% as severe NPDR, and 20.1% as proliferative DR (PDR). The area and number of DR lesions generally increased as the ICDR level increased up to severe NPDR, but decreased from severe NPDR to PDR. There was perfect intergrader agreement on the DR severity. CONCLUSION A quantitative approach reveals that DR lesions' number and area generally correlate with ICDR-based categorical DR severity levels with an increasing trend in the number and area of DR lesions from mild to severe NPDR and a decrease from severe NPDR to PDR.
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Affiliation(s)
- Houri Esmaeilkhanian
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Henry Liu
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Sohaib Fasih-Ahmed
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Ramya Gnanaraj
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Aditya Verma
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
| | - Deniz Oncel
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Ye He
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Muneeswar Gupta Nittala
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
| | - Yamini Attiku
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Shin Kadomoto
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Giulia Corradetti
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Swetha Bindu Velaga
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
| | - Irena Tsui
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA
- Jules Stein Eye Institute, University of CA - Los Angeles, Los Angeles, CA, USA
| | - Pradeep Prasad
- Jules Stein Eye Institute, University of CA - Los Angeles, Los Angeles, CA, USA
- Department of Ophthalmology, Department of Health Services, Harbor-UCLA Medical Center, Los Angeles County, CA, USA
| | - Xiaorong Li
- Tianjin Medical University Eye Hospital, Tianjin, China
| | - Xiao Li
- Tianjin Medical University Eye Hospital, Tianjin, China
- The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Shangjun Collier Jiang
- Section of Ophthalmology, Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Netan Choudhry
- Vitreous Retina Macula Specialists of Toronto, Toranto, Ontario, Canada
| | | | - SriniVas Sadda
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, David Geffen School of Medicine, 150 N. Orange Grove Blvd, Suite 232, Pasadena, CA, 91103, USA.
- Department of Ophthalmology, University of CA - Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA.
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Xiao Y, Dan H, Du X, Michaelide M, Nie X, Wang W, Zheng M, Wang D, Huang Z, Song Z. Assessment of early diabetic retinopathy severity using ultra-widefield Clarus versus conventional five-field and ultra-widefield Optos fundus imaging. Sci Rep 2023; 13:17131. [PMID: 37816867 PMCID: PMC10564714 DOI: 10.1038/s41598-023-43947-5] [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: 06/02/2023] [Accepted: 09/30/2023] [Indexed: 10/12/2023] Open
Abstract
To compare early diabetic retinopathy (DR) severity level and the abilities in detecting early DR lesions among conventional five-field, ultrawide-field (UWF) Optos, and UWF Clarus fundus imaging methods. This was a single-center, prospective, clinic-based, and comparative study. In total, 157 consecutive patients with diabetes mellitus were enrolled in this study. All patients underwent comprehensive ophthalmological examinations. Following mydriasis, each eye was examined with conventional five-field, UWF Optos, and UWF Clarus fundus imaging methods. The initial UWF images were overlaid with a template mask that obscured the retina, which created a five-field view from UWF images (covered UWF images). The covered UWF images were then graded, after which the template mask was removed, and the original UWF images were also evaluated. All images were graded using the International Clinical DR severity scale. DR grades were compared and analyzed by weighted kappa statistics among the three fundus imaging methods. In total, 157 consecutive patients with diabetes (302 eyes) were enrolled in this study. Weighted kappa statistics for agreement were 0.471 (five-field vs. covered Optos), 0.809 (five-field vs. covered Clarus), 0.396 (covered Optos vs. covered Clarus), 0.463 (five-field vs. Optos), 0.521 (five-field vs. Clarus 133°), 0.500 (five-field vs. Clarus 200°), 0.323 (Optos vs. Clarus 133°), and 0.349 (Optos vs. Clarus 200°). The area under curve of covered Clarus images was higher than that of conventional five-field images at three different thresholds. Compared with conventional five-field and Optos fundus imaging methods, Clarus fundus imaging methods exhibited excellent performance in assessing early DR severity. Thus, Clarus fundus imaging methods were superior for early detection of DR.
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Affiliation(s)
- Yuanyuan Xiao
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Handong Dan
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Xiaofeng Du
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Michel Michaelide
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
- UCL Institute of Ophthalmology, University College London, London, UK
| | - Xiaodong Nie
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Wanxiao Wang
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Wenzhou Medical University, Wenzhou, China
| | - Miao Zheng
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Dongdong Wang
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China
| | - Zixu Huang
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China.
| | - Zongming Song
- Henan Provincial People's Hospital, Henan Eye Institute, Henan Eye Hospital, Henan Key Laboratory of Ophthalmology and Visual Science, People's Hospital of Zhengzhou University, People's Hospital of Henan University, No. 7 Weiwu Road, Zhengzhou, 450000, Henan, China.
