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Yanagi Y, Tsujimura J, Ohno S, Higashi K, Sakashita N, Shoji A, Igarashi A. Cost-effectiveness analysis of bispecific antibody faricimab for treatment of neovascular age-related macular degeneration and diabetic macular edema in Japan. J Med Econ 2025; 28:448-459. [PMID: 40078048 DOI: 10.1080/13696998.2025.2478755] [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: 03/07/2025] [Accepted: 03/10/2025] [Indexed: 03/14/2025]
Abstract
OBJECTIVE To assess the cost-effectiveness of faricimab vs. other anti-vascular endothelial growth factor (anti-VEGF) drugs for treatment of neovascular age-related macular degeneration (nAMD) and diabetic macular edema (DME) in Japan, while considering societal burden associated with treatment. METHODS A Markov model for cost-effectiveness analysis of anti-VEGF treatment in patients with nAMD and DME was applied based on cost and utility value data from Japan. Faricimab administered through a treat-and-extend (T&E) regimen was compared with ranibizumab administered pro re nata (PRN) and T&E, aflibercept T&E, brolucizumab T&E, and best supportive care (BSC). Further to treatment costs (public payer perspective), the societal burden (societal perspective), including costs of travel, informal care, and productivity, was assessed. RESULTS In treatment of nAMD, lifetime quality-adjusted life years (QALYs) gained were highest with faricimab (faricimab T&E: 6.92, ranibizumab PRN: 6.88, ranibizumab T&E: 6.91, aflibercept T&E: 6.89, brolucizumab T&E: 6.89, BSC: 5.99). From the public payer perspective, the lifetime total cost for faricimab T&E was lower than those for ranibizumab (PRN, T&E) and brolucizumab (T&E), comparable to aflibercept T&E, and higher than BSC (incremental costs: 158,385 and 6,475,511 JPY, respectively). As a result, faricimab was cost-effective or dominant in the treatment of nAMD, excluding BSC. From the societal perspective, faricimab was dominant against all comparators in nAMD. In treatment of DME, QALYs gained were highest with faricimab (faricimab T&E: 8.51, ranibizumab PRN: 8.17, aflibercept PRN: 8.36, ranibizumab T&E: 8.13, BSC: 5.16). From both the public payer and societal perspectives, faricimab was dominant against all comparators in DME. CONCLUSIONS When societal burdens were considered, faricimab was dominant in both nAMD and DME against all comparators, suggesting that the extended dosing interval associated with faricimab treatment may alleviate societal burdens and consequently improve patient outcomes.
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Affiliation(s)
- Yasuo Yanagi
- Department of Ophthalmology and Micro-Technology, Yokohama City University, Yokohama, Japan
- Retina Research Group, Singapore Eye Research Institute, Singapore
- Singapore Eye-ACP, Duke-NUS Medical School, National University of Singapore, Singapore
| | | | - Shinya Ohno
- Chugai Pharmaceutical Co., Ltd., Tokyo, Japan
| | | | | | - Ayako Shoji
- Medilead, Inc., Tokyo, Japan
- Healthcare Consulting, Inc., Tokyo, Japan
| | - Ataru Igarashi
- Department of Health Economics and Outcomes Research, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan
- Department of Public Health, School of Medicine, Yokohama City University, Kanagawa, Japan
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Lin S, Ji Z, Gao J, Fan J, Hou J, Liu S, Wang C, Chen K, Tao L, Jiang Z. Poldip2 Aggravates inflammation in diabetic retinopathy by impairing mitophagy via the AMPK/ULK1/Pink1 pathway. Life Sci 2025; 373:123681. [PMID: 40320136 DOI: 10.1016/j.lfs.2025.123681] [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: 02/18/2025] [Revised: 04/23/2025] [Accepted: 04/26/2025] [Indexed: 05/08/2025]
Abstract
BACKGROUND AND AIM Inflammation is a crucial aspect of the pathophysiology of diabetic retinopathy (DR). Polymerase delta-interacting protein 2 (Poldip2) has been linked to inflammation in various disorders, but its role in DR remains unclear. This study aims to elucidate the underlying mechanisms of Poldip2 in DR. METHODS Transmission Electron Microscopy (TEM) revealed significant mitophagy reduction due to the accumulation of damaged mitochondria in the retinas of Streptozotocin (STZ)-induced diabetic Sprague Dawley (SD) rats. In vivo, AAV9-Poldip2-shRNA was administered to STZ-induced DR rats, partially restoring mitophagy. Microglia (BV2) cells cultured in high glucose (HG) conditions exhibited similar behavior. Likewise, BV2 received Poldip2-siRNA treatment to further explore the regulatory mechanism of Poldip2. RESULTS In vivo, Poldip2 was significantly elevated alongside VEGFR and SQSTM1/P62, while mitophagy markers were inhibited. Under HG conditions, BV2 secret large amounts of pro-inflammatory factors. Human Retinal Microvascular Endothelial Cells (HRMECs) were significantly affected by these HG-cultured BV2, leading to angiogenesis. Notably, Poldip2 knockdown significantly increased Pink1 by preventing its ubiquitination-mediated degradation, thereby enhancing mitophagy and reducing retinal inflammation. CONCLUSION Our findings suggest that Poldip2 contributes to DR by promoting Pink1 degradation, which inhibits mitophagy and leads to inflammation. Targeting Poldip2 may offer a novel therapeutic strategy for DR.
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Affiliation(s)
- Siyu Lin
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China
| | - Zhiyu Ji
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China
| | - Jie Gao
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China
| | - Jiawei Fan
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China
| | - Jingjing Hou
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China
| | - Sha Liu
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China
| | - Chuanxi Wang
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China
| | - Keyang Chen
- Department of Nutrition and Food Hygiene, School of Public Health, Anhui Medical University, Hefei 230032, Anhui, China
| | - Liming Tao
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China
| | - Zhengxuan Jiang
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China.
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Shi Y, Hu Y, Zhang Y, Tjandra AD, Park S, Chandrawati R, Tasoglu S, Jiang N, Yetisen AK. Microfluidic contact lens for continuous monitoring of ocular oxidative stress. Biosens Bioelectron 2025; 280:117427. [PMID: 40187150 DOI: 10.1016/j.bios.2025.117427] [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: 02/19/2025] [Revised: 03/25/2025] [Accepted: 03/28/2025] [Indexed: 04/07/2025]
Abstract
Oxidative stress-induced ocular dysfunctions are a significant global health concern. Glutathione (GSH), an abundant antioxidant in tears, can serve as an index for oxidative stress (OS). A coumarin-based fluorescent probe named CCAE was synthesized for GSH monitoring, functioning through structural changes via Michael's addition with GSH and elimination by H2O2, which restores the conjugation structure to assess the severity of OS-induced ocular diseases. CCAE demonstrated a high sensitivity with a detection limit (LOD) of 0.12 mM and reversibility for 15 cycles. A wearable contact lens sensor was developed featuring a microfluidic lens patterned with a 365 nm pulsed laser, requiring 6 μL of tears. CCAE was encapsulated in citric acid-crosslinked poly(vinyl alcohol) film and embedded in poly((hydroxyethyl)methacrylate-co-ethylene glycol)/polyvinylpyrrolidone (poly(HEMA-co-EG)/PVP) lenses. A customized smartphone readout device enabled quantitative GSH readings for point-of-care applications. Tested on an ex vivo porcine anterior eye model, the sensor achieved an LOD of 0.204 mM, within a detection range of 0.62-1.17 mM and 0.13-0.73 mM under mild and severe OS conditions respectively. The sensors maintained operational stability for 2 days and storage stability for 1 week. This reversible GSH contact lens sensor offers a unique platform for diagnosing and monitoring OS-related ocular conditions at point-of-care settings.
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Affiliation(s)
- Yuqi Shi
- Department of Chemical Engineering, Imperial College London, South Kensington, London, SW7 2BU, UK
| | - Yubing Hu
- Department of Chemical Engineering, Imperial College London, South Kensington, London, SW7 2BU, UK
| | - Yihan Zhang
- Department of Chemical Engineering, Imperial College London, South Kensington, London, SW7 2BU, UK
| | - Angie Davina Tjandra
- School of Chemical Engineering, The University of New South Wales (UNSW Sydney), Sydney, NSW, 2052, Australia; Australian Centre for Nanomedicine (ACN), The University of New South Wales (UNSW Sydney), Sydney, NSW, 2052, Australia
| | - Seojung Park
- Department of Chemical Engineering, Imperial College London, South Kensington, London, SW7 2BU, UK
| | - Rona Chandrawati
- School of Chemical Engineering, The University of New South Wales (UNSW Sydney), Sydney, NSW, 2052, Australia; Australian Centre for Nanomedicine (ACN), The University of New South Wales (UNSW Sydney), Sydney, NSW, 2052, Australia
| | - Savas Tasoglu
- Department of Mechanical Engineering, Koc University, Sarıyer, Istanbul, 34450, Türkiye
| | - Nan Jiang
- West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China; Jinfeng Laboratory, Chongqing, 401329, China
| | - Ali K Yetisen
- Department of Chemical Engineering, Imperial College London, South Kensington, London, SW7 2BU, UK.
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Zhao Q, Wei L, Chen Y. Detection of choroidal vascular features in diabetic patients without clinically visible diabetic retinopathy by optical coherence tomography angiography: A systemic review and meta-analysis. Surv Ophthalmol 2025; 70:695-703. [PMID: 39214238 DOI: 10.1016/j.survophthal.2024.08.007] [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: 01/25/2024] [Revised: 08/23/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
Researchers have explored choroidal features in the eyes of diabetic patients without clinically visible diabetic retinopathy (DM-NoDR) employing optical coherence tomography angiography (OCTA); however, the results are controversial. We systematically searched PubMed, Embase, and Ovid databases for OCTA studies comparing choroidal parameters between DM-NoDR eyes and healthy controls or nonproliferative diabetic retinopathy (NPDR) eyes. Outcomes included choriocapillaris (CC) perfusion density (PD), flow area (FA), and flow deficits (FD). 36 studies were finally included in the quantitative meta-analysis, involving 1908 DM-NoDR eyes, 792 NPDR eyes, and 1391 healthy control eyes. DM-NoDR eyes had significantly lower CC PD in the foveal region (P = 0.0005) and superior parafoveal region (P = 0.003) than healthy control eyes, but no significant difference was found in other parafoveal subregions (P > 0.05). DM-NoDR eyes were also associated with increased CC FD (P < 0.00001) and decreased CC FA (P < 0.0001) in whole OCTA images with a 3 × 3 mm2 field of view (FOV). Compared with all-stage NPDR eyes, DM-NoDR eyes had higher CC PD in the foveal region (P < 0.0001), parafoveal region (P < 0.00001), and the whole OCTA images with a 6 × 6 mm2 FOV (P < 0.00001). Early choroidal microvascular changes may precede clinically visible DR and can be detected early using OCTA in DM-NoDR eyes.
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Affiliation(s)
- Qing Zhao
- Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing 100730, China; Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College Hospital, Beijing 100730, China
| | - Linxin Wei
- Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing 100730, China; Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College Hospital, Beijing 100730, China
| | - Youxin Chen
- Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing 100730, China; Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College Hospital, Beijing 100730, China.
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Meher T, Muhammad T, Ahmed W. Association Between Multimorbidity and Presence of Diagnosed Vision Problems Among the Middle-Aged and Older Population in India. Ophthalmic Epidemiol 2025; 32:309-317. [PMID: 39116402 DOI: 10.1080/09286586.2024.2384061] [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: 11/21/2022] [Revised: 11/28/2023] [Accepted: 07/16/2024] [Indexed: 08/10/2024]
Abstract
PURPOSE The aim of the study was to estimate the prevalence of diagnosed vision problems and to examine the association of single and multiple chronic conditions with vision problems among middle-aged and older adults in India. METHODS The study utilized data from the Longitudinal Ageing Study in India (LASI) Wave 1, (2017-18). Descriptive statistics along with bivariate and multivariable analyses were conducted to achieve the study objectives. RESULTS The prevalence of diagnosed vision problems in the sampled population was 48.2%. The older adults (60+ years) (55.3%) had shown a greater prevalence of vision problems than the middle-aged individuals (41%). Among chronic conditions, hypertension, diabetes, chronic lung diseases, chronic heart diseases, bone related diseases, psychiatric disorders, and high cholesterol were significantly associated with vision problems in the case of both middle-aged and older adults. Furthermore, odds of experiencing vision problems according to the presence of multimorbidity were higher in the middle-aged population [adjusted odds ratio (AOR) = 1.986; confidence interval (CI):1.855-2.126] than in the older population [AOR = 1.746; CI:1.644-1.854]. CONCLUSIONS Middle-aged and older adults with chronic illnesses and multimorbidity were at greater risk of vision problems. Due to the high prevalence of vision problem, interventions aimed at prevention or early detection are warranted.
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Affiliation(s)
- Trupti Meher
- Population Studies, International Institute for Population Sciences, Mumbai, India
| | - T Muhammad
- Population Studies, International Institute for Population Sciences, Mumbai, India
- Center for Healthy Aging, Pennsylvania State University, University Park, USA
| | - Waquar Ahmed
- School of Health Systems Studies, Tata Institute of Social Sciences, Mumbai, India
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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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Panda P, Mohanty S, Gouda SR, Mohapatra R. Advances in nanomedicine for retinal drug delivery: overcoming barriers and enhancing therapeutic outcomes. J Drug Target 2025; 33:587-611. [PMID: 39694681 DOI: 10.1080/1061186x.2024.2443144] [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: 10/22/2024] [Revised: 11/16/2024] [Accepted: 12/07/2024] [Indexed: 12/20/2024]
Abstract
Nanomedicine offers a promising avenue for improving retinal drug delivery, effectively addressing challenges associated with ocular diseases like age-related macular degeneration and diabetic retinopathy. Nanoparticles, with their submicron size and customisable surface properties, enable enhanced permeability and retention within retinal tissues, supporting sustained drug release and minimising systemic side effects. Nanostructured scaffolds further provide a supportive environment for retinal cell growth and tissue regeneration, crucial for treating degenerative conditions. Additionally, advanced nanodevices facilitate real-time monitoring and controlled drug release, marking significant progress in retinal therapy. This study reviews recent advancements in nanomedicine for retinal drug delivery, critically analysing design innovations, therapeutic benefits, and limitations of these systems. By advancing nanotechnology integration in ocular therapies, this field holds strong potential for overcoming current barriers, ultimately improving patient outcomes and quality of life.
