1
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McAnany JJ, Park JC. Brief report: harmonic analysis of the 30 Hz flicker ERG in early-stage diabetic retinopathy. Doc Ophthalmol 2025:10.1007/s10633-025-10030-5. [PMID: 40448804 DOI: 10.1007/s10633-025-10030-5] [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: 02/22/2025] [Accepted: 05/06/2025] [Indexed: 06/02/2025]
Abstract
PURPOSE To determine if harmonic components of the 30 Hz flicker ERG are useful for detecting neural dysfunction in diabetics who have mild or no non-proliferative diabetic retinopathy (NPDR). METHODS Previously reported light-adapted flicker ERG data recorded from 20 diabetics who had no clinically-apparent retinopathy (NDR), 20 who had mild NPDR (MDR), and 20 non-diabetic controls were reanalyzed. From this dataset, the amplitude and phase of the 31.25 Hz flicker ERG fundamental and second harmonic were extracted. The 62.5 Hz flicker ERG fundamental was also extracted. Similar responses were also acquired prospectively from 10 controls, 5 NDR, and 5 MDR subjects, comprising a second dataset. RESULTS Analysis of variance indicated that both diabetic groups had normal amplitudes elicited by the 31.25 Hz stimulus (fundamental and second harmonic), whereas the 62.5 Hz amplitude was reduced significantly in both diabetic groups. This pattern was found in both the retrospective and prospective analyses. CONCLUSIONS The second harmonic of the 31.25 Hz flicker response (equivalent to 62.5 Hz) was normal in early-stage DR, whereas the response to 62.5 Hz flicker stimuli was abnormal. The second harmonic of the ISCEV standard 30 Hz flicker ERG does not appear to be a useful indicator of neural dysfunction in early DR.
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Affiliation(s)
- J Jason McAnany
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, 1855 W. Taylor St., MC/648, Chicago, IL, USA.
- Department of Biomedical Engineering, University of Illinois at Chicago, 851 South Morgan St., Chicago, IL, 60607, USA.
| | - Jason C Park
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, 1855 W. Taylor St., MC/648, Chicago, IL, USA
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Li Q, Onizuka S, Park K, Ma M, Fickweiler W, Park H, Li Q, Simao F, Boisclair J, Sharawy M, Wu IH, Yu MG, Aiello LP, Sun JK, King GL. Differential Effects of Retinol-Binding Protein 3 and Anti-VEGF Antibodies on Retinal Dysfunctions in Diabetic Retinopathy. Diabetes 2025; 74:787-797. [PMID: 39937209 PMCID: PMC12015138 DOI: 10.2337/db24-0822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 02/06/2025] [Indexed: 02/13/2025]
Abstract
Anti-vascular endothelial growth factor (anti-VEGF) therapies are effective treatment for severe diabetic retinopathy (DR) and macular edema, but a significant subset of people had inadequate response to anti-VEGF intervention. Because elevation or overexpression of retinol binding protein 3 (RBP3) decreases risks for retinal pathologies and progression to severe DR, we compared the therapeutic profiles of RBP3 and anti-VEGF antibody to normalize retinal dysfunctions induced by diabetes. Intravitreous injection of recombinant human RBP3 (rhRBP3) and anti-VEGF antibody (namely, bevacizumab) inhibited retinal vascular permeability in Lewis rats induced by VEGF-A or after 2 months of diabetes induced by streptozotocin, in parallel with reductions of retinal VEGF and VEGF receptor 2 expressions and tyrosine phosphorylation of VEGF receptor. Only rhRBP3 ameliorated diabetes-induced reduction of neural retinal function, measured by electroretinogram. Furthermore, rhRBP3 reduced retinal expressions of inflammatory cytokines (TNF-α and IL-6) in retinal pigmented epithelial and Müller cells exposed to hyperglycemia. Metabolic studies, using a Seahorse flux analyzer, showed only rhRBP3 normalized retinal glycolytic rates in diabetic rats. Thus, both intravitreous anti-VEGF antibody and RBP3 injections normalized retinal vascular dysfunctions caused by diabetes. Only RBP3 targeted both neural and vascular retina to reduce glycolytic rates, reverse neural-retinal dysfunctions, and reduce inflammatory cytokines induced by diabetes, to delay early changes of DR. ARTICLE HIGHLIGHTS
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Affiliation(s)
- Qin Li
- Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Satoru Onizuka
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Kyoungmin Park
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Ophthalmology, Harvard Medical School, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Mingming Ma
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- Department of Pharmacology, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, China
