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Shao YQ, Wang YC, Wang L, Ruan HZ, Liu YF, Zhang TH, Weng SJ, Yang XL, Zhong YM. Topical administration of GLP-1 eyedrops improves retinal ganglion cell function by facilitating presynaptic GABA release in early experimental diabetes. Neural Regen Res 2026; 21:800-810. [PMID: 38934389 DOI: 10.4103/nrr.nrr-d-24-00001] [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: 01/01/2024] [Accepted: 04/12/2024] [Indexed: 06/28/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202602000-00048/figure1/v/2025-05-05T160104Z/r/image-tiff Diabetic retinopathy is a prominent cause of blindness in adults, with early retinal ganglion cell loss contributing to visual dysfunction or blindness. In the brain, defects in γ-aminobutyric acid synaptic transmission are associated with pathophysiological and neurodegenerative disorders, whereas glucagon-like peptide-1 has demonstrated neuroprotective effects. However, it is not yet clear whether diabetes causes alterations in inhibitory input to retinal ganglion cells and whether and how glucagon-like peptide-1 protects against neurodegeneration in the diabetic retina through regulating inhibitory synaptic transmission to retinal ganglion cells. In the present study, we used the patch-clamp technique to record γ-aminobutyric acid subtype A receptor-mediated miniature inhibitory postsynaptic currents in retinal ganglion cells from streptozotocin-induced diabetes model rats. We found that early diabetes (4 weeks of hyperglycemia) decreased the frequency of GABAergic miniature inhibitory postsynaptic currents in retinal ganglion cells without altering their amplitude, suggesting a reduction in the spontaneous release of γ-aminobutyric acid to retinal ganglion cells. Topical administration of glucagon-like peptide-1 eyedrops over a period of 2 weeks effectively countered the hyperglycemia-induced downregulation of GABAergic mIPSC frequency, subsequently enhancing the survival of retinal ganglion cells. Concurrently, the protective effects of glucagon-like peptide-1 on retinal ganglion cells in diabetic rats were eliminated by topical administration of exendin-9-39, a specific glucagon-like peptide-1 receptor antagonist, or SR95531, a specific antagonist of the γ-aminobutyric acid subtype A receptor. Furthermore, extracellular perfusion of glucagon-like peptide-1 was found to elevate the frequencies of GABAergic miniature inhibitory postsynaptic currents in both ON- and OFF-type retinal ganglion cells. This elevation was shown to be mediated by activation of the phosphatidylinositol-phospholipase C/inositol 1,4,5-trisphosphate receptor/Ca 2+ /protein kinase C signaling pathway downstream of glucagon-like peptide-1 receptor activation. Moreover, multielectrode array recordings revealed that glucagon-like peptide-1 functionally augmented the photoresponses of ON-type retinal ganglion cells. Optomotor response tests demonstrated that diabetic rats exhibited reductions in visual acuity and contrast sensitivity that were significantly ameliorated by topical administration of glucagon-like peptide-1. These results suggest that glucagon-like peptide-1 facilitates the release of γ-aminobutyric acid onto retinal ganglion cells through the activation of glucagon-like peptide-1 receptor, leading to the de-excitation of retinal ganglion cell circuits and the inhibition of excitotoxic processes associated with diabetic retinopathy. Collectively, our findings indicate that the γ-aminobutyric acid system has potential as a therapeutic target for mitigating early-stage diabetic retinopathy. Furthermore, the topical administration of glucagon-like peptide-1 eyedrops represents a non-invasive and effective treatment approach for managing early-stage diabetic retinopathy.
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Affiliation(s)
- Yu-Qi Shao
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
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Cifuentes-González C, Le Tong Y, Mejía-Salgado G, Chan R, Walter CFY, Rojas-Carabali W, Putera I, Mobasserian A, Nora RLD, Biswas J, Gangaputra S, Pulido JS, Kempen JH, Nguyen QD, de-la-Torre A, Gupta V, Rosenbaum JT, Agrawal R. Global demographic and etiological variations of retinal vasculitis: A systematic review and meta-analysis: International Uveitis Study Group (IUSG) Retinal Vasculitis Study (ReViSe) Report 1. Surv Ophthalmol 2025; 70:756-770. [PMID: 39921003 DOI: 10.1016/j.survophthal.2025.01.012] [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: 09/28/2024] [Revised: 01/23/2025] [Accepted: 01/30/2025] [Indexed: 02/10/2025]
Abstract
This systematic review with meta-analysis explores the global demographic and etiological variations of retinal vasculitis (RV), focusing on differences in frequency, age, sex, and etiology across diverse geographic populations. RV is an inflammatory condition that can lead to visual impairment, making understanding its variations essential for targeted screening and management. Systematic searches were conducted in multiple databases up to February, 2023, following PRISMA guidelines. We included studies with at least 10 RV cases, such that a frequency measurement can be estimated, without restrictions on publication date or language. RV was categorized as Idiopathic RV in the absence of additional ocular or systemic disease, Syndromic RV for ocular involvement without systemic disease, and Secondary RV in those asssociated with systemic disease. The risk of bias was evaluated using standardized tools. A total of 95 studies, including 23,180 patients, were analyzed. The overall RV frequency among uveitis cohorts was 17 %, with European populations showing the highest frequency at 25 %. Idiopathic RV accounted for 1 % of uveitis cohorts and 38 % of RV cohorts, with significant differences across continents. Behçet disease had the highest RV frequency at 56 %. The median age of diagnosis was 33.5 years, and RV was more frequent in males (57 %). Our findings underscore the considerable geographic and demographic variability in RV, particularly in Idiopathic RV, tuberculosis-related RV, and Behçet disease, highlighting the need for tailored, region-specific, and gender-specific approaches to RV diagnosis and treatment.
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Affiliation(s)
- Carlos Cifuentes-González
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Programme for Ocular Inflammation & Infection Translational Research, Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore
| | - Yong Le Tong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Germán Mejía-Salgado
- Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT). Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, Colombia; Colombian Visual Science and Translational Eye Research Insitute (CERI), Center of Excellence in Ocular Inflammation, Bogotá, Colombia; Helath Science Faculty, Universidad Autónoma de Bucaramanga UNAB, Bucaramanga, Colombia
| | - Reo Chan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | | | - William Rojas-Carabali
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Programme for Ocular Inflammation & Infection Translational Research, Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Ikhwanuliman Putera
- Department of Ophthalmology, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Kirana Eye Hospital, Jakarta, Indonesia; Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Azadeh Mobasserian
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, Palo Alto, CA, USA
| | - Rina La Distia Nora
- Department of Ophthalmology, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Kirana Eye Hospital, Jakarta, Indonesia
| | - Jyotirmay Biswas
- Department of Uvea and Ocular Pathology, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - Sapna Gangaputra
- Vanderbilt Eye Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jose S Pulido
- Ocular Oncology Service, Wills Eye Hospital, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, PA, USA; Bower Laboratory for Translational Medicine, Vickie and Jack Farber Vision Research Center at Wills Eye Hospital, Wills Eye Hospital, Philadelphia, PA, USA
| | - John H Kempen
- Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; Department of Ophthalmology and Schepens Eye Research Institute, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA; Sight for Souls, Bellevue, WA, USA; MyungSung Christian Medical Center (MCM) Comprehensive Specialized Hospital and MyungSung Medical College, Addis Ababa, Ethiopia; MCM Eye Unit, Addis Ababa, Ethiopia; Department of Ophthalmology, Addis Ababa University School of Medicine, Addis Ababa, Ethiopia
| | - Quan Dong Nguyen
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, Palo Alto, CA, USA
| | - Alejandra de-la-Torre
- Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT). Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, Colombia
| | - Vishali Gupta
- Advanced Eye Centre, Post, graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | | | - Rupesh Agrawal
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Programme for Ocular Inflammation & Infection Translational Research, Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore; Singapore Eye Research Institute, Singapore; Duke NUS Medical School, Singapore.
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Biber J, Gandor C, Becirovic E, Michalakis S. Retina-directed gene therapy: Achievements and remaining challenges. Pharmacol Ther 2025; 271:108862. [PMID: 40268248 DOI: 10.1016/j.pharmthera.2025.108862] [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: 10/07/2024] [Revised: 02/07/2025] [Accepted: 04/14/2025] [Indexed: 04/25/2025]
Abstract
Gene therapy is an innovative medical approach that offers new treatment options for congenital and acquired diseases by transferring, correcting, inactivating or regulating genes to supplement, replace or modify a gene function. The approval of voretigene neparvovec (Luxturna), a gene therapy for RPE65-associated retinopathy, has marked a milestone for the field of retinal gene therapy, but has also helped to accelerate the development of gene therapies for genetic diseases affecting other organs. Voretigene neparvovec is a vector based on adeno-associated virus (AAV) that delivers a functional copy of RPE65 to supplement the missing function of this gene. The AAV-based gene delivery has proven to be versatile and safe for the transfer of genetic material to retinal cells. However, challenges remain in treating additional inherited as well as acquired retinopathies with this technology. Despite the high level of activity in this field, no other AAV gene therapy for retinal diseases has been approved since voretigene neparvovec. Ongoing research focuses on overcoming the current restraints through innovative strategies like AAV capsid engineering, dual-AAV vector systems, or CRISPR/Cas-mediated genome editing. Additionally, AAV gene therapy is being explored for the treatment of complex acquired diseases like age-related macular degeneration (AMD) and diabetic retinopathy (DR) by targeting molecules involved in the pathobiology of the degenerative processes. This review outlines the current state of retinal gene therapy, highlighting ongoing challenges and future directions.
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Affiliation(s)
- Josef Biber
- Department of Ophthalmology, LMU University Hospital, LMU Munich, 80336 Munich, Germany
| | - Catharina Gandor
- Laboratory for Retinal Gene Therapy, Department of Ophthalmology, University Hospital Zurich, University of Zurich, Schlieren 8952, Switzerland
| | - Elvir Becirovic
- Laboratory for Retinal Gene Therapy, Department of Ophthalmology, University Hospital Zurich, University of Zurich, Schlieren 8952, Switzerland
| | - Stylianos Michalakis
- Department of Ophthalmology, LMU University Hospital, LMU Munich, 80336 Munich, Germany.
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Sadeghi E, Rahmanipour E, Valsecchi N, Kapoor S, Cicinelli MV, Chhablani J. An update on ocular effects of antidiabetic medications. Surv Ophthalmol 2025; 70:704-712. [PMID: 39855606 DOI: 10.1016/j.survophthal.2025.01.010] [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: 07/14/2024] [Revised: 01/15/2025] [Accepted: 01/20/2025] [Indexed: 01/27/2025]
Abstract
The global increase in the prevalence of type 2 diabetes has led to the development and implementation of new classes of antidiabetic medications, introducing advanced therapeutic options for the management of the disease. These new medications, though primarily designed to regulate blood glucose levels, also have applications in weight management, potentially transforming the current approaches to diabetes treatment. Newer medications, however, have ophthalmic side effects with controversies in trials and real-life data. We comprehensively assessed the ocular benefits and adverse effects of traditional and newer-generation anti-diabetic drugs. Our primary focus is on how these newer medications affect the stage of diabetic retinopathy. Additionally, we explore the associations between these medications and other ocular conditions, including age-related macular degeneration, glaucoma, orbital conditions, and diseases impacting the ocular surface. Furthermore, we provide contextual background by discussing the ocular effects of traditional anti-diabetic drugs.
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Affiliation(s)
- Elham Sadeghi
- University of Pittsburgh, School of Medicine, PA, USA.
| | - Elham Rahmanipour
- Immunology Research Center, Mashhad University of Medical Science, Mashhad, Iran.
| | - Nicola Valsecchi
- University of Pittsburgh, School of Medicine, PA, USA; Ophthalmology Unit, Dipartimento di Scienze Mediche e Chirurgiche, Alma Mater Studiorum University of Bologna, Bologna, Italy; IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
| | - Saloni Kapoor
- University of Pittsburgh, School of Medicine, PA, USA.
| | | | - Jay Chhablani
- University of Pittsburgh, School of Medicine, PA, USA.
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Zhou Y, Song L, Yin X, Zhu W, Zeng M. Coffee intake, plasma caffeine levels, and diabetic microvascular complications: A Mendelian randomization study. Nutr Metab Cardiovasc Dis 2025; 35:103856. [PMID: 39939259 DOI: 10.1016/j.numecd.2025.103856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 12/15/2024] [Accepted: 01/02/2025] [Indexed: 02/14/2025]
Abstract
BACKGROUND AND AIM Diabetic microvascular complications pose significant health challenges for individuals. The influence of modifiable lifestyle factors, such as coffee intake, on these complications has not been conclusively determined, highlighting the need for a causality assessment. METHODS AND RESULTS Utilizing Mendelian randomization (MR), this study explored the causal links between coffee intake, plasma caffeine levels, and diabetic microvascular complications using data from FinnGen. Single nucleotide polymorphisms associated with coffee intake and plasma caffeine levels were identified through genome-wide association study meta-analyses. The univariable MR analysis indicated a slightly increased risk for diabetic retinopathy (OR 1.006; 95 % CI: 1.002-1.010; P = 0.003) and a suggestively elevated risk for nephropathy (OR 1.011; 95 % CI: 1.001-1.022; P = 0.036) associated with genetically predicted higher coffee intake, while no significant effect on neuropathy was observed. Multivariable MR analysis, adjusted for smoking, revealed a significant protective effect of coffee intake on diabetic retinopathy (OR 0.895; 95 % CI: 0.856-0.936; P = 9.468 × 10-7) and a suggestive reduction in risk for diabetic nephropathy (OR 0.828; 95 % CI: 0.712-0.963; P = 0.014). Higher plasma caffeine levels were also suggestively protective against these complications. CONCLUSIONS Our findings suggest that genetically predicted higher coffee intake and plasma caffeine levels are protective for diabetic retinopathy and nephropathy. Further research is necessary to substantiate these findings and to investigate their potential impact on diabetes management strategies.
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Affiliation(s)
- Yue Zhou
- Department of Ophthalmology, The Second Affiliated Hospital of Guangzhou Medical University, No.250 Changgang East Road, Haizhu District, Guangzhou City, China.
| | - Li Song
- Department of Ophthalmology, The Second Affiliated Hospital of Guangzhou Medical University, No.250 Changgang East Road, Haizhu District, Guangzhou City, China
| | - Xi Yin
- Department of Ophthalmology, The Second Affiliated Hospital of Guangzhou Medical University, No.250 Changgang East Road, Haizhu District, Guangzhou City, China
| | - Wengen Zhu
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou City, China
| | - Minzhi Zeng
- Department of Ophthalmology, The Second Affiliated Hospital of Guangzhou Medical University, No.250 Changgang East Road, Haizhu District, Guangzhou City, China.
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Norouz Dolatabadi E, Akbarzadeh Zaky MR, Hashim Abbas F, Eftekhari Milani A, André H, Alizadeh E. Recent advances on modeling retinal disease: Towards efficient gene/drug therapy. Exp Eye Res 2025; 256:110416. [PMID: 40320033 DOI: 10.1016/j.exer.2025.110416] [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: 02/17/2025] [Revised: 03/22/2025] [Accepted: 05/01/2025] [Indexed: 05/07/2025]
Abstract
Advanced modeling biotechnologies are required to understand retinal diseases and develop effective treatments based on the patient's genetic background, lifestyle, and environment. In this work, recent advances in different types of study models that are used in the retinal disease area of research will be explored. The retinal models to be covered are: in vivo systems (human and animal), in vitro organisms (cell lines, primary cells, patient-derived stem cells, microfluidics, organoids, and spheroids), ex vivo models (explant cultures and retinal tissue preparations), and in silico models (computational and mathematical). Moreover, the unique comprehension of models of retinal disease, advantages, and disadvantages will be scrutinized. Finally, innovations/improvements derived from models towards gene and pharmacological therapy that display promise for treating retinal illnesses are elucidated.
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Affiliation(s)
- Elham Norouz Dolatabadi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Fatima Hashim Abbas
- Department of Aesthetic and Laser Techniques, College of Health and Medical Techniques, Al-Mustagbal University, Babylon, Iraq
| | | | - Helder André
- Department of Clinical Neuroscience, Karolinska Institute, Karolinska, Sweden
| | - Effat Alizadeh
- Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran; Endocrin Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
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Wang Y, Yang M, Wang X, Zou H, Chen X, Yuan R. Role of Gpr124 in the Migration and Proliferation of Retinal Microvascular Endothelial Cells and Microangiopathies in Diabetic Retinopathy. Mol Biotechnol 2025; 67:2467-2480. [PMID: 38862861 DOI: 10.1007/s12033-024-01210-w] [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: 02/13/2024] [Accepted: 05/27/2024] [Indexed: 06/13/2024]
Abstract
Retinal microangiopathies, such as neovascularization and preretinal and vitreous hemorrhages, are the primary pathological features of diabetic retinopathy (DR). These conditions can worsen visual impairment and may result in blindness. Furthermore, multiple metabolic pathways are associated with microangiopathy in DR. However, the specific underlying pathological mechanisms remain unclear. Several studies have demonstrated the important role of G protein-coupled receptor 124 (Gpr124) in cerebral vascular endothelial cells, but its effect on the retinal endothelium has not been elucidated. In this study, we found that Gpr124 is expressed in both pathological retinal fibrous vascular membranes of DR patients and retinal blood vessels of mice, with elevated protein expression specifically observed in the retinas of DR model mice. Furthermore, Gpr124 expression was elevated after high-glucose treatment of human retinal microvascular endothelial cells (HRMECs). Inhibition of Gpr124 expression affected the high glucose-induced proliferation, migration, and tube-forming ability of HRMECs. We concluded that Gpr124 expression was upregulated in DR and promoted HRMECs angiogenesis in a high-glucose environment. This finding may help to elucidate the pathogenesis of DR and provide a critical research basis for identifying effective treatments.