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Affiliation(s)
- Pratikeswar Panda
- Department of Pharmaceutics, School of Pharmaceutical Science, Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India
| | - Shreyashree Mohanty
- Department of Pharmaceutics, School of Pharmaceutical Science, Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India
| | - Sangita Ranee Gouda
- Department of Pharmaceutics, School of Pharmaceutical Science, Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India
| | - Rajaram Mohapatra
- Department of Pharmaceutics, School of Pharmaceutical Science, Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India
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Kaya S, Khamees A, Geerling G, Strzalkowski P, Gontscharuk V, Szendroedi J, Müssig K, Ziegler D, Roden M, Guthoff R. Macular perfusion alterations in people with recent-onset diabetes and novel diabetes subtypes. Diabetologia 2025; 68:1140-1156. [PMID: 40164944 PMCID: PMC12069482 DOI: 10.1007/s00125-025-06407-5] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 01/27/2025] [Indexed: 04/02/2025]
Abstract
AIMS/HYPOTHESIS Our aim was to detect early structural and functional changes in the macular capillaries using optical coherence tomography angiography during the course of type 1 or 2 diabetes mellitus. METHODS In this cross-sectional study, individuals with type 1 diabetes (n=143) or type 2 diabetes (n=197) from the German Diabetes Study (ClinicalTrials.gov registration no. NCT01055093) underwent clinical examination and cluster analysis to identify phenotype-based diabetes subtypes, using BMI, age, HbA1c, homoeostasis model estimates and islet autoantibodies. Colour fundus photography, optical coherence tomography and optical coherence tomography angiography were performed within the first year of diabetes diagnosis (baseline) and at 5 year intervals up to year 10. Age- and sex-adjusted participants served as control participants (n=105). Perfusion density, vessel density, presence of retinal microaneurysms in superficial, intermediate and deep capillary plexus (SCP, ICP, DCP), choriocapillaris flow deficit density (CC FD) and the foveal avascular zone (FAZ) of the macula as well as retinal layer thickness, visual acuity and contrast sensitivity were analysed. RESULTS Perfusion density and vessel density of SCP were already reduced at baseline in type 2 diabetes (expected difference compared with control participants: -0.0071, p=0.0276, expected difference: -0.0034, p=0.0184, respectively), especially in participants with severe insulin-deficient and mild obesity-related diabetes. At year 10 only perfusion density of the SCP and DCP was reduced in both type 1 and 2 diabetes (p=0.0365, p=0.0062, respectively). The FAZ was enlarged and the CC FD within the first year increased in type 1 (p=0.0327, p=0.0474, respectively) and more markedly in type 2 diabetes (p=0.0006, p<0.0001). The occurrence of microaneurysms in SCP and DCP was significant at year 5 (p=0.0209, p=0.0279, respectively) and year 10 (p=0.0220, p=0.0007). Presence of microaneurysms in SCP and DCP was associated with decreases in perfusion density and vessel density in both SCP and ICP. Furthermore, microaneurysms were associated with decreased ganglion cell layer and inner plexiform layer thickness. CONCLUSIONS/INTERPRETATION Type 2 diabetes already reduces macular perfusion SCP at time of clinical diagnosis, while long-standing diabetes affects both SCP and DCP. The FAZ of the SCP and the CC FD are early indicators of diabetic alterations, with more pronounced changes observed in type 2 diabetes. Microaneurysms in the macular plexus are associated with a decrease of ganglion cell layer and inner plexiform layer. Subclinical microangiopathy occurs prior to manifestation of diabetic retinopathy, disease-related visual acuity impairment or inner retinal layer thinning.
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Affiliation(s)
- Sema Kaya
- Department of Ophthalmology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Ala Khamees
- Department of Ophthalmology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Gerd Geerling
- Department of Ophthalmology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Piotr Strzalkowski
- Department of Ophthalmology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Veronika Gontscharuk
- Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD e.V.), München-Neuherberg, Germany
| | - Julia Szendroedi
- German Center for Diabetes Research (DZD e.V.), München-Neuherberg, Germany
- Department of Internal Medicine I, Medical Faculty, Ruprecht Karls University Heidelberg, Heidelberg, Germany
| | - Karsten Müssig
- Department of Internal Medicine, Gastroenterology and Diabetology, Niels Stensen Hospitals, Franziskus Hospital Harderberg, Georgsmarienhütte, Germany
| | - Dan Ziegler
- German Center for Diabetes Research (DZD e.V.), München-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Division of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Michael Roden
- German Center for Diabetes Research (DZD e.V.), München-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Division of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Rainer Guthoff
- Department of Ophthalmology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
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Sobhi N, Sadeghi-Bazargani Y, Mirzaei M, Abdollahi M, Jafarizadeh A, Pedrammehr S, Alizadehsani R, Tan RS, Islam SMS, Acharya UR. Artificial intelligence for early detection of diabetes mellitus complications via retinal imaging. J Diabetes Metab Disord 2025; 24:104. [PMID: 40224528 PMCID: PMC11993533 DOI: 10.1007/s40200-025-01596-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Accepted: 02/23/2025] [Indexed: 04/15/2025]
Abstract
Background Diabetes mellitus (DM) increases the risk of vascular complications, and retinal vasculature imaging serves as a valuable indicator of both microvascular and macrovascular health. Moreover, artificial intelligence (AI)-enabled systems developed for high-throughput detection of diabetic retinopathy (DR) using digitized retinal images have become clinically adopted. This study reviews AI applications using retinal images for DM-related complications, highlighting advancements beyond DR screening, diagnosis, and prognosis, and addresses implementation challenges, such as ethics, data privacy, equitable access, and explainability. Methods We conducted a thorough literature search across several databases, including PubMed, Scopus, and Web of Science, focusing on studies involving diabetes, the retina, and artificial intelligence. We reviewed the original research based on their methodology, AI algorithms, data processing techniques, and validation procedures to ensure a detailed analysis of AI applications in diabetic retinal imaging. Results Retinal images can be used to diagnose DM complications including DR, neuropathy, nephropathy, and atherosclerotic cardiovascular disease, as well as to predict the risk of cardiovascular events. Beyond DR screening, AI integration also offers significant potential to address the challenges in the comprehensive care of patients with DM. Conclusion With the ability to evaluate the patient's health status in relation to DM complications as well as risk prognostication of future cardiovascular complications, AI-assisted retinal image analysis has the potential to become a central tool for modern personalized medicine in patients with DM.
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Affiliation(s)
- Navid Sobhi
- Nikookari Eye Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Majid Mirzaei
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mirsaeed Abdollahi
- Nikookari Eye Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali Jafarizadeh
- Nikookari Eye Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Siamak Pedrammehr
- Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, 75 Pigdons Rd, Waurn Ponds, VIC 3216 Australia
- Faculty of Design, Tabriz Islamic Art University, Tabriz, Iran
| | - Roohallah Alizadehsani
- Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, 75 Pigdons Rd, Waurn Ponds, VIC 3216 Australia
| | - Ru-San Tan
- National Heart Centre Singapore, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Sheikh Mohammed Shariful Islam
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Melbourne, VIC Australia
- Cardiovascular Division, The George Institute for Global Health, Newtown, Australia
- Sydney Medical School, University of Sydney, Camperdown, Australia
| | - U. Rajendra Acharya
- School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD 4300 Australia
- Centre for Health Research, University of Southern Queensland, Springfield, Australia
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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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11
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Li L, Chen X, Yi X. Association between vitamin D receptor polymorphisms and diabetic retinopathy in Uygur Chinese with type 2 diabetes. Ophthalmic Genet 2025; 46:261-266. [PMID: 40000366 DOI: 10.1080/13816810.2025.2470206] [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: 10/13/2024] [Revised: 02/08/2025] [Accepted: 02/17/2025] [Indexed: 02/27/2025]
Abstract
PURPOSE This study was to investigate the potential association between vitamin D receptor(VDR) gene polymorphisms and the risk of diabetic retinopathy(DR) in the Uygur population in China, focusing on four specific VDR gene single nucleotide polymorphisms(SNPs) as candidate SNPs. METHODS The study genotyped a total of 151 DR patients and 130 healthy controls from the Uygur population using the single-base terminal extension (SNaPshot) method for four VDR gene SNPs: rs1544410, rs7975232, rs2228570, and rs731236. Hardy-Weinberg equilibrium was assessed using the χ2 test. Genotype frequencies were determined by directly counting the genotypes and correlating them with population data. The χ2 test was utilized to compare allele and genotype frequencies between patients and controls. RESULTS Compared to the healthy control group, the study observed a significantly higher frequency of the "TT" genotype at rs1544410 in the DR group. Additionally, within the non-proliferative diabetic retinopathy (NPDR) group, a significantly higher frequency of the "AA" genotype at rs7975232 was noted. No significant differences were found in the comparison of all haplotypes between patients and controls. CONCLUSIONS The study concluded that the rs1544410 polymorphism is associated with DR, and the rs7975232 polymorphism is associated with susceptibility to NPDR in the Uygur population in China.
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Affiliation(s)
- Li Li
- Department of Ophthalmology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, People's Republic of China
- Department of Ophthalmology, Pengzhou People's Hospital, Chengdu, Sichuan, People's Republic of China
| | - Xueyi Chen
- Department of Ophthalmology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, People's Republic of China
| | - Xianglong Yi
- Department of Ophthalmology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, People's Republic of China
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12
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Chu J, Shaia JK, Jeong H, Singh RP, Talcott KE. Risk of retinal disease and visual impairment in individuals with psychiatric disorders. Eye (Lond) 2025:10.1038/s41433-025-03851-w. [PMID: 40394267 DOI: 10.1038/s41433-025-03851-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 02/19/2025] [Accepted: 05/08/2025] [Indexed: 05/22/2025] Open
Abstract
BACKGROUND/OBJECTIVES Individuals with a psychiatric disease have been reported to have structural variations in the retina, but how this affects retinal disease risk and vision loss is poorly understood. This study evaluated the risk of retinal disease and visual impairment in individuals with psychiatric disorders. SUBJECTS/METHODS An exploratory retrospective cohort study was conducted through a federated health research network that aggregates de-identified EHR data of over 95 million individuals across 50 healthcare organizations. Individuals ages 50-89 were identified for schizophrenia, bipolar disorder (BD), major depressive disorder (MDD), retinal disease, and visual impairment defined by vision loss or blindness using ICD-10 codes. Individuals were propensity score matched (PSM) on age, sex, race, ethnicity, hypertension, diabetes, and dyslipidaemias. Risk ratio calculation and statistical analyses were conducted through the network's analytics tool utilizing 95% confidence intervals. RESULTS After PSM, the schizophrenia cohort had 160,414 matched individuals (average age 65), 391,440 in the BD cohort (64), and 1,962,380 in the MDD cohort (67). A recorded diagnosis of schizophrenia was associated with a decreased likelihood of having a retinal disease diagnosis, while recorded diagnoses of BD and MDD were associated with an increased likelihood. Across all psychiatric disorders, individuals with a retinal disease diagnosis had an increased risk of visual impairment compared to individuals with a retinal disease alone. CONCLUSION Recorded diagnoses of BD and MDD were associated with an increased likelihood of having a retinal disease diagnosis. Across all psychiatric disorders, individuals with a concurrent retinal disease were more likely to have a visual impairment diagnosis.
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Affiliation(s)
- Jeffrey Chu
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Jacqueline K Shaia
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Hejin Jeong
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Rishi P Singh
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
- Cleveland Clinic Martin Hospitals, Cleveland Clinic Florida, Stuart, FL, USA
- Cleveland Clinic Cole Eye Institute, Cleveland, OH, USA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
| | - Katherine E Talcott
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
- Cleveland Clinic Cole Eye Institute, Cleveland, OH, USA.
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA.
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13
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Buonfiglio F, Böhm EW, Tang Q, Daiber A, Gericke A. Revisiting the renin-angiotensin-aldosterone system in the eye: Mechanistic insights and pharmacological targets. Pharmacol Res 2025; 216:107771. [PMID: 40348100 DOI: 10.1016/j.phrs.2025.107771] [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: 10/04/2024] [Revised: 04/22/2025] [Accepted: 05/07/2025] [Indexed: 05/14/2025]
Abstract
The renin-angiotensin-aldosterone system (RAAS) plays a fundamental role in regulating blood pressure and fluid homeostasis through key effectors such as angiotensin II and aldosterone. These agents and their receptors have become crucial molecular targets in several cardiovascular and renal diseases. Over the past few decades, a growing body of evidence has revealed the presence of RAAS components in ocular structures, suggesting a tissue-specific RAAS within the eye. Building on this knowledge, studies have indicated that the ocular RAAS plays a significant role in the pathogenesis of various eye diseases. An impaired and overactivated RAAS contributes to the development of severe and widespread disorders affecting both the anterior and posterior segments of the eye. In this context, the current work aims to delve into the pivotal molecular pathways involving the RAAS, with an in-depth exploration of the ocular pathophysiology. It focuses on the relationship between overactivation of the RAAS and oxidative stress, as well as the exacerbation of neovascularization and inflammatory processes. The objective is to provide an updated and comprehensive understanding of the role of the RAAS in ophthalmological diseases, highlighting the therapeutic potential of RAAS modulators and discussing the controversies and challenges in this area of research.
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Affiliation(s)
- Francesco Buonfiglio
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg, University, Langenbeckstr.1, Mainz 55131, Germany.
| | - Elsa Wilma Böhm
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg, University, Langenbeckstr.1, Mainz 55131, Germany.
| | - Qi Tang
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg, University, Langenbeckstr.1, Mainz 55131, Germany.
| | - Andreas Daiber
- Department of Cardiology I, University Medical Center of the Johannes Gutenberg University, Mainz 55131, Germany; German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz 55131, Germany.
| | - Adrian Gericke
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg, University, Langenbeckstr.1, Mainz 55131, Germany.
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14
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Chen JY, Pan HW, Zhang XM, Liu JM, Chan SY, Liu TT, Ma JY, Liu Q, Yi WZ, Wu YN, Gu SS, Xia LX, Meng J. Combining ranibizumab with calcium dobesilate to reduce injection frequency in diabetic macular edema treatment. Int Ophthalmol 2025; 45:203. [PMID: 40381058 DOI: 10.1007/s10792-025-03578-3] [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] [Accepted: 05/10/2025] [Indexed: 05/19/2025]
Abstract
BACKGROUND This study explores the potential of calcium dobesilate combined with intravitreal ranibizumab injections to reduce the treatment frequency in patients with DME-induced visual impairment and observes the clinical outcomes. METHODS In this investigation involving 90 DME patients, a comparative analysis was conducted between a group treated with both ranibizumab injections and calcium dobesilate capsules (45 patients) and a control group receiving only the injections (45 patients). Treatment was monthly for 3 months, then adjusted as needed, with a follow-up at 12 months focusing on injection frequency, BCVA scores, and CMT to assess both treatment efficacy and safety. RESULTS In the 12-month trial, subjects receiving a new combination therapy experienced fewer required intravitreal injections (average 4.73) compared to those on standard monotherapy (average 6.02), showing a significant reduction (p < 0.05). Final assessments revealed substantial improvements in best corrected visual acuity (BCVA) and central macular thickness (CMT) for both groups from baseline (p < 0.05). The experimental group notably showed greater enhancements in BCVA and CMT, highlighting the superior effectiveness of the combination therapy in managing DME symptoms with reduced treatment frequency. CONCLUSION Combination therapy with calcium dobesilate and ranibizumab decreased the frequency of intravitreal injections and led to greater improvements in BCVA and CMT compared to ranibizumab alone over 12 months. Both treatments were well-tolerated, with the combination therapy demonstrating a favorable safety profile.