| | - Ward Fickweiler
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Ophthalmology, Harvard Medical School, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Hyunseok Park
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Qian Li
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Fabricio Simao
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Jared Boisclair
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Maha Sharawy
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - I-Hsien Wu
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Marc Gregory Yu
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Lloyd P. Aiello
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Ophthalmology, Harvard Medical School, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Jennifer K. Sun
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Ophthalmology, Harvard Medical School, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - George L. King
- Dianne Nunnally Hoppes Laboratory for Diabetes Complications, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Ophthalmology, Harvard Medical School, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
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Sun MH, Chen KJ, Tsao YT, Sun CC, Lai JY, Lin CJ, Huang YF, Huang CC. Surface moieties drive the superior protection of curcumin-derived carbon quantum dots against retinal ischemia-reperfusion injury. J Mater Chem B 2025; 13:4225-4237. [PMID: 40067675 DOI: 10.1039/d4tb02364a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2025]
Abstract
Despite the recognized neuroprotective benefits of curcumin, its clinical utility is constrained by poor bioavailability and high cytotoxicity at effective doses. This study evaluates the therapeutic potential of curcumin-derived carbon quantum dots (Cur-CQDs) for retinal protection against ischemia-reperfusion (IR) injury in rats. Cur-CQDs were synthesized via mild pyrolysis at varying temperatures and assessed for efficacy in rat retinal ganglion cells and a model of retinal IR injury. The Cur-CQDs, particularly those synthesized at 150 °C, displayed significant reductions in apoptosis in retinal tissues, as indicated by TUNEL assays, immunofluorescence localization of HIF-α, CD68, BCL-2, and Grp78, and Western blot analysis for HO-1, Grp78, CHOP, caspase 3, and Nrf2. These results suggest that Cur-CQDs not only enhance cell survival and reduce inflammation but also decrease oxidative and endoplasmic reticulum stress markers. Mechanistic insights reveal that Cur-CQDs modulate pathways involved in oxidative stress, apoptosis, and inflammation, specifically through the upregulation of BCL-2 and HO-1 and the downregulation of CHOP, caspase-3, and endoplasmic reticulum stress markers. The identification of cinnamic acid-, anisole-, guaiacol, and ferulic acid-like structures on Cur-CQDs' surfaces may contribute to their superior antioxidative and anti-inflammatory activities. Collectively, these findings position Cur-CQDs as a promising approach for treating retinal IR injuries, enhancing curcumin's bioavailability and therapeutic efficacy, and paving new pathways in ocular neuroprotection research and potential clinical applications.
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Affiliation(s)
- Ming-Hui Sun
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taoyuan, 33305, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Kuan-Jen Chen
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taoyuan, 33305, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Yu-Ting Tsao
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taoyuan, 33305, Taiwan
| | - Chi-Chin Sun
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taoyuan, 33305, Taiwan
- Department of Ophthalmology, Chang Gung Memorial Hospital, Keelung, 20401, Taiwan
| | - Jui-Yang Lai
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taoyuan, 33305, Taiwan
- Department of Biomedical Engineering, Chang Gung University, Taoyuan 33302, Taiwan
- Department of Materials Engineering, Ming Chi University of Technology, New Taipei City, 24301, Taiwan
- Research Center for Chinese Herbal Medicine, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, 33303, Taiwan
| | - Chin-Jung Lin
- Institute of Analytical and Environmental Sciences, National Tsing Hua University, Hsinchu, 30013, Taiwan
| | - Yu-Fen Huang
- Institute of Analytical and Environmental Sciences, National Tsing Hua University, Hsinchu, 30013, Taiwan
| | - Chih-Ching Huang
- Department of Bioscience and Biotechnology, National Taiwan Ocean University, Keelung, 20224, Taiwan.