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7
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Zhuang X, Chen R, Liang A, Yao J, Wang Z, Chen Y, Zheng K, Lu P, Zhang L, Cao D. Multimodal imaging analysis for the impact of retinal peripheral lesions on central neurovascular structure and retinal function in type 2 diabetes with diabetic retinopathy. Br J Ophthalmol 2023; 107:1496-1501. [PMID: 35772851 DOI: 10.1136/bjo-2022-321297] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 06/13/2022] [Indexed: 02/05/2023]
Abstract
OBJECTIVES To explore the possible role of peripheral lesions (PLs) detected by ultrawide field (UWF) imaging system on central neurovascular structure and retinal function. METHODS Ninety-seven diabetic patients were included in this cross-sectional study using UWF pseudocolour colour imaging with Optos Daytona (Optos, PLC). UWF images were graded as with predominantly peripheral lesions (PPLs) and without PPL. Macular neurovascular alterations and retinal function were measured by optical coherence tomography angiography (OCTA) and RETeval device, respectively. Central microcirculation and retinal function were compared between eyes with and without PPL. RESULTS The study evaluated 186 eyes (97 patients; 43 females (44.3%)), including 92 eyes without PPL and 94 eyes with PPL. Central retinal vessel density was comparable between eyes with and without PPL. Delayed implicit time and decreased pupil area ratio were found in the PPL group compared with eyes without PPL, and this difference remained unchanged after adjusting for systemic factors (all p<0.01). CONCLUSIONS Our study suggests that retinal function is worse in diabetic eyes with PPL. These findings challenged the conventional ETDRS protocols which ignored peripheral retina in determining DR severity. Furthermore, combining UWF imaging with RETeval system to detect more retinal abnormalities may be helpful in DR management.
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Affiliation(s)
- Xuenan Zhuang
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Key Laboratory of Ophthalmology, Zhongshan Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Ruoyu Chen
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Anyi Liang
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Jie Yao
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Shantou University Medical College, Shantou, China
| | - Zicheng Wang
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Yesheng Chen
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Guangdong Cardiovascular Institute, Guangzhou, Guangdong, China
| | - Kangyan Zheng
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Shantou University Medical College, Shantou, China
| | - Peiyao Lu
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Guangdong Cardiovascular Institute, Guangzhou, Guangdong, China
| | - Liang Zhang
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Cardiovascular Institute, Guangzhou, Guangdong, China
| | - Dan Cao
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Cardiovascular Institute, Guangzhou, Guangdong, China
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8
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Attiku Y, Nittala MG, Velaga SB, Ramachandra C, Bhat S, Solanki K, Jayadev C, Choudhry N, Orr SMA, Jiang S, He Y, Sadda SR. Comparison of diabetic retinopathy severity grading on ETDRS 7-field versus ultrawide-field assessment. Eye (Lond) 2023; 37:2946-2949. [PMID: 37165011 PMCID: PMC10517125 DOI: 10.1038/s41433-023-02445-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 12/20/2022] [Accepted: 02/07/2023] [Indexed: 05/12/2023] Open
Abstract
OBJECTIVES To compare the diabetic retinopathy (DR) severity level determined when considering only the ETDRS 7-field region versus the entire ultrawidefield (UWF) image. METHODS In this retrospective, cross-sectional study, UWF pseudocolor images were graded on the Eyenuk image viewing, grading, and annotation platform for the severity of DR considering only the regions within the ETDRS 7-fields as well as the entire UWF image using two different protocols: 1) the simple International Classification of Diabetic Retinopathy (ICDR) scale and 2) the more complex DRCR.net Protocol AA grading scale. RESULTS A total of 250 eyes from 157 patients were included in this analysis. Six eyes (2.4%) demonstrated a discrepancy in severity level between the ETDRS 7-field region and the entire UWF image when using the ICDR classification system. The discrepancies were due to the presence of lesions [intraretinal haemorrhage (n = 2), neovascular disease (n = 4)] in the peripheral fields which were not identified in the ETDRS 7-fields. Fourteen eyes (5.6%) had a discrepancy in severity level between the ETDRS 7-field region and the entire UWF image when using the ETDRS DRSS Protocol AA grading scale. The discrepancies were due to the presence of a higher level of disease [intraretinal haemorrhage (n = 4), neovascularization (n = 4), preretinal haemorrhage (n = 2), scatter laser scars (n = 4)] in the peripheral fields. CONCLUSION Although considering regions outside of the ETDRS 7-fields altered the DR severity level assessment in <5% of cases in this cohort, significant and potentially vision-threatening lesions including neovascularization and preretinal haemorrhage were identified in these peripheral regions. This highlights the importance of evaluating the entire UWF region when assessing patients with diabetic retinopathy.