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Affiliation(s)
- Yuwen Wang
- Department of Ophthalmology, Xinqiao Hospital, Army Medical University, Xinqiao Road, Shapingba District, Chongqing, 400037, China
| | - Mei Yang
- Department of Ophthalmology, Xinqiao Hospital, Army Medical University, Xinqiao Road, Shapingba District, Chongqing, 400037, China
| | - Xuan Wang
- Department of Ophthalmology, Daping Hospital, Army Medical University, Chongqing, 400042, China
| | - Huan Zou
- Department of Ophthalmology, Xinqiao Hospital, Army Medical University, Xinqiao Road, Shapingba District, Chongqing, 400037, China.
| | - Xiaofan Chen
- Department of Ophthalmology, Xinqiao Hospital, Army Medical University, Xinqiao Road, Shapingba District, Chongqing, 400037, China
| | - Rongdi Yuan
- Department of Ophthalmology, Xinqiao Hospital, Army Medical University, Xinqiao Road, Shapingba District, Chongqing, 400037, China.
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Zhu H, Li B, Huang T, Wang B, Li S, Yu K, Cai L, Ye Y, Chen S, Zhu H, Xu J, Lu Q, Ji L. Update in the molecular mechanism and biomarkers of diabetic retinopathy. Biochim Biophys Acta Mol Basis Dis 2025; 1871:167758. [PMID: 40048937 DOI: 10.1016/j.bbadis.2025.167758] [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: 10/27/2024] [Revised: 01/27/2025] [Accepted: 02/25/2025] [Indexed: 04/15/2025]
Abstract
Diabetic retinopathy (DR) is a serious complication of diabetes caused by long-term hyperglycemia that leads to microvascular and neuronal damage in the retina. The molecular mechanisms of DR involve oxidative stress, inflammatory responses, neurodegenerative changes, and vascular dysfunction triggered by hyperglycemia. Oxidative stress activates multiple metabolic pathways, such as the polyol, hexosamine, and protein kinase C (PKC) pathways, resulting in the production of, which in turn promote the formation of advanced glycation end products (AGEs). These pathways exacerbate vascular endothelial damage and the release of inflammatory factors, activating inflammatory signaling pathways such as the NF-κB pathway, leading to retinal cell damage and apoptosis. Additionally, DR involves neurodegenerative changes, including the activation of glial cells, neuronal dysfunction, and cell death. Research on the multiomics molecular markers of DR has revealed complex mechanisms at the genetic, epigenetic, and transcriptional levels. Genome-wide association studies (GWASs) have identified multiple genetic loci associated with DR that are involved in metabolic and inflammatory pathways. Noncoding RNAs, such as miRNAs, circRNAs, and lncRNAs, participate in the development of DR by regulating gene expression. Proteomic, metabolomic and lipidomic analyses have revealed specific proteins, metabolites and lipid changes associated with DR, providing potential biomarkers for the early diagnosis and treatment of this disease. This review provides a comprehensive perspective for understanding the molecular network of DR and facilitates the exploration of innovative therapeutic approaches.
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Affiliation(s)
- Hui Zhu
- Department of Ophthalmology, the Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang 315040, China
| | - Bingqi Li
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Tao Huang
- Department of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Bin Wang
- Department of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Shuoyu Li
- Department of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Kuai Yu
- Department of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Liwei Cai
- Department of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Yuxin Ye
- Department of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Siyuan Chen
- Department of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Haotian Zhu
- Department of Clinical Medicine, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Jin Xu
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China; Zhejiang Key Laboratory of Pathophysiology, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China.
| | - Qinkang Lu
- Department of Ophthalmology, the Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang 315040, China.
| | - Lindan Ji
- Zhejiang Key Laboratory of Pathophysiology, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China; Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Health Science Center, Ningbo University, Ningbo, Zhejiang 315211, China.
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Gao JJ, Liu H, Zhang TY, Wang YW. A simple and accessible diabetic retinopathy risk prediction model: Establishment and validation in a hospital-based cohort of type 2 diabetes patients. Diabetes Res Clin Pract 2025; 224:112211. [PMID: 40319923 DOI: 10.1016/j.diabres.2025.112211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 04/11/2025] [Accepted: 04/28/2025] [Indexed: 05/07/2025]
Abstract
AIMS Diabetic retinopathy (DR) is a leading cause of vision loss, with early detection challenging due to asymptomatic progression and limited predictive tools. To address this, we aimed to develop and validate a risk nomogram for DR prediction in type 2 diabetes patients. METHODS In this retrospective cohort study of 70,073 patients with type 2 diabetes admitted from 2013 to 2019, 2,585 patients were included after exclusions. Patients were randomly assigned to derivation (2/3) and validation (1/3) sets. The prediction model was derived using Cox proportional hazards regression. A nomogram was developed and evaluated for discriminatory capacity and calibration accuracy. RESULTS Among 2585 participants (mean age 59 years), 220 (8.5 %) developed retinopathy over a median follow-up of 34 months. We identified key predictors: glycated haemoglobin A1c, serum urea, and diabetes duration. Predictive models for 1-, 3-, and 5-year retinopathy-free survival were constructed and presented as a nomogram, demonstrating good discriminatory power (AUC: 0.941, 0.886, 0.594 in derivation; 0.747, 0.736, 0.670 in validation). Calibration plots further corroborated the improved fit for 3- and 5-year models. CONCLUSIONS The proposed model shows promise for guiding early interventions and improving outcomes. Further external validation is needed to confirm its applicability across diverse populations.
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Affiliation(s)
- Juan-Juan Gao
- Biobank, The First Affiliated Hospital of Xi 'an Jiaotong University, Xi'an 710061 Shaanxi, China; Shaanxi Engineering Research Center for Biobank and Advanced Medical Research, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061 Shaanxi, China; International Obesity and Metabolic Disease Research Center (IOMC), Xi'an Jiaotong University, Xi'an 710061, China
| | - Hui Liu
- Biobank, The First Affiliated Hospital of Xi 'an Jiaotong University, Xi'an 710061 Shaanxi, China; Shaanxi Engineering Research Center for Biobank and Advanced Medical Research, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061 Shaanxi, China
| | - Tian-Yi Zhang
- Biobank, The First Affiliated Hospital of Xi 'an Jiaotong University, Xi'an 710061 Shaanxi, China; Shaanxi Engineering Research Center for Biobank and Advanced Medical Research, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061 Shaanxi, China
| | - Ya-Wen Wang
- Biobank, The First Affiliated Hospital of Xi 'an Jiaotong University, Xi'an 710061 Shaanxi, China; Shaanxi Engineering Research Center for Biobank and Advanced Medical Research, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061 Shaanxi, China.
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Gullaksen S, Vernstrøm L, Sørensen SS, Funck KL, Petersen L, Bek T, Poulsen PL, Laugesen E. Semaglutide, central retinal thickness and continuous glucose monitoring in persons with type 2 diabetes: A post-hoc analysis from a randomised trial. J Diabetes Complications 2025; 39:109039. [PMID: 40239470 DOI: 10.1016/j.jdiacomp.2025.109039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Revised: 03/25/2025] [Accepted: 04/07/2025] [Indexed: 04/18/2025]
Abstract
AIMS Glycemic control is important for preventing diabetic retinopathy (DR), but rapid improvements could deteriorate the disease. In some, but not all studies, semaglutide is speculated to worsen DR, but the mechanism is unknown. Central retinal thickness (CRT) is an early marker of DR. Therefore, the objective was to investigate whether increased Time in Range (TIR (3.9-10.0 mmol/L)), was associated with reduced CRT in persons treated with semaglutide. METHODS Forty participants with type 2 diabetes were included in this post-hoc analysis of a 32-week randomised, placebo-controlled, partly open-label trial investigating the separate and combined effects of semaglutide and empagliflozin on target organ damage in 120 participants with type 2 diabetes. Individuals were randomised into four groups: i) semaglutide, ii) empagliflozin, iii) the combination or iv) placebo, n = 30 for each group). In the present study, 10 participants from each of the 4 arms participated. TIR was assessed using Continuous Glucose Measurement for 7-8 days and CRT was assessed using ocular coherence tomography. RESULTS In the 10 individuals treated with semaglutide, CRT increased ~1 % (3.76 μm, 95%CI [-0.32; 7.85], p = 0.065) compared to placebo. This was attenuated with adjustment for TIR (p = 0.21). Independently of the four interventions, increased TIR remained associated with increased CRT (0.07 μm, 95%CI[0.03; 0.12]μm, p = 0.002). CONCLUSION Semaglutide treatment did not impact CRT beyond what could be explained by changes in glycaemia. Across all interventions, increased TIR was associated with increases in CRT, thus supporting the link between rapid improved glycemia and DR.
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Affiliation(s)
- Søren Gullaksen
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark; Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark; Steno Diabetes Center, Aarhus University Hospital, 8200 Aarhus N, Denmark.
| | - Liv Vernstrøm
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark; Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Steffen Skovgaard Sørensen
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark; Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | | | - Line Petersen
- Department of Ophthalmology, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Toke Bek
- Department of Ophthalmology, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Per Løgstrup Poulsen
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark; Steno Diabetes Center, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Esben Laugesen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark; Steno Diabetes Center, Aarhus University Hospital, 8200 Aarhus N, Denmark; Diagnostic Centre, Silkeborg Regional Hospital, 8600 Silkeborg, Denmark
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11
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Fan J, Yang T, Wang H, Zhang H, Zhang W, Ji M, Miao J. A Self-Supervised Equivariant Refinement Classification Network for Diabetic Retinopathy Classification. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2025; 38:1796-1811. [PMID: 39299958 DOI: 10.1007/s10278-024-01270-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Revised: 09/09/2024] [Accepted: 09/10/2024] [Indexed: 09/22/2024]
Abstract
Diabetic retinopathy (DR) is a retinal disease caused by diabetes. If there is no intervention, it may even lead to blindness. Therefore, the detection of diabetic retinopathy is of great significance for preventing blindness in patients. Most of the existing DR detection methods use supervised methods, which usually require a large number of accurate pixel-level annotations. To solve this problem, we propose a self-supervised Equivariant Refinement Classification Network (ERCN) for DR classification. First, we use an unsupervised contrast pre-training network to learn a more generalized representation. Secondly, the class activation map (CAM) is refined by self-supervision learning. It first uses a spatial masking method to suppress low-confidence predictions, and then uses the feature similarity between pixels to encourage fine-grained activation to achieve more accurate positioning of the lesion. We propose a hybrid equivariant regularization loss to alleviate the degradation caused by the local minimum in the CAM refinement process. To further improve the classification accuracy, we propose an attention-based multi-instance learning (MIL), which weights each element of the feature map as an instance, which is more effective than the traditional patch-based instance extraction method. We evaluate our method on the EyePACS and DAVIS datasets and achieved 87.4% test accuracy in the EyePACS dataset and 88.7% test accuracy in the DAVIS dataset. It shows that the proposed method achieves better performance in DR detection compared with other state-of-the-art methods in self-supervised DR detection.
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Affiliation(s)
- Jiacheng Fan
- School of Information Science and Engineering, Henan University of Technology, Zhengzhou, 450001, China
| | - Tiejun Yang
- School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou, 450001, China.
- Key Laboratory of Grain Information Processing and Control (HAUT), Ministry of Education, Zhengzhou, China.
- Henan Key Laboratory of Grain Photoelectric Detection and Control (HAUT), 100 Lianhua Street, High-Tech Zone, Zhengzhou, 450001, Henan, China.
| | - Heng Wang
- School of Information Science and Engineering, Henan University of Technology, Zhengzhou, 450001, China
| | - Huiyao Zhang
- School of Information Science and Engineering, Henan University of Technology, Zhengzhou, 450001, China
| | - Wenjie Zhang
- School of Information Science and Engineering, Henan University of Technology, Zhengzhou, 450001, China
| | - Mingzhu Ji
- School of Information Science and Engineering, Henan University of Technology, Zhengzhou, 450001, China
| | - Jianyu Miao
- School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou, 450001, China
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12
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Yang L, Yao Y, Zheng W, Zheng X, Xie M, Huang L. Nitric oxide mediates negative feedback on the TXNIP/NLRP3 inflammasome pathway to prevent retinal neurovascular unit dysfunction in early diabetic retinopathy. Free Radic Biol Med 2025; 233:279-291. [PMID: 40180022 DOI: 10.1016/j.freeradbiomed.2025.03.050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Revised: 03/06/2025] [Accepted: 03/31/2025] [Indexed: 04/05/2025]
Abstract
Diabetic retinopathy (DR) is a leading cause of vision impairment in working-age adults, and is driven by complex neurovascular dysfunction. This study aimed to elucidate whether nitric oxide (NO) can modulate the TXNIP/NLRP3 inflammasome pathway and mitigate retinal neurovascular unit (NVU) damage during early DR. In an in vitro co-culture system, silencing TXNIP or NLRP3 in retinal microglia (RMG) significantly upregulated glial cell-derived neurotrophic factor (GDNF) and downregulated inducible nitric oxide synthase (iNOS) expression in retinal ganglion cells (RGC). Moreover, it resulted in decreased iNOS and vascular endothelial growth factor A (VEGFA) levels and enhanced the expression of tight junction proteins (Occludin and ZO-1) in retinal microvascular endothelial cells (RMEC), while also reducing NO release and inhibiting RMEC tube formation. Treatment with S-nitroso-N-acetyl penicillamine (SNAP), an NO donor, significantly downregulated TXNIP/NLRP3 inflammasome signaling in RMG, decreased RGC apoptosis, and inhibited tube formation in RMEC. It also upregulated GDNF, suppressed iNOS in RGC, decreased VEGFA, and improved tight junction proteins in RMEC. Treatment with 1400W, an iNOS inhibitor, resulted in decreased NO concentration and increased IL-1β levels in the co-culture supernatant, without significantly affecting iNOS expression in RGC or RMEC. In an early DR rat model, Electroretinogram (ERG), Optical Coherence Tomography (OCT), Fluorescein Angiography (FFA), Evans blue assays, Immunofluorescence staining, and TUNEL staining confirmed that sodium nitroprusside (SNP), NO donor administration mitigated retinal neural and vascular dysfunction, and preserved retinal NVU integrity. Concurrently, SNP treatment reduced IL-1β expression and increased GDNF and Occludin levels in the early DR retina. Genetic Association Database (GAD) enrichment analysis and protein-protein interaction (PPI) network validation indicated that NO functions as a downstream mediator of the TXNIP/NLRP3 inflammasome pathway and exhibits a strong association with DR. These findings suggest that NO mediates negative feedback in the TXNIP/NLRP3 inflammasome pathway to exert protective effects against retinal NVU dysfunction in early DR, thereby offering potential therapeutic strategies for early intervention in DR.
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Affiliation(s)
- Li Yang
- Department of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China; Department of Ophthalmology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China; Fujian Institute of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
| | - Yao Yao
- Department of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China; Department of Ophthalmology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China; Fujian Institute of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
| | - Weidong Zheng
- Department of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China; Department of Ophthalmology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China; Fujian Institute of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
| | - Xuedong Zheng
- Department of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China; Department of Ophthalmology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China; Fujian Institute of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
| | - Maosong Xie
- Department of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China; Department of Ophthalmology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China; Fujian Institute of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
| | - Libin Huang
- Department of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China; Department of Ophthalmology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China; Fujian Institute of Ophthalmology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China.
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13
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Wu D, Li W. Meta-Analysis of the Association Between VEGF-2578C/A Polymorphism and Susceptibility to Type 2 Diabetic Retinopathy. Curr Eye Res 2025; 50:559-566. [PMID: 39844598 DOI: 10.1080/02713683.2025.2451616] [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: 07/31/2024] [Revised: 11/19/2024] [Accepted: 01/06/2025] [Indexed: 01/24/2025]
Abstract
PURPOSE to investigate the association between vascular endothelial growth factor (VEGF)-2578C/A polymorphism and susceptibility to type 2 diabetic retinopathy (T2DR) by meta-analysis. METHODS According to the search strategy, Four databases were retrieved to identify the literature on the relationship between VEGF polymorphism and the risk of T2DR from inception to July 2024. Stata 15.0 was used for data processing. RESULTS Ten articles were involved in this review, covering 1390 cases and 1306 controls. The pooled results exhibited that the risk of T2DR was associated with VEGF-2578C/A polymorphism under the allele model (A/C: OR= 1.33, 95%CI: 1.04-1.72, p = 0.025) and dominant models (AA+CA/CC: OR= 1.38, 95%CI: 1.00-1.91, p = 0.047). However, in recessive, homozygous, and heterozygous models, no significant difference was observed (all p > 0.05). CONCLUSIONS The VEGF-2578C/A polymorphism is associated with susceptibility to T2DR. In particular, allele A and genotype AA+CA at the VEGF-2578C/A locus were significantly associated with an increased risk of T2DR.