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Affiliation(s)
- Jian-Ying Chen
- Department of Ophthalmology, The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Hong-Wei Pan
- Department of Ophthalmology, The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
- Institute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China
| | - Xiao-Ming Zhang
- Department of Ophthalmology, Guangdong Women and Children Hospital, Guangzhou, China
| | - Jing-Min Liu
- Department of Ophthalmology, The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Sum-Yuet Chan
- Department of Ophthalmology, The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Ting-Ting Liu
- Department of Ophthalmology, The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Jian-Yi Ma
- Department of Ophthalmology, The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Qi Liu
- Institute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China
| | - Wan-Zhao Yi
- Institute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China
| | - Ya-Ni Wu
- Institute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China
| | - Shuo-Shuo Gu
- Institute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China
| | - Ling-Xiao Xia
- Institute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China
| | - Jing Meng
- Department of Ophthalmology, The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China.
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15
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Qi X, Guo H, Xia X, Liu Y, Qiu S, Lin T, He W, Jin L, Cheng J, Hao L, Liu W, Hu H. Paeoniflorin alleviated STZ-induced diabetic retinopathy via regulation of the PDI/ADAM17/MerTK pathway. Int Immunopharmacol 2025; 155:114571. [PMID: 40209310 DOI: 10.1016/j.intimp.2025.114571] [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: 12/16/2024] [Revised: 02/11/2025] [Accepted: 03/26/2025] [Indexed: 04/12/2025]
Abstract
BACKGROUND Diabetic retinopathy (DR) is a severe microvascular complication of diabetes and a leading cause of vision impairment in diabetic patients. The accumulation of apoptotic cells and inflammation are key pathological mechanisms in DR. The Mer tyrosine kinase (MerTK) receptor plays a critical role in maintaining retinal homeostasis. Proteolytic cleavage of MerTK by disintegrin and metalloproteinase-17 (ADAM17) disrupts MerTK-dependent clearance of apoptotic cells and diminishes its anti-inflammatory effects. Therefore, reducing the cleavage activity ADAM17's and promoting MerTK-dependent anti-inflammatory effects may represent potent strategy to alleviate DR. METHODS The DR mouse model was established using streptozotocin (STZ), and a high-glucose (HG)-induced in vitro model was developed using human retinal pigment epithelial (ARPE-19) cells. Relevant signaling molecules were analyzed through western blotting and immunohistochemistry. RESULTS Hyperglycemia promoted the accumulation of apoptotic cells and disrupted retinal microvascular growth. In both vivo and vitro model, MerTK expression was significantly reduced, while ADAM17 phosphorylation levels were markedly increased. In STZ-treated mice, protein disulfide isomerase (PDI) secretion initially rose but subsequently declined, whereas PDI secretion decreased under HG conditions. We then utilized paeoniflorin to increase the expression of this endogenous inhibitor of ADAM17. Results showed that paeoniflorin upregulated PDI production, suppressed ADAM17 expression, and enhanced MerTK phosphorylation in the eye tissues of STZ-induced mice. Additionally, paeoniflorin elevated the expression of suppressor of cytokine signaling 3 (SOCS3) and decreased the level of matrix metalloproteinase 9 (MMP9) both in vivo and in vitro. CONCLUSION Paeoniflorin may alleviate diabetic retinopathy by suppressing inflammation through modulation of the PDI/ADAM17/MerTK signaling pathway.
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Affiliation(s)
- Xiuting Qi
- Department of Pharmacology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, Jiangsu 211100, China
| | - Haiyue Guo
- Department of Pharmacology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, Jiangsu 211100, China
| | - Xinyue Xia
- The First Clinical College, Nanjing Medical University, Nanjing 211166, China
| | - Yanmei Liu
- The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Jiangsu 224005, China
| | - Shenghui Qiu
- Department of Pharmacology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, Jiangsu 211100, China
| | - Tongtong Lin
- State Key Laboratory on Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligence Manufacture, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China
| | - Wenqi He
- Department of Pharmacology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, Jiangsu 211100, China
| | - Lai Jin
- Department of Pharmacology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, Jiangsu 211100, China
| | - Jing Cheng
- Department of Gastroenterology, Lianyungang Municipal Oriental Hospital, Lianyungang, Jiangsu, China; Department of Gastroenterology,Shanghai General Hospial of Nanjing Medical University, Shanghai, China
| | - Lanxiang Hao
- The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Jiangsu 224005, China.
| | - Wentao Liu
- Department of Pharmacology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, Jiangsu 211100, China.
| | - Haitao Hu
- The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Jiangsu 224005, China.
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16
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Vaughan M, Denmead P, Tay N, Rajendram R, Michaelides M, Patterson E. How early can we detect diabetic retinopathy? A narrative review of imaging tools for structural assessment of the retina. Graefes Arch Clin Exp Ophthalmol 2025:10.1007/s00417-025-06828-3. [PMID: 40379804 DOI: 10.1007/s00417-025-06828-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 01/31/2025] [Accepted: 04/08/2025] [Indexed: 05/19/2025] Open
Abstract
Despite current screening models, enhanced imaging modalities, and treatment regimens, diabetic retinopathy (DR) remains one of the leading causes of vision loss in working age adults. DR can result in irreversible structural and functional retinal damage, leading to visual impairment and reduced quality of life. Given potentially irreversible photoreceptor damage, diagnosis and treatment at the earliest stages will provide the best opportunity to avoid visual disturbances or retinopathy progression. We will review herein the current structural imaging methods used for DR assessment and their capability of detecting DR in the first stages of disease. Imaging tools, such as fundus photography, optical coherence tomography, fundus fluorescein angiography, optical coherence tomography angiography and adaptive optics-assisted imaging will be reviewed. Finally, we describe the future of DR screening programmes and the introduction of artificial intelligence as an innovative approach to detecting subtle changes in the diabetic retina. CLINICAL TRIAL REGISTRATION NUMBER: N/A.
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Affiliation(s)
- Megan Vaughan
- UCL Institute of Ophthalmology, University College London, London, UK.
- Moorfields Eye Hospital NHS Foundation Trust, London, UK.
- UCL Medical School, University College London, London, UK.
| | - Philip Denmead
- UCL Institute of Ophthalmology, University College London, London, UK
| | - Nicole Tay
- UCL Institute of Ophthalmology, University College London, London, UK
- UCL Medical School, University College London, London, UK
| | - Ranjan Rajendram
- UCL Institute of Ophthalmology, University College London, London, UK
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Michel Michaelides
- UCL Institute of Ophthalmology, University College London, London, UK
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Emily Patterson
- UCL Institute of Ophthalmology, University College London, London, UK
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
- Occuity, Reading, London, UK
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17
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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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18
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Yin C, Zhang S, Guo D, Qin J, Lou H, Zhang G. Diagnostic value of choroidal vascular density in predicting the progression of diabetic retinopathy. Sci Rep 2025; 15:15671. [PMID: 40325093 PMCID: PMC12053639 DOI: 10.1038/s41598-025-00528-y] [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: 02/15/2025] [Accepted: 04/29/2025] [Indexed: 05/07/2025] Open
Abstract
By utilizing widefield swept-source optical coherence tomography angiography (WSS-OCTA) to quantify choroidal vascular density (VD) in order to identify early fundus changes in diabetic patients and to predict the progression of diabetic retinopathy (DR). A total of 101 eyes, including patients with type 2 diabetes mellitus and controls, were included in the cross-sectional study. Diabetic patients were stratified into three groups based on disease severity: non-DR (NDR), nonproliferative DR (NPDR), and proliferative DR (PDR). Fundus images obtained through WSS-OCTA were segmented into nine 2 mm × 2 mm regions centered on the macula: supratemporal (ST), superior (S), supranasal (SN), temporal (T), central macular area (C), nasal (N), inferotemporal (IT), inferior (I), and inferonasal (IN). Changes in choroidal VD in the choriocapillaris (CC) and mid-large choroidal vasculature (MLCV) layers were evaluated in each region among patients with DR. Additionally, the diagnostic value of choroidal VD in distinguishing different stages of DR was assessed using the area under the receiver operating characteristic (ROC) curve. In comparison to the NDR group, the VD of MLCV (S) was found to decrease significantly in the NPDR group. Furthermore, the VD of CC (S) was significantly lower in the PDR group compared to the NPDR group. The VD of MLCV (IN) demonstrated potential in distinguishing between healthy eyes and those with NDR. Additionally, the VD of CC (SN) and MLCV (S, SN, C, I) showed relatively high area under the curve (AUC) values in discriminating between NDR and NPDR. Lastly, the VD of CC (S) exhibited good diagnostic accuracy in distinguishing between NPDR and PDR patients. As DR advances, MLCV and CC are sequentially compromised to varying degrees. In clinical diagnosis, the VD of the IN region in the MLCV layer serves as a more sensitive early imaging biomarker for detecting preclinical DR, while a decrease in the VD of the S region in the CC layer indicates the onset of PDR.
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Affiliation(s)
- Chuanjie Yin
- Department of Ophthalmology, Qingdao Eighth People's Hospital, Shandong Second Medical University, Qingdao, 266100, Shandong Province, China
| | - Shanshan Zhang
- Department of Ophthalmology, Qingdao Eighth People's Hospital, Shandong Second Medical University, Qingdao, 266100, Shandong Province, China
| | - Dong Guo
- Department of Ophthalmology, Weifang Aier Eye Hospital, Weifang, 261000, Shandong Province, China
| | - Jianmin Qin
- Department of Ophthalmology, Qingdao Eighth People's Hospital, Shandong Second Medical University, Qingdao, 266100, Shandong Province, China
| | - Huadong Lou
- Department of Ophthalmology, Qingdao Eighth People's Hospital, Shandong Second Medical University, Qingdao, 266100, Shandong Province, China.
| | - Guowen Zhang
- Department of Ophthalmology, Qingdao Eighth People's Hospital, Shandong Second Medical University, Qingdao, 266100, Shandong Province, China
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19
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Bairagi RD, Reon RR, Hasan MM, Sarker S, Debnath D, Rahman MT, Rahman S, Islam MA, Siddique MAT, Bokshi B, Rahman MM, Acharzo AK. Ocular drug delivery systems based on nanotechnology: a comprehensive review for the treatment of eye diseases. DISCOVER NANO 2025; 20:75. [PMID: 40317427 PMCID: PMC12049359 DOI: 10.1186/s11671-025-04234-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Accepted: 03/07/2025] [Indexed: 05/07/2025]
Abstract
Ocular drug delivery is a significant challenge due to the intricate anatomy of the eye and the various physiological barriers. Conventional therapeutic approaches, while effective to some extent, often fall short in effectively targeting ocular diseases, resulting in suboptimal therapeutic outcomes due to factors such as poor ocular bioavailability, frequent dosing requirements, systemic side effects, and limited penetration through ocular barriers. This review elucidates the eye's intricate anatomy and physiology, prevalent ocular diseases, traditional therapeutic modalities, and the inherent pharmacokinetic and pharmacodynamic limitations associated with these modalities. Subsequently, it delves into nanotechnology-based solutions, presenting breakthroughs in nanoformulations such as nanocrystals, liposomes, dendrimers, and nanoemulsions that have demonstrated enhanced drug stability, controlled release, and deeper ocular penetration. Additionally, it explores a range of nanosized carriers, including nano-structured lipid carriers, hydrogels, nanogels, nanoenzymes, microparticles, conjugates, exosomes, nanosuspensions, viral vectors, and polymeric nanoparticles, and their applications. Unique insights include emerging innovations such as nanowafers and transcorneal iontophoresis, which indicate paradigm shifts in non-invasive ocular drug delivery. Furthermore, it sheds light on the advantages and limitations of these nanotechnology-based platforms in addressing the challenges of ocular drug delivery. Though nano-based drug delivery systems are drawing increasing attention due to their potential to enhance bioavailability and therapeutic efficacy, the review ends up emphasizing the imperative need for further research to drive innovation and improve patient outcomes in ophthalmology.
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Affiliation(s)
- Rahul Dev Bairagi
- Pharmacy Discipline, School of Life Sciences, Khulna University, Khulna, 9208, Bangladesh
| | - Raiyan Rahman Reon
- Pharmacy Discipline, School of Life Sciences, Khulna University, Khulna, 9208, Bangladesh
| | - Md Mahbub Hasan
- Department of Biomedical Engineering, Khulna University of Engineering and Technology (KUET), Khulna, 9203, Bangladesh
| | - Sumit Sarker
- Department of Biomedical Engineering, Indian Institute of Technology Ropar, Bara Phool, Punjab, 140001, India
| | - Dipa Debnath
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology BHU, Varanasi, Uttar Pradesh, 221005, India
| | - Md Tawhidur Rahman
- Department of Pharmacy, Northern University of Bangladesh, Dhaka, 1230, Bangladesh
| | - Sinthia Rahman
- Department of Chemistry, University of Wyoming, Laramie, WY, USA
| | - Md Amirul Islam
- Pharmacy Discipline, School of Life Sciences, Khulna University, Khulna, 9208, Bangladesh
- Department of Pharmacy, East West University, Dhaka, 1212, Bangladesh
| | - Md Abu Talha Siddique
- Department of Pharmaceutics, College of Pharmacy, University of Florida, Gainesville, FL, 32610, USA
| | - Bishwajit Bokshi
- Pharmacy Discipline, School of Life Sciences, Khulna University, Khulna, 9208, Bangladesh
| | - Md Mustafizur Rahman
- Pharmacy Discipline, School of Life Sciences, Khulna University, Khulna, 9208, Bangladesh
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20
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Li B, Yim MM, Jin YX, Tao BK, Xie JS, Balas M, Khan H, Lam WC, Yan P, Navajas EV. Circulating Cell-Free DNA as an Epigenetic Biomarker for Early Diabetic Retinopathy: A Narrative Review. Diagnostics (Basel) 2025; 15:1161. [PMID: 40361979 PMCID: PMC12071738 DOI: 10.3390/diagnostics15091161] [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: 04/02/2025] [Revised: 04/27/2025] [Accepted: 04/30/2025] [Indexed: 05/15/2025] Open
Abstract
Diabetic retinopathy (DR), a complication of type 2 diabetes mellitus (T2DM), is typically asymptomatic in its early stages. Diagnosis typically relies on routine fundoscopy for the clinical detection of microvascular abnormalities. However, permanent retinal damage may occur well before clinical signs are appreciable. In the early stages of DR, the retina undergoes distinct epigenetic changes, including DNA methylation and histone modifications. Recent evidence supports unique epigenetic 'signatures' in patients with DR compared to non-diabetic controls. These DNA 'signature' sequences may be specific to the retina and may circulate in peripheral blood in the form of cell-free DNA (cfDNA). In this review, we explore the literature and clinical application of cfDNA sampling as an early, non-invasive, accessible assessment tool for early DR detection. First, we summarize the known epigenetic signatures of DR. Next, we review current sequencing technologies used for cfDNA detection, such as magnetic bead-based enrichment, next-generation sequencing, and bisulfite sequencing. Finally, we outline the current research limitations and emerging areas of study which aim to improve the clinical utility of cfDNA for DR evaluation.