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Affiliation(s)
| | | | | | | | | | | | - Chaitra Jayadev
- Department of Cataract and Refractive Lens Surgery, Narayana Nethralaya, Bengaluru, India
| | - Netan Choudhry
- Vitreous Retina Macula Specialists of Toronto, Toronto, Ontario, Canada
- Octane Imaging Lab, Toronto, Ontario, Canada
| | - Samantha Miyoko Ashlyn Orr
- Vitreous Retina Macula Specialists of Toronto, Toronto, Ontario, Canada
- Octane Imaging Lab, Toronto, Ontario, Canada
| | - Shangjun Jiang
- Vitreous Retina Macula Specialists of Toronto, Toronto, Ontario, Canada
- Octane Imaging Lab, Toronto, Ontario, Canada
- University of Calgary, Calgary, Alberta, Canada
| | - Ye He
- Doheny Eye Institute, Pasadena, CA, USA
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin, China
- Tianjin Branch of National Clinical Research Center for Ocular Disease, Tianjin, China
- Tianjin Medical University Eye Institute, Tianjin, China
| | - SriniVas R Sadda
- Doheny Eye Institute, Pasadena, CA, USA.
- Department of Ophthalmology, University of California Los Angeles, Los Angeles, CA, USA.
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9
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Fernández-Carneado J, Almazán-Moga A, Ramírez-Lamelas DT, Cuscó C, Alonso de la Fuente JI, Pastor JC, López Gálvez MI, Ponsati B. Quantification of Microvascular Lesions in the Central Retinal Field: Could It Predict the Severity of Diabetic Retinopathy? J Clin Med 2023; 12:3948. [PMID: 37373641 DOI: 10.3390/jcm12123948] [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: 03/24/2023] [Revised: 06/01/2023] [Accepted: 06/02/2023] [Indexed: 06/29/2023] Open
Abstract
Diabetic retinopathy (DR) is a neurodegenerative disease characterized by the presence of microcirculatory lesions. Among them, microaneurysms (MAs) are the first observable hallmark of early ophthalmological changes. The present work aims to study whether the quantification of MAs, hemorrhages (Hmas) and hard exudates (HEs) in the central retinal field could have a predictive value on DR severity. These retinal lesions were quantified in a single field NM-1 of 160 retinographies of diabetic patients from the IOBA's reading center. Samples included different disease severity levels and excluded proliferating forms: no DR (n = 30), mild non-proliferative (n = 30), moderate (n = 50) and severe (n = 50). Quantification of MAs, Hmas, and HEs revealed an increasing trend as DR severity progresses. Differences between severity levels were statistically significant, suggesting that the analysis of the central field provides valuable information on severity level and could be used as a clinical tool to assess DR grading in the eyecare routine. Even though further validation is needed, counting microvascular lesions in a single retinal field can be proposed as a rapid screening system to classify DR patients with different stages of severity according to the international classification.
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Affiliation(s)
- Jimena Fernández-Carneado
- BCN Peptides, S.A., Polígon Industrial Els Vinyets-Els Fogars II, 08777 Sant Quintí de Mediona, Barcelona, Spain
| | - Ana Almazán-Moga
- BCN Peptides, S.A., Polígon Industrial Els Vinyets-Els Fogars II, 08777 Sant Quintí de Mediona, Barcelona, Spain
| | - Dolores T Ramírez-Lamelas
- BCN Peptides, S.A., Polígon Industrial Els Vinyets-Els Fogars II, 08777 Sant Quintí de Mediona, Barcelona, Spain
| | - Cristina Cuscó
- BCN Peptides, S.A., Polígon Industrial Els Vinyets-Els Fogars II, 08777 Sant Quintí de Mediona, Barcelona, Spain
| | | | - J Carlos Pastor
- IOBA Reading Center, University of Valladolid, Paseo de Belén, 17, 47011 Valladolid, Spain
| | | | - Berta Ponsati
- BCN Peptides, S.A., Polígon Industrial Els Vinyets-Els Fogars II, 08777 Sant Quintí de Mediona, Barcelona, Spain
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10
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He Y, Verma A, Nittala MG, Velaga SB, Esmaeilkhanian H, Li X, Su L, Li X, Jayadev C, Tsui I, Prasad P, Sadda SR. Ethnic Variation in Diabetic Retinopathy Lesion Distribution on Ultra-widefield Imaging. Am J Ophthalmol 2023; 247:61-69. [PMID: 36368347 DOI: 10.1016/j.ajo.2022.10.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 10/29/2022] [Accepted: 10/30/2022] [Indexed: 11/10/2022]
Abstract