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Affiliation(s)
- Dingyong Wu
- Fundus Disease Department, Ai'er Ophthalmology Hospital of Shangrao, Shangrao, Jiangxi, China
| | - Wanting Li
- Fundus Disease Department, Ai'er Ophthalmology Hospital of Shangrao, Shangrao, Jiangxi, China
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14
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Pedrini A, Nowosielski Y, Rehak M. Diabetic retinopathy-recommendations for screening and treatment. Wien Med Wochenschr 2025; 175:253-263. [PMID: 40343680 DOI: 10.1007/s10354-025-01088-6] [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: 08/03/2024] [Accepted: 04/06/2025] [Indexed: 05/11/2025]
Abstract
Diabetic retinopathy (DR), the prevalence of which continues to rise, is one of the most common causes of vision loss worldwide. Experimental and clinical research in recent years has contributed to a better understanding of the pathogenesis of DR, which is complex and results from many interrelated processes leading to abnormal permeability and occlusion of the retinal vasculature, with ischemia and subsequent neovascularization. According to the absence or presence of neovascularization, DR is divided into two main forms: nonproliferative and proliferative DR. From nonproliferative to proliferative disease, diabetic macular edema (DME) can develop anywhere along the spectrum. As the majority of diabetics have no ophthalmologic symptoms, screening plays an important role in preventing the development of retinal disease. Specific treatment options beyond metabolic risk factor control, including intravitreal administration of anti-vascular endothelial growth factor (VEGF) agents or corticosteroids, laser photocoagulation, and vitreous surgery, are effective approaches for ocular diabetic complications.
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Affiliation(s)
- Alisa Pedrini
- Department of Ophthalmology, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria
| | - Yvonne Nowosielski
- Department of Ophthalmology, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.
| | - Matus Rehak
- Department of Ophthalmology, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria
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15
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Wong YL, Aslam TM, Chang DF, Erny B. Sustaining Ophthalmic Practices for the Future: A High-Value Care Approach to Environmental Responsibility. Ophthalmol Ther 2025; 14:1199-1218. [PMID: 40293679 PMCID: PMC12069770 DOI: 10.1007/s40123-025-01146-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2025] [Accepted: 04/07/2025] [Indexed: 04/30/2025] Open
Abstract
Ophthalmology, like all medical specialities, is continuously evolving to adapt to emerging challenges and advancements. The evidence-based medical practices that previously guided policies and regulations may no longer be sufficient or sustainable in the context of an ageing population, increasing healthcare demands, and the urgent need for sustainability. As the global burden on healthcare systems grows, sustainability must be considered from multiple perspectives, including financial and environmental aspects, without compromising patient outcomes. While financial sustainability is essential to ensure cost-effective resource allocation, accessibility, and affordability for both healthcare providers and patients, environmental sustainability is becoming an increasing priority. Efforts to minimise the carbon footprint associated with medical procedures, transportation, and the production and disposal of ophthalmic equipment and materials are necessary. This paper highlights key examples of areas within ophthalmology where sustainability can be enhanced by practicing high-value care. We describe targeted opportunities that demonstrate how sustainable practices can be successfully integrated into ophthalmology without compromising patient care or operational feasibility.
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Affiliation(s)
- Yee Ling Wong
- Manchester Royal Eye Hospital, Manchester University NHS Foundation Trust, Manchester, UK.
| | - Tariq M Aslam
- Manchester Royal Eye Hospital, Manchester University NHS Foundation Trust, Manchester, UK
- School of Pharmacy and Optometry, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
- Manchester Royal Eye Hospital, NHS Central Manchester University Hospitals, Manchester, UK
| | - David F Chang
- Altos Eye Physicians, Los Altos, CA, USA
- University of California, San Francisco, CA, USA
| | - Barbara Erny
- Stanford University School of Medicine, Stanford, USA
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16
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Yang Q, Teo KYC, Hong Y, Tan B, Schmetterer L, Cheung CMG, Wong TY, Tan Siew Wei G. Flow and ischemic changes in retina and choroid across diabetic retinopathy spectrum: a SS-OCTA study. Eye (Lond) 2025; 39:1631-1640. [PMID: 40016519 PMCID: PMC12089474 DOI: 10.1038/s41433-025-03639-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Revised: 01/02/2025] [Accepted: 01/23/2025] [Indexed: 03/01/2025] Open
Abstract
PURPOSE To examine changes in retinal and choroidal vasculature in diabetes mellitus across the range of diabetic retinopathy (DR) severities using optical coherence tomography angiography (OCTA) and compare the patterns of vascular changes. METHODS We conducted a cross-sectional study enrolling 296 patients (498 eyes) with diabetes mellitus. Swept-Source OCT Angiography variables in both retina and choroid, including perfusion density (PD), vessel density (VD), large vessel density (LVD) in both superficial and deep layer of retina and CC flow voids (FD) density of the choroid were quantified. Correlations between OCTA parameters and DR severity, visual acuity and studied factors were performed. RESULTS Totally 498 eyes including 176 had no DR, 160 had mild NPDR, 98 had moderate NPDR, 11 had severe NPDR, 41 had PDR with PRP, and 12 had PDR without PRP. Choriocapillaris (CC) flow voids density increased with increasing DR severity (17.06% vs 17.41% vs 17.60% vs 17.62% vs 18.05% vs 18.41%, p-trend = 0.0004), FAZ area increased with DR severity in both superficial and deep layer (superficial layer p trend=0.0027; deep layer p trend=0.0022). Visual acuity correlated negatively with CC flow voids (Pearson's ρ = 0.09, p = 0.04) and superficial FAZ area (Pearson's ρ = 0.22, p < 0.001), while inversely correlated with SCP PD (Pearson's ρ = -0.15, p < 0.001) and VD (Pearson's ρ = -0.15, p < 0.001), as well as DCP PD (Pearson's ρ = -0.21, p < 0.001) and VD (Pearson's ρ = -0.19, p < 0.001). CONCLUSION Choriocapillaris ischemia increased, FAZ area enlarged, and total retina perfusion density decreased with increasing DR severity. The deep layer and large vessels may change in early stage before DR progresses to PDR. More ischemia and vessel tortuosity are correlated with worse visual acuity and higher HbA1c level. OCTA can be utilized to detect both large and small vascular changes in both the retina and choroid in DR patients.
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Affiliation(s)
- Qianhui 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
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Kelvin Y C Teo
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Yueheng Hong
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Bingyao Tan
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Leopold Schmetterer
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore
- Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Republic of Singapore
- SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Republic of Singapore
- School of Chemical and Biological Engineering, Nanyang Technological University, Singapore, Republic of Singapore
- Center for Medical Physics and Biomedical Engineering, Medical University Vienna, Vienna, Austria
- Department of Clinical Pharmacology, Medical University Vienna, Vienna, Austria
- Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
- Foundation Ophtalmologique Adolphe De Rothschild, Paris, France
| | - Chui Ming Gemmy Cheung
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Tien Yin Wong
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore
- Tsinghua Medicine, Tsinghua University, Beijing, China
| | - Gavin Tan Siew Wei
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore.
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Rani PK, Kalavalapalli D, Narayanan R, Kalavalapalli S, Narula R, Sahay RK, Deo S. SMART (artificial intelligence enabled) DROP (diabetic retinopathy outcomes and pathways): Study protocol for diabetic retinopathy management. PLoS One 2025; 20:e0324382. [PMID: 40388448 PMCID: PMC12088010 DOI: 10.1371/journal.pone.0324382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 04/22/2025] [Indexed: 05/21/2025] Open
Abstract
INTRODUCTION Delayed diagnosis of diabetic retinopathy (DR) remains a significant challenge, often leading to preventable blindness and visual impairment. Given that physicians are frequently the first point of contact for people with diabetes, there is a critical need for integrated screening programs within diabetes clinics to enhance DR management and reduce the risk of severe vision loss. METHODS AND ANALYSIS We will conduct a prospective cohort study comparing (i) the intervention cohort, screened at diabetes clinics and referred to eye clinics per the proposed pathway, and (ii) the standard-of-care (SOC) eye clinic cohort. The study will be conducted in Hyderabad, India, at LV Prasad Eye Institute and four IDEA (Institute of Diabetes, Endocrinology, and Adiposity) Clinics. The primary objective is to evaluate the effectiveness of a systematic diabetic retinopathy screening program in achieving earlier detection and reducing visual impairment among People With Diabetes (PWD) attending IDEA clinics compared to routine care at eye care settings. The screening program will be operationalized using AI-enabled tools and supported by trained non-medical technicians. We will perform visual acuity tests and non-mydriatic fundus photography using AI-assisted cameras. DR-positive patients will be referred for treatment and follow-up. We aim to achieve high accuracy (>90%) in appropriate referral of DR and high screening coverage (>80%) of eligible PWD. Success metrics include screening uptake, AI diagnostic accuracy, referral rates, cost-effectiveness, patient satisfaction, follow-up adherence, and long-term outcomes. CONCLUSION This study aims to enhance diabetic retinopathy screening and management through an AI-enabled approach at diabetes clinics, improving early detection and care pathways. The findings will contribute to evidence-based strategies for optimizing DR screening and management, with results disseminated through peer-reviewed publications to inform policy and practice. TRIAL REGISTRATION Trial registration number: CTRI/2024/03/064518 [Registered on: 20/03/2024] (https://ctri.nic.in/).
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Affiliation(s)
- Padmaja Kumari Rani
- Department of Teleophthalmology, L V Prasad Eye Institute, Hyderabad, Telangana, India
- Anant Bajaj Retina Institute, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | | | - Raja Narayanan
- Anant Bajaj Retina Institute, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Shyam Kalavalapalli
- IDEA (Institute of Diabetes, Endocrinology, and Adiposity) Clinics, Hyderabad, Telangana, India
| | - Ritesh Narula
- Anant Bajaj Retina Institute, L V Prasad Eye Institute, Hyderabad, Telangana, India
- LILAC (L V Prasad eye institute Image Laboratory and Analysis Centre), Hyderabad, Telangana, India
| | - Rakesh K. Sahay
- IDEA (Institute of Diabetes, Endocrinology, and Adiposity) Clinics, Hyderabad, Telangana, India
- Osmania General Hospital, Hyderabad, Telangana, India
| | - Sarang Deo
- Max Institute of Health Care Management, Indian School of Business, Hyderabad, Telangana, India
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18
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Wen S, He X, Wang J, Wen Z, Ai H, Cai M, Yang Y, Li H, Li S, Shi G, Xu A, Xiao Z, Shuai X, Chen Y. Endothelia-targeting eye drops deliver a STING inhibitor to effectively reduce retinal neovascularization in ischemic retinopathy. Biomaterials 2025; 323:123424. [PMID: 40408973 DOI: 10.1016/j.biomaterials.2025.123424] [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: 02/05/2025] [Revised: 05/02/2025] [Accepted: 05/19/2025] [Indexed: 05/25/2025]
Abstract
Retinal neovascularization is the main pathologic feature of ischemic retinopathy, which eventually leads to vision loss and even blindness. Current treatments like laser photocoagulation and intravitreal injection of anti-vascular endothelial growth factor A drugs are invasive, expensive, and incompetent. Therefore, it is urgent to explore optimized therapies, particularly eye drops, to improve treatment effects. Our recent study reported that abnormal up-regulation of stimulator of interferon genes (STING) is closely associated with retinal vascular diseases, and it is highly enriched in retinal endothelial cells with retinopathy. Thus, we evaluated whether endothelial STING affects retinal neovascularization. In addition, we constructed iRGD- and TAT-decorated nanoparticles (NPs) loaded with C-176 (I/T-C-NP), capable of penetrating the cornea and targeting retinal endothelial cells. The I/T-C-NP eye drops were applied to the eyes of oxygen-induced retinopathy mice, resulting in attenuated activation of the STING pathway. Consequently, retinal neovascularization and vascular tortuosity were effectively reduced, astrocyte activation was prohibited, and pericyte coverage was improved. These observations suggest that I/T-C-NP eye drops can be a potential solution for the treatment of retinal neovascularization.
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Affiliation(s)
- Siying Wen
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Xuemin He
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Jiachen Wang
- PCFM Lab of Ministry of Education, School of Materials Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510275, China
| | - Zheyao Wen
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Heying Ai
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Mengyin Cai
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Yi Yang
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Hejun Li
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Shasha Li
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Guojun Shi
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China
| | - Aimin Xu
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, 999077, Hong Kong Special Administrative Region of China; Department of Medicine, The University of Hong Kong, 999077, Hong Kong Special Administrative Region of China
| | - Zecong Xiao
- Nanomedicine Research Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China.
| | - Xintao Shuai
- Nanomedicine Research Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China.
| | - Yanming Chen
- Department of Endocrinology and Metabolic Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Guangdong Provincial Key Laboratory of Diabetology & Guangzhou Municipal Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, 510630, China; Department of Endocrinology and Metabolic Diseases, The Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen, Guangdong, 518033, China.
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El-Badawi K, Scrivens B, Eke O, Ismail R, Kobayter L, Salvatore S. Twelve-Month Outcomes of Faricimab for Patients with Sub-Optimally Responsive Diabetic Macular Oedema: A Retrospective Single-Centre Study. Clin Ophthalmol 2025; 19:1583-1591. [PMID: 40396158 PMCID: PMC12091065 DOI: 10.2147/opth.s513009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2025] [Accepted: 04/11/2025] [Indexed: 05/22/2025] Open
Abstract
Purpose To evaluate the visual and anatomical outcomes of switching diabetic macular oedema (DMO) patients with suboptimal response to aflibercept 2mg to faricimab over a 12-month period. Patients and Methods This retrospective single centre study enrolled 62 eyes from 50 patients with diabetic macular oedema (DMO) who demonstrated a sub-optimal response to aflibercept 2mg. Sub-optimal response was defined by a central subfield thickness (CST) exceeding 325µm or greater than 20% increase from the best CST despite receiving aflibercept 2mg at intervals of 8 weeks or less. Patients had received at least six 4-weekly doses of aflibercept 2mg. Faricimab was administered as four intravitreal loading injections at 4-weekly intervals, followed by a treat-and-extend approach. Outcome measures, including best-recorded visual acuity (BRVA), CST, and treatment intervals, were assessed at baseline, post-loading (6.5 ± 1.9 weeks) and at the latest clinic review (57.1 ± 19.7 weeks). Statistical analysis included paired t-tests (normal distribution) and Wilcoxon signed-rank tests (non-normal distribution), with p < 0.05 considered statistically significant. Results Mean age was 63.9 (±11.4) years, 56% participants were male. At baseline, the mean BRVA was 67.6 (±11.8) letters, and CST measured 406.4 (±105.9) µm. The initial mean treatment interval was 6.5 (±1.8) weeks. BRVA increased to 70.4 (±12.7) letters (p=0.008), while CST reduced to 372.8 (±132.0) µm (p=0.002). The mean injection interval extended to 7.4 (±2.6) weeks (p=0.03). At the latest follow-up BRVA was maintained at 68.7 (±14.6) letters (p=0.572), and CST reduced further to 343.1 (±117.5) µm (p=0.020). At the final follow-up 53.2% were on ≥8-weekly intervals. The mean injection interval increased to 9.2 (±3.2) weeks (p < 0.001), and a mean of 7.92 (±2.53) faricimab injections was administered. Conclusion DMO patients with sub-optimal response to aflibercept 2mg experienced improved anatomical outcomes and extended treatment intervals while maintaining vision on faricimab, with no new safety concerns.