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Affiliation(s)
- Boaz Li
- Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (B.L.); (M.M.Y.); (Y.X.J.)
| | - Megan M. Yim
- Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (B.L.); (M.M.Y.); (Y.X.J.)
| | - Yu Xuan Jin
- Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (B.L.); (M.M.Y.); (Y.X.J.)
| | - Brendan K. Tao
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON M5S 2L9, Canada (P.Y.)
| | - Jim S. Xie
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON M5S 2L9, Canada (P.Y.)
| | - Michael Balas
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON M5S 2L9, Canada (P.Y.)
| | - Haaris Khan
- Department of Ophthalmology and Visual Sciences, The University of British Columbia, Vancouver, BC V5Z 3N9, Canada; (H.K.)
| | - Wai-Ching Lam
- Department of Ophthalmology and Visual Sciences, The University of British Columbia, Vancouver, BC V5Z 3N9, Canada; (H.K.)
| | - Peng Yan
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON M5S 2L9, Canada (P.Y.)
| | - Eduardo V. Navajas
- Department of Ophthalmology and Visual Sciences, The University of British Columbia, Vancouver, BC V5Z 3N9, Canada; (H.K.)
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21
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Magrath G, Luvisi J, Russakoff D, Oakley J, Say EA, Blice J, Jayagopal A, Tucker S, Loayza A, Baker GH, Obeid JS. Use of a Convolutional Neural Network to Predict the Response of Diabetic Macular Edema to Intravitreal Anti-VEGF Treatment: A Pilot Study. Am J Ophthalmol 2025; 273:176-181. [PMID: 39986639 DOI: 10.1016/j.ajo.2025.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 02/11/2025] [Accepted: 02/11/2025] [Indexed: 02/24/2025]
Abstract
PURPOSE To utilize a convolutional neural network (CNN) to predict the response of treatment-naïve diabetic macular edema (DME) to a single injection of anti-vascular endothelial growth factor (anti-VEGF) with data from optical coherence tomography (OCT). DESIGN Retrospective study performed via chart review. METHODS Setting: This was a single-center study performed at the Storm Eye Institute, Medical University of South Carolina. PATIENT POPULATION Patients with a new diagnosis of DME who underwent intravitreal (IVT) anti-VEGF injections were eligible for inclusion, provided they had a baseline OCT scan at the time of diagnosis and a 1-month follow-up OCT scan after the first anti-VEGF injection. Exclusion criteria included prior treatment with anti-VEGF, lack of required OCT scans, coexistent macular degeneration, and macular edema due to other retinal diseases. Seventy-three (73) eyes from 53 patients were included. INTERVENTION The OCT scan from the baseline visit was compared to the follow-up OCT scan approximately 1 month after the first anti-VEGF injection to determine change in central subfield thickness (delta CST). The delta CST was fed into the CNN as a label to train the system to predict treatment response from only the baseline OCT scan. MAIN OUTCOME MEASURE CNN prediction of treatment response to anti-VEGF. Treatment response was defined as a CST reduction of 10 µm or more. RESULTS Based on delta CST from 2 OCT scans, 57 eyes were responders and 16 eyes were non-responders to the initial anti-VEGF injection. Analyzing only the baseline OCT scan for each eye, the trained CNN demonstrated an area under the curve (AUC) of 0.81. At the reported operating point, the CNN correctly identified 45 of the 57 responder eyes (i.e., recall of 78.9%) and 11 of the 16 non-responder eyes (i.e., specificity of 68.8%). CONCLUSIONS The results of this study demonstrate the potential of a CNN to predict the response of treatment-naïve DME to a single injection of anti-VEGF therapy. NOTE: Publication of this article is sponsored by the American Ophthalmological Society.
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Affiliation(s)
- George Magrath
- From the Department of Ophthalmology (G.M., J.L., E.S., J.B., A.L.), Storm Eye Institute, Medical University of South Carolina, Charleston, South Carolina; Opus Genetics (G.M., A.J., S.T.), Durham, North Carolina.
| | - Joseph Luvisi
- From the Department of Ophthalmology (G.M., J.L., E.S., J.B., A.L.), Storm Eye Institute, Medical University of South Carolina, Charleston, South Carolina
| | | | | | - Emil Anthony Say
- From the Department of Ophthalmology (G.M., J.L., E.S., J.B., A.L.), Storm Eye Institute, Medical University of South Carolina, Charleston, South Carolina
| | - Jeffrey Blice
- From the Department of Ophthalmology (G.M., J.L., E.S., J.B., A.L.), Storm Eye Institute, Medical University of South Carolina, Charleston, South Carolina
| | | | - Sally Tucker
- Emblem Consultancy Limited (S.T.), Harpenden, United Kingdom
| | - Alex Loayza
- From the Department of Ophthalmology (G.M., J.L., E.S., J.B., A.L.), Storm Eye Institute, Medical University of South Carolina, Charleston, South Carolina
| | - George Hamilton Baker
- Department of Pediatrics (G.H.B.), Medical University of South Carolina, Charleston, South Carolina
| | - Jihad S Obeid
- Department of Public Health Sciences (J.O.), Medical University of South Carolina, Charleston, South Carolina
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22
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Wagle SR, Kovacevic B, Sen LY, Diress M, Foster T, Ionescu CM, Lim P, Brunet A, James R, Carvalho L, Mooranian A, Al-Salami H. Revolutionizing drug delivery strategies with probucol to combat oxidative stress in retinal degeneration: A comprehensive review. Eur J Pharm Biopharm 2025; 210:114695. [PMID: 40089074 DOI: 10.1016/j.ejpb.2025.114695] [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: 12/03/2024] [Revised: 03/05/2025] [Accepted: 03/12/2025] [Indexed: 03/17/2025]
Abstract
Localized oxidative stress plays a key role in the development of retinal degenerative diseases, with diabetic retinopathy (DR) being one of them, contributing significantly to this vision-threatening complication of diabetes. Increased oxidative burden leads to dysfunction across various retinal cell types, including vascular endothelial cells, neurons, glial cells and pericytes. Importantly, even after achieving normalized glycemia, the detrimental effects of oxidative stress persist. Nonetheless, growing data highlights the therapeutic potential of antioxidants in safeguarding vision. However, extensive clinical trials using traditional antioxidants have produced mixed results. Therefore, probucol, known for its ability to limit vascular oxidative stress, decrease superoxide generation, and improve endogenous antioxidant activity, is a promising candidate explored in this review. In addition to describing probucol, this review will explore novel therapeutic formulation strategies by incorporating bile acid into probucol-loaded nanoparticles to enhance drug delivery to the posterior segment of the eye for more effective management of DR. The integration of bio-nanotechnology with probucol and bile acids represents a promising avenue for developing effective therapies for DR, addressing the limitations of traditional antioxidant treatments.
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Affiliation(s)
- Susbin Raj Wagle
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia
| | - Bozica Kovacevic
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia
| | - Le Yang Sen
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia
| | - Mengistie Diress
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia; Department of Human Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Thomas Foster
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia
| | - Corina Mihaela Ionescu
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia
| | - Patrick Lim
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia
| | - Alicia Brunet
- Centre for Ophthalmology and Visual Science (incorporating the Lions Eye Institute), the University of Western Australia, Perth, Western Australia, Australia
| | - Rebekah James
- Centre for Ophthalmology and Visual Science (incorporating the Lions Eye Institute), the University of Western Australia, Perth, Western Australia, Australia
| | - Livia Carvalho
- Centre for Ophthalmology and Visual Science (incorporating the Lions Eye Institute), the University of Western Australia, Perth, Western Australia, Australia; Department of Optometry and Vision Sciences, University of Melbourne, Melbourne, Victoria, Australia
| | - Armin Mooranian
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia; School of Pharmacy, University of Otago, Dunedin, Otago, New Zealand.
| | - Hani Al-Salami
- The Biotechnology and Drug Development Research Laboratory, Curtin Medical Research Institute, Curtin University, Bentley 6102, Perth, Western Australia, Australia; Medical School, University of Western Australia, Perth, Western Australia, Australia.
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23
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Pan WW, Wubben TJ, Zacks DN. Promising therapeutic targets for neuroprotection in retinal disease. Curr Opin Ophthalmol 2025; 36:247-252. [PMID: 39927457 DOI: 10.1097/icu.0000000000001123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2025]
Abstract
PURPOSE OF REVIEW Neurodegeneration is a common endpoint of various blinding retinal diseases. Yet, despite exciting advances in disease treatment, there continues to exist a critical need for the development of neuroprotective strategies to prevent retinal cell death. Here, we summarize the recent advances in neuroprotective strategies. RECENT FINDINGS From laboratory deciphering of the mechanisms involved in disease, many novel neuroprotective strategies have emerged and are currently under investigation for the treatment of various retinal and ocular diseases such as inherited retinal degeneration, retinal detachment, diabetic retinopathy, age-related macular degeneration, macular telangiectasia type 2, and glaucoma. These strategies include gene therapies, Fas inhibition, and targeting inflammatory, metabolic and reduction-oxidation abnormalities. Interestingly, investigation of several treatments across different diseases suggests shared neuroprotection mechanisms that can be targeted regardless of the particular disease. SUMMARY Retinal neuroprotection can improve treatment of different retinal diseases. Fortunately, the current landscape, with a plethora of novel neuroprotective therapies, portends a better future for patients.
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Affiliation(s)
- Warren W Pan
- Department of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan, Ann Arbor, Michigan, USA
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24
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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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25
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Casazza M, Bolz M, Huemer J. Telemedicine in ophthalmology. Wien Med Wochenschr 2025; 175:153-161. [PMID: 40227513 DOI: 10.1007/s10354-025-01081-z] [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: 09/04/2024] [Accepted: 02/20/2025] [Indexed: 04/15/2025]
Abstract
Since its beginnings in the 1970s, telemedicine has advanced extensively. Telemedicine is now more accessible and powerful than ever thanks to developments in medical imaging, Internet accessibility, advancements in telecommunications infrastructure, exponential growth in computing power, and related computer-aided diagnoses. This is especially true in the field of ophthalmology. With the COVID 19 pandemic serving as a catalyst for the widespread adoption and acceptance of teleophthalmology, new models of healthcare provision integrating telemedicine are needed to meet the challenges of the modern world. The demand for ophthalmic services is growing globally due to population growth, aging, and a shortage of ophthalmologists. In this review, we discuss the development and use of telemedicine in the field of ophthalmology and shed light on the benefits and drawbacks of teleophthalmology.
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Affiliation(s)
- Marina Casazza
- Department of Ophthalmology and Optometry, Kepler University Hospital, Johannes Kepler University, Linz, Austria
| | - Matthias Bolz
- Department of Ophthalmology and Optometry, Kepler University Hospital, Johannes Kepler University, Linz, Austria
| | - Josef Huemer
- Department of Ophthalmology and Optometry, Kepler University Hospital, Johannes Kepler University, Linz, Austria.
- Moorfields Eye Hospital NHS Foundation Trust, London, UK.
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26
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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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27
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Alharbi AM, Halperin IJ, Shah BR. Low uptake of screening for retinopathy during pregnancy with pre-existing diabetes: A population-based cohort study. Diabetes Res Clin Pract 2025; 223:112144. [PMID: 40154888 DOI: 10.1016/j.diabres.2025.112144] [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: 01/31/2025] [Revised: 03/21/2025] [Accepted: 03/25/2025] [Indexed: 04/01/2025]
Abstract
AIMS To determine the frequency of eye screening during pregnancy for people with pre-existing diabetes, and to examine what factors were associated with screening. METHODS Using linked real-world population-level data in Ontario, Canada, we identified all livebirths to people with pre-existing diabetes between April 2015 and March 2020, and determined the proportion who had an eye screening examination during pregnancy. The associations between screening uptake and a variety of sociodemographic, clinical and health service variables were examined. RESULTS Of 6,708 pregnancies among people with pre-existing diabetes, 1,256 (18.7 %) had an eye screening examination within the first trimester and 3,045 (45.4 %) had eye screening at any time during pregnancy. The highest eye screening rates were seen among those with prior retinopathy treatment, with longer diabetes duration, and on the insulin pump program. People who received care from an endocrinologist in the first 180 days of pregnancy were far more likely to have an eye examination. CONCLUSIONS Uptake of eye screening in the first trimester among people with pre-existing diabetes was extremely low, despite the risk of worsening and sight-threatening retinopathy during pregnancy. Even by the end of pregnancy, fewer than one-half of patients had received eye screening.
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Affiliation(s)
- Abdulrahman M Alharbi
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Internal Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ilana J Halperin
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Baiju R Shah
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada.
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28
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Jansook P, Sigurdsson HH, Loftsson T. A look to the future: cyclodextrins and cyclodextrin-based drug delivery to the retina. Expert Opin Drug Deliv 2025; 22:693-710. [PMID: 40105773 DOI: 10.1080/17425247.2025.2482049] [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: 12/15/2024] [Revised: 03/06/2025] [Accepted: 03/17/2025] [Indexed: 03/20/2025]
Abstract
INTRODUCTION Retinal diseases are a leading cause of vision loss, affecting millions of people worldwide. Current treatment options are based on invasive methods such as intravitreal injections. Therefore, there is a need for alternative therapeutic strategies that are both effective and more patient-friendly. AREAS COVERED Topical drug delivery has gained attention as a preferred noninvasive approach, although it is hindered by several ocular barriers. Cyclodextrin (CD)-based nanoparticles have emerged as a promising strategy to overcome these limitations by enhancing drug permeability in the posterior segment of the eye. This review discusses the potential of CDs as enabling pharmaceutical excipients, their role in improving ocular drug bioavailability, and provides examples of CD-based eye drop formulations currently under development or undergoing clinical trials. Also, the role of CDs as active pharmaceutical agents in ophthalmology is discussed. EXPERT OPINION CD-based nanoparticle eye drops present a promising solution and have shown clinical success. CDs are approved pharmaceutical excipients for eye drop formulations and can act as active pharmaceutical ingredients for the treatment of inherent retinal diseases. Future innovations in hybrid CD-based delivery systems and integration of novel therapeutic compounds could provide more efficient and targeted treatment options for retinal diseases.