- Center of Excellence for the Oceans, National Taiwan Ocean University, Keelung 20224, Taiwan
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
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Luo S, Xia L, Wang Y, Tang Y, Dong J, Liu R, Feng L. Visual Deficits in Type 2 Diabetes Mellitus Without Retinopathy: From Retinal Structure to Higher-Level Visual Functions. Transl Vis Sci Technol 2025; 14:10. [PMID: 40067290 PMCID: PMC11918064 DOI: 10.1167/tvst.14.3.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 01/18/2025] [Indexed: 03/20/2025] Open
Abstract
Purpose The purpose of this study was to evaluate deficits at varying levels of visual system in diabetes without clinical retinopathy (NoDR) and to explore the optimal method for detecting early diabetic visual disorders among functional and retinal structural assessments included. Methods This cross-sectional study examined eyes by the Early Treatment of Diabetic Retinopathy Study (ETDRS) charts, visual psychophysical tests, optical coherence tomography (OCT), and OCT angiography (OCTA). Visual psychophysical metrics included grating acuity (GA), and contrast sensitivity to first-order motion stimuli (1stM), second-order contrast-modulated stationary stimuli (2ndS), and second-order motion stimuli (2ndM). Generalized linear mixed effect (GLME) models were applied to assess group effects and linear relationships between measurements. The receiver operating characteristic (ROC) analysis was utilized to identify the optimal classifier for detecting NoDR. Results Fifty-three eyes of 33 patients with NoDR and 40 eyes of 27 healthy controls were included. The NoDR group showed significant reductions in various visual functions, including ETDRS acuity, GA, 2ndS, and 2ndM (P values < 0.001), and microvascular changes in foveal vascular density (FD-300), the acircularity index (AI) of the foveal avascular zone, and the parafoveal superficial capillary plexus density (P values < 0.05). GLME models revealed these retinal variations were not significantly correlated with early diabetic visual function abnormalities. ROC analysis demonstrated the integration of GA and FD-300 (area under the curve [AUC] = 0.911) is the most effective classifier for detecting early diabetic visual dysfunctions. Conclusions In addition to retinal defects, both low- and higher-order visual function disorders along the visual pathway exist in patients with NoDR. Combining functional and structural measurements may provide more accurate assessments for detecting early diabetic visual disorders. Translational Relevance Sophisticated visual psychophysical measurements, including grating acuity and second-order function, could be applied for detecting early diabetic visual disorders.
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Affiliation(s)
- Sha Luo
- Department of Ophthalmology, First Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China
| | - Lin Xia
- Department of Ophthalmology, First Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China
| | - Yue Wang
- Department of Ophthalmology, First Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China
| | - Yong Tang
- Department of Medical Technology, Anhui Medical College, Hefei, Anhui, People's Republic of China
| | - Jiong Dong
- Department of Ophthalmology, First Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China
| | - Rong Liu
- School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, People's Republic of China
| | - Lixia Feng
- Department of Ophthalmology, First Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China
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5
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Arias-Alvarez M, Sopeña-Pinilla M, Fernandez-Espinosa G, Orduna-Hospital E, Rodriguez-Mena D, Pinilla I. Early detection of retinal dysfunction in type 1 diabetes without retinopathy using multifocal electroretinography. Sci Rep 2025; 15:6379. [PMID: 39984539 PMCID: PMC11845453 DOI: 10.1038/s41598-025-89734-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 02/07/2025] [Indexed: 02/23/2025] Open
Abstract
Diabetic retinopathy (DR) significantly impacts vision and quality of life in diabetic patients. This study aimed to evaluate multifocal electroretinogram (mfERG) changes in long-term type 1 diabetes mellitus (T1DM) patients without clinical signs of DR to detect early functional retinal alterations. A prospective observational study was conducted involving 46 eyes from 23 T1DM patients and 46 eyes from 23 age-matched healthy controls. mfERG was assessed using the RETI-port/scan21 following ISCEV protocols. T1DM patients exhibited significantly decreased mfERG response amplitude density (RAD) in all the retinal rings except R2 (R1, p = 0.003; R3, p = 0.006, R4, p = 0.023 and R5, p = 0,027) and in the inferior quadrants Q2 and Q3 (p = 0.030 and p = 0.004, respectively) compared to controls. Minimal differences in implicit time (IT) were observed between both groups. Age correlated positively with different ITs, and HbA1c showed a significant negative correlation with various RADs. T1DM patients show early retinal dysfunction, as indicated by reduced RAD in mfERG, even without clinical signs of DR. These findings highlight the importance of early functional testing and metabolic control in preventing DR progression. RAD may serve as a subclinical marker of bipolar cell and photoreceptor damage in long-term T1DM patients prior to the onset of clinical DR.