PURPOSE To evaluate whether the distribution of diabetic retinopathy (DR) lesions differs among various ethnicities. DESIGN Multi-center, retrospective cohort study. METHODS We accrued a cohort of 226 eyes with DR consisting of 51 East Asian eyes, 102 South Asian eyes, 30 Caucasian eyes, and 43 Latino eyes, all evaluated with ultrawide field pseudocolor images. Images were manually annotated for DR lesions and were classified as having predominantly peripheral lesions (PPL) or predominantly central lesions (PCL) using 4 quantitative methods. The percent distribution of PCL to PPL was compared among different ethnicities. RESULTS Using a single-field lesion frequency-based method, East Asian eyes more frequently demonstrated a PPL distribution (86.3%), whereas South Asian eyes more frequently demonstrated a PCL distribution (64.7%). These findings were also observed when considering only the subset of treatment-naïve eyes. Furthermore, in treatment-naïve eyes without proliferative DR, the percent distribution of PPL to PCL in East Asian eyes was significantly different when compared to other ethnicities (P < .0001 South Asian, P = .035 Caucasian, P = .0003 Latino). The majority of patients (60%-78%) in all ethnic groups had moderate nonproliferative diabetic retinopathy(NPDR), and the same difference between East Asian and South Asian eyes was observed in this subgroup. CONCLUSIONS The distribution of DR lesions appears to vary among different ethnicities. DR lesions tend to be distributed more peripherally in East Asian eyes compared to other ethnic groups, particularly South Asian eyes, which tend to have more central disease. The prognostic implications of these ethnic differences in DR lesion distribution require further investigation.
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Affiliation(s)
- Ye He
- From the Doheny Eye Institute (Y.H., A.V., M.G.N., S.B.V., H.E., I.T., S.R.S.), David Geffen School of Medicine, University of California Los Angeles, Pasadena, California, USA; Department of Ophthalmology (Y.H., H.E., I.T., P.P., S.R.S.), David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California, USA; Tianjin Key Laboratory of Retinal Functions and Diseases (Y.H., X.L., X.L.), Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China
| | - Aditya Verma
- From the Doheny Eye Institute (Y.H., A.V., M.G.N., S.B.V., H.E., I.T., S.R.S.), David Geffen School of Medicine, University of California Los Angeles, Pasadena, California, USA
| | - Muneeswar G Nittala
- From the Doheny Eye Institute (Y.H., A.V., M.G.N., S.B.V., H.E., I.T., S.R.S.), David Geffen School of Medicine, University of California Los Angeles, Pasadena, California, USA
| | - Swetha Bindu Velaga
- From the Doheny Eye Institute (Y.H., A.V., M.G.N., S.B.V., H.E., I.T., S.R.S.), David Geffen School of Medicine, University of California Los Angeles, Pasadena, California, USA
| | - Houri Esmaeilkhanian
- From the Doheny Eye Institute (Y.H., A.V., M.G.N., S.B.V., H.E., I.T., S.R.S.), David Geffen School of Medicine, University of California Los Angeles, Pasadena, California, USA; Department of Ophthalmology (Y.H., H.E., I.T., P.P., S.R.S.), David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California, USA
| | - Xiaorong Li
- Tianjin Key Laboratory of Retinal Functions and Diseases (Y.H., X.L., X.L.), Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China
| | - Long Su
- The Second Hospital of Tianjin Medical University (L.S., X.L.), Tianjin, China; Narayana Nethralaya Eye Institute (C.J.), Bangalore, India
| | - Xiao Li
- Tianjin Key Laboratory of Retinal Functions and Diseases (Y.H., X.L., X.L.), Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China; The Second Hospital of Tianjin Medical University (L.S., X.L.), Tianjin, China; Narayana Nethralaya Eye Institute (C.J.), Bangalore, India
| | - Chaitra Jayadev
- The Second Hospital of Tianjin Medical University (L.S., X.L.), Tianjin, China; Narayana Nethralaya Eye Institute (C.J.), Bangalore, India
| | - Irena Tsui
- From the Doheny Eye Institute (Y.H., A.V., M.G.N., S.B.V., H.E., I.T., S.R.S.), David Geffen School of Medicine, University of California Los Angeles, Pasadena, California, USA; Department of Ophthalmology (Y.H., H.E., I.T., P.P., S.R.S.), David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California, USA; Stein Eye Institute (I.T., P.P.), Los Angeles, California, USA
| | - Pradeep Prasad
- Department of Ophthalmology (Y.H., H.E., I.T., P.P., S.R.S.), David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California, USA; Stein Eye Institute (I.T., P.P.), Los Angeles, California, USA; Department of Ophthalmology (P.P.), Harbor-UCLA Medical Center, Los Angeles County Department of Health Services, California, USA
| | - Srinivas R Sadda
- From the Doheny Eye Institute (Y.H., A.V., M.G.N., S.B.V., H.E., I.T., S.R.S.), David Geffen School of Medicine, University of California Los Angeles, Pasadena, California, USA; Department of Ophthalmology (Y.H., H.E., I.T., P.P., S.R.S.), David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California, USA.