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Affiliation(s)
- Phatsawee Jansook
- Faculty of Pharmaceutical Sciences, Chulalongkorn University, Pathumwan, Bangkok, Thailand
- Cyclodextrin Application and Nanotechnology-Based Delivery Systems Research Unit, Chulalongkorn University, Pathumwan, Bangkok, Thailand
| | - Hákon H Sigurdsson
- Faculty of Pharmaceutical Sciences, University of Iceland, Reykjavik, Iceland
| | - Thorsteinn Loftsson
- Faculty of Pharmaceutical Sciences, University of Iceland, Reykjavik, Iceland
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29
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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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Ciapponi A, Ballivian J, Gentile C, Mejia JR, Ruiz-Baena J, Bardach A. Diagnostic utility of artificial intelligence software through non-mydriatic digital retinography in the screening of diabetic retinopathy: an overview of reviews. Eye (Lond) 2025:10.1038/s41433-025-03809-y. [PMID: 40301668 DOI: 10.1038/s41433-025-03809-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 04/07/2025] [Accepted: 04/08/2025] [Indexed: 05/01/2025] Open
Abstract
OBJECTIVE To evaluate the capability of artificial intelligence (AI) in screening for diabetic retinopathy (DR) utilizing digital retinography captured by non-mydriatic (NM) ≥45° cameras, focusing on diagnosis accuracy, effectiveness, and clinical safety. METHODS We performed an overview of systematic reviews (SRs) up to May 2023 in Medline, Embase, CINAHL, and Web of Science. We used AMSTAR-2 tool to assess the reliability of each SR. We reported meta-analysis estimates or ranges of diagnostic performance figures. RESULTS Out of 1336 records, ten SRs were selected, most deemed low or critically low quality. Eight primary studies were included in at least five of the ten SRs and 125 in less than five SRs. No SR reported efficacy, effectiveness, or safety outcomes. The sensitivity and specificity for referable DR were 68-100% and 20-100%, respectively, with an AUROC range of 88 to 99%. For detecting DR at any stage, sensitivity was 79-100%, and specificity was 50-100%, with an AUROC range of 93 to 98%. CONCLUSIONS AI demonstrates strong diagnostic potential for DR screening using NM cameras, with adequate sensitivity but variable specificity. While AI is increasingly integrated into routine practice, this overview highlights significant heterogeneity in AI models and the cameras used. Additionally, our study enlightens the low quality of existing systematic reviews and the significant challenge of integrating the rapidly growing volume of emerging evidence in this field. Policymakers should carefully evaluate AI tools in specific contexts, and future research must generate updated high-quality evidence to optimize their application and improve patient outcomes.
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Affiliation(s)
- Agustín Ciapponi
- Instituto de Efectividad Clínica y Sanitaria (IECS), Buenos Aires, Argentina.
| | - Jamile Ballivian
- Instituto de Efectividad Clínica y Sanitaria (IECS), Buenos Aires, Argentina
| | - Carolina Gentile
- Hospital Italiano de Buenos Aires, Servicio de Oftalmología, Buenos Aires, Argentina
| | - Jhonatan R Mejia
- Instituto de Efectividad Clínica y Sanitaria (IECS), Buenos Aires, Argentina
| | - Jessica Ruiz-Baena
- Àrea d'Avaluació i Qualitat, Agència de Qualitat i Avaluació Sanitàries de Catalunya (AQuAS), Catalunya, España
| | - Ariel Bardach
- Instituto de Efectividad Clínica y Sanitaria (IECS), Buenos Aires, Argentina
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Ates Hicks K, Zhou Y, Talati J, Saigal K, Kalish J, Shah S, Iyer S, Jeang L. Corneal Epithelial Defects in Diabetic Patients Following Pars Plana Vitrectomy. J Ophthalmol 2025; 2025:8873950. [PMID: 40313465 PMCID: PMC12045667 DOI: 10.1155/joph/8873950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Accepted: 04/02/2025] [Indexed: 05/03/2025] Open
Abstract
Diabetes mellitus is a known risk factor for corneal epithelial defects (CEDs) after pars plana vitrectomy (PPV), but it is unclear if diabetes severity or specific diabetic risk factors are associated with an increased risk of CED. The purpose of this retrospective cohort study was to identify factors associated with CED and healing time in association with diabetes severity in diabetic patients following PPV. The electronic health record database at University of Florida in Gainesville was queried to identify patients who underwent PPV for retinal detachment (RD) between April 2016 and April 2022. Patient charts were reviewed for clinical data including type of diabetes (if present), diabetes duration and severity, and associated diabetic comorbidities. The main outcome measures included presence of a CED within one month postoperatively, treatment of CED if present, and CED healing time. A total of 637 patients were analyzed, with a total of 243 eyes (26.5%) that belonged to diabetic patients. The diabetic patients were further separated into a proliferative diabetic retinopathy (PDR) group and a nonproliferative diabetic retinopathy (NPDR) group. Diabetes was associated with the development of an initial CED (p=0.040), consistent with existing literature. There was not a significant difference in CED risk when comparing NPDR and PDR patients, although PDR patients tended to have more severe long-term outcomes with persistent corneal epithelial defects (PCEDs). This suggests that PDR patients may still require closer monitoring and earlier intervention for postoperative CED following PPV, as compared to the NPDR patient population.
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Affiliation(s)
- Kristin Ates Hicks
- Department of Ophthalmology, University of Florida, Gainesville, Florida, USA
| | - Yujia Zhou
- Department of Ophthalmology, University of Florida, Gainesville, Florida, USA
| | - Jay Talati
- College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Khushi Saigal
- College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Joshua Kalish
- Department of Ophthalmology, University of Florida, Gainesville, Florida, USA
| | - Shivani Shah
- College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Siva Iyer
- Department of Ophthalmology, University of Florida, Gainesville, Florida, USA
- Vitreoretinal Associates, Gainesville, Florida, USA
| | - Lauren Jeang
- Department of Ophthalmology, University of Florida, Gainesville, Florida, USA
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Chen X, Fu Y, Si H, Li W, Yang W, Xiao W. Dietary iron intake is nonlinearly associated with the risk of diabetic retinopathy in adults with type 2 diabetes. BMC Endocr Disord 2025; 25:102. [PMID: 40251518 PMCID: PMC12007315 DOI: 10.1186/s12902-025-01926-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Accepted: 04/08/2025] [Indexed: 04/20/2025] Open
Abstract
OBJECTIVE To elucidate the association between dietary iron intake and diabetic retinopathy (DR) in type 2 diabetes (T2D) patients. METHODS Participants from the National Health and Nutrition Examination Survey (NHANES) 2005-2008 aged over 40 years with T2D were included. Dietary iron intake was estimated from standardised questionnaires. The presence of DR and vision-threatening DR (VTDR) was determined through retinal imaging. We used logistic regression to assess the relationship between iron intake and DR, and restricted cubic splines to reveal nonlinear links. RESULTS The study enrolled 1172 T2D adults. We found significant nonlinear associations between dietary iron intake and DR among females (P = 0.023), but not in males (P = 0.490). Compared with the lowest quartile of iron intake, the third quartile (13.2-18.1 mg/d) yielded significantly lower odds of developing DR (odds ratio [OR], 0.59; 95% CI, 0.39-0.90) and VTDR (OR, 0.42; 95% CI, 0.19-0.94). Stratified logistic analyses showed that medium-high iron intake was associated with lower risks of DR in females (OR, 0.44; 95% CI, 0.24-0.81), non-Hispanic Blacks (OR, 0.38; 95% CI, 0.17-0.85), and individuals with obesity (OR, 0.45; 95% CI, 0.25-0.82), high HbA1c (OR, 0.56; 95% CI, 0.34-0.93), long diabetes duration (OR, 0.40; 95% CI, 0.21-0.76) or low blood haemoglobin (OR, 0.17; 95% CI, 0.05-0.60). CONCLUSION Dietary iron intake was nonlinearly negatively associated with the prevalence of DR and VTDR, showing protective effect against retinopathy of medium-high iron intake in T2D patients. Such associations significantly vary by multiple factors such as age, ethnicity, obesity and glycaemic control.
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Affiliation(s)
- Xiaoyun Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Centre for Ocular Diseases, Sun Yat- Sen University, Guangzhou, China.
| | - Yihang Fu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Centre for Ocular Diseases, Sun Yat- Sen University, Guangzhou, China
| | - Hongyu Si
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Centre for Ocular Diseases, Sun Yat- Sen University, Guangzhou, China
| | - Wenfei Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Centre for Ocular Diseases, Sun Yat- Sen University, Guangzhou, China
| | - Weimin Yang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Centre for Ocular Diseases, Sun Yat- Sen University, Guangzhou, China
| | - Wei Xiao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Centre for Ocular Diseases, Sun Yat- Sen University, Guangzhou, China.
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Yin W, Ye Y, Du R, Wang S, Zhu H, Guo Y, Sun S, He H, Zhang D, Wang X, Li M, Wu Y, Zhang C. Association of hemoglobin with decreased prevalence of diabetic retinopathy among Tibetan male patients. Sci Rep 2025; 15:13315. [PMID: 40246958 PMCID: PMC12006545 DOI: 10.1038/s41598-025-97061-9] [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: 10/03/2024] [Accepted: 04/02/2025] [Indexed: 04/19/2025] Open
Abstract
INTRODUCTION It has been reported that hemoglobin (Hb) levels are negatively associated with the prevalence of diabetic retinopathy (DR). This study aims to investigate the relationship between Hb levels and DR prevalence among highlanders, who exhibit elevated Hb levels as an adaptive response to hypoxia. METHODS This cross-sectional, hospital-based study utilized data from 645 Tibetan male patients with type 2 diabetes (T2D) between 2018 and 2020. Patients were divided into two groups based on Hb level (group 1: 12.0 ≤ Hb < 16.0 g/dL; group 2: Hb ≥ 16.0 g/dL). DR was diagnosed based on fundus photographs and fundus fluorescein angiography. RESULTS Among the study participants, 140 were diagnosed with DR. An inverse relationship was observed between Hb levels and the prevalence of DR. Each 1.0-g/dL increase in Hb concentration was associated with an 18% reduction in the prevalence of DR (95% confidence interval [CI]: 0.71-0.95). Multiple logistic regression analysis confirmed that patients with higher Hb levels had an adds ratio of 0.48 (95% CI, 0.29-0.79) for DR after adjusting for confounders, compared to those with lower Hb levels. CONCLUSIONS Our findings indicate that the inverse relationship between Hb levels and DR prevalence observed in lowland populations is also applicable to high-altitude individuals.
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Affiliation(s)
- Weijing Yin
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Yan Ye
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Rong Du
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Suyuan Wang
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Huali Zhu
- Department of Ophthalmology, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, Chengdu, 610041, China
| | - Yanhong Guo
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Shuyao Sun
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Hua He
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Dan Zhang
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Xi Wang
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Mingxia Li
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Yunhong Wu
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China
| | - Chenghui Zhang
- Department of Endocrinology and Metabolism, Hospital of Chengdu Office of People's Government of Tibetan Autonomous Region, No. 20 Ximianqiao Street, Chengdu, 610041, China.
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Xu L, Lin X, Li T, Wen J, Chen G. Association between prognostic nutritional index and diabetic retinopathy among U.S. diabetic adults in NHANES. Sci Rep 2025; 15:12986. [PMID: 40234618 PMCID: PMC12000458 DOI: 10.1038/s41598-025-96582-7] [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: 01/15/2025] [Accepted: 03/31/2025] [Indexed: 04/17/2025] Open
Abstract
Diabetic retinopathy (DR) is characterized by progressive retinal vascular damage that ultimately causes vision loss. The prognostic nutritional index (PNI), which integrates albumin and lymphocytes, serves as an indicator of an individual's inflammatory response, nutritional condition, and immune system function. This research aimed to explore the possible association between PNI and DR. This was a cross-sectional study utilizing data from the National Health and Nutrition Examination Survey (NHANES) between 2001 and 2018. Weighted logistic regression analyses were employed to assess the relationship between PNI and DR prevalence. A total of 4791 adults aged 20 years and older were included in the analysis. Results indicated a statistically significant negative correlation between PNI and DR prevalence. In the fully adjusted model, a one-unit rise in PNI corresponded to a 7% reduction in the probability of DR prevalence. Quartile analysis consistently indicated that individuals in the highest PNI quartile had notably lower odds of DR prevalence compared to those in the lowest quartile. Additionally, smooth curve fitting suggested a nonlinear relationship between PNI and DR. Subgroup analysis reinforced the strength of the inverse association between PNI and DR (all p for interaction > 0.05). This nationally representative study demonstrated a significant inverse relationship between PNI levels and DR prevalence among diabetic adults in the United States. Our findings emphasize the potential role of maintaining optimal PNI values in preventing the development of DR.
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Affiliation(s)
- Lizhen Xu
- Department of Endocrinology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, China
| | - Xiling Lin
- Department of Endocrinology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, China
| | - Ting Li
- Department of Endocrinology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, China
| | - Junping Wen
- Department of Endocrinology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, China
| | - Gang Chen
- Department of Endocrinology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, China.
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Han N, Yu N, Yu L. Aberrant expression of TRIM44, transcriptionally regulated by KLF9, contributes to the process of diabetic retinopathy. J Transl Med 2025; 23:433. [PMID: 40217303 PMCID: PMC11992793 DOI: 10.1186/s12967-025-06436-z] [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: 12/18/2024] [Accepted: 03/27/2025] [Indexed: 04/14/2025] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is the common cause of diabetic vascular complications and it causes blindness. Until now, there are still some patients with DR who lack effective treatment. Tripartite motif containing 44 (TRIM44) has been shown to play a significant role in endothelial cells. However, the role of TRIM44 in DR remains unknown. METHODS Diabetes was induced in rats through the administration of an intraperitoneal injection of 65 mg/kg of streptozotocin (STZ). Rat retinal microvascular endothelial cells (RMECs) were subjected to stimulation under high glucose (HG) conditions. A thorough proteomic investigation and bioinformatic analysis were performed to identify the differentially expressed proteins (DEPs) in rat RMECs after blocking TRIM44. A dual luciferase reporter assay was employed to assess the luciferase activity of TRIM44. RESULTS TRIM44 was highly expressed in the retinal tissues of rats with diabetes and HG-induced RMECs. In vivo assays suggested that TRIM44 silencing improved the pathological alterations of DR rats as demonstrated by the downregulated expression of isolectin-B4 and VEGFA, along with a decrease in acellular capillaries within the retinal tissues. Knockdown of TRIM44 markedly reduced cell viability, proliferation, migration, invasion, and angiogenesis in HG-evoked RMECs. Mechanistically, TRIM44 was demonstrated to be activated transcriptionally by KLF transcription factor 9 (KLF9), a known facilitator of angiogenesis in DR. In HG-induced cells, the loss of TRIM44 resulted in the reverse of the endothelial cell function caused by KLF9 overexpression. After the comprehensive analysis, 64 upregulated and 38 downregulated DEPs were screened out for a series of functional enrichment analyses. CONCLUSIONS Collectively, this study demonstrates that TRIM44 knockdown suppressed diabetes-induced retinal vascular dysfunction in DR.
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Affiliation(s)
- Ning Han
- Department of Ophthalmology, The Second Hospital of Jilin University, No. 218, Ziqiang Street, Changchun, Jilin, China
| | - Na Yu
- Department of Blood Transfusion, The Second Hospital of Jilin University, Changchun, Jilin, China
| | - Li Yu
- Department of Ophthalmology, The Second Hospital of Jilin University, No. 218, Ziqiang Street, Changchun, Jilin, China.