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Affiliation(s)
- Kamal El-Badawi
- Ophthalmology Department, Bristol Eye Hospital, University Hospitals Bristol and Weston, Bristol, UK
- Medical Education department, Queen Elizabeth the Queen Mother Hospital, Margate, UK
| | - Benjamin Scrivens
- Emergency department, Salisbury District Hospital NHS Foundation Trust, Salisbury, UK
| | - Oluwaniyi Eke
- Ophthalmology Department, Bristol Eye Hospital, University Hospitals Bristol and Weston, Bristol, UK
| | - Rehab Ismail
- Ophthalmology department, Aberdeen Royal Infirmary, NHS Grampian, Aberdeen, UK
| | - Lina Kobayter
- Ophthalmology Department, Bristol Eye Hospital, University Hospitals Bristol and Weston, Bristol, UK
| | - Serena Salvatore
- Ophthalmology Department, Bristol Eye Hospital, University Hospitals Bristol and Weston, Bristol, UK
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20
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Che SJ, Zhang ZY, Wang SA, Hu XY, Xu YH, Li L. Acupuncture and related therapies for diabetic retinopathy: A systematic review and network meta-analysis. Medicine (Baltimore) 2025; 104:e42431. [PMID: 40388756 PMCID: PMC12091673 DOI: 10.1097/md.0000000000042431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 04/24/2025] [Indexed: 05/21/2025] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is a significant long-term consequence of diabetes mellitus and is the primary cause of blindness in people of working age. Although acupuncture (AC) and medication are effective, the optimal treatment regimen for DR remains to be further defined. Consequently, we conducted a network meta-analysis to compare the efficacy of AC and the related treatments with that of medicines for DR. METHODS We searched 8 academic electronic databases for randomized controlled trials published before December 1, 2023. The main outcome was the overall effective rate, and the secondary outcomes were the best corrected visual acuity and the central fovea of macula thickness. Two independent researchers identified eligible studies and collected data using pre-made forms. We conducted a network meta-analysis within a Bayesian framework to compare different interventions. The assessment of risk of bias and quality of literature was conducted using the risk of bias assessment tool recommended by the Cochrane Risk of Bias Tool 2 and the Jadad scale. Intervention ranking probabilities for all treatments were performed using the surface under the cumulative ranking curve. RESULTS Twenty-eight studies published between 2012 and 2023 were included, involving 2801 patients. Interventions included AC, traditional Chinese medicine (TCM), electroacupuncture (EA), acupoint injections, and calcium dobesilate. In terms of the overall effective rate, EA + AC + TCM was the best treatment (P < .05) and for the best corrected visual acuity, AI + TCM was the best treatment (P < .05). In terms of the central fovea of macula thickness, AC + TCM was the best treatment (P < .05). An integration of AC and the related treatments is more effective than a single therapy. CONCLUSION EA combined with AC combined with TCM may be the most effective treatment for DR. AC and the related treatments have significant efficacy in treating DR, improving vision, and reducing macular edema with relatively few adverse effects. The use of integrative therapies combining AC and its related therapies can be promoted.
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Affiliation(s)
- Si-Jin Che
- Faculty of Chinese Medicine, Macau University of Science and Technology, Taipa, Macau, China
- Zhongshan Hospital of Traditional Chinese Medicine, Zhongshan, China
| | - Zi-Yu Zhang
- Faculty of Chinese Medicine, Macau University of Science and Technology, Taipa, Macau, China
- Zhongshan Hospital of Traditional Chinese Medicine, Zhongshan, China
| | - Shi-Ao Wang
- Guangxi University of Chinese Medicine, Nanning, China
| | - Xin-Yu Hu
- Department of Endocrinology, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - You-Hua Xu
- Faculty of Chinese Medicine, Macau University of Science and Technology, Taipa, Macau, China
| | - Liang Li
- Zhongshan Hospital of Traditional Chinese Medicine, Zhongshan, China
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21
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Ma XF, Jiang HW, Ma YJ, Li XS, Yan PJ, Yang K, Kuang HY. Efficacy and Safety of Qiming Granule for Nerve Injury Associated with Non-proliferative Diabetic Retinopathy: A Multicenter, Randomized, Non-inferiority, Active-Controlled Clinical Trial. Chin J Integr Med 2025:10.1007/s11655-025-3822-0. [PMID: 40372582 DOI: 10.1007/s11655-025-3822-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/05/2024] [Indexed: 05/16/2025]
Abstract
OBJECTIVE To evaluate the efficacy and safety of Qiming Granule as an early treatment for patients with nerve injury associated with non-proliferative diabetic retinopathy (NPDR). METHODS This was a multicenter, randomized, non-inferiority, active-controlled clinical trial. Patients with NPDR complicated with nerve injury, regardless of whether they presented with fundus abnormalities, were randomly assigned in a 1:1 ratio via a randomized number table to orally receive either 4.5 g of Qiming Granule or 0.5 g of calcium dobesilate (CaD), both 3 times daily for 24 weeks. The primary endpoints were changes in retinal nerve fiber layer (RNFL) thickness and foveal avascular zone (FAZ) area from baseline to week 24. The secondary endpoints included changes in RNFL thickness and FAZ area from baseline to week 12, and visual function questionnaire (NEI-VFQ-25) and health survey questionnaire (SF-36 scale), CM syndrome element scale score and the rates of abnormal full-field electroretinogram (ERG), abnormal dilated fundus, and abnormal visual acuity at treatment of weeks 12 and 24. Adverse drug reactions (ADRs) were detected. RESULTS A total of 82 patients were enrolled in the study. Changes in RNFL thickness from baseline to week 24 in the Qiming Granule and CaD groups were -1.53 ± 9.88 µm and -4.61 ± 9.23 µm, respectively (a difference of 3.08 µm [97.5% CI: -2.11 to 8.25]). Changes in FAZ area from baseline to week 24 were -0.08 ± 0.39 mm2 and 0.01 ± 0.05 mm2, respectively (a difference of -0.09 mm2 [97.5% CI: -0.26 to 0.08]). Non-inferiority was achieved for both primary endpoints. There were no significant differences between the two groups in secondary endpoints, including changes in RNFL thickness and FAZ area from baseline to week 12, rates of abnormal ERG, dilated fundus, and visual acuity results at weeks 12 and 24, as well as NEI-VFQ-25, SF-36 scale, and CM syndrome element scale scores at week 24. ADRs were detected in 4 (9.76%) and 1 (2.44%) patients in the Qiming Granule and CaD groups, respectively. No serious ADRs occurred. CONCLUSION Qiming Granule demonstrates non-inferiority in terms of efficacy and safety as an early treatment for nerve injury associated with NPDR. (Registration No. ISRCTN39825773).
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Affiliation(s)
- Xue-Fei Ma
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China
| | - Hong-Wei Jiang
- Department of Endocrinology, The First Affiliated Hospital of Henan University of Science and Technology, Luoyang, Henan Province, 471000, China
| | - Yu-Jin Ma
- Department of Endocrinology, The First Affiliated Hospital of Henan University of Science and Technology, Luoyang, Henan Province, 471000, China
| | - Xin-Sheng Li
- Department of Endocrinology, Cangzhou Central Hospital, Cangzhou, Hebei Province, 061000, China
| | - Pi-Jun Yan
- Department of Endocrinology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China
| | - Kun Yang
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China
| | - Hong-Yu Kuang
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China.
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22
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Sikorska E, Kasarełło K, Dziedziak J, Wołosz D, Koperski Ł, Cudnoch-Jędrzejewska A. Neurotrophins of the retina and their involvement in early-stage diabetic retinopathy in an animal model of type 1 diabetes mellitus. Eur J Ophthalmol 2025:11206721251341596. [PMID: 40368327 DOI: 10.1177/11206721251341596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2025]
Abstract
IntroductionDiabetic retinopathy (DR) is a blindness-causing disease which belongs to the group of neurodegenerative diseases. Neurodegeneration of the retina is a process, in which retinal neurons suffer irreversible damage. This study aimed to assess the involvement of neurotrophins (brain-derived neurotrophic factor [BDNF] and nerve growth factor [NGF]) in the pathogenesis of DR.MethodsThe study was performed using male Lewis rats with type 1 diabetes mellitus induced by streptozotocin, and the control group included rats without drug administration. In vivo examinations performed over four weeks included eye fundus imaging, measurement of intraocular pressure, and glycemia. After sacrifice, serum and eyeballs were harvested. Post-mortem analyses included a histopathological analysis of the retina and the measurement of BDNF and NGF levels in the serum and eyeball homogenate.ResultsIn the experimental group, early-stage DR was confirmed, and changes in the retina were observed: diabetic rats had relatively thicker outer nuclear layers and relatively thinner inner plexiform layers. A lower level of BDNF was observed in the serum of rats with DR, while the level of NGF in the eyeball homogenate positively correlated with vascular changes.ConclusionsThe observed changes in the levels of neurotrophins in early-stage DR may indicate their involvement in the disease pathogenesis.
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Affiliation(s)
- Ewa Sikorska
- Chair and Department of Experimental and Clinical Physiology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Warsaw, Poland
| | - Kaja Kasarełło
- Chair and Department of Experimental and Clinical Physiology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Warsaw, Poland
| | - Jacek Dziedziak
- Chair and Department of Experimental and Clinical Physiology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Warsaw, Poland
| | - Dominika Wołosz
- Department of Pathology, Medical University of Warsaw, Warsaw, Poland
| | - Łukasz Koperski
- Department of Pathology, Medical University of Warsaw, Warsaw, Poland
| | - Agnieszka Cudnoch-Jędrzejewska
- Chair and Department of Experimental and Clinical Physiology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Warsaw, Poland
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23
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Regu VR, Swain RP, Pattnaik L, Subudhi BB. Topical delivery of anti-VEGF macromolecules for retinopathy: A review. Int J Biol Macromol 2025; 312:144151. [PMID: 40368206 DOI: 10.1016/j.ijbiomac.2025.144151] [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: 03/06/2025] [Revised: 05/08/2025] [Accepted: 05/10/2025] [Indexed: 05/16/2025]
Abstract
Retinopathy is a sight-threatening posterior eye disease involving microvascular complications. Diabetic retinopathy (DR) is the most prevalent form of this. Topical biologics (anti-VEGFs) have better therapeutic outcomes compared to steroids because of minimum adverse effects. However, only invasive methods have been approved, which are associated with serious issues related to patient compliance. Non-invasive administrations of anti-VEGFs have challenges, including stability and penetrability. Investigations on the use of cell-penetrating peptides as carriers for the delivery of biologics have shown encouraging results. Loading the polar biologics into the core of liposomes to capitalize on the lipidic nature and small size for retinal access has also received research attention. However, issues related to the controlled release of these topical biologics for continued retinal access need further attention. Despite the challenges of achieving controlled release in topical application of ocular biologics, there is scope to develop their gels or solid scaffolds. Targeting by capitalizing on membrane transporters of endogenous substances and nutrients has succeeded in brain and other tissue-specific delivery. Thus, there is scope to improve penetrability using a membrane transportation system, as the eye has diverse kinds of membrane transporters that uptake nutrients and endogenous substances.
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Affiliation(s)
- Varaprasad R Regu
- Drug Development and Analysis Laboratory, School of Pharmaceutical Sciences, Siksha O Anusandhan (Deemed to be University), Bhubaneswar 751003, Odisha, India
| | - Ranjit P Swain
- GITAM School of Pharmacy, GITAM (Deemed to be University), Visakhapatnam 530045, Andhra Pradesh, India
| | - Lolly Pattnaik
- Department of Ophthalmology, Institute of Medical Sciences & SUM Hospital (IMS and SH), Siksha O Anusandhan (Deemed to be University), Bhubaneswar 751003, Odisha, India
| | - Bharat B Subudhi
- Drug Development and Analysis Laboratory, School of Pharmaceutical Sciences, Siksha O Anusandhan (Deemed to be University), Bhubaneswar 751003, Odisha, India.
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24
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Gim N, Ferguson AN, Blazes M, Lee CS, Lee AY. The March to Harmonized Imaging Standards for Retinal Imaging. Prog Retin Eye Res 2025:101363. [PMID: 40360070 DOI: 10.1016/j.preteyeres.2025.101363] [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: 12/16/2024] [Revised: 04/15/2025] [Accepted: 05/09/2025] [Indexed: 05/15/2025]
Abstract
The adoption of standardized imaging protocols in retinal imaging is critical to overcoming challenges posed by fragmented data formats across devices and manufacturers. The lack of standardization hinders clinical interoperability, collaborative research, and the development of artificial intelligence (AI) models that depend on large, high-quality datasets. The Digital Imaging and Communication in Medicine (DICOM) standard offers a robust solution for ensuring interoperability in medical imaging. Although DICOM is widely utilized in radiology and cardiology, its adoption in ophthalmology remains limited. Retinal imaging modalities such as optical coherence tomography (OCT), fundus photography, and OCT angiography (OCTA) have revolutionized retinal disease management but are constrained by proprietary and non-standardized formats. This review underscores the necessity for harmonized imaging standards in ophthalmology, detailing DICOM standards for retinal imaging including ophthalmic photography (OP), OCT, and OCTA, and their requisite metadata information. Additionally, the potential of DICOM standardization for advancing AI applications in ophthalmology is explored. A notable example is the Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI) dataset, the first publicly available standards-compliant DICOM retinal imaging dataset. This dataset encompasses diverse retinal imaging modalities, including color fundus photography, infrared, autofluorescence, OCT, and OCTA. By leveraging multimodal retinal imaging, AI-READI provides a transformative resource for studying diabetes and its complications, setting a blueprint for future datasets aimed at harmonizing imaging formats and enabling AI-driven breakthroughs in ophthalmology. Our manuscript also addresses challenges in retinal imaging for diabetic patients, retinal imaging-based AI applications for studying diabetes, and potential advancements in retinal imaging standardization.
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Affiliation(s)
- Nayoon Gim
- Department of Ophthalmology, University of Washington, Seattle, Washington; Roger and Angie Karalis Johnson Retina Center, Seattle, Washington; University of Washington School of Medicine, Seattle, Washington; Department of Bioengineering, University of Washington, Seattle, Washington
| | - Alina N Ferguson
- Department of Ophthalmology, University of Washington, Seattle, Washington; Roger and Angie Karalis Johnson Retina Center, Seattle, Washington; University of Washington School of Medicine, Seattle, Washington
| | - Marian Blazes
- Department of Ophthalmology, University of Washington, Seattle, Washington; Roger and Angie Karalis Johnson Retina Center, Seattle, Washington
| | - Cecilia S Lee
- Department of Ophthalmology, University of Washington, Seattle, Washington; Roger and Angie Karalis Johnson Retina Center, Seattle, Washington
| | - Aaron Y Lee
- Department of Ophthalmology, University of Washington, Seattle, Washington; Roger and Angie Karalis Johnson Retina Center, Seattle, Washington.
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25
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Arroba AI, Beli E, Hombrebueno JR, Llorián-Salvador M. Editorial: Physiological and pathological changes of the retina associated with ageing. Front Cell Neurosci 2025; 19:1609473. [PMID: 40406568 PMCID: PMC12095190 DOI: 10.3389/fncel.2025.1609473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2025] [Accepted: 04/14/2025] [Indexed: 05/26/2025] Open
Affiliation(s)
- Ana I. Arroba
- Institute for Biomedical Research and Innovation of Cádiz, University of Cádiz, Cádiz, Spain
- Departamento de Endocrinología y Nutrición, Hospital Universitario Puerta del Mar, Cádiz, Spain
| | - Eleni Beli
- Wellcome-Wolfson Institute of Experimental Medicine, Queen's University Belfast, Belfast, United Kingdom
| | - Jose R. Hombrebueno
- Department of Inflammation and Ageing, College of Medicine and Health, University of Birmingham, Birmingham, United Kingdom
| | - María Llorián-Salvador
- Autonomous University of Barcelona, Barcelona, Spain
- Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
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26
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Abreu-Gonzalez R, Susanna-González G, Blair JPM, Lasagni Vitar RM, Ciller C, Apostolopoulos S, De Zanet S, Rodríguez Martín JN, Bermúdez C, Calle Pascual AL, Rigo E, Cervera Taulet E, Escobar-Barranco JJ, Cobo-Soriano R, Donate-Lopez J. Validation of artificial intelligence algorithm LuxIA for screening of diabetic retinopathy from a single 45° retinal colour fundus images: the CARDS study. BMJ Open Ophthalmol 2025; 10:e002109. [PMID: 40340790 PMCID: PMC12067837 DOI: 10.1136/bmjophth-2024-002109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Accepted: 04/17/2025] [Indexed: 05/10/2025] Open
Abstract
OBJECTIVE This study validated the artificial intelligence (AI)-based algorithm LuxIA for screening more-than-mild diabetic retinopathy (mtmDR) from a single 45° colour fundus image of patients with diabetes mellitus (DM, type 1 or type 2) in Spain. Secondary objectives included validating LuxIA according to the International Clinical Diabetic Retinopathy (ICDR) classification and comparing its performance between different devices. METHODS In this multicentre, cross-sectional study, retinal colour fundus images of adults (≥18 years) with DM were collected from five hospitals in Spain (December 2021-December 2022). 45° colour fundus photographs were captured using non-mydriatic Topcon and ZEISS cameras. The Discovery platform (RetinAI) was used to collect images. LuxIA output was an ordinal score (1-5), indicating a classification as mtmDR based on an ICDR severity score. RESULTS 945 patients with DM were included; the mean (SD) age was 64.6 (13.5) years. The LuxIA algorithm detected mtmDR with a sensitivity and specificity of 97.1% and 94.8%, respectively. The area under the receiver-operating characteristic curve was 0.96, indicating a high test accuracy. The 95% CI data for overall accuracy (94.8% to 95.6%), sensitivity (96.8% to 98.2%) and specificity (94.3% to 95.1%) indicated robust estimations by LuxIA, which maintained a concordance of classification (N=829, kappa=0.837, p=0.001) when used to classify Topcon images. LuxIA validation on ZEISS-obtained images demonstrated high accuracy (90.6%), specificity (92.3%) and lower sensitivity (83.3%) as compared with Topcon-obtained images. CONCLUSIONS AI algorithms such as LuxIA are increasing testing feasibility for healthcare professionals in DR screening. This study validates the real-world utility of LuxIA for mtmDR screening.