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11
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Yang Z, Tan TE, Shao Y, Wong TY, Li X. Classification of diabetic retinopathy: Past, present and future. Front Endocrinol (Lausanne) 2022; 13:1079217. [PMID: 36589807 PMCID: PMC9800497 DOI: 10.3389/fendo.2022.1079217] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 11/28/2022] [Indexed: 12/23/2022] Open
Abstract
Diabetic retinopathy (DR) is a leading cause of visual impairment and blindness worldwide. Since DR was first recognized as an important complication of diabetes, there have been many attempts to accurately classify the severity and stages of disease. These historical classification systems evolved as understanding of disease pathophysiology improved, methods of imaging and assessing DR changed, and effective treatments were developed. Current DR classification systems are effective, and have been the basis of major research trials and clinical management guidelines for decades. However, with further new developments such as recognition of diabetic retinal neurodegeneration, new imaging platforms such as optical coherence tomography and ultra wide-field retinal imaging, artificial intelligence and new treatments, our current classification systems have significant limitations that need to be addressed. In this paper, we provide a historical review of different classification systems for DR, and discuss the limitations of our current classification systems in the context of new developments. We also review the implications of new developments in the field, to see how they might feature in a future, updated classification.
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Affiliation(s)
- Zhengwei Yang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China
| | - Tien-En Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Yan Shao
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-National University of Singapore Medical School, Singapore, Singapore
- Tsinghua Medicine, Tsinghua University, Beijing, China
| | - Xiaorong Li
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China
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12
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Tan TE, Wong TY. Diabetic retinopathy: Looking forward to 2030. Front Endocrinol (Lausanne) 2022; 13:1077669. [PMID: 36699020 PMCID: PMC9868457 DOI: 10.3389/fendo.2022.1077669] [Citation(s) in RCA: 112] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 12/08/2022] [Indexed: 01/11/2023] Open
Abstract
Diabetic retinopathy (DR) is the major ocular complication of diabetes mellitus, and is a problem with significant global health impact. Major advances in diagnostics, technology and treatment have already revolutionized how we manage DR in the early part of the 21st century. For example, the accessibility of imaging with optical coherence tomography, and the development of anti-vascular endothelial growth factor (VEGF) treatment are just some of the landmark developments that have shaped the DR landscape over the last few decades. Yet, there are still more exciting advances being made. Looking forward to 2030, many of these ongoing developments are likely to further transform the field. First, epidemiologic projections show that the global burden of DR is not only increasing, but also shifting from high-income countries towards middle- and low-income areas. Second, better understanding of disease pathophysiology is placing greater emphasis on retinal neural dysfunction and non-vascular aspects of diabetic retinal disease. Third, a wealth of information is becoming available from newer imaging modalities such as widefield imaging systems and optical coherence tomography angiography. Fourth, artificial intelligence for screening, diagnosis and prognostication of DR will become increasingly accessible and important. Fifth, new pharmacologic agents targeting other non-VEGF-driven pathways, and novel therapeutic strategies such as gene therapy are being developed for DR. Finally, the classification system for diabetic retinal disease will need to be continually updated to keep pace with new developments. In this article, we discuss these major trends in DR that we expect to see in 2030 and beyond.
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Affiliation(s)
- Tien-En Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
- Tsinghua Medicine, Tsinghua University, Beijing, China
- *Correspondence: Tien Yin Wong,
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13
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Ashraf M, Cavallerano JD, Sun JK, Silva PS, Aiello LP. Ultrawide Field Imaging in Diabetic Retinopathy: Exploring the Role of Quantitative Metrics. J Clin Med 2021; 10:jcm10153300. [PMID: 34362084 PMCID: PMC8347462 DOI: 10.3390/jcm10153300] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/15/2021] [Accepted: 07/22/2021] [Indexed: 11/25/2022] Open
Abstract
Ultrawide field imaging (UWF) has allowed the visualization of a significantly greater area of the retina than previous standard approaches. In diabetic retinopathy (DR), significantly more lesions are seen on UWF imaging compared to the seven-standard ETDRS fields. In addition, some eyes have lesions that are located predominantly in the peripheral retina that are associated with an increased risk of DR progression. The current DR severity scales are still largely based on clinically visible retinal microvascular lesions and do not incorporate retinal periphery, neuroretinal, or pathophysiologic changes. Thus, current scales are not well suited for documenting progression or regression in eyes with very early or advanced DR, nor in the setting of vascular endothelial growth factor inhibitors (antiVEGF). In addition, the categorical system is highly subjective, and grading is variable between different graders based on experience level and training background. Recently, there have been efforts to quantify DR lesions on UWF imaging in an attempt to generate objective metrics for classification, disease prognostication and prediction of treatment response. The purpose of this review is to examine current quantitative metrics derived from UWF fluorescein angiograms and UWF color imaging to determine their feasibility in any potential future DR classification.