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Affiliation(s)
- Marta Arias-Alvarez
- Department of Neurophysiology, Lozano Blesa University Hospital, Zaragoza, 50009, Spain
- Aragon Institute for Health Research (IIS Aragon), Zaragoza, 50009, Spain
| | - Maria Sopeña-Pinilla
- Aragon Institute for Health Research (IIS Aragon), Zaragoza, 50009, Spain
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, 50009, Spain
| | | | - Elvira Orduna-Hospital
- Aragon Institute for Health Research (IIS Aragon), Zaragoza, 50009, Spain
- Department of Applied Physics, University of Zaragoza, Zaragoza, 50009, Spain
| | - Diego Rodriguez-Mena
- Department of Neurophysiology, Lozano Blesa University Hospital, Zaragoza, 50009, Spain
| | - Isabel Pinilla
- Aragon Institute for Health Research (IIS Aragon), Zaragoza, 50009, Spain.
- Department of Surgery, University of Zaragoza, Zaragoza, 50009, Spain.
- Department of Ophthalmology, Lozano Blesa University Hospital, Zaragoza, 50009, Spain.
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6
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Chondrozoumakis G, Chatzimichail E, Habra O, Vounotrypidis E, Papanas N, Gatzioufas Z, Panos GD. Retinal Biomarkers in Diabetic Retinopathy: From Early Detection to Personalized Treatment. J Clin Med 2025; 14:1343. [PMID: 40004872 PMCID: PMC11856754 DOI: 10.3390/jcm14041343] [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: 12/15/2024] [Revised: 02/03/2025] [Accepted: 02/11/2025] [Indexed: 02/27/2025] Open
Abstract
Diabetic retinopathy (DR) is a leading cause of vision loss globally, with early detection and intervention critical to preventing severe outcomes. This narrative review examines the role of retinal biomarkers-molecular and imaging-in improving early diagnosis, tracking disease progression, and advancing personalized treatment for DR. Key biomarkers, such as inflammatory and metabolic markers, imaging findings from optical coherence tomography and fluorescence angiography and genetic markers, provide insights into disease mechanisms, help predict progression, and monitor responses to treatments, like anti-VEGF and corticosteroids. While challenges in standardization and clinical integration remain, these biomarkers hold promise for a precision medicine approach that could transform DR management through early, individualized care.