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Affiliation(s)
- Rodrigo Abreu-Gonzalez
- Ophthalmology, University Hospital of La Candelaria, La Matanza, Spain
- Fundación VerSalud, Madrid, Spain
| | | | | | | | | | | | | | | | - Carlos Bermúdez
- Innovation & Digital Health Service, Servicio Canario de Salud, Santa Cruz de Tenerife, Spain
| | - Alfonso Luis Calle Pascual
- Endocrinology & Nutrition Department, HCSC, Complutense University of Madrid, Madrid, Spain
- CIBERDEM, Madrid, Spain
| | - Elena Rigo
- Ophthalmology, Son Llàtzer Hospital, Palma de Mallorca, Spain
| | | | | | - Rosario Cobo-Soriano
- Ophthalmology, Hospital Universitario del Henares, Coslada, Spain
- Francisco de Vitoria University, Majadahonda, Spain
| | - Juan Donate-Lopez
- Fundación VerSalud, Madrid, Spain
- Ophthalmology, La Luz Hospital, Madrid, Spain
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27
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Chen X, Guo Q, Li J, Xu N, Miao H, Huang L. The association between urinary caffeine and caffeine metabolites and diabetic retinopathy in individuals with diabetes: NHANES 2009-2014. Sci Rep 2025; 15:15827. [PMID: 40328877 PMCID: PMC12055963 DOI: 10.1038/s41598-025-01088-x] [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: 07/25/2024] [Accepted: 05/02/2025] [Indexed: 05/08/2025] Open
Abstract
The association between caffeine and diabetic retinopathy (DR) risk remains controversial. This study aims to examine the association between urinary caffeine and caffeine metabolites and self-reported DR risk in US individuals with diabetes. This cross-sectional study enrolled 535 participants with diabetes from the National Health and Nutrition Examination Survey (NHANES) 2009-2014. The high-performance liquid chromatography-electrospray ionization-tandem quadrupole mass spectrometry (HPLC-ESI-MS/MS) and internal standards labeled with stable isotopes were used to measure urinary caffeine and fourteen of its metabolites. Urinary caffeine and its metabolites levels were calibrated with urine creatinine for analysis. Caffeine and its metabolites were analyzed as continuous variables and categorical variables (≤ 50% or > 50%). Weighted logistic regression models were used to calculate odds ratios (OR) and 95% confidence intervals (CI). Subgroup analysis by sex was conducted. After adjusting for age, sex, race, BMI, smoking, alcohol drinking, duration of diabetes, glycated hemoglobin, hypertension, and total energy intake, ln-transformed 1-methyluric acid (1-MU) (OR = 1.27, 95% CI, 1.05 to 1.56, P = 0.016) and 5-acetylamino-6-amino-3-methyluracil (AAMU) (OR = 1.16, 95% CI, 1.01 to 1.34, P = 0.043) were associated with an increased DR risk. In median analysis, compared to lower levels (≤ 50%), higher levels (> 50%) of 1,7-dimethyluric acid (1,7-DMU) (OR = 1.92, 95% CI, 1.20 to 3.09, P = 0.008), caffeine (OR = 2.00, 95% CI, 1.27 to 3.16, P = 0.004), and AAMU (OR = 1.48, 95% CI, 1.04 to 2.10, P = 0.029) were associated with an increased DR risk. Sex-based analysis showed that ln-transformed 1-MU (OR = 1.48, 95% CI, 1.10 to 1.98, P = 0.012), 1,3,7-TMU (OR = 1.24, 95% CI, 1.04 to 1.49, P = 0.018) and caffeine (OR = 1.29, 95% CI, 1.03 to 1.60, P = 0.028) were associated with an increased DR risk in males. Compared to lower levels (≤ 50%), higher levels (> 50%) of 1,7-DMU (OR = 2.75, 95% CI, 1.33 to 5.70, P = 0.008), 1,3,7-TMU (OR = 2.26, 95% CI, 1.02 to 5.01, P = 0.044), caffeine (OR = 3.23, 95% CI, 1.53 to 6.82, P = 0.003), and AAMU (OR = 2.93, 95% CI, 1.16 to 7.40, P = 0.024) were associated with an increased DR risk in males. This study indicated that high urinary levels of 1-MU, 1,7-DMU, 1,3,7-TMU, caffeine and AAMU were associated with an increased risk of DR in US males with DM. Prospective studies are needed to verify these findings.
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Affiliation(s)
- Xiaodong Chen
- Department of Ophthalmology, Peking University People's Hospital, Beijing, 100044, China
- Beijing Key Laboratory of Ocular Disease and Optometry Science, Peking University People's Hospital, Beijing, 100044, China
- Peking University Health Science Center, Beijing, 100083, China
| | - Qianwen Guo
- Department of Ophthalmology, Peking University People's Hospital, Beijing, 100044, China
- Beijing Key Laboratory of Ocular Disease and Optometry Science, Peking University People's Hospital, Beijing, 100044, China
- Peking University Health Science Center, Beijing, 100083, China
| | - Jiarui Li
- Department of Ophthalmology, Peking University People's Hospital, Beijing, 100044, China
- Beijing Key Laboratory of Ocular Disease and Optometry Science, Peking University People's Hospital, Beijing, 100044, China
- Peking University Health Science Center, Beijing, 100083, China
| | - Ningda Xu
- Department of Ophthalmology, Peking University People's Hospital, Beijing, 100044, China
- Beijing Key Laboratory of Ocular Disease and Optometry Science, Peking University People's Hospital, Beijing, 100044, China
- Peking University Health Science Center, Beijing, 100083, China
| | - Heng Miao
- Department of Ophthalmology, Peking University People's Hospital, Beijing, 100044, China
- Beijing Key Laboratory of Ocular Disease and Optometry Science, Peking University People's Hospital, Beijing, 100044, China
- Peking University Health Science Center, Beijing, 100083, China
| | - Lvzhen Huang
- Department of Ophthalmology, Peking University People's Hospital, Beijing, 100044, China.
- Beijing Key Laboratory of Ocular Disease and Optometry Science, Peking University People's Hospital, Beijing, 100044, China.
- Peking University Health Science Center, Beijing, 100083, China.
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Huang X, He YX, Wan S. Genetic mechanisms of hemispheric functional connectivity in diabetic retinopathy: a joint neuroimaging and transcriptomic study. Front Cell Dev Biol 2025; 13:1590627. [PMID: 40406416 PMCID: PMC12096415 DOI: 10.3389/fcell.2025.1590627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Accepted: 04/22/2025] [Indexed: 05/26/2025] Open
Abstract
Background DR represents a major cause of global vision loss; however, the genetic basis of functional homotopy,a critical neurobiological metric reflecting interhemispheric functional synchronization, remains largely unexplored. Emerging evidence suggests that DR patients exhibiting aberrant VMHC may potentially associate with distinct transcriptional profiles. These findings could provide novel mechanistic insights into the neuropathological substrates underlying DR-related visual and cognitive dysfunction. Methods Resting-state fMRI data from 46 DR patients and 43 HCs were analyzed to compute VMHC for assessing interhemispheric functional connectivity. Spatial transcriptomic-neuroimaging associations were examined using AHBA, revealing genes significantly correlated with VMHC alterations. Subsequent analyses included functional enrichment assessment and PPI network construction. Results DR patients demonstrated significantly lower VMHC in bilateral LING, PoCG, and PreCG versus controls, indicating impaired interhemispheric connectivity in visual-sensorimotor networks. VMHC variations spatially correlated with 4,000 genes (2,000 positive/negative each), enriched in transcriptional regulation, mitochondrial function, synaptic activity (BP/CC/MF), and lipid metabolism/N-glycan biosynthesis (KEGG). PPI network identified hub genes (ACTB/MRPL9/MRPS6,positive; H4C6/NDUFAB1/H3C12,negative) regulating mitochondrial dynamics, cytoskeleton, and epigenetics. Conclusion This study represents the first integration of fMRI and transcriptomics to elucidate the genetic determinants underlying VMHC disruption in DR. The findings demonstrate that impaired interhemispheric connectivity in DR involves complex interactions among genes regulating neurovascular, metabolic, and neurodegenerative pathways. These results significantly advance the understanding of neurological manifestations in DR and identify potential therapeutic targets for clinical intervention.
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Affiliation(s)
- Xin Huang
- Department of Ophthalmology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
| | - Yu-Xuan He
- School of Ophthalmology and Optometry, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Song Wan
- Department of Ophthalmology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
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Cifuentes-González C, Le Tong Y, Rojas-Carabali W, Mejía-Salgado G, Putera I, Song XYR, Walter CFY, Shengjuan Z, Chan R, Mobasserian A, Nora RLD, Biswas J, Gangaputra S, Pulido JS, Kempen JH, Nguyen QD, de la Torre A, Gupta V, Rosenbaum JT, Agrawal R. Systematic Review and meta-analysis: International Uveitis Study Group (IUSG) Retinal Vasculitis Study (ReViSe) Report 3. Surv Ophthalmol 2025:S0039-6257(25)00066-9. [PMID: 40320076 DOI: 10.1016/j.survophthal.2025.04.001] [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: 02/02/2025] [Revised: 04/03/2025] [Accepted: 04/07/2025] [Indexed: 05/18/2025]
Abstract
We investigate the clinical characteristics and complications of retinal vasculitis (RV), categorizing cases into Secondary RV (associated with systemic disease), Syndromic RV (linked to ocular syndromes without systemic disease), Idiopathic RV (without systemic disease or ocular syndrome diagnoses), and Multiple Etiology RV (cohorts of retinal vasculitis with more than one subcategories of the above). A systematic search was conducted on June 14, 2023, across PubMed, Embase, Cochrane (Ovid), VHL, and ProQuest databases, following PRISMA guidelines (PROSPERO registration: CRD42023489232). Out of 5533 screened articles, 97 studies involving 7619 patients with RV met the eligibility criteria. Bilateral involvement (64 %) and reduced vision (52 %) were common across all RV categories, with Idiopathic RV showing the highest rates of bilateral involvement (80 %) and vision loss (79 %). Syndromic RV was characterized by retinal ischemia (76 %) and vitreous hemorrhage (46 %), while Secondary RV exhibited higher incidences of cystoid macular edema (32 %) and neovascular glaucoma (24 %). Geographic variations were evident in Multiple Etiology RV, with inflammation in more than 1 intraocular structure more prevalent in Asia (64 %) than in Europe (29 %). These findings highlight the heterogeneity in RV presentation and complications, illustrating the need for standardized diagnostic criteria and improved clinical reporting to enable better classification, treatment strategies, and patient outcomes.
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Affiliation(s)
- Carlos Cifuentes-González
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Programme for Ocular Inflammation & Infection Translational Research, Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore
| | - Yong Le Tong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - William Rojas-Carabali
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Programme for Ocular Inflammation & Infection Translational Research, Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Germán Mejía-Salgado
- Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT). Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, Colombia; Colombian Visual Science and Translational Eye Research Institute (CERI), Centre of Excellence in Ocular Inflammation, Bogotá, Colombia
| | - Ikhwanuliman Putera
- Department of Ophthalmology, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Kirana Eye Hospital, Jakarta, Indonesia; Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | | | | | - Zhang Shengjuan
- Hebei Provincial Eye Hospital, Hebei Provincial Key Laboratory of Ophthalmology, Hebei Provincial Eye Institute, Xingtai, Hebei 054001, China
| | - Reo Chan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Azadeh Mobasserian
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, Palo Alto, CA, USA
| | - Rina La Distia Nora
- Department of Ophthalmology, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Kirana Eye Hospital, Jakarta, Indonesia
| | - Jyotirmay Biswas
- Department of Uvea and Ocular Pathology, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - Sapna Gangaputra
- Vanderbilt Eye Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jose S Pulido
- Ocular Oncology Service, Wills Eye Hospital, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, PA, USA; Bower Laboratory for Translational Medicine, Vickie and Jack Farber Vision Research Center at Wills Eye Hospital, Wills Eye Hospital, Philadelphia, PA, USA
| | - John H Kempen
- Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; Department of Ophthalmology and Schepens Eye Research Institute, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA; Sight for Souls, Bellevue, WA, USA; MCM Eye Unit; MyungSung Christian Medical Center (MCM) Comprehensive Specialized Hospital and MyungSung Medical College, Addis Ababa, Ethiopia; Department of Ophthalmology, Addis Ababa University School of Medicine, Addis Ababa, Ethiopia
| | - Quan Dong Nguyen
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, Palo Alto, CA, USA
| | - Alejandra de la Torre
- Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT). Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, Colombia
| | - Vishali Gupta
- Advanced Eye Centre, Post, graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | | | - Rupesh Agrawal
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore; Singapore Eye Research Institute, Singapore; Duke NUS Medical School, Singapore.
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Kazantzis D, Papathanasiou K, Machairoudia G, Theodossiadis P, Chatziralli I. Assessment of arterial stiffness in patients with diabetic retinopathy: A systematic review and meta-analysis. Diabetes Res Clin Pract 2025; 223:112123. [PMID: 40122177 DOI: 10.1016/j.diabres.2025.112123] [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: 01/04/2025] [Revised: 03/13/2025] [Accepted: 03/20/2025] [Indexed: 03/25/2025]
Abstract
BACKGROUND Diabetic retinopathy (DR) is a common microvascular complication of diabetes mellitus (DM). A number of studies have investigated if patients with diabetic retinopathy present altered arterial stiffness compared to diabetic individuals without retinopathy. OBJECTIVES To compare arterial stiffness parameters in participants with diabetic retinopathy (DR) compared to participants with diabetes without retinopathy. METHODS Medline and Scopus were searched for published articles comparing indices of arterial stiffness in participants with DR and in diabetic participants without retinopathy. Standardized Mean Difference (SMD) with 95% confidence interval (CI) was calculated for the comparisons. The study protocol was registered with PROSPERO with registration ID: CRD42023482577. RESULTS The meta-analysis analyzed 3 arterial stiffness parameters brachial ankle PWV, carotid-femoral PWV and augmentation index (AI). 8 studies were included in the analysis of brachial ankle PWV, 4 in the analysis of carotid-femoral PWV and 4 in the analysis of the augmentation index. Brachial ankle PWV, carotid-femoral PWV and augmentation index were found to be increased in participants with DR compared to diabetic participants without DR (SMD = 0.59, 95 %CI = 0.40-0.79, P < 0.00001, I2 = 89 %, SMD = 0.86, 95 %CI = 0.55-1.18P < 0.00001, I2 = 91 % and SMD = 0.23, 95 %CI = 0.13-0.32, P < 0.00001, I2 = 0 %, respectively). CONCLUSION Diabetic participants with DR exhibit increased arterial stiffness compared to diabetic participants without DR.
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Affiliation(s)
- Dimitrios Kazantzis
- 2nd Department of Ophthalmology, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Konstantinos Papathanasiou
- 2nd Department of Cardiology, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Genovefa Machairoudia
- 2nd Department of Ophthalmology, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Panagiotis Theodossiadis
- 2nd Department of Ophthalmology, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Irini Chatziralli
- 2nd Department of Ophthalmology, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
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Wei X, Liu Y, Zhang F, Geng L, Shan C, Cao X, Xiao Z. MSTNet: Multi-scale spatial-aware transformer with multi-instance learning for diabetic retinopathy classification. Med Image Anal 2025; 102:103511. [PMID: 40020421 DOI: 10.1016/j.media.2025.103511] [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: 07/10/2024] [Revised: 12/26/2024] [Accepted: 02/15/2025] [Indexed: 03/03/2025]
Abstract
Diabetic retinopathy (DR), the leading cause of vision loss among diabetic adults worldwide, underscores the importance of early detection and timely treatment using fundus images to prevent vision loss. However, existing deep learning methods struggle to capture the correlation and contextual information of subtle lesion features with the current scale of dataset. To this end, we propose a novel Multi-scale Spatial-aware Transformer Network (MSTNet) for DR classification. MSTNet encodes information from image patches at varying scales as input features, constructing a dual-pathway backbone network comprised of two Transformer encoders of different sizes to extract both local details and global context from images. To fully leverage structural prior knowledge, we introduce a Spatial-aware Module (SAM) to capture spatial local information within the images. Furthermore, considering the differences between medical and natural images, specifically that regions of interest in medical images often lack distinct subjectivity and continuity, we employ a Multiple Instance Learning (MIL) strategy to aggregate features from diverse regions, thereby enhancing correlation to subtle lesion areas. Ultimately, a cross-fusion classifier integrates dual-pathway features to produce the final classification result. We evaluate MSTNet on four public DR datasets, including APTOS2019, RFMiD2020, Messidor, and IDRiD. Extensive experiments demonstrate that MSTNet exhibits superior diagnostic and grading accuracy, achieving improvements of up to 2.0% in terms of ACC and 1.2% in terms of F1 score, highlighting its effectiveness in accurately assessing fundus images.
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Affiliation(s)
- Xin Wei
- School of Control Science and Engineering, Tiangong University, Tianjin 300387, China
| | - Yanbei Liu
- School of Life Sciences, Tiangong University, Tianjin 300387, China.
| | - Fang Zhang
- School of Life Sciences, Tiangong University, Tianjin 300387, China
| | - Lei Geng
- School of Life Sciences, Tiangong University, Tianjin 300387, China
| | - Chunyan Shan
- Chu Hsien-I Memorial Hospital, Tianjin Medical University, Tianjin 300134, China; NHC Key Laboratory of Hormones and Development, Tianjin, China
| | - Xiangyu Cao
- Department of Neurology, Chinese PLA General Hospital, Beijing, China
| | - Zhitao Xiao
- School of Life Sciences, Tiangong University, Tianjin 300387, China.