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Affiliation(s)
- Mohamed Ashraf
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02215, USA; (J.D.C.); (J.K.S.); (P.S.S.); (L.P.A.)
- Ophthalmology Department, Alexandria Faculty of Medicine, Alexandria Governorate 21500, Egypt
- Ophthalmology, Harvard Medical School, Boston, MA 02215, USA
- Correspondence: ; Tel.: +1-(617)-309-2554
| | - Jerry D. Cavallerano
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02215, USA; (J.D.C.); (J.K.S.); (P.S.S.); (L.P.A.)
- Ophthalmology, Harvard Medical School, Boston, MA 02215, USA
| | - Jennifer K. Sun
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02215, USA; (J.D.C.); (J.K.S.); (P.S.S.); (L.P.A.)
- Ophthalmology, Harvard Medical School, Boston, MA 02215, USA
| | - Paolo S. Silva
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02215, USA; (J.D.C.); (J.K.S.); (P.S.S.); (L.P.A.)
- Ophthalmology, Harvard Medical School, Boston, MA 02215, USA
| | - Lloyd Paul Aiello
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02215, USA; (J.D.C.); (J.K.S.); (P.S.S.); (L.P.A.)
- Ophthalmology, Harvard Medical School, Boston, MA 02215, USA
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14
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Ashraf M, Rageh A, Gilbert M, Tolls D, Fleming A, Souka A, El-Baha S, Cavallerano JD, Sun JK, Aiello LP, Silva PS. Factors Affecting Predominantly Peripheral Lesion Identification and Grading. Transl Vis Sci Technol 2021; 10:6. [PMID: 34100926 PMCID: PMC8196424 DOI: 10.1167/tvst.10.7.6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Purpose The purpose of this study was to determine factors affecting predominantly peripheral lesion (PPL) grading, such as qualitative versus quantitative assessment, device type, and severity of diabetic retinopathy (DR) in ultrawide field color images (UWF-CIs). Methods Patients with DR had UWF-CI qualitatively graded for PPL using standardized techniques and had hemorrhages/microaneurysms (H/Mas) individually annotated for quantitative PPL grading on two different ultrawide field devices. Results Among 791 eyes of 481 patients, 38.2% had mild nonproliferative DR (NPDR), 34.7% had moderate NPDR, and 27.1% had severe NPDR to proliferative DR (PDR). The overall agreement between qualitative and quantitative PPL grading was moderate (ĸ = 0.423, P < 0.001). Agreement rates were fair in eyes with mild NPDR (ĸ = 0.336, P < 0.001) but moderate in eyes with moderate NPDR (ĸ = 0.525, P < 0.001) and severe NPDR-PDR (ĸ = 0.409, P < 0.001). Increasing thresholds for quantitative PPL determination improved agreement rates, with peak agreements at H/Ma count differences of six for mild NPDR, five for moderate NPDR, and nine for severe NPDR-PDR. Based on ultrawide field device type (California = 412 eyes vs. 200Tx = 379 eyes), agreement between qualitative and quantitative PPL grading was moderate for all DR severities in both devices (ĸ = 0.369−0.526, P < 0.001) except for mild NPDR on the 200Tx, which had poor agreement (ĸ = 0.055, P = 0.478). Conclusions Determination of PPL varies between standard qualitative and quantitative grading and is dependent on NPDR severity, device type, and magnitude of lesion differences used for quantitative assessment. Translational Relevance Prior UWF studies have not accounted for imaging and grading factors that affect PPL, such factors need to be reviewed when assessing thresholds for DR progression rates.