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Liu J, Yu X, Chudhary M, Qi H, Zhang N, Zhong S, Zhao Q, Ren X, Kong H, Kong L. Correlations of Thioredoxin and Thioredoxin Interacting Protein with Type 2 Diabetes Mellitus Complicated with Diabetic Retinopathy. Curr Eye Res 2025:1-9. [PMID: 40207568 DOI: 10.1080/02713683.2025.2487069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 03/12/2025] [Accepted: 03/24/2025] [Indexed: 04/11/2025]
Abstract
PURPOSE To investigate the relationship between Thioredoxin (Trx), Thioredoxin interacting protein (Txnip), and the severity of diabetic retinopathy (DR). METHODS The study involved a total of 101 eyes, comprising of 31 healthy controls, 24 diabetic patients with no clinically detectable retinopathy (NDR group), 26 patients with non-proliferative DR (NPDR group), and 20 patients with proliferative DR (PDR group), including 62 males and 49 females, average aged 61.65 ± 9.4. Retinal morphology was evaluated using spectral domain optical coherence tomography (SD-OCT), while retinal function was assessed using full-field electroretinogram (ffERG) to record the amplitudes and implicit time. The correlation between serum Trx, Txnip, and DR was analyzed using Spearman correlation analysis. RESULTS In the early stage of DR, there was no significant difference in macular retinal thickness between groups; in the PDR group, there was a significant increase compared to both the NDR and control groups, particularly in the central fovea (p < 0.0001). Additionally, the amplitude and implicit time of oscillatory potentials exhibited a significant difference between the NDR and control groups at an early stage of DR (p < 0.001). Furthermore, the amplitude of rod and cone ERG decreased significantly in the early stage of DR, while the implicit time began to decline in the NPDR stage. The serum levels of Trx and Txnip exhibited a positive correlation with the progression of DR (r = 0.851, 0.762). Conversely, a negative correlation was observed between the serum levels of Trx and Txnip and the amplitudes of ERG, while a positive correlation was observed with the implicit time of ERG. CONCLUSIONS The serum levels of Trx and Txnip exhibit a positive correlation with retinopathy associated with type 2 diabetes mellitus (T2DM), and thus may be utilized as a potential target for the timely diagnosis and treatment of DR.
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Affiliation(s)
- Jiasu Liu
- Department of Histology and Embryology, College of Basic Medicine, Dalian Medical University, Dalian, LiaoNing Provence, China
- Department of Ophthalmology, The Second Hospital of Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Xuebin Yu
- Department of Histology and Embryology, College of Basic Medicine, Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Maryam Chudhary
- Department of Histology and Embryology, College of Basic Medicine, Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Hui Qi
- Department of Histology and Embryology, College of Basic Medicine, Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Na Zhang
- Department of Otorhinolaryngology, The Second Hospital of Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Shiwen Zhong
- Department of Otorhinolaryngology, The Second Hospital of Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Qi Zhao
- Department of Ophthalmology, The Second Hospital of Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Xiang Ren
- Department of Histology and Embryology, College of Basic Medicine, Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Hui Kong
- Department of Otorhinolaryngology, The Second Hospital of Dalian Medical University, Dalian, LiaoNing Provence, China
| | - Li Kong
- Department of Histology and Embryology, College of Basic Medicine, Dalian Medical University, Dalian, LiaoNing Provence, China
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Mao Y, Zhang J, Zhang Y, Hu B, Hao Y, Yuan Z, Zhao X, Wang Y, Wei Z, Yu W, Li Z. Serum Disease-Specific IgG Fc Glycosylation as Potential Biomarkers for Nonproliferative and Proliferative Diabetic Retinopathy Using Mass Spectrometry. Mol Cell Proteomics 2025; 24:100967. [PMID: 40204274 DOI: 10.1016/j.mcpro.2025.100967] [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: 09/18/2024] [Revised: 03/24/2025] [Accepted: 04/05/2025] [Indexed: 04/11/2025] Open
Abstract
This study investigated the potential of serum disease-specific immunoglobulin G (DSIgG) crystallizable fragment (Fc) N-glycosylation as a diagnostic biomarker for the identification of nonproliferative and proliferative diabetic retinopathy (DR). A total of 160 patients were enrolled and categorized into three groups according to clinical diagnosis: non-diabetic retinopathy (NDR, n = 47); nonproliferative diabetic retinopathy (NPDR, n = 51); and proliferative diabetic retinopathy (PDR, n = 62). Gel electrophoresis was performed to separate IgG from morning fasting blood samples and polyaniline magnetic nanomaterials (Fe3O4@PANI) were used to enrich IgG N-glycopeptides from tryptic digestion. Matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI ToF MS) was used to detect the IgG N-glycopeptides. Nine DSIgG N-glycopeptide ratios were significantly different among NDR, NPDR, and PDR groups. There are six glycopeptide ratios available to classify mild, moderate, and severe NPDR. Moreover, four glycopeptide ratios could identify patients with or without diabetic macular edema (DME). The prediction model exhibited good discriminatory performance in distinguishing patients with DR or NDR (AUC = 0.8347), NPDR or PDR (AUC = 0.7002), mild/moderate or severe NPDR (AUC = 0.8059), and with or without DME (AUC = 0.7846). DSIgG Fc N-glycosylation ratios were closely associated with different stages of DR and may be used as potential biomarkers for the early diagnosis of NDR, NPDR, and PDR.
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Affiliation(s)
- Yishuang Mao
- Department of Ophthalmology, Peking Union Medical College Hospital, Beijing, China
| | - Jiyun Zhang
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, China
| | - Yixin Zhang
- Beijing Tongren Eye Center, Beijing Tongren Hospital of Capital Medical University, Beijing, China
| | - Bojie Hu
- Department of Retina, Tianjin Medical University Eye Hospital, Tianjin, China
| | - Yuhua Hao
- Department of Ophthalmology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Zhonghao Yuan
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, China
| | - Xufeng Zhao
- Department of Ophthalmology, Peking Union Medical College Hospital, Beijing, China
| | - Yusong Wang
- Department of Ophthalmology, Peking Union Medical College Hospital, Beijing, China
| | - Zhangwanyu Wei
- Department of Ophthalmology, Peking Union Medical College Hospital, Beijing, China
| | - Weihong Yu
- Department of Ophthalmology, Peking Union Medical College Hospital, Beijing, China; Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences, Beijing, China.
| | - Zhili Li
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, China.
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Sánchez-Valencia PE, Díaz-García JD, Leyva-Leyva M, Sánchez-Aguillón F, González-Arenas NR, Mendoza-García JG, Tenorio-Aguirre EK, de León-Bautista MP, Ibarra-Arce A, Maravilla P, Olivo-Díaz A. Frequency of Tumor Necrosis Factor-α, Interleukin-6, and Interleukin-10 Gene Polymorphisms in Mexican Patients with Diabetic Retinopathy and Diabetic Kidney Disease. PATHOPHYSIOLOGY 2025; 32:14. [PMID: 40265439 PMCID: PMC12015769 DOI: 10.3390/pathophysiology32020014] [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: 02/06/2025] [Revised: 03/24/2025] [Accepted: 03/28/2025] [Indexed: 04/24/2025] Open
Abstract
BACKGROUND/OBJECTIVES Two of the microvascular complications in type 2 diabetes (T2D) are diabetic retinopathy (DR), which is the most common cause of non-traumatic blindness, and diabetic kidney disease (DKD); the latter generally requires renal replacement therapy. The aim of the present study was to determine the frequency of polymorphisms of Tumor Necrosis Factor-α, interleukin-6, and interleukin-10 (TNF-α, IL-10, and IL-6), as well as to describe the clinical and laboratory characteristics of T2D association with these microvascular complications. METHODS This study included 203 patients with T2D, of which 102 had microvascular complications: 95 with DR, 50 with DKD, and 15 with diabetic neuropathy (the latter were not included in the statistical analysis); those with T2D without confirmed microvascular complications were considered as controls. Clinical and laboratory data were collected from the patient's medical records. Polymorphism typing of TNF-α rs361525 and rs1800629 and IL-10 rs1800872 and rs1800871 were obtained using MALDI-TOF MS. IL-10 rs1800896 and IL-6 rs1800795 were typed using a quantitative real-time polymerase chain reaction. RESULTS The results of age, HbA1c, fasting glucose, and arterial hypertension are significantly associated in every group. The TNF-α rs1800629A allele and TNF-α rs1800629G/A genotype were associated with microvascular complications and DR. For IL-10-rs1800896, all the models were associated in DKD. The TNF-α rs361525-rs1800629GA haplotype was associated with microvascular complications and DR, while the IL-10 haplotype, rs1800872-rs1800871-rs1800896 GGC, showed susceptibility in every group. CONCLUSIONS Our results show the contributions of the variants of these cytokines to these microvascular complications, but more studies are required to reach relevant conclusions.
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Affiliation(s)
- Patricia Elvira Sánchez-Valencia
- División de Medicina Interna, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (P.E.S.-V.); (J.D.D.-G.); (J.G.M.-G.); (E.K.T.-A.)
| | - Juan Daniel Díaz-García
- División de Medicina Interna, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (P.E.S.-V.); (J.D.D.-G.); (J.G.M.-G.); (E.K.T.-A.)
| | - Margarita Leyva-Leyva
- Departamento de Biología Molecular e Histocompatibilidad, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (M.L.-L.); (F.S.-A.); (A.I.-A.)
| | - Fabiola Sánchez-Aguillón
- Departamento de Biología Molecular e Histocompatibilidad, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (M.L.-L.); (F.S.-A.); (A.I.-A.)
| | - Nelly Raquel González-Arenas
- Departamento de Ecología de Agentes Patógenos, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (N.R.G.-A.); (P.M.)
| | - Jesús Guillermo Mendoza-García
- División de Medicina Interna, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (P.E.S.-V.); (J.D.D.-G.); (J.G.M.-G.); (E.K.T.-A.)
| | - Erika Karina Tenorio-Aguirre
- División de Medicina Interna, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (P.E.S.-V.); (J.D.D.-G.); (J.G.M.-G.); (E.K.T.-A.)
| | - Mercedes Piedad de León-Bautista
- Escuela de Medicina, Universidad Vasco de Quiroga, Morelia 58090, Mexico;
- Laboratorio de Enfermedades Infecciosas y Genómica (INEX LAB), Morelia 58280, Mexico
| | - Aurora Ibarra-Arce
- Departamento de Biología Molecular e Histocompatibilidad, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (M.L.-L.); (F.S.-A.); (A.I.-A.)
| | - Pablo Maravilla
- Departamento de Ecología de Agentes Patógenos, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (N.R.G.-A.); (P.M.)
| | - Angélica Olivo-Díaz
- Departamento de Biología Molecular e Histocompatibilidad, Hospital General “Dr. Manuel Gea González”, Calzada de Tlalpan 4800, Col. Sección XVI, Mexico City 14080, Mexico; (M.L.-L.); (F.S.-A.); (A.I.-A.)
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Macdonald T, Zhelev Z, Liu X, Hyde C, Fajtl J, Egan C, Tufail A, Rudnicka AR, Shinkins B, Given-Wilson R, Dunbar JK, Halligan S, Scanlon P, Mackie A, Taylor-Philips S, Denniston AK. Generating evidence to support the role of AI in diabetic eye screening: considerations from the UK National Screening Committee. Lancet Digit Health 2025:S2589-7500(24)00271-1. [PMID: 40185647 DOI: 10.1016/j.landig.2024.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 07/22/2024] [Accepted: 12/11/2024] [Indexed: 04/07/2025]
Abstract
Screening for diabetic retinopathy has been shown to reduce the risk of sight loss in people with diabetes, because of early detection and treatment of sight-threatening disease. There is long-standing interest in the possibility of automating parts of this process through artificial intelligence, commonly known as automated retinal imaging analysis software (ARIAS). A number of such products are now on the market. In the UK, Scotland has used a rules-based autograder since 2011, but the diabetic eye screening programmes in the rest of the UK rely solely on human graders. With more sophisticated machine learning-based ARIAS now available and greater challenges in terms of human grader capacity, in 2019 the UK's National Screening Committee (NSC) was asked to consider the modification of diabetic eye screening in England with ARIAS. Following up on a review of ARIAS research highlighting the strengths and limitations of existing evidence, the NSC here sets out their considerations for evaluating evidence to support the introduction of ARIAS into the diabetic eye screening programme.
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Affiliation(s)
- Trystan Macdonald
- College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHSFT, Birmingham, UK
| | - Zhivko Zhelev
- Exeter Test Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Xiaoxuan Liu
- College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHSFT, Birmingham, UK
| | - Christopher Hyde
- Exeter Test Group, College of Medicine and Health, University of Exeter Medical School, Exeter, UK
| | - Jiri Fajtl
- School of Computer Science and Mathematics, Kingston University London, London, UK
| | - Catherine Egan
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, UK; Institute of Ophthalmology, University College London, London, UK
| | - Adnan Tufail
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, UK; Institute of Ophthalmology, University College London, London, UK
| | - Alicja R Rudnicka
- Population Health Research Institute, St George's University of London, London, UK
| | | | | | - J Kevin Dunbar
- Vaccination and Screening Directorate, NHS England, London, UK
| | - Steve Halligan
- Centre for Medical Imaging, Division of Medicine, University College London, London, UK
| | - Peter Scanlon
- Gloucestershire Hospitals NHS Foundation Trust, Cheltenham, UK
| | - Anne Mackie
- UK National Screening Committee, Office for Health Improvement and Disparities, Department of Health and Social Care, London, UK
| | - Sian Taylor-Philips
- Warwick Medical School, University of Warwick, Coventry, UK; UK National Screening Committee, Office for Health Improvement and Disparities, Department of Health and Social Care, London, UK
| | - Alastair K Denniston
- College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHSFT, Birmingham, UK.
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Anil S, Joseph B, Pereira MA, Arya S, Syamala S, Sweety VK, Jayasinghe R. Diabetic Retinopathy and Periodontitis: Implications from a Systematic Review and Meta-Analysis. Int Dent J 2025; 75:453-463. [PMID: 39592324 PMCID: PMC11976626 DOI: 10.1016/j.identj.2024.10.016] [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: 08/07/2024] [Revised: 09/28/2024] [Accepted: 10/27/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND Diabetes mellitus, a chronic metabolic disorder affecting millions worldwide, is associated with microvascular complications, including diabetic retinopathy (DR) and periodontitis. Understanding their interrelationship is crucial for comprehensive patient care. OBJECTIVE This systematic review and meta-analysis aim to investigate the association between DR and periodontitis in patients with Type 1 and Type 2 diabetes. METHODOLOGY Using the PECO framework, we searched PubMed/MEDLINE, Scopus, EMBASE, Google Scholar, and Web of Science databases (Inception to April 2023) for studies on the association between DR and periodontitis. Ten studies (n = 1828 participants), including observational and cross-sectional studies, met the inclusion criteria. We conducted qualitative synthesis, risk of bias analysis using the ROBINS-E tool, Grading of Recommendations, Assessment, Development, and Evaluations assessment (GRADE), and random-effects meta-analysis. RESULTS Eight studies found a significant association between severe periodontitis (pocket depth ≥5 mm) and DR, while two found no association. Meta-analysis of 843 participants showed diabetics with periodontitis had 4.48 times higher odds (95% confidence interval: 1.67-12.07, P = .003) of developing retinopathy compared to diabetics without periodontitis. High heterogeneity was observed (I2 = 86%). Subgroup analysis by diabetes type showed no significant difference. The overall GRADE level of evidence was very low. CONCLUSION While most included studies suggest an association between severe periodontitis and increased DR risk, the overall certainty of evidence is low. These findings highlight the potential importance of periodontal health in diabetic patients. High-quality longitudinal studies with adequate control of confounders are required to determine if periodontitis contributes to the progression of DR or if the conditions are merely coincidentally related.