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Ruan Y, Zhang P, Jia X, Hua S, Yao D. Association between controlling nutritional status score and diabetic retinopathy: Data from National Health and Nutrition Examination Survey. Eur J Ophthalmol 2025; 35:1082-1090. [PMID: 40123147 DOI: 10.1177/11206721241289971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2025]
Abstract
ObjectiveThis study aimed to examine the association between controlling nutritional status (CONUT) score and diabetic retinopathy (DR) risk, as well as investigate the impact of CONUT score on mortality risk among DR patients.MethodsThis retrospective study included 5,256 patients with diabetes from National Health and Nutrition Examination Surveys. These participants were classified into two groups: the DR group (n = 641) and the non-DR group (n = 4,615). We used weighted univariate and multivariate logistic regression models to assess the correlation of CONUT score and DR risk. Weighted univariate and multivariate Cox models were adopted to explore the association of CONUT score with all-cause mortality and cardiovascular disease (CVD)-related mortality in patients with DR.Results305 patients diagnosed with DR had died by the end of the follow-up period, among whom 111 individuals died due to CVD. After adjusting all potential confounding factors, there was an association between CONUT score and DR development in patients with diabetes [odd ratio (OR) = 1.18, 95% confidence interval (CI): 1.05-1.33]. Additionally, CONUT score was found to be associated with all-cause mortality of patients with DR [hazard ratio (HR) = 1.11, 95%CI: 1.01-1.22, P= 0.041]. However, there was no significant difference in the CONUT score and CVD-related mortality of patients with DR.ConclusionsCONUT score may be a valuable tool for assessing the risk of developing DR, and predicting prognosis in patients with DR. However, as this was a cross-sectional study, we cannot infer the causality of CONUT score and DR risk.
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Affiliation(s)
- Yimeng Ruan
- Department of Ophthalmology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang Province, P.R. China
| | - Ping Zhang
- Department of Ophthalmology, Ningbo Eye Center Hospital, Ningbo, Zhejiang Province, P.R. China
| | - Xinru Jia
- Department of Ophthalmology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang Province, P.R. China
| | - Shanshan Hua
- Department of Ophthalmology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang Province, P.R. China
| | - Dongwei Yao
- Department of Ophthalmology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang Province, P.R. China
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Kodjikian L, Duarte L, Singh P, Habib M, Gonzalez V. What have we learned from a decade treating patients with diabetic macular oedema with 0.19 mg fluocinolone acetonide intravitreal implant? Eye (Lond) 2025; 39:1238-1248. [PMID: 39972202 PMCID: PMC12044149 DOI: 10.1038/s41433-025-03692-7] [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: 05/22/2024] [Revised: 02/04/2025] [Accepted: 02/05/2025] [Indexed: 02/21/2025] Open
Abstract
Diabetic macular oedema [DMO] is a prevalent and sight-threatening condition among diabetic patients, which can cause irreversible blindness. Since angiogenesis and inflammation are two key elements in the etiopathogenesis of DMO, intravitreal injections of vascular endothelial growth factor inhibitors [anti-VEGF] and sustained released intravitreal corticosteroid implants are currently considered as treatments of choice. The introduction, 10 years ago, of the 0.19 mg fluocinolone acetonide [FAc] implant for treating eyes with vision impairment associated with recurrent and persistent DMO represented an important advance. Since then, two randomized-control trials and many real-world studies have shown its good efficacy/safety profile and the replicability of its treatment regimen. The FAc implant is, in general terms well tolerated, although it is associated with intraocular pressure-[IOP] and cataract-related adverse events [AEs]. Most IOP-related AEs are effectively controlled with ocular-hypotensive therapies. The objective of this paper is to review the role of FAc implant in the treatment of DMO over the 10 years since its launch, as well as its impact on clinical practice outcomes.
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Affiliation(s)
- Laurent Kodjikian
- Service d'Ophtalmologie, Hôpital Universitaire de la Croix-Rousse, Hospices Civils de Lyon, Lyon, France.
- UMR5510 MATEIS, CNRS, INSA Lyon, Université Lyon 1, Villeurbanne, France.
| | - Lilianne Duarte
- Department of Ophthalmology, Centro Hospitalar de Entre O Douro E Vouga, Santa Maria da Feira, Portugal
| | - Pankaj Singh
- Department of Ophthalmology, Goethe University Hospital, Frankfurt am Main, Germany
| | - Maged Habib
- Department of Ophthalmology, Institute of Eye Surgery. Waterford. Ireland, Waterford, Ireland
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Li T, Ma B, Zhang L, Wang M. Glipizide inhibits the glycation of alpha-crystallin: A combined in vitro and in silico approach in retinopathy management. J Mol Graph Model 2025; 136:108950. [PMID: 39809122 DOI: 10.1016/j.jmgm.2025.108950] [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: 11/22/2024] [Revised: 12/21/2024] [Accepted: 01/07/2025] [Indexed: 01/16/2025]
Abstract
In human eye, structural proteins, known as crystallins, play a crucial role in maintaining the eye's refractive index. These crystallins constitute majority of the total soluble proteins found in the eye lens. Among them, α-crystallins (α-CR) is one of the major components. Under hyperglycaemic conditions, crystallins become susceptible to glycation that ultimately leads to advanced glycation endproducts (AGEs) formation. Glipizide is a well-known oral medication used in controlling levels of blood sugar, this drug stimulates the insulin release from pancreas. However, this drug has not been thoroughly investigated for its impact on α-CR glycation. In this study, we explored glipizide's protective role against glucose-induced α-CR glycation. Remarkably, glipizide effectively inhibited the formation of early glycation products, ultimately reducing AGEs formation. Additionally, glipizide provides protection against modifications of free lysine residues and lowered the carbonyl content. To gain deeper insights into mechanism of inhibition, we turn to binding studies and bioinformatics. Glipizide formed stable complex with α-CR with values of Gibbs energy ranging from -5.848 to -6.695 kcal/mol. Molecular docking revealed the binding energy as -6.5 kcal/mol and lysine residues emerged as a prominent among the key interacting residues. Notably, glipizide appears to mask lysine residues, thereby contributing to the inhibition of α-CR glycation. Furthermore, analysis of molecular simulation data reinforces the stability of this complex. Consequently, the stable α-CR-glipizide complex may prevent glucose from binding to α-CR. Overall, glipizide holds promise as a preventive measure against glycation of eye lens proteins, potentially benefiting in diabetic retinopathy.
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Affiliation(s)
- Ting Li
- Department of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Bo Ma
- Department of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Li Zhang
- Department of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Mingli Wang
- Department of Refraction, Baoji Aier Eye Hospital, Bao'ji, 721000, China.
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Dinesen S, Schou MG, Hedegaard CV, Subhi Y, Savarimuthu TR, Peto T, Andersen JKH, Grauslund J. A Deep Learning Segmentation Model for Detection of Active Proliferative Diabetic Retinopathy. Ophthalmol Ther 2025; 14:1053-1063. [PMID: 40146482 PMCID: PMC12006569 DOI: 10.1007/s40123-025-01127-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2025] [Accepted: 03/05/2025] [Indexed: 03/28/2025] Open
Abstract
INTRODUCTION Existing deep learning (DL) algorithms lack the capability to accurately identify patients in immediate need of treatment for proliferative diabetic retinopathy (PDR). We aimed to develop a DL segmentation model to detect active PDR in six-field retinal images by the annotation of new retinal vessels and preretinal hemorrhages. METHODS We identified six-field retinal images classified at level 4 of the International Clinical Diabetic Retinopathy Disease Severity Scale collected at the Island of Funen from 2009 to 2019 as part of the Danish screening program for diabetic retinopathy (DR). A certified grader (grader 1) manually dichotomized the images into active or inactive PDR, and the images were then reassessed by two independent certified graders. In cases of disagreement, the final classification decision was made in collaboration between grader 1 and one of the secondary graders. Overall, 637 images were classified as active PDR. We then applied our pre-established DL segmentation model to annotate nine lesion types before training the algorithm. The segmentations of new vessels and preretinal hemorrhages were corrected for any inaccuracies before training the DL algorithm. After the classification and pre-segmentation phases the images were divided into training (70%), validation (10%), and testing (20%) datasets. We added 301 images with inactive PDR to the testing dataset. RESULTS We included 637 images of active PDR and 301 images of inactive PDR from 199 individuals. The training dataset had 1381 new vessel and preretinal hemorrhage lesions, while the validation dataset had 123 lesions and the testing dataset 374 lesions. The DL system demonstrated a sensitivity of 90% and a specificity of 70% for annotation-assisted classification of active PDR. The negative predictive value was 94%, while the positive predictive value was 57%. CONCLUSIONS Our DL segmentation model achieved excellent sensitivity and acceptable specificity in distinguishing active from inactive PDR.
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Affiliation(s)
- Sebastian Dinesen
- Department of Ophthalmology, Odense University Hospital, Sdr. Boulevard 29, 5000, Odense, Denmark.
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark.
- Steno Diabetes Centre Odense, Odense University Hospital, Odense, Denmark.
| | - Marianne G Schou
- Department of Ophthalmology, Odense University Hospital, Sdr. Boulevard 29, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Christoffer V Hedegaard
- Department of Ophthalmology, Odense University Hospital, Sdr. Boulevard 29, 5000, Odense, Denmark
| | - Yousif Subhi
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Ophthalmology, Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Tunde Peto
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Jakob K H Andersen
- The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark
| | - Jakob Grauslund
- Department of Ophthalmology, Odense University Hospital, Sdr. Boulevard 29, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Centre Odense, Odense University Hospital, Odense, Denmark
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Luckham K, Tebbs H, Claxton L, Burgess P, Dinah C, Lois N, Mohiuddin S. A Markov model assessing the cost-effectiveness of various anti-vascular endothelial growth factor drugs and panretinal photocoagulation for the treatment of proliferative diabetic retinopathy. Eye (Lond) 2025; 39:1364-1372. [PMID: 39910280 PMCID: PMC12043813 DOI: 10.1038/s41433-025-03641-4] [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: 08/19/2024] [Revised: 01/13/2025] [Accepted: 01/23/2025] [Indexed: 02/07/2025] Open
Abstract
BACKGROUND Proliferative diabetic retinopathy (PDR) may lead to vision loss and blindness. The cost-effectiveness of various anti-vascular endothelial growth factor (anti-VEGF) drugs and panretinal photocoagulation (PRP) was assessed to supplement the NICE guideline for treating PDR. METHODS A Markov model including eight levels of visual acuity (ranged between >85 and ≤25 letters) was developed to compare the cost-effectiveness of ranibizumab, aflibercept and bevacizumab with PRP (alone or in combination). Clinical inputs in the model were based on literature, while a published network meta-analysis (NMA) informed visual outcomes. Costs were estimated from a UK NHS perspective. RESULTS Assuming initial treatment effects from the NMA continued to be applied for the remainder of lifetime, the probabilistic analysis resulted in bevacizumab plus PRP producing the highest net monetary benefit (NMB [95% CI]) of £221,374 [£203,941-£238,388] at £20,000 per quality-adjusted life-year. However, assuming initial treatment effects stabilised over time resulted in PRP alone producing the highest NMB of £223,416 [£209,318-£236,866]. Results were associated with large uncertainty due to wide confidence intervals around vision-based treatment effects of anti-VEGFs versus PRP, particularly for bevacizumab as data were drawn from trials with small sample size and high risk of bias. Using confidential prices for aflibercept and ranibizumab did not change the overall findings. CONCLUSIONS PRP is likely to be more cost-effective than anti-VEGFs for PDR. However, the results should be interpreted with caution given the scarcity of long-term visual outcomes with anti-VEGFs in this population. Further research on long-term visual outcomes may resolve these uncertainties.
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Affiliation(s)
- Kirsty Luckham
- Science, Evidence and Analytics Directorate, National Institute for Health and Care Excellence, London, UK.
| | - Hannah Tebbs
- Science, Evidence and Analytics Directorate, National Institute for Health and Care Excellence, London, UK
| | - Lindsay Claxton
- Science, Evidence and Analytics Directorate, National Institute for Health and Care Excellence, London, UK
| | - Philip Burgess
- Department of Eye and Vision Science, University of Liverpool, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - Christiana Dinah
- Research and Innovation, London North West University Healthcare NHS Trust, London, UK
| | - Noemi Lois
- School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK
| | - Syed Mohiuddin
- Science, Evidence and Analytics Directorate, National Institute for Health and Care Excellence, London, UK
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Chen Y, Song F, Zhao Z, Wang Y, To E, Liu Y, Shi D, Chen X, Xu L, Shang X, Lai M, He M. Acceptability, applicability, and cost-utility of artificial-intelligence-powered low-cost portable fundus camera for diabetic retinopathy screening in primary health care settings. Diabetes Res Clin Pract 2025; 223:112161. [PMID: 40194705 DOI: 10.1016/j.diabres.2025.112161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 03/26/2025] [Accepted: 03/31/2025] [Indexed: 04/09/2025]
Abstract
AIMS To evaluate the acceptability, applicability, and cost-utility of AI-powered portable fundus cameras for diabetic retinopathy (DR) screening in Hong Kong, providing a viable alternative screening solution for resource-limited areas. METHODS This pragmatic trial conducted in an optometric clinic and two optical shops. A self-testing system was used, integrating a portable fundus camera and AI software that automatically identified DR. Three months following the screening, selected participants were invited to complete an open-ended questionnaire. RESULTS A total of 316 subjects participated, with age of 60.80 ± 8.30 years. The success rate of the self-testing system without active assistance was 89 %. Among 61 subjects who completed follow-up interview, a majority agreed that the system and report were easy to follow and understand (85.3 % and 75.4 %). The satisfaction rate was 64 %, and the willingness to use again was 80 %. The AI screening showed a cost saving of 6312.92 USD per QALY, while the adjusted AI model saved 18639. AI screening and adjusted model outperformed traditional screening (Net Monetary Benefit 367,863.31 and 354,904.76 vs 339,919.83 USD). CONCLUSIONS The AI-powered portable fundus camera demonstrated high acceptability and applicability in real-world settings, suggesting that AI screening could be a viable alternative in resource-limited settings.
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Affiliation(s)
- Yanxian Chen
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Fan Song
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Ziwei Zhao
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Yueye Wang
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Elaine To
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Yanjun Liu
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Danli Shi
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Xiaolan Chen
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Liya Xu
- Department of Public Health & Community Medicine, Tufts University School of Medicine, MA, USA
| | - Xianwen Shang
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Mengying Lai
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Mingguang He
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong; Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong; Centre for Eye and Vision Research (CEVR), 17W Hong Kong Science Park, Hong Kong.
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Cifuentes-González C, Mejía-Salgado G, Rojas-Carabali W, Tovar-Tirado J, Diez-Bahamón LA, Bernal-Valencia MA, Muñoz-Vargas PT, Cruz-Reyes DL, Pavesio CE, McCluskey P, Rosenbaum JT, Agrawal R, DE-LA-Torre A. The Global Epidemiology of Scleritis: A Systematic Review and Meta-analysis. Am J Ophthalmol 2025; 273:13-32. [PMID: 39892801 DOI: 10.1016/j.ajo.2025.01.019] [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: 08/09/2024] [Revised: 01/26/2025] [Accepted: 01/26/2025] [Indexed: 02/04/2025]
Abstract
PURPOSE Scleritis, a severe inflammatory condition of the sclera, causes significant ocular pain and potential tissue damage. Often linked with systemic diseases, scleritis can be either infectious or noninfectious. Despite its clinical importance, the global incidence and detailed epidemiology of scleritis are poorly understood due to its heterogeneity and rarity. This systematic review and meta-analysis aim to elucidate the worldwide incidence and epidemiological trends of scleritis, examining variations across geographic regions, etiologies, and time periods. DESIGN Systematic Review and Meta-analysis. CLINICAL RELEVANCE Understanding scleritis epidemiology is crucial for enhancing diagnostic accuracy and treatment, especially concerning systemic illnesses commonly associated with this condition. Identifying epidemiological trends can inform healthcare policies and resource allocation, improving patient outcomes. METHODS We systematically reviewed literature across databases, including Embase, PubMed, Virtual Health Library, The Cochrane Library, and medRxiv. Population-based, cohort, case-control, cross-sectional, and claims database studies reporting the frequency, prevalence, or incidence of scleritis diagnosed through clinical or imaging techniques, were included. The screening was based on titles and abstracts, followed by a full-text review. We assessed the risk of bias using standardized tools and systematically extracted data for qualitative and quantitative synthesis. This review is registered with PROSPERO (CRD42022330948). RESULTS This review included 74 studies with 169,871 scleritis patients. The incidence was 2.67 per 100,000 in ophthalmological centers and 1.38 per 100,000 in broader population-based studies, both showing a decreasing trend over time. The patient population was predominantly female (67.24%), with an average age of 48.3 years. Epidemiological patterns were significantly influenced by etiology, geographic region, and publication period, with idiopathic cases being the most common. Scleritis was notably associated with systemic diseases such as rheumatoid arthritis, granulomatosis with polyangiitis, Sjögren's syndrome, sarcoidosis, and infectious agents like Mycobacterium tuberculosis and herpes virus. CONCLUSION This is the most extensive study on scleritis to date, providing comparative insights across geographic regions, age groups, and genders. Our meta-analysis highlights significant regional differences in scleritis incidence, reflecting variations in medical practice, access to care, and potential genetic and environmental factors. These findings underscore the need for further research to explore these patterns and their global health implications.