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Affiliation(s)
- Mohamed Ashraf
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA.,Ophthalmology Department, Alexandria Faculty of Medicine, Egypt
| | - Abdulrahman Rageh
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA
| | - Michael Gilbert
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA
| | - Dorothy Tolls
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA
| | | | - Ahmed Souka
- Ophthalmology Department, Alexandria Faculty of Medicine, Egypt
| | - Samir El-Baha
- Ophthalmology Department, Alexandria Faculty of Medicine, Egypt
| | - Jerry D Cavallerano
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA
| | - Jennifer K Sun
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA
| | - Lloyd Paul Aiello
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA
| | - Paolo S Silva
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA
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15
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Domalpally A, Barrett N, Reimers J, Blodi B. Comparison of Ultra-Widefield Imaging and Standard Imaging in Assessment of Early Treatment Diabetic Retinopathy Severity Scale. OPHTHALMOLOGY SCIENCE 2021; 1:100029. [PMID: 36249302 PMCID: PMC9562330 DOI: 10.1016/j.xops.2021.100029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 05/14/2021] [Indexed: 11/03/2022]
Abstract
Purpose Design Participants Methods Main Outcome Measures Results Conclusions
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16
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Rageh A, Ashraf M, Fleming A, Silva PS. Automated Microaneurysm Counts on Ultrawide Field Color and Fluorescein Angiography Images. Semin Ophthalmol 2021; 36:315-321. [PMID: 33779483 DOI: 10.1080/08820538.2021.1897852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
BACKGROUND The severity and extent of microaneurysms (MAs) have been used to determine diabetic retinopathy (DR) severity and estimate the risk of DR progression over time. The recent introduction of ultrawide field (UWF) imaging has allowed ophthalmologists to readily image nearly the entire retina. Manual counting of MAs, especially on UWF images, is laborious and time-consuming, limiting its potential use in clinical settings. Automated MA counting techniques are potentially more accurate and reproducible compared to manual methods. METHOD Review of available literature on current techniques of automated MA counting techniques on both ultrawide field (UWF) color images (CI) and fluorescein angiography (FA) images. RESULTS Automated MA counting techniques on UWF images are still in the early phases of development with UWF-FA counts being further along. Early studies have demonstrated that these techniques are accurate and reproducible. CONCLUSION Automated techniques may be an appropriate option for detecting and quantifying MAs on UWF images, especially in eyes with earlier DR severity. Larger studies are needed to appropriately validate these techniques and determine if they add substantially to clinical practice compared to standard DR grading.
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Affiliation(s)
| | - Mohamed Ashraf
- Beetham Eye Institute, Joslin Diabetes Centre, Boston, MA, USA.,Ophthalmology Department, Alexandria Faculty of Medicine, Alexandria, Egypt
| | | | - Paolo S Silva
- Beetham Eye Institute, Joslin Diabetes Centre, Boston, MA, USA.,Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
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Shen HQ, Wang J, Niu T, Chen JL, Xu X. Dynamic versus static ultra-widefield fluorescein angiography in eyes with diabetic retinopathy: a pilot prospective cross-sectional study. Int J Ophthalmol 2021; 14:409-415. [PMID: 33747818 DOI: 10.18240/ijo.2021.03.13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 11/25/2020] [Indexed: 11/23/2022] Open
Abstract
AIM To analyze differences in ultra-widefield fluorescein angiography (UWFA) findings between dynamic and static images of eyes with diabetic retinopathy (DR). METHODS This cross-sectional study included 28 eyes of 28 patients with DR undergoing UWFA. A series of UWFA images acquired from each patient were converted into a time-lapse video and used as a dynamic image. A single, clear, arteriovenous phase image was chosen as a static image. Non-perfusion index (NPI) and its correlation with vascular abnormalities in different zones were compared between dynamic and static UWFA imaging. RESULTS NPI appeared to increase from the center to the far-periphery in both groups. Dynamic NPI was lower in the total retinal area (0.26 vs 0.29, P=0.009) and far-periphery (0.33 vs 0.36, adjusted P=0.042), which was contrary to the static NPI. Far-peripheral NPI was associated with intraretinal microvascular abnormality in the posterior area in both groups. CONCLUSION Time-lapse dynamic UWFA imaging is a useful modality to differentially diagnose hypofluorescence in the most peripheral region. This modality could provide a reliable method for NPI measurement.