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Affiliation(s)
- Sukumaran Anil
- Oral Health Institute, Hamad Medical Corporation, Doha, Qatar; College of Dental Medicine, Qatar University, Doha, Qatar.
| | - Betsy Joseph
- Department of Periodontology, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India; Pushpagiri Institute of Medical Sciences and Research Centre, Medicity, Thiruvalla, Kerala, India
| | - Merlyn Anjali Pereira
- Department of Ophthalmology, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Saket Arya
- Department of Ophthalmology, Hamad General Hospital, Hamad Medical Corporation, Doha, Qatar
| | | | - Vishnupriya K Sweety
- Pushpagiri Institute of Medical Sciences and Research Centre, Medicity, Thiruvalla, Kerala, India
| | - Ruwan Jayasinghe
- Department of Oral Medicine and Periodontology, Faculty of Dental Sciences, University of Peradeniya, Peradeniya, Sri Lanka
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Yang X, Xu F, Yu H, Li Z, Yu X, Li Z, Zhang L, Liu J, Wang S, Liu S, Hong J, Li J. Prediction of OCT contours of short-term response to anti-VEGF treatment for diabetic macular edema using generative adversarial networks. Photodiagnosis Photodyn Ther 2025; 52:104482. [PMID: 39826600 DOI: 10.1016/j.pdpdt.2025.104482] [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: 11/08/2024] [Revised: 12/25/2024] [Accepted: 01/10/2025] [Indexed: 01/22/2025]
Abstract
Diabetic macular edema (DME) stands as a leading cause for vision loss among the working-age population. Anti-vascular endothelial growth factor (VEGF) agents are currently recognized as the first-line treatment. However, a significant portion of patients remain insensitive to anti-VEGF, resulting in sustained visual impairment. Therefore, it's imperative to predict prognosis and formulate personalized therapeutic regimens. Generative adversarial networks (GANs) have demonstrated remarkably in forecasting prognosis of diseases, yet their performance is still constrained by the limited availability of real-world data and suboptimal image quality, which subsequently impacts the model's outputs. We endeavor to employ preoperative images along with postoperative OCT contours annotated and extracted via LabelMe and OpenCV to train the model in generating postoperative contours of critical OCT structures instead of previous whole retinal morphology, considerably alleviating the difficulty of output phase and diminishing the requisite quantity of training datasets. Our study reveals that the GAN could serve as an auxiliary instrument for ophthalmologists in determining the prognosis of individuals and screening patients with poor responses to anti-VEGF therapy.
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Affiliation(s)
- Xueying Yang
- Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Fabao Xu
- Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Han Yu
- Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Zhongwen Li
- Ningbo Eye Hospital, Wenzhou Medical University, Ningbo, PR China
| | - Xuechen Yu
- Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Zhiwen Li
- Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Li Zhang
- Department of Ophthalmology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Jie Liu
- Department of Endocrinology, People's Hospital of Zoucheng, Jining, PR China
| | - Shaopeng Wang
- Zibo Central Hospital, Binzhou Medical University, Zibo, Shandong province, PR China
| | - Shaopeng Liu
- School of computer science, Guangdong Polytechnic Normal University, Guangzhou, PR China.
| | - Jiaming Hong
- School of Medical Information Engineering, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, PR China.
| | - Jianqiao Li
- Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China.
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Singh SB, Ramalingam S, Sankaran R, Veronika M, Mercy Janaki J. ICAM-1 K469E gene polymorphism, genotype-phenotype correlation, and retinopathy in Type 2 diabetes mellitus patients. Ophthalmic Genet 2025; 46:154-159. [PMID: 39763306 DOI: 10.1080/13816810.2024.2447498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 10/16/2024] [Accepted: 12/20/2024] [Indexed: 04/17/2025]
Abstract
CONTEXT The role of genetic factors in the development of diabetic retinopathy is evident from the fact that only 50% of patients with the non-proliferative type of diabetic retinopathy progress to proliferative diabetic retinopathy. Though the K469E polymorphism of the ICAM-1 (Intercellular Adhesion Molecule-1) gene is known to increase the risk of developing Diabetic Retinopathy (DR) among Type 2 diabetic patients, its role in the development of severe DR has not been extensively studied. AIM Hence, we aimed to determine the risk due to association of K469E polymorphism of ICAM-1 gene and sight threatening diabetic retinopathy. METHODS Two ml of blood collected from the patients was analyzed with PCR RFLP (Polymerase Chain Reaction-Restriction Fragment Length Polymorphism) to detect K469E (rs5498) polymorphism of the ICAM-1 gene. STATISTICAL ANALYSIS Data were analyzed using IBM SPSS (Statistical Package for the Social Sciences) package, standard methods like Chi-square, T test, and multivariate logistic regression was used for comparing the variables. RESULTS The frequencies of three different genotypes among the patients with STDR (Sight-threatening Diabetic Retinopathy) are 26.9% AA, 53.8% AG, and 19.3% GG. The risk of developing STDR increased among the GG genotype with raised HbA1C levels (OR = 1.960, 95% CI 1.076 to 3.570 and p = 0.028) and raised fasting blood sugar (OR = 1.016, 95% CI 1.000 to 1.034 and p = 0.056). AG genotype with extra-retinal ocular complications of diabetes showed a greater risk of developing STDR (OR = 5.143, 95% CI 1.388 to 19.052 and p = 0.014). CONCLUSION No association was observed between any of the genotypes of ICAM-1 K469E polymorphism and the development of STDR. GG genotype is associated with the development of STDR in the presence of elevated glycosylated hemoglobin levels and elevated fasting blood sugar levels. AG genotype with extra-retinal diabetic ocular complications has a greater chance of developing STDR. However, there was no difference between the three genotypes of ICAM-1 K469E polymorphism in predisposing to the development of STDR.
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Affiliation(s)
| | - Sudha Ramalingam
- Department of Community Medicine, PSG Institute of Medical Sciences and Research, Coimbatore, India
| | - Ramalingam Sankaran
- Department of Pharmacology, PSG Institute of Medical Sciences and Research, Coimbatore, India
| | - Merlin Veronika
- Center for Molecular Medicine and Therapeutics, PSG Institute of Medical Sciences and Research, Coimbatore, India
| | - Jeevamala Mercy Janaki
- Department of Ophthalmology, PSG Institute of Medical Sciences and Research, Coimbatore, India
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Hosseini Y, Niknejad A, Sabbagh Kashani A, Gholami M, Roustaie M, Mohammadi M, Momtaz S, Atkin SL, Jamialahmadi T, Abdolghaffari AH, Sahebkar A. NLRP3 inflammasomes pathway: a key target for Metformin. Inflammopharmacology 2025; 33:1729-1760. [PMID: 40042723 DOI: 10.1007/s10787-025-01702-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2025] [Accepted: 01/31/2025] [Indexed: 04/13/2025]
Abstract
Nucleotide-binding oligomerization domain, Leucine rich Repeat and Pyrin domain containing 3 (NLRP3) is a signaling pathway that is involved in inflammatory cascades, cell survival and the immune response. NLRP3 is activated by cellular damage, oxidative stress, and other factors that stimulate the immune system. Stimulation of NLRP3 induces inflammatory reactions and the production of inflammatory cytokines. These inflammatory mediators are implicated in several diseases. Metformin (MET) is an anti-hyperglycemia agent that is extensively used in clinical practice worldwide due to its high efficiency, safety profile, and affordable price. MET is the only member of biguanide class that is used in clinical practice and a potent AMP-activated protein kinase (AMPK) agonist with proven anti-inflammatory characteristics. Due to its anti-inflammatory properties, MET is considered to be effective against diseases that have an inflammatory background, and the NLRP3 pathway is involved in the pathophysiology of these disorders. In this review, we have evaluated the evidence if MET can affect this pathway and its utility for future therapeutic approaches.
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Affiliation(s)
- Yasamin Hosseini
- Faculty of Pharmacy, Department of Toxicology and Pharmacology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
- GI Pharmacology Interest Group (GPIG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Amirhossein Niknejad
- Faculty of Pharmacy, Department of Toxicology and Pharmacology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
- GI Pharmacology Interest Group (GPIG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Ayeh Sabbagh Kashani
- Faculty of Pharmacy, Department of Toxicology and Pharmacology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
- GI Pharmacology Interest Group (GPIG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Mahsa Gholami
- Faculty of Pharmacy, Department of Toxicology and Pharmacology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
- GI Pharmacology Interest Group (GPIG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Mahtab Roustaie
- Faculty of Pharmacy, Department of Toxicology and Pharmacology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
- GI Pharmacology Interest Group (GPIG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | | | - Saeideh Momtaz
- Medicinal Plants Research Center, Institute of Medicinal Plants, ACECR, Karaj, Iran
- Department of Toxicology and Pharmacology, School of Pharmacy, and Toxicology and Diseases Group, Pharmaceutical Sciences Research Center (PSRC), The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Stephen L Atkin
- Royal College of Surgeons in Ireland, PO Box 15503, Adliya, Bahrain
| | - Tannaz Jamialahmadi
- Pharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Medical Toxicology Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Hossein Abdolghaffari
- Faculty of Pharmacy, Department of Toxicology and Pharmacology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
- GI Pharmacology Interest Group (GPIG), Universal Scientific Education and Research Network (USERN), Tehran, Iran.
| | - Amirhossein Sahebkar
- Center for Global Health Research, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India.
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran.
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
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Kartik R, Akturk HK, Stewart MW, Forlenza GP. Seeing the Road Ahead-The Need to Address Accessibility of Diabetes Technology. Diabetes Technol Ther 2025; 27:245-247. [PMID: 39714954 DOI: 10.1089/dia.2024.0412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2024]
Affiliation(s)
- Rishika Kartik
- Department of Design Engineering, Brown University, Providence, Rhode Island, USA
| | - Halis Kaan Akturk
- Barbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Michael W Stewart
- Department of Ophthalmology, Mayo Clinic, Jacksonville, Florida, USA
| | - Gregory P Forlenza
- Barbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Pieramici DJ, Awh CC, Chang M, Emanuelli A, Holekamp NM, Hu AY, Suñer IJ, Wykoff CC, Brittain C, Howard D, Quezada-Ruiz C, Santhanakrishnan A, Latkany P. Port Delivery System With Ranibizumab vs Monitoring in Nonproliferative Diabetic Retinopathy Without Macular Edema: The Pavilion Randomized Clinical Trial. JAMA Ophthalmol 2025; 143:317-325. [PMID: 40048178 PMCID: PMC11886866 DOI: 10.1001/jamaophthalmol.2025.0001] [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: 08/02/2024] [Accepted: 12/06/2024] [Indexed: 03/09/2025]
Abstract
Importance Frequent prophylactic intravitreal anti-vascular endothelial growth factor injections can reduce risk of progression to vision-threatening complications in nonproliferative diabetic retinopathy (NPDR). A refillable drug delivery system for continuous intraocular ranibizumab release could offer less frequent treatment regimens. Objective To evaluate the Port Delivery System (PDS) with ranibizumab, 100 mg/mL, with refill-exchange procedures every 36 weeks (PDS Q36W), vs no PDS (control) in moderately severe to severe NPDR without center-involved diabetic macular edema (CI-DME), monitoring both groups every 4 weeks. Design, Setting, and Participants This was a randomized clinical trial at 50 US investigational sites. Participants aged 18 years or older with moderately severe or severe NPDR (Diabetic Retinopathy Severity Scale [DRSS] level 47 or 53) secondary to type 1 or 2 diabetes were eligible. Data analysis was performed from August 10, 2020, to October 3, 2022. Intervention Participants were randomized (unmasked) 5:3 to PDS Q36W vs control. Both groups could receive intravitreal ranibizumab injections if CI-DME, proliferative diabetic retinopathy (PDR), or anterior segment neovascularization (ASNV) developed. Main Outcomes and Measures Proportion of participants with an improvement of at least 2 levels in Early Treatment Diabetic Retinopathy Study DRSS from baseline at week 52. Results A total of 174 participants (mean [SD] age, 53.9 [11.7] years; 74 [42.5%] female) were randomized to PDS Q36W (n = 106) or control (n = 68). At week 52, 80.1% of those receiving PDS Q36W vs 9.0% of control participants had at least a 2-step DRSS improvement from baseline (difference, 71.1% [95% CI, 61.0% to 81.2%]; P < .001). Secondary outcomes included rate of development of CI-DME, PDR, or ASNV through week 52 (PDS Q36W, 7.1%; control, 47.0%; hazard ratio, 0.12 [95% CI, 0.05 to 0.28]; P < .001) and best-corrected visual acuity (BCVA) change from baseline to week 52 (+1.4 letters [95% CI, -0.5 to 3.3 letters] for those receiving PDS Q36W vs -2.6 letters [95% CI, -5.0 to -0.1 letters] for control participants; difference, 4.0 letters [95% CI, 0.9 to 7.1 letters]; P = .01). The PDS Q36W group had a transient BCVA decrease of 7.4 letters (95% CI, -10.3 to -4.5 letters) at 4 weeks after implantation, resolving 8 weeks later. Ocular adverse events of special interest occurred in 17 of 105 participants (16.2%) receiving PDS Q36W (cataract, 7 participants [6.7%]; vitreous hemorrhage, 6 participants [5.7%]; conjunctival bleb, conjunctival retraction, and hyphema, each 2 participants [1.9%]; conjunctival erosion and retinal detachment, each 1 participant [1.0%]), with no endophthalmitis reported through week 52. Conclusions and Relevance At 1 year, PDS Q36W resulted in substantially more participants achieving at least a 2-step DRSS improvement and a reduced risk of developing CI-DME, PDR, or ASNV compared with control participants, with safety outcomes consistent with previous reports. These findings should be balanced with the transient, postoperative decrease in BCVA 4 through 12 weeks after implantation and the need for longer-term BCVA and safety outcomes. Trial Registration ClinicalTrials.gov Identifier: NCT04503551.