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Affiliation(s)
- Carlos Cifuentes-González
- From the Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital (C.C.G, R.A.), Singapore; Programme for Ocular Inflammation & Infection Translational Research (PROTON), Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital (C.C.G, W.R.C, R.A.), Singapore; Colombian Visual Science and Translational Eye Research Institute (CERI), Centre of Excellence in Ocular Inflammation (C.C.G, G.M.S, W.R.C.), Bogotá, Colombia; Institute of Translational Medicine (IMT), Ophthalmology Interest Group, Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (C.C.G, G.M.S, J.T.T, L.A.D.B, M.A.B.V, P.T.M.V, A.D.T.), Bogotá, Colombia
| | - Germán Mejía-Salgado
- Colombian Visual Science and Translational Eye Research Institute (CERI), Centre of Excellence in Ocular Inflammation (C.C.G, G.M.S, W.R.C.), Bogotá, Colombia; Institute of Translational Medicine (IMT), Ophthalmology Interest Group, Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (C.C.G, G.M.S, J.T.T, L.A.D.B, M.A.B.V, P.T.M.V, A.D.T.), Bogotá, Colombia; Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (G.M.S., J.T.T., L.A.D.B, M.A.B.V, A.D.T.), Bogotá, Colombia
| | - William Rojas-Carabali
- Programme for Ocular Inflammation & Infection Translational Research (PROTON), Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital (C.C.G, W.R.C, R.A.), Singapore; Colombian Visual Science and Translational Eye Research Institute (CERI), Centre of Excellence in Ocular Inflammation (C.C.G, G.M.S, W.R.C.), Bogotá, Colombia; Lee Kong Chian School of Medicine, Nanyang Technological University (W.R.C.), Singapore
| | - Josué Tovar-Tirado
- Institute of Translational Medicine (IMT), Ophthalmology Interest Group, Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (C.C.G, G.M.S, J.T.T, L.A.D.B, M.A.B.V, P.T.M.V, A.D.T.), Bogotá, Colombia; Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (G.M.S., J.T.T., L.A.D.B, M.A.B.V, A.D.T.), Bogotá, Colombia
| | - Luis Alejandro Diez-Bahamón
- Institute of Translational Medicine (IMT), Ophthalmology Interest Group, Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (C.C.G, G.M.S, J.T.T, L.A.D.B, M.A.B.V, P.T.M.V, A.D.T.), Bogotá, Colombia; Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (G.M.S., J.T.T., L.A.D.B, M.A.B.V, A.D.T.), Bogotá, Colombia
| | - María Andrea Bernal-Valencia
- Institute of Translational Medicine (IMT), Ophthalmology Interest Group, Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (C.C.G, G.M.S, J.T.T, L.A.D.B, M.A.B.V, P.T.M.V, A.D.T.), Bogotá, Colombia; Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (G.M.S., J.T.T., L.A.D.B, M.A.B.V, A.D.T.), Bogotá, Colombia
| | - Paula Tatiana Muñoz-Vargas
- Institute of Translational Medicine (IMT), Ophthalmology Interest Group, Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (C.C.G, G.M.S, J.T.T, L.A.D.B, M.A.B.V, P.T.M.V, A.D.T.), Bogotá, Colombia
| | - Danna Lesley Cruz-Reyes
- Grupo de Investigación Clínica, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (D.L.C.R), Bogotá, Colombia
| | - Carlos E Pavesio
- Moorfields Eye Hospital NHS Foundation Trust (C.E.P.), London, UK
| | - Peter McCluskey
- Save Sight Institute, The University of Sydney, Faculty of Medicine and Health (P.M.). Sydney, Australia
| | - James T Rosenbaum
- Department of Ophthalmology, Legacy Health Systems (J.T.R.), Portland, Oregon, USA
| | - Rupesh Agrawal
- From the Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital (C.C.G, R.A.), Singapore; Programme for Ocular Inflammation & Infection Translational Research (PROTON), Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital (C.C.G, W.R.C, R.A.), Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University (W.R.C.), Singapore; Yong Loo Lin School of Medicine, National University of Singapore (R.A.), Singapore; Ocular Infections and Antimicrobial group, Singapore Eye Research Institute (R.A.), Singapore; Duke NUS Medical School (R.A.), Singapore
| | - Alejandra DE-LA-Torre
- Institute of Translational Medicine (IMT), Ophthalmology Interest Group, Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (C.C.G, G.M.S, J.T.T, L.A.D.B, M.A.B.V, P.T.M.V, A.D.T.), Bogotá, Colombia; Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario (G.M.S., J.T.T., L.A.D.B, M.A.B.V, A.D.T.), Bogotá, Colombia.
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Huang J, Liang X, Liu QF, Zhou MJ, Hu P, Jiang SC. Efficacy of ranibizumab with laser in the treatment of diabetic retinopathy compare with laser monotherapy: A systematic review and meta-analysis. Technol Health Care 2025; 33:1320-1330. [PMID: 40331557 DOI: 10.1177/09287329241296696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2025]
Abstract
BackgroundDiabetic retinopathy (DR) is one of the serious complications of diabetes mellitus. Laser therapy is the traditional treatment for DR, and the role of vitreous injection of ranibizumab in DR requires evaluation. This meta-analysis aimed to compare the efficacy of ranibizumab combined with laser versus laser monotherapy in treating diabetic retinopathy.Method: We searched PubMed, Scopus, Web of Science, Embase, China Biology Medicine Disc (CBM), China National Knowledge Infrastructure (CNKI), and Wanfang databases, from their inception to October 2024. Randomized controlled trials (RCTs) that compared the effectiveness of ranibizumab combined with laser versus laser monotherapy in the treatment of diabetic retinopathy were searched. We used the Cochrane Collaboration tool to evaluate the risk of bias.ResultsOur analysis included 18 studies. The improvement time for retinal edema in the ranibizumab combined with the laser group was significantly shorter than that in the laser monotherapy group (P < 0.05). The time to absorb fundus hemorrhage in the ranibizumab combined with the laser group was significantly shorter than that in the laser monotherapy group (P < 0.05). The absorption time of fundus exudation in the ranibizumab combined with the laser group was significantly lower than that of the laser monotherapy group (P < 0.05). The rate of improvement in vision in the ranibizumab combined with the laser group was significantly higher than that of the laser monotherapy group (P < 0.05). There were no significant differences in the incidence of adverse reactions (P > 0.05) and retinal thickness in the macula (P > 0.05) between ranibizumab combined with the laser group and the laser monotherapy group.ConclusionThe combination of ranibizumab and laser for diabetic retinopathy is more effective than laser monotherapy.
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Affiliation(s)
- Ju Huang
- Department of Ophthalmology, Daping Hospital, Army Medical University, Chongqing, China
| | - Xin Liang
- Department of Neurology, The People's Hospital of Yubei District of Chongqing, China
| | - Qiu-Fen Liu
- Department of Neurology, The People's Hospital of Yubei District of Chongqing, China
| | - Ming-Jing Zhou
- Department of Neurology, The People's Hospital of Yubei District of Chongqing, China
| | - Pan Hu
- Department of Neurology, The People's Hospital of Yubei District of Chongqing, China
| | - Shi-Chun Jiang
- Department of Ophthalmology, Daping Hospital, Army Medical University, Chongqing, China
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Lee J, Istianah N, Jang H, Hong SC, Lee JW, Kim DH, Jung YH, Ha JH. Preparation of cellulose microfibrils from Gelidium amansii relieving ocular endoplasmic reticulum stress and inflammatory responses in human retinal pigmented epithelial cells. Int J Biol Macromol 2025; 308:142265. [PMID: 40120910 DOI: 10.1016/j.ijbiomac.2025.142265] [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: 12/12/2024] [Revised: 02/18/2025] [Accepted: 03/17/2025] [Indexed: 03/25/2025]
Abstract
This study investigated the physicochemical properties of cellulose microfibrils (CMFs) derived from Gelidium amansii (GA) and their potential functionality in preventing retinal pathologies. GA was subjected to microwave-assisted extraction, microfibrillation, centrifugation, and autoclave sterilization, yielding G, GM, GC, and GS, respectively. Each processing steps induced distinct microstructural modifications affecting the final functional properties of the CMFs. To explore their protective effects against anti-endoplasmic reticulum (ER) stress and anti-inflammatory effects, ARPE-19 cells were pretreated with these processed CMFs before exposure to either thapsigargin or lipopolysaccharide. Among the variants, GS most effectively alleviated ocular ER stress by suppressing unfolded protein responses, reducing vascular endothelial growth factor gene and protein expressions, and lowering intracellular calcium levels. Moreover, GS significantly mitigated ocular inflammatory responses by inhibiting the translocation of nuclear factor-kappa B (NF-κB) into the nucleus; consequently preserving tight-junction integrity and downregulating inflammatory cytokine gene expressions. These findings highlight the potential of GS as a protective agent against retinal stress and inflammation.
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Affiliation(s)
- Jisu Lee
- Department of Food Science and Nutrition, Dankook University, Cheonan, Republic of Korea
| | - Nur Istianah
- School of Food Science and Biotechnology, Kyungpook National University, Daegu, Republic of Korea; Department of Food Science and Biotechnology, Universitas Brawijaya, Malang, Indonesia
| | - Hyunsoo Jang
- Department of Food Science and Nutrition, Dankook University, Cheonan, Republic of Korea
| | - Sung-Chul Hong
- Department of Food Science and Biotechnology, Kunsan National University, Gunsan, Republic of Korea
| | - Jae Won Lee
- Department of Biotechnology, Sungshin Women's University, Seoul, Republic of Korea
| | - Dong Hyun Kim
- School of Food Science and Biotechnology, Kyungpook National University, Daegu, Republic of Korea
| | - Young Hoon Jung
- School of Food Science and Biotechnology, Kyungpook National University, Daegu, Republic of Korea.
| | - Jung-Heun Ha
- Department of Food Science and Nutrition, Dankook University, Cheonan, Republic of Korea; Research Center for Industrialization of Natural Neutralization, Dankook University, Yongin, Republic of Korea.
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Li G, Wang L, Feng F. A systematic meta-analysis of the prevalence of diabetic retinopathy. Technol Health Care 2025; 33:1560-1570. [PMID: 39973877 DOI: 10.1177/09287329241295877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
BackgroundDiabetic retinopathy (DR), the primary retinal vascular consequence of diabetes mellitus (DM) among people of working age worldwide, is the primary cause of vision impairment and blindness. Despite increasing understanding of the prevalence of DM as a significant public health concern in China, the world's most populous developing nation, there is much to discover about the epidemiology of DR.ObjectiveThis work uses a systematic review and meta-analysis to determine the total prevalence of diabetic retinopathy (DR) in China.MethodsUsing common keywords, we looked up published research on the prevalence of DR in diabetic patients using Google Scholar, PubMed, and Scopus from their founding until 2023. Using random effects models, pooled estimates of DR prevalence and the associated 95% confidence intervals (CI) were computed. Fifteen articles covering 4837 patients with different forms of diabetes were analyzed. The Egger tests refuted the publication bias assumption for the prevalence of DR (P = 0.825, P = 0.057, respectively). Significant heterogeneity was seen in the prevalence of DR (P < 0.01, I2 = 92% and τ2 = 0.0082), PDR (P < 0.01, I2 = 97% and τ2 = 0.0072), and NPDR (P < 0.01, I2 = 84% and τ2 = 0.0039), according to the results of I2 and τ2 statistics.ResultsThe combined prevalence of PDR was 24% (95% CI: 19-28), NPDR was 31% (95% CI: 27-35), and DR was 55% (95% CI: 63-71).Conclusions: In summary, DR's prevalence appears slightly higher than that of other studies, with a greater incidence of NPDR. This study emphasises the need for DR screening and treatment in individuals with diabetes.
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Affiliation(s)
- Guang Li
- Ophthalmology Department, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, Zhejiang Province, China
| | - Ledan Wang
- Ophthalmology Department, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, Zhejiang Province, China
| | - Feifei Feng
- Ophthalmology Department, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, Zhejiang Province, China
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Riedl S, Birner K, Schmidt-Erfurth U. Artificial intelligence in managing retinal disease-current concepts and relevant aspects for health care providers. Wien Med Wochenschr 2025; 175:143-152. [PMID: 39992600 PMCID: PMC12031981 DOI: 10.1007/s10354-024-01069-1] [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: 07/06/2024] [Accepted: 12/18/2024] [Indexed: 02/26/2025]
Abstract
Given how the diagnosis and management of many ocular and, most specifically, retinal diseases heavily rely on various imaging modalities, the introduction of artificial intelligence (AI) into this field has been a logical, inevitable, and successful development in recent decades. The field of retinal diseases has practically become a showcase for the use of AI in medicine. In this article, after providing a short overview of the most relevant retinal diseases and their socioeconomic impact, we highlight various aspects of how AI can be applied in research, diagnosis, and disease management and how this is expected to alter patient flows, affecting also health care professionals beyond ophthalmologists.
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Affiliation(s)
- Sophie Riedl
- Department of Ophthalmology and Optometry, Laboratory of Ophthalmic Image Analysis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Klaudia Birner
- Department of Ophthalmology and Optometry, Laboratory of Ophthalmic Image Analysis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Ursula Schmidt-Erfurth
- Department of Ophthalmology and Optometry, Laboratory of Ophthalmic Image Analysis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
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Harley O, Amelia YS, Gustianty E, Soetedjo NNM, Kartasasmita AS. Exploring leukocyte differential count ratio profiles as inflammatory biomarkers in diabetic retinopathy: a systematic review and meta-analysis. BMC Ophthalmol 2025; 25:265. [PMID: 40312699 PMCID: PMC12044949 DOI: 10.1186/s12886-025-04075-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2024] [Accepted: 04/16/2025] [Indexed: 05/03/2025] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is increasingly prevalent and a major cause of irreversible blindness, particularly in developing countries. Limited access to ophthalmologists often leads to delayed diagnosis, emphasizing the need for more affordable and widely accessible screening methods to facilitate early identification. Recently, several studies have demonstrated variability in findings regarding the relationship between leukocyte differential count ratio biomarkers and DR. This study aims to investigate the association between leukocyte differential count ratios-NLR (Neutrophil-to-Lymphocyte Ratio), PLR (Platelet-to-Lymphocyte Ratio), MLR (Monocyte-to-Lymphocyte Ratio), and SII (Systemic Immune-Inflammation Index)-and the stages of diabetic retinopathy (DR). METHODS A comprehensive literature search was conducted across several databases up to September 2024, with a focus on identifying studies examining the relationship between the leukocyte differential count ratio profiles and diabetic retinopathy. Review Manager was used to conduct the meta-analyses. The Newcastle Ottawa Scale (NOS) were used to assess the included studies. RESULTS A total of 38 studies were included in the systematic review and 27 studies were included in the meta-analysis. The mean differences in the NLR and PLR values were significantly different among the groups and were higher in the PDR group (0.68 (95%CI 0.42-0.95, p < 0.05) and 19.57 (95%CI 10.68-28.46, p < 0.05; respectively). These findings were followed by significant differences in SII value 202.53 (95% CI 196.19-208.86, p < 0.05). Moreover, the MLR values were not significantly different among the groups (p > 0.05). CONCLUSION NLR, PLR, and SII are associated with both the presence and progression of DR, with increasing levels of NLR and PLR reflecting a higher risk and severity of the disease. However, it is still necessary to justify the need to combine them with other clinical parameters to confirm the diagnosis.
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Affiliation(s)
- Ohisa Harley
- Doctoral Program in Medical Sciences, Faculty of Medicine, Padjadjaran University, Terusan Ekologi- No 7, Ir. Soekarno Street Km 21, Jatinangor, Bandung, West Java, 45363, Indonesia.