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Affiliation(s)
| | | | - Oussama Habra
- Department of Ophthalmology, University Hospital of Basel, 4031 Basel, Switzerland
| | | | - Nikolaos Papanas
- Diabetes Centre, Second Department of Internal Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Zisis Gatzioufas
- Department of Ophthalmology, University Hospital of Basel, 4031 Basel, Switzerland
| | - Georgios D. Panos
- First Department of Ophthalmology, AHEPA University Hospital, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
- Division of Ophthalmology & Visual Sciences, School of Medicine, University of Nottingham, Nottingham NG7 2UH, UK
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7
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Neveu MM, Chong V, Empeslidis T, Scholl HPN, Robson AG. Electrodiagnostic Tests as Potential Efficacy Endpoints in Clinical Trials of Novel Pharmacological Therapies for Acquired Retinal Disorders. Ophthalmic Res 2025; 68:169-186. [PMID: 39980175 DOI: 10.1159/000544702] [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: 11/21/2024] [Accepted: 01/29/2025] [Indexed: 02/22/2025]
Abstract
BACKGROUND Electrodiagnostic tests (EDTs) provide non-invasive, objective, and measurable indications of retinal and visual pathway function. These hold the promise of evaluating drug efficacy and disease progression over shorter periods than traditional "end-stage" outcome measures (e.g., best-corrected visual acuity) in various ophthalmological pathologies. The International Society for Clinical Electrophysiology of Vision has defined rigorous standards for EDTs, intended to optimize diagnostic power, enabling meaningful inter-laboratory comparisons and facilitating application as outcome measures in increasing numbers of multicentre clinical trials. SUMMARY This review outlines the main EDTs, including full-field, pattern, and multifocal electroretinography; the electro-oculogram; and the cortical visual-evoked potential, and highlights the possible role for monitoring disease progression and assessing treatment safety and efficacy. The utility and potential of EDTs are highlighted in studies that have assessed function and tested or monitored treatment safety or efficacy for a range of acquired retinal and optic nerve disorders, including central retinal vein occlusion, diabetic retinopathy, glaucoma, age-related macular degeneration, posterior uveitis, and autoimmune-related retinopathies. KEY MESSAGES EDTs are fundamental to the diagnosis and phenotyping of many acquired retinal and visual pathway disorders. They also provide methods for the objective assessment of the efficacy and safety of potential novel treatments across short periods. Conventional psychophysical tests, such as visual acuity, are of limited value in localizing and characterizing dysfunction and are not always suitable for monitoring purposes. This review highlights where EDTs may address the need for better outcome measures to evaluate novel treatments within clinical trials, helping to select early treatment candidates and for the assessment of safety and efficacy.
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Affiliation(s)
- Magella M Neveu
- Department of Electrophysiology, Moorfields Eye Hospital, London, UK
- Institute of Ophthalmology, University College London, London, UK
| | - Victor Chong
- Institute of Ophthalmology, University College London, London, UK
| | - Theo Empeslidis
- Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Hendrik P N Scholl
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
- Pallas Kliniken AG, Zürich, Switzerland
- European Vision Institute, Basel, Switzerland
| | - Anthony G Robson
- Department of Electrophysiology, Moorfields Eye Hospital, London, UK
- Institute of Ophthalmology, University College London, London, UK
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García DM. Retinal physiology in metabolic syndrome. ADVANCES IN GENETICS 2025; 113:76-101. [PMID: 40409801 DOI: 10.1016/bs.adgen.2024.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2025]
Abstract
Obesity is increasingly recognized not only for its systemic health impacts but also for its association with visual defects and eye diseases. This chapter explores the relationship between obesity and ocular health, highlighting the mechanisms by which metabolic dysregulation influences visual outcomes. Obesity exacerbates risk factors such as hypertension, dyslipidemia, and insulin resistance, which compromise retinal and optic nerve health. Conditions like diabetic retinopathy, age-related macular degeneration, and glaucoma are discussed in the context of obesity-related inflammation, oxidative stress, and altered vascular function, focusing on the retina as one of the body's most metabolically demanding tissues. Key pathways include adipose-derived cytokines that disrupt retinal homeostasis, and the effects of insulin resistance on retinal cells and vasculature. Furthermore, this chapter covers emerging evidence on the advances of genetic factors linking diabetic retinopathy to retinal impairments. By elucidating these interactions, we aim to provide insight into preventive and therapeutic strategies that could mitigate vision loss among individuals with obesity.
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Affiliation(s)
- David Meseguer García
- Laboratory of Neurovascular Control of Homeostasis, Department of Cellular and Molecular Physiology, Yale School of Medicine, New Haven, CT, United States.