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Affiliation(s)
| | | | - Margaret Chang
- Retinal Consultants Medical Group, Sacramento, California
| | - Andres Emanuelli
- Emanuelli Research and Development, Retina Care, Arecibo, Puerto Rico
- University of Puerto Rico, School of Medicine, Department of Ophthalmology, San Juan, Puerto Rico
| | | | - Allen Y. Hu
- Cumberland Valley Retina Consultants, Hagerstown, Maryland
| | | | - Charles C. Wykoff
- Retina Consultants of Texas, Retina Consultants of America, Blanton Eye Institute, Houston Methodist Hospital, Houston
| | | | - Dena Howard
- Roche Products Ltd, Welwyn Garden City, United Kingdom
| | - Carlos Quezada-Ruiz
- Genentech, Inc, South San Francisco, California
- Clínica de Ojos Garza Viejo, San Pedro Garza García, Nuevo León, Mexico
- Retina Department, Instituto de Oftalmologia Fundación Conde de Valenciana, Mexico City, Mexico
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Ahmad I, Singh VP, Gore MM. Detection of Diabetic Retinopathy Using Discrete Wavelet-Based Center-Symmetric Local Binary Pattern and Statistical Features. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2025; 38:1184-1211. [PMID: 39237836 PMCID: PMC11950458 DOI: 10.1007/s10278-024-01243-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Revised: 07/19/2024] [Accepted: 08/19/2024] [Indexed: 09/07/2024]
Abstract
Computer-aided diagnosis (CAD) system assists ophthalmologists in early diabetic retinopathy (DR) detection by automating the analysis of retinal images, enabling timely intervention and treatment. This paper introduces a novel CAD system based on the global and multi-resolution analysis of retinal images. As a first step, we enhance the quality of the retinal images by applying a sequence of preprocessing techniques, which include the median filter, contrast limited adaptive histogram equalization (CLAHE), and the unsharp filter. These preprocessing steps effectively eliminate noise and enhance the contrast in the retinal images. Further, these images are represented at multi-scales using discrete wavelet transform (DWT), and center symmetric local binary pattern (CSLBP) features are extracted from each scale. The extracted CSLBP features from decomposed images capture the fine and coarse details of the retinal fundus images. Also, statistical features are extracted to capture the global characteristics and provide a comprehensive representation of retinal fundus images. The detection performances of these features are evaluated on a benchmark dataset using two machine learning models, i.e., SVM and k-NN, and found that the performance of the proposed work is considerably more encouraging than other existing methods. Furthermore, the results demonstrate that when wavelet-based CSLBP features are combined with statistical features, they yield notably improved detection performance compared to using these features individually.
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Affiliation(s)
- Imtiyaz Ahmad
- Department of Computer Science and Engineering, Motilal Nehru National Institute of Technology Allahabad, Prayagraj, 211004, UP, India.
| | - Vibhav Prakash Singh
- Department of Computer Science and Engineering, Motilal Nehru National Institute of Technology Allahabad, Prayagraj, 211004, UP, India
| | - Manoj Madhava Gore
- Department of Computer Science and Engineering, Motilal Nehru National Institute of Technology Allahabad, Prayagraj, 211004, UP, India
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Floyd JL, Prasad R, Dupont MD, Adu-Rutledge Y, Anshumali S, Paul S, Li Calzi S, Qi X, Malepati A, Johnson E, Jumbo-Lucioni P, Crosson JN, Mason JO, Boulton ME, Welner RS, Grant MB. Intestinal neutrophil extracellular traps promote gut barrier damage exacerbating endotoxaemia, systemic inflammation and progression of diabetic retinopathy in type 2 diabetes. Diabetologia 2025; 68:866-889. [PMID: 39875729 PMCID: PMC11950064 DOI: 10.1007/s00125-024-06349-4] [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: 06/24/2024] [Accepted: 11/01/2024] [Indexed: 01/30/2025]
Abstract
AIMS/HYPOTHESIS Within the small intestine, neutrophils play an integral role in preventing bacterial infection. Upon interaction with bacteria or bacteria-derived antigens, neutrophils initiate a multi-staged response of which the terminal stage is NETosis, formation of protease-decorated nuclear DNA into extracellular traps. NETosis has a great propensity to elicit ocular damage and has been associated with diabetic retinopathy and diabetic macular oedema (DME) progression. Here, we interrogate the relationship between gut barrier dysfunction, endotoxaemia and systemic and intestinal neutrophilia in diabetic retinopathy. METHODS In a cohort of individuals with type 2 diabetes (n=58) with varying severity of diabetic retinopathy and DME, we characterised the abundance of circulating neutrophils by flow cytometry and markers of gut permeability and endotoxaemia by plasma ELISA. In a mouse model of type 2 diabetes, we examined the effects of diabetes on abundance and function of intestinal, blood and bone marrow neutrophils, gut barrier integrity, endotoxaemia and diabetic retinopathy severity. Pharmacological inhibition of NETosis was achieved by i.p. injection of the peptidyl arginine deiminase 4 inhibitor (PAD4i) GSK484 daily for 4 weeks between 6 and 7 months of type 2 diabetes. RESULTS In human participants, neutrophilia was unique to individuals with type 2 diabetes with diabetic retinopathy and DME and was accompanied by heightened circulating markers of gut permeability. At late-stage diabetes, neutrophilia and gut barrier dysfunction were seen in db/db mice. The db/db mice exhibited an increase in stem-like pre-neutrophils in the intestine and bone marrow and a decrease in haematopoietic vascular reparative cells. In the db/db mouse intestine, enhanced loss of gut barrier integrity was associated with elevated intestinal NETosis. Inhibition of NETosis by the PAD4i GSK484 resulted in decreased abundance of premature neutrophils in the intestine and blood and resulted in neutrophil retention in the bone marrow compared with vehicle-treated db/db mice. Additionally, the PAD4i decreased senescence within the gut epithelium and yielded a slowing of diabetic retinopathy progression. CONCLUSIONS/INTERPRETATION Severity of diabetic retinopathy and DME were associated with peripheral neutrophilia, gut barrier dysfunction and endotoxaemia in the human participants. db/db mice exhibited intestinal neutrophilia, specifically stem-like pre-neutrophils, which was associated with elevated NETosis and decreased levels of vascular reparative cells. Chronic inhibition of NETosis in db/db mice reduced intestinal senescence and NETs in the retina. These changes were associated with reduced endotoxaemia and an anti-inflammatory bone marrow milieu with retention of pre-neutrophils in the bone marrow and increased gut infiltration of myeloid angiogenic cells. Collectively, PAD-4i treatment decreased gut barrier dysfunction, restoring physiological haematopoiesis and levels of haematopoietic vascular reparative cells.
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Affiliation(s)
- Jason L Floyd
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ram Prasad
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mariana D Dupont
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Yvonne Adu-Rutledge
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Shambhavi Anshumali
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sarbodeep Paul
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sergio Li Calzi
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Xiaoping Qi
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Akanksha Malepati
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Emory Johnson
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Patricia Jumbo-Lucioni
- Pharmaceutical, Social and Administrative Sciences, Samford University, Birmingham, AL, USA
| | - Jason N Crosson
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
- Retina Consultants of Alabama, Birmingham, AL, USA
| | - John O Mason
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
- Retina Consultants of Alabama, Birmingham, AL, USA
| | - Michael E Boulton
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Robert S Welner
- Department of Medicine, Division Hematology/Oncology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Maria B Grant
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
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49
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Li C, Wang L, Feng D, Bian X, You H, Liang C, Wang J. A cohort study on the risk of diabetic retinopathy in type 2 diabetes patients with serum TG/HDL-C ratio. Prim Care Diabetes 2025; 19:195-200. [PMID: 39893093 DOI: 10.1016/j.pcd.2025.01.005] [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: 10/08/2024] [Revised: 01/16/2025] [Accepted: 01/26/2025] [Indexed: 02/04/2025]
Abstract
BACKGROUND Diabetic retinopathy (DR) is a leading cause of vision impairment in type 2 diabetes. This study aims to clarify the association between baseline triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio and DR risk in type 2 diabetes patients to aid in prevention and treatment strategies. METHODS This retrospective cohort study included 1049 patients with type 2 diabetes who met the inclusion criteria and underwent health examinations at our hospital from January 2017 to December 2023. All patients completed seven follow-up visits within seven years. Baseline data from 2017 were utilized for the analysis. The Kaplan-Meier method and the Cox proportional hazards regression model and restricted cubic spline (RCS) method were employed to analyze the association between baseline serum TG/HDL-C ratio and the risk of DR. RESULTS A total of 1049 patients were included in the cohort, with a median follow-up period of seven years. During the follow-up period, 124 new cases of DR were identified, with an incidence rate of 11.8 %. The incidence of DR showed an upward trend with increasing baseline TG/HDL-C ratio. After adjusting for various potential confounding factors in the Cox proportional hazards regression model, high TG/HDL-C ratio levels were identified as a risk factor for DR (HR=3.04, 95 % CI 1.55-5.98, P = 0.0029).In the dose-response relationship analysis, a significant nonlinear relationship was observed between the TG/HDL-C ratio and the risk of diabetic retinopathy (DR) (nonlinear P value = 0.029). The risk of DR significantly increased when the TG/HDL-C ratio reached 3.3 (HR = 1.56, 95 % CI: 1.17-2.10, P = 0.003) and then leveled off. CONCLUSION High TG/HDL-C ratio is closely associated with the occurrence of DR and has a certain predictive value for the onset of DR. DATA AVAILABILITY The data that support the findings of this study are available from the corresponding author upon reasonable request. The data are not publicly available due to confidentiality agreements with the funding organization.
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Affiliation(s)
- Chunhui Li
- Department of Ophthalmology, Shanghai Health Medical Center, No. 67 Dajishan, Wuxi 214065, PR China
| | - Lei Wang
- Department of Ophthalmology, Suzhou Hospital Affiliated to Nanjing Medical University (Suzhou Municipal Hospital Daoqian Campus), No. 26 Daoqian Street, Gusu District, Suzhou 215002, PR China
| | - Dongmei Feng
- Department of Ophthalmology, The Affiliated Jiangning Hospital with Nanjing Medical University, No. 169 Hushan Road, Jiangning District, Nanjing 211100, PR China
| | - Xiyun Bian
- Department of Ophthalmology, Shanghai Health Medical Center, No. 67 Dajishan, Wuxi 214065, PR China
| | - Hu You
- Department of Emergency, Shihezi People's Hospital, No. 411 Xiyi Road, Shihezi 832000, PR China
| | - Chengquan Liang
- Department of Information, Shanghai Health Medical Center, No. 67 Dajishan, Wuxi 214065, PR China.
| | - Jing Wang
- Department of Ophthalmology, Shanghai Health Medical Center, No. 67 Dajishan, Wuxi 214065, PR China.
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50
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Fu DJ, Mishra AV, Quek C, Balaskas K, Pontikos N, Sim D, Sivaprasad S, Faes L. Visual and anatomical failure of anti-VEGF therapy for retinal vascular diseases: a survival analysis of real-world data. Eye (Lond) 2025; 39:977-985. [PMID: 39658713 PMCID: PMC11933433 DOI: 10.1038/s41433-024-03529-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 11/05/2024] [Accepted: 11/28/2024] [Indexed: 12/12/2024] Open
Abstract
IMPORTANCE Predicting undesirable outcomes following anti-VEGF initiation in macular oedema is critical for effective clinical decision-making and optimised care. OBJECTIVE To estimate the time to undesirable events in diabetic macular oedema (DMO), central and branch vein occlusions (CRVO and BRVO) after appropriate loading doses with either ranibizumab or aflibercept and identified baseline predictors of negative outcome. DESIGN, SETTING, PARTICIPANTS A retrospective cohort study of 3277 patients (N = 2107 in DMO, N = 413 in CRVO and N = 757 in BRVO) collected over a 10-year period, in a large UK tertiary centre. Only one eye was included per patient. Inclusion criteria pre-specified a minimum of two clinic visits with one being at least 6 months post treatment. MAIN OUTCOME AND MEASURES The main outcome measure was absence of visual acuity (VA) improvement due to macular oedema failure of anti-VEGF therapy (defined as VA gain <5 ETDRS letters and CST increase of 50 µm or CST > 325 µm) modelled using time-event analyzes of appropriately loaded patients. Secondary outcomes included survival curves by individual condition (DMO, CRVO, BRVO) and factors associated with negative outcomes. RESULTS After starting anti-VEGF, there was a 50% chance of undesirable outcomes at 2.3, 5.24 and 6.16 years for DMO, CRVO and BRVO, respectively. Cox proportional hazards modelling identified presenting age, intraretinal (IRF) volume, presence of DMO and VA as predictors of negative outcomes, whilst South East Asian ethnicity conferred an independent protective effect. CONCLUSION Real-world data suggest that undesirable events following anti-VEGF injections is likely to in 50% of patients by the third year of treatment in spite of appropriate loading. The definition of undesirable treatment events captured nearly all patients who were escalated to another therapy, but this proportion represented a small percentage of our definition of failed response.
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Grants
- SIMD1004 AbbVie (AbbVie Inc.)
- Speaker fees from Novartis, Bayer, Alimera, Allergan and Heidelberg, consulting Novartis and Roche and research support from Apellis, Novartis and Bayer.
- Moorfields Eye Charity Career Development Award (R190031A), NIHR AI Award (AI_AWARD02488), equity owner, Phenopolis Ltd.
- Funding/fees from AbbVie, Amgen, Apellis, Bayer, Biogen, Boehringer Ingelheim, Novartis, Eyebiotech, Eyepoint Pharmaceuticals, Janssen Pharmaceuticals, Novo Nordisk, Optos, Ocular Therapeutix, Kriya Therapeutics, OcuTerra, Roche, Stealth Biotherapeutics. Sanofi.
- Other relevant financial activities outside the submitted work with Bayer and Allergan
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Affiliation(s)
- Dun Jack Fu
- NIHR Biomedical Research Centre At Moorfields Eye Hospital NHS Foundation Trust, UCL Institute of Ophthalmology, London, UK.
- Kings College London, London, UK.
| | - Amit V Mishra
- NIHR Biomedical Research Centre At Moorfields Eye Hospital NHS Foundation Trust, UCL Institute of Ophthalmology, London, UK
| | - Chrystie Quek
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Konstantinos Balaskas
- NIHR Biomedical Research Centre At Moorfields Eye Hospital NHS Foundation Trust, UCL Institute of Ophthalmology, London, UK
| | - Nikolas Pontikos
- NIHR Biomedical Research Centre At Moorfields Eye Hospital NHS Foundation Trust, UCL Institute of Ophthalmology, London, UK
| | - Dawn Sim
- NIHR Biomedical Research Centre At Moorfields Eye Hospital NHS Foundation Trust, UCL Institute of Ophthalmology, London, UK
- Genentech Roche, South San Francisco, CA, USA
| | - Sobha Sivaprasad
- NIHR Biomedical Research Centre At Moorfields Eye Hospital NHS Foundation Trust, UCL Institute of Ophthalmology, London, UK
| | - Livia Faes
- NIHR Biomedical Research Centre At Moorfields Eye Hospital NHS Foundation Trust, UCL Institute of Ophthalmology, London, UK
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