- Netra Eye Clinic, Sumatera Street No. 46 - 68, Bandung, West Java, 40114, Indonesia.
| | - Yufilia Suci Amelia
- Netra Eye Clinic, Sumatera Street No. 46 - 68, Bandung, West Java, 40114, Indonesia
| | - Elsa Gustianty
- Netra Eye Clinic, Sumatera Street No. 46 - 68, Bandung, West Java, 40114, Indonesia
- Departement of Ophthalmology, Faculty of Medicine, Padjadjaran University, Ir. Soekarno Street Km 21, Bandung, West Java, 45363, Indonesia
- Cicendo Hospital National Eye Center, Cicendo Street No.4, Babakan Ciamis, Bandung, West Java, 40117, Indonesia
| | - Nanny N M Soetedjo
- Departement of Endocrinology and Internal Medicine, Faculty of Medicine, Padjadjaran University, Ir. Soekarno Street Km 21, Jatinangor, Bandung, West Java, 45363, Indonesia
| | - Arief S Kartasasmita
- Netra Eye Clinic, Sumatera Street No. 46 - 68, Bandung, West Java, 40114, Indonesia
- Departement of Ophthalmology, Faculty of Medicine, Padjadjaran University, Ir. Soekarno Street Km 21, Bandung, West Java, 45363, Indonesia
- Cicendo Hospital National Eye Center, Cicendo Street No.4, Babakan Ciamis, Bandung, West Java, 40117, Indonesia
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Wang SM, Xia Y. Baicalein modulates endoplasmic reticulum stress by activating SIRT3 to attenuate the dysfunction of retinal microvascular endothelial cells under high glucose conditions. Exp Eye Res 2025; 254:110250. [PMID: 39920974 DOI: 10.1016/j.exer.2025.110250] [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: 01/31/2024] [Revised: 07/26/2024] [Accepted: 01/24/2025] [Indexed: 02/10/2025]
Abstract
High glucose-induced alterations in the retinal microvasculature are major contributors to vision loss and deterioration. Baicalein, known for its protective effect on blood vessels and endothelial cells, is a potential therapeutic agent for diabetes-induced retinal dysfunction. This study aims to investigate the impact and mechanism of baicalein on high glucose-induced dysfunction in retinal microvascular endothelial cells (RMECs). Human RMECs (hRMECs) were exposed to a high glucose condition (30 mM). The effect of various concentrations of baicalein on cell viability was assessed using the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide assay. Baicalein's effects on sirtuin 3 (SIRT3) expression in hRMECs were evaluated via Western blot and quantitative real-time polymerase chain reaction. Additionally, the regulatory role of baicalein was examined by knocking down SIRT3. Cell permeability and migration were assessed using the Transwell assay, and tube formation was evaluated by tube formation assay. Moreover, Western blot analysis was employed to investigate protein expression related to endoplasmic reticulum stress (ERS). Baicalein markedly inhibited the increase in the viability, permeability, tube formation and migration of hRMECs induced by high glucose. Moreover, it significantly reduced the intracellular ERS levels in high glucose-induced hRMECs. Notably, SIRT3 knockdown reversed the inhibition of baicalein on hRMECs. In summary, baicalein mitigates high glucose-mediated ERS by up-regulating SIRT3 expression, thereby maintaining the normal function of RMECs.
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Affiliation(s)
- Si-Min Wang
- Department of Ophthalmology, Chang zhou Third People's Hospital Changzhou, Changzhou, 213001, Jiangsu, China
| | - Yang Xia
- Department of Ophthalmology, Chang zhou Third People's Hospital Changzhou, Changzhou, 213001, Jiangsu, China.
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45
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Bai Y, Xi Y, Gui C, Huang G, Zhou G. Genetic Evidence Supporting a Causal Association Between mTORC1-Dependent Circulating Protein Levels and Diabetic Retinopathy. Transl Vis Sci Technol 2025; 14:4. [PMID: 40314641 PMCID: PMC12054711 DOI: 10.1167/tvst.14.5.4] [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: 11/25/2024] [Accepted: 04/06/2025] [Indexed: 05/03/2025] Open
Abstract
Purpose The mechanistic target of rapamycin (mTOR) signaling pathway is essential for the onset and progression of diabetic retinopathy (DR). Nevertheless, the impact of mTORC1 downstream proteins in DR remains uncertain. Therefore, we performed a Mendelian randomization (MR) research to assess the causal effect of downstream mTORC1 proteins on DR risk. Methods Summary statistics on mTORC1 downstream proteins and DR were obtained from the INTERVAL and FinnGen studies (14,584 patients and 176,010 controls), respectively. We used various MR techniques, including inverse-variance-weighted, weighted median, and MR-Egger. Possible pleiotropy and heterogeneity were identified through sensitivity analysis. Results Genetically predicted eIF4E was positively correlated to DR risk (odds ratio = 1.057; 95% confidence interval, 1.008-1.109; P = 0.022]. No relationship has been shown for circulating RP-S6K, eIF4G, eIF4A, eIF4E-BP and eIF4B levels with DR formation. There was no heterogeneity or unbalanced level pleiotropy identified. Conclusions Higher levels of serum eIF4E promote the progression of DR, proposing that pharmacological inhibition of eIF4E activity may be a prospective DR therapeutic strategy. Translational Relevance The present study has highlighted the role of eIF4E in the development of DR, establishing the foundation for basic research into DR targets.
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Affiliation(s)
- Yaqi Bai
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Yujia Xi
- The Second Hospital of Shanxi Medical University, Department of Urology, Taiyuan, China
| | - Chenwei Gui
- Department of Ophthalmology, Shanxi Eye Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, China
| | - Guohai Huang
- Department of Ophthalmology, Shanxi Eye Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, China
| | - Guohong Zhou
- Department of Ophthalmology, Shanxi Eye Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, China
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Yang X, Cao Y, Cao X, Wang L, Zhang X, Zhang Z, Zai X, Yan Z. Anti-VEGF monotherapy versus anti-VEGF therapy combined with laser or intravitreal glucocorticoid therapy for diabetic macular edema: A Bayesian network meta-analysis. Diabetes Obes Metab 2025; 27:2679-2689. [PMID: 39973301 DOI: 10.1111/dom.16270] [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: 12/09/2024] [Revised: 01/26/2025] [Accepted: 02/03/2025] [Indexed: 02/21/2025]
Abstract
AIMS To conduct a network meta-analysis (NMA) comparing the efficacy of anti-vascular endothelial growth factor (VEGF) monotherapy versus anti-VEGF therapy combined with laser or intravitreal glucocorticoid therapy for diabetic macular edema (DME). MATERIALS AND METHODS PubMed, Embase, and the Cochrane Library were systematically searched for randomized controlled trials comparing anti-VEGF monotherapy with anti-VEGF therapy combined with laser or intravitreal glucocorticoid therapy for DME. The primary outcomes included the mean best-corrected visual acuity (BCVA) and central macular thickness (CMT) changes from the baseline. A NMA for continuous outcomes was conducted using a fixed-effects model, with mean difference (MD) and corresponding 95% credible interval (CI) reported. RESULTS The NMA included 21 randomized controlled trials involving 1798 eyes. Anti-VEGF monotherapy and anti-VEGF combined with laser or intravitreal glucocorticoid therapy did not significantly change the mean CMT and BCVA at 6 and 12 months from the baseline. Simulation-based ranking results for mean BCVA changes suggested that anti-VEGF therapy combined with laser therapy was likely the most effective at 6 (70.7515%) and 12 (70.9315%) months. Similar results were observed in the simulation-based ranking of mean CMT changes, suggesting that anti-VEGF therapy combined with laser therapy was likely the most effective at 6 (83.6350%) and 12 (74.7730%) months. CONCLUSIONS Anti-VEGF monotherapy and anti-VEGF therapy combined with laser or intravitreal glucocorticoid therapy exerted comparable effects. However, the ranking chart recommends anti-VEGF therapy combined with laser therapy. Meanwhile, anti-VEGF therapy combined with intravitreal glucocorticoid therapy did not demonstrate significant benefits.
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Affiliation(s)
- Xiaofei Yang
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
- Department of Ophthalmology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Yang Cao
- Department of Ophthalmology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Xiaoming Cao
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
- Department of Orthopedics, Shanxi Medical University Second Affiliated Hospital, Taiyuan, China
| | - Lijuan Wang
- Department of Ophthalmology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Xiaoxia Zhang
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
- Department of Ophthalmology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Zengyu Zhang
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
- Department of Ophthalmology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Xinyu Zai
- The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
- Department of Ophthalmology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Zheyi Yan
- Department of Ophthalmology, First Hospital of Shanxi Medical University, Taiyuan, China
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Fickweiler W, Sampani K, Markel DS, Levine SR, Sun JK, Gardner TW. Advancing Toward a World Without Vision Loss From Diabetes: Insights From The Mary Tyler Moore Vision Initiative Symposium 2024 on Curing Vision Loss From Diabetes. Transl Vis Sci Technol 2025; 14:12. [PMID: 40338731 PMCID: PMC12077579 DOI: 10.1167/tvst.14.5.12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Accepted: 03/07/2025] [Indexed: 05/10/2025] Open
Abstract
The Mary Tyler Moore Vision Initiative (MTM Vision) honors Mary Tyler Moore's commitment to ending vision loss from diabetes. Founded by Moore's husband, Dr. S. Robert Levine, MTM Vision aims to accelerate breakthroughs in diabetic retinal disease (DRD). At the MTM Vision Symposium 2024 on Curing Vision Loss from Diabetes, experts highlighted the urgent need for updated DRD staging systems, clinically relevant endpoints, and novel biomarkers to detect early disease changes. MTM Vision is advancing two clinical trials in collaboration with the DRCR Retina Network, launching a public awareness campaign, and welcoming Boehringer Ingelheim as the first founding industry member of its pre-competitive Consortium. Speakers emphasized big-data strategies and artificial intelligence (AI)-driven tools to improve DRD diagnosis, risk prediction, and personalized treatment. They also showcased new efforts to bridge academic discoveries with industry expertise, illustrating promising work on vascular regeneration and cellular senescence that may yield future therapies. The MTM Vision Biorepository and Resource Center is expanding tissue collections, enabling multi-omics analyses to study DRD mechanisms. Patient voices were central to the discussion, with calls for enhanced patient-reported outcomes, caregiver support, and broader education on DRD's risks. The symposium also underscored the importance of integrating mental health, quality of life measures, and ongoing patient input to guide clinical research.
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Affiliation(s)
- Ward Fickweiler
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA, USA
- Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
| | - Konstantina Sampani
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | | | | | - Jennifer K. Sun
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA, USA
- Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
| | - Thomas W. Gardner
- Department of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan Medical School, Ann Arbor, MI, USA
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Zhao S. Machine Learning-Driven Identification of Hematological and Immunological Biomarkers for Predicting Proliferative Diabetic Retinopathy Progression. Curr Eye Res 2025:1-10. [PMID: 40299320 DOI: 10.1080/02713683.2025.2498035] [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: 12/11/2024] [Revised: 03/07/2025] [Accepted: 04/21/2025] [Indexed: 04/30/2025]
Abstract
PURPOSE Proliferative Diabetic Retinopathy (PDR) is a severe complication of diabetes characterized by neovascularization and retinal detachment, leading to significant vision loss. This study investigates the predictive power of hematological and immunological markers in PDR progression. METHODS Data from 126 patients were analyzed using advanced machine learning techniques, including LASSO regression, elastic net modeling, and backward stepwise regression. RESULTS The findings identified age, gender, IL-1, and lymphocyte count (LYM) as significant predictors of PDR, with a high AUC value of 0.839 from the ROC curve analysis. These markers, particularly cytokines in the aqueous humor and peripheral blood, offer a convenient and rapid method for early detection and risk assessment of PDR. CONCLUSIONS Despite the limitations of being a cross-sectional study with a relatively small sample size, the results highlight the clinical significance of these biomarkers and underscore the need for further validation in larger, more diverse populations. This study contributes to the development of targeted interventions and improved management strategies for diabetic retinopathy, emphasizing the importance of immunological health in disease progression.
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Affiliation(s)
- Sibo Zhao
- Jingyuan Eye Hospital, Kunming, China
- Central South University, Changsha, China
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He J, Kang J, Mei Z, Zhou X, Yin Y, Zhu C. Gender-specific association between circulating 25-hydroxyvitamin D levels and diabetic retinopathy in patients with type 2 diabetes mellitus. Front Endocrinol (Lausanne) 2025; 16:1541961. [PMID: 40365228 PMCID: PMC12069050 DOI: 10.3389/fendo.2025.1541961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Accepted: 04/02/2025] [Indexed: 05/15/2025] Open
Abstract
Background Diabetic retinopathy (DR), one of the most common microvascular complications of diabetes mellitus (DM), remains to be a major driver of vision loss worldwide. Vitamin D has been reported to be involved in DR pathogenesis, but results have been inconsistent. We aimed to explore the relationship between blood 25-hydroxyvitamin D, 25(OH)D, level and the risk of DR in patients with type 2 diabetes (T2DM). Methods A total of 535 adults with T2DM from our department were included. Demographic information, biochemical data, 25(OH)D, and sex hormones were collected. Fundus photography was performed to determine the presence of DR. Participants were grouped into the DR group and the non-DR (NDR) group according to the fundus examinations and four groups based on serum 25(OH)D levels as follows: normal, insufficient, deficient, and severely deficient. Multivariate logistic regression analysis was used to evaluate the association between 25(OH)D and risk of DR. Results Males but not females with DR had significantly decreased levels of 25(OH)D (16.4 ± 5.6 ng/ml vs. 21.0 ± 5.0 ng/ml, P = 0.001) and increased proportion of severe 25(OH)D deficiency (14.8% vs. 6.7%, P = 0.022) compared to those without DR. Likewise, there was a gradually increasing percentage of DR with the reduction of 25(OH)D levels only in males (35.7%, 44.4%, 53.2%, 70.3%, P = 0.022). Intriguingly, total testosterone (TT) levels decreased markedly in males with DR (12.9 ± 5.2 nmol/L vs. 14.2 ± 5.5 nmol/L, P = 0.035) compared to their counterparts and correlated positively with 25(OH)D (β = 0.161, P = 0.007), which did not occur in females. After multivariate adjustment, we observed a significant inverse association between serum 25(OH)D and the occurrence of DR in males, showing that the adjusted ORs (AORs) and 95% confidence interval for DR were 0.233 (0.070-0.779) in the normal group, 0.280 (0.103-0.756) in the insufficient group, and 0.477 (0.196-1.164) in the deficiency group with the severely deficient group as a reference (P-trend = 0.003). However, such a significant association was not observed in females (P-trend = 0.137). Conclusion We concluded a gender-specific relationship between serum 25(OH)D and the incidence of DR in T2DM, supported by a significant inverse association between serum 25(OH)D and DR only in males, which could be mediated by a marked reduction in TT levels.
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Affiliation(s)
- Jing He
- Department of Endocrinology, The Third People’s Hospital of Hefei, Hefei Third Clinical College of Anhui Medical University, Hefei, China
| | - Jingrui Kang
- Department of Endocrinology, Cangzhou Hospital of Integrated Traditional Chinese Medicine and Western Medicine of Hebei, Hebei, China
| | - Zhou Mei
- Department of Endocrinology, The Third People’s Hospital of Hefei, Hefei Third Clinical College of Anhui Medical University, Hefei, China
| | - Xiaohui Zhou
- Department of Endocrinology, The Third People’s Hospital of Hefei, Hefei Third Clinical College of Anhui Medical University, Hefei, China
| | - Yingchuan Yin
- Department of Endocrinology, The Third People’s Hospital of Hefei, Hefei Third Clinical College of Anhui Medical University, Hefei, China
| | - Cuiling Zhu
- Department of Endocrinology and Metabolism, Shanghai Tenth People’s Hospital of Tongji University, School of Medicine, Shanghai, China
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Wang J, Su J, Liu D, Ma J. Causal roles of lipids and mediating proteins in diabetic retinopathy: insights from metabolomic and proteomic Mendelian randomization. Diabetol Metab Syndr 2025; 17:139. [PMID: 40287778 PMCID: PMC12032741 DOI: 10.1186/s13098-025-01701-z] [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] [Received: 01/26/2025] [Accepted: 04/12/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND This study explores the causal relationships between five major lipids, 249 circulating metabolites, and four diabetic retinopathy (DR) outcomes: overall DR, background DR, severe background DR, and proliferative DR (PDR). We aim to identify plasma proteins that mediate these causal effects, offering insights into potential therapeutic targets. METHODS We conducted metabolome-wide Mendelian randomization (MR) analyses to assess associations between major lipids, metabolites, and DR outcomes. Multivariable MR (MVMR) and proteome-wide mediated MR (two-step MR) analyses were performed to ensure robust evaluation and identify mediating plasma proteins. RESULTS Triglycerides were identified as a significant risk factor for DR, mediated by proteins like Dickkopf-3 (DKK3), ST6 N-acetylglucosamine transferase 6 (ST4S6), and Neogenin (NEO1). For background DR, HDL-C, specific VLDL particles, and LDL triglycerides were protective, mediated by proteins like chloride intracellular channel 5 (CLIC5), basal cell adhesion molecule (BCAM), and Ribophorin I (RPN1). Additionally, polyunsaturated fatty acids (PUFAs) and total choline were protective against PDR, mediated by Radical Fringe Gene (RFNG). CONCLUSIONS This study identifies specific plasma proteins that mediate the effects of lipids and metabolites on DR, establishing a direct molecular link between these biomarkers and disease progression. These findings enhance our understanding of the pathophysiological mechanisms underlying DR and highlight potential targets for therapeutic intervention.
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Affiliation(s)
- Jiawei Wang
- Department of Ophthalmology, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, Hebei, China
| | - Jing Su
- Department of Ophthalmology, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, Hebei, China
| | - Danyan Liu
- Department of Ophthalmology, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, Hebei, China.
| | - Jingxue Ma
- Department of Ophthalmology, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, Hebei, China.
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