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Akyuz E, Aslan FS, Hekimoglu A, Yilmaz BN. Insights Into Retinal Pathologies in Neurological Disorders: A Focus on Parkinson's Disease, Multiple Sclerosis, Amyotrophic Lateral Sclerosis, and Alzheimer's Disease. J Neurosci Res 2025; 103:e70006. [PMID: 39737769 DOI: 10.1002/jnr.70006] [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: 09/23/2023] [Revised: 09/10/2024] [Accepted: 11/24/2024] [Indexed: 01/01/2025]
Abstract
Neurological diseases are central nervous system (CNS) disorders affecting the whole body. Early diagnosis of the diseases is difficult due to the lack of disease-specific tests. Adding new biomarkers external to the CNS facilitates the diagnosis of neurological diseases. In this respect, the retina has a common embryologic origin with the CNS. Retinal imaging technologies including optical coherence tomography (OCT) can be used in the understanding and processual monitoring of neurological diseases. Retinal imaging has been recently recognized as a potential source of biomarkers for neurological diseases, increasing the number of studies in this direction. In this review, the association of retinal abnormalities with Parkinson's disease (PD), multiple sclerosis (MS), amyotrophic lateral sclerosis (ALS), and Alzheimer's disease (AD) is explained. Structural and functional abnormalities in retina as a predictive marker may facilitate early diagnosis of diseases. Although not all retinal abnormalities are predictive of neurologic diseases, changes in the retinal layers including retinal pigment epithelium and plexiform layers should suggest the risk of PD, MS, ALS, and AD.
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Affiliation(s)
- Enes Akyuz
- Department of Biophysics, International School of Medicine, University of Health Science, Istanbul, Turkey
| | | | | | - Beyza Nur Yilmaz
- International School of Medicine, University of Health Sciences, Istanbul, Turkey
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10
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Rajagopal R, Kern T. Clinical Evidence of a Photoreceptor Origin in Diabetic Retinal Disease. OPHTHALMOLOGY SCIENCE 2025; 5:100591. [PMID: 39328824 PMCID: PMC11426126 DOI: 10.1016/j.xops.2024.100591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2024] [Revised: 07/25/2024] [Accepted: 07/29/2024] [Indexed: 09/28/2024]
Abstract
Clinical Relevance Although diabetes is associated with a classic microvascular disease of the retina, it is also increasingly being recognized as a cause of retinal neuropathy. Preclinical evidence suggests that retinal neuropathy in diabetes manifests in part as photoreceptor dysfunction, preceding the development of vascular features in experimental models. It remains unknown whether such findings are relevant to patients with diabetes. Methods Here, we review 4 lines of clinical evidence suggesting that diabetes-associated photoreceptor pathology is linked to the development of retinal microvascular disease. Results First, a major population-based investigation of susceptibility loci for diabetic retinopathy (DR) implicated a photoreceptor protein product as a protective factor. Next, electroretinography and other studies of visual function collectively show that rod and/or cone-derived abnormalities occur decades before the development of vascular features of DR. Third, protection from DR seemingly develops in patients with coincident retinitis pigmentosa, as suggested by several case series. Finally, based on anatomic features, we propose that the beneficial effect of macular laser in DR occurs via ablation of diseased photoreceptors. Conclusions The evidence we present is limited due to the small patient populations used in the studies we cite and due to the lack of methodologies that allow causative relationships to be inferred. Collectively, however, these clinical observations suggest that photoreceptors are involved in early diabetic retinal disease and may in fact give rise to the classic features of DR. Financial Disclosures Proprietary or commercial disclosures may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Rithwick Rajagopal
- John F. Hardesty, MD, Department of Ophthalmology and Visual Sciences, Washington University School of Medicine, Saint Louis, Missouri
| | - Timothy Kern
- Department of Ophthalmology, Gavin Herbert Eye Institute, University of California Irvine, Irvine, California
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11
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Duffy BV, Castellanos-Canales D, Decker NL, Lee HJA, Yamaguchi TC, Pearce E, Fawzi AA. Foveal Avascular Zone Enlargement Correlates with Visual Acuity Decline in Patients with Diabetic Retinopathy. Ophthalmol Retina 2024:S2468-6530(24)00592-X. [PMID: 39675475 DOI: 10.1016/j.oret.2024.12.015] [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: 07/09/2024] [Revised: 11/28/2024] [Accepted: 12/10/2024] [Indexed: 12/17/2024]
Abstract
PURPOSE The foveal avascular zone (FAZ) area has been explored as a measure of macular ischemia in diabetic retinopathy (DR) but is limited by its wide variability even in healthy individuals. We hypothesized that FAZ enlargement, defined as the difference between the functional FAZ (on OCT angiography [OCTA]) and structural FAZ (on en face OCT), may be a more accurate metric of macular ischemia. In this study, we test the hypothesis that FAZ enlargement is associated with decreased best-corrected visual acuity (BCVA) and low-luminance visual acuity (LLVA) and performs better than the functional FAZ as a marker of vision loss. DESIGN Cross-sectional study. SUBJECTS Patients with diabetes mellitus (DM) and a wide range of DR severity. METHODS For 264 eyes from 174 patients, we measured BCVA and LLVA using ETDRS letter scores. Averaged en face OCT and OCTA scans identified structural and functional FAZ areas, respectively. Spearman's ρ quantified relationships between FAZ enlargement and visual acuity, which were further assessed with linear mixed-effects models that accounted for potential confounders, which were identified using univariate analysis. MAIN OUTCOME MEASURES Relationship between FAZ enlargement (or functional FAZ area) and visual function. RESULTS Age, axial length, lens status (phakic or pseudophakic), hypertensive status, ischemic heart disease, cerebrovascular disease, renal disease, dyslipidemia, DR severity, and functional FAZ area correlated with BCVA on univariate analysis. Age, body mass index, hypertension, ischemic heart disease, renal disease, dyslipidemia, smoking status, DR severity, and functional FAZ area correlated with LLVA on univariate analysis. Foveal avascular zone enlargement demonstrated a weak negative correlation with BCVA (ρ = -0.364, P < 0.001) and LLVA (ρ = -0.306, P < 0.001), which remained significant in mixed-effects regression analysis. Functional FAZ area was not a significant predictor of BCVA or LLVA in models where FAZ enlargement was also included as a predictor. Model comparison using analysis of variance indicated that inclusion of FAZ enlargement improved the prediction of BCVA (chi-square = 5.62, P = 0.018) and LLVA (chi-square = 4.99, P = 0.025). CONCLUSIONS Foveal avascular zone enlargement performed better than the functional FAZ providing an improved imaging metric of the influence of foveal ischemia on vision impairment in DR. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Brandon V Duffy
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | | | - Nicole L Decker
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Hunter Jung-Ah Lee
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | | | - Elizabeth Pearce
- Institute of Ophthalmology, University College London, London, United Kingdom
| | - Amani A Fawzi
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.
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12
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Polat Gültekin B, Hamurcu M. Evaluation of optical coherence tomography angiography and pattern and flash electroretinography in diabetes mellitus without retinopathy. Ann Med 2024; 56:2397573. [PMID: 39233610 PMCID: PMC11378657 DOI: 10.1080/07853890.2024.2397573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 11/27/2023] [Accepted: 04/21/2024] [Indexed: 09/06/2024] Open
Abstract
PURPOSE To evaluate the findings and the correlation of optical coherence tomography angiography and pattern and flash electroretinography in diabetes mellitus without retinopathy. METHODS Seventy-six eyes of 38 diabetic patients and age- and gender-matched control subjects were included in the study. The foveal avascular zone (FAZ), whole, foveal, parafoveal and perifoveal vascular densities of the superficial capillary plexus (SCP), deep capillary plexus (DCP) and choriocapillary plexus (CCP) layers were analyzed using optical coherence tomography angiography (OCTA). The amplitudes and implicit times of P50 and N95 waves of the pattern ERG (pERG) and the amplitudes and implicit times of the scotopic and photopic b-waves and oscillatory potentials (OP) of the flash ERG (fERG) tests were evaluated using the Metrovision brand monpack model device. RESULTS The mean age of the patients was 59.7 ± 7.9 [range 43-79] years. Eighteen (47%) of the patients were female and 20 (53%) were male. The mean duration of diabetes