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Affiliation(s)
- Hang-Qi Shen
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,National Clinical Research Center for Eye Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Jing Wang
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,National Clinical Research Center for Eye Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Tian Niu
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,National Clinical Research Center for Eye Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Ji-Li Chen
- Department of Ophthalmology, Shanghai Shibei Hospital of Jing'an District, Shanghai 200435, China
| | - Xun Xu
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.,National Clinical Research Center for Eye Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
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Quantitative Assessment of the Severity of Diabetic Retinopathy. Am J Ophthalmol 2020; 218:342-352. [PMID: 32446737 DOI: 10.1016/j.ajo.2020.05.021] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 05/13/2020] [Accepted: 05/14/2020] [Indexed: 12/28/2022]
Abstract
PURPOSE To determine whether a quantitative approach to assessment of the severity of diabetic retinopathy (DR) lesions on ultrawide field (UWF) images can provide new parameters to predict progression to proliferative diabetic retinopathy (PDR). METHODS One hundred forty six eyes from 73 participants with DR and 4 years of follow-up data were included in this post hoc analysis, which was based on a cohort of 100 diabetic patients enrolled in a previously published prospective, comparative study of UWF imaging at the Joslin Diabetes Center. Diabetic Retinopathy Severity Score level was determined at baseline and 4-year follow-up visits using mydriatic 7-standard field Early Treatment Diabetic Retinopathy Study (ETDRS) photographs. All individual DR lesions (hemorrhage [H], microaneurysm [ma], cotton wool spot [CWS], intraretinal microvascular abnormality [IRMA]) were manually segmented on stereographic projected UWF. For each lesion type, the frequency/number, surface area, and distances from the optic nerve head (ONH) were computed. These quantitative parameters were compared between eyes that progressed to PDR in 4 years and eyes that did not progress. Univariable and multivariable logistic regression analyses were performed to identify parameters that were associated with an increased risk for progression to PDR. RESULTS A total of 146 eyes of 73 subjects were included in the final analysis. The mean age of the study cohort was 53.1 years, and 42 (56.8%) subjects were female. The number and surface area of H/ma's and CWSs were significantly (P ≤ .05) higher in eyes that progressed to PDR compared with eyes that did not progress by 4 years. Similarly, H/ma's and CWSs were located further away from the ONH (ie, more peripheral) in eyes that progressed (P < .05). DR lesion parameters that conferred a statistically significant increased risk for proliferative diabetic retinopathy in the multivariate model included hemorrhage area (odds ratio [OR], 2.63; 95% confidence interval [CI], 1.25-5.53), and greater distance of hemorrhages from the ONH (OR, 1.24; 95% CI, 0.97-1.59). CONCLUSIONS Quantitative analysis of DR lesions on UWF images identifies new risk parameters for progression to PDR including the surface area of hemorrhages and the distance of hemorrhages from the ONH. Although these risk factors will need to be confirmed in larger, prospective studies, they highlight the potential for quantitative lesion analysis to inform the design of a more precise and complete staging system for diabetic retinopathy severity in the future. NOTE: Publication of this article is sponsored by the American Ophthalmological Society.
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Karst SG, Heisler M, Lo J, Schuck N, Safari A, V Sarunic M, Maberley DAL, Navajas EV. Evaluating Signs of Microangiopathy Secondary to Diabetes in Different Areas of the Retina with Swept Source OCTA. Invest Ophthalmol Vis Sci 2020; 61:8. [PMID: 32392316 PMCID: PMC7405703 DOI: 10.1167/iovs.61.5.8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Purpose The purpose of this study was to compare perfusion parameters of the parafovea with scans outside the parafovea to find an area most susceptible to changes secondary to diabetic retinopathy (DR). Methods Patients with different DR severity levels as well as controls were included in this cross-sectional clinical trial. Seven standardized 3 × 3 mm areas were recorded with Swept Source Optical Coherence Tomography Angiography: one centered on the fovea, three were temporal to the fovea, and three nasally to the optic disc. The capillary perfusion density (PD) of the superficial capillary complex (SCC) and deep capillary complex (DCC) as well as the fractal dimension (FD) were generated. Statistical analyses were done with R software. Results One hundred ninety-two eyes (33 controls, 51 no-DR, 41 mild DR, 37 moderate/severe DR, and 30 proliferative DR), of which 105 patients with diabetes and 25 healthy controls were included (59 ± 15 years; 62 women). Mean PD of the DCC was significantly less in patients without DR (parafovea = 0.48 ± 0.03; temporal = 0.48 ± 0.02; and nasal = 0.48 ± 0.03) compared to controls (parafovea = 0.49 ± 0.02; temporal = 0.50 ± 0.02; and nasal = 0.50 ± 0.03). With increasing DR severity, PD and FD of the SCC and DCC further decreased. Conclusions Capillary perfusion of the retina is affected early by diabetes. PD of the DCC was significantly reduced in patients with diabetes who did not have any clinical signs of DR. The capillary network outside the parafovea was more susceptible to capillary perfusion deficits compared to the capillaries close to the fovea. Trial Registration clinicaltrial.gov, NCT03765112, https://clinicaltrials.gov/ct2/show/NCT03765112?term=NCT03765112&rank=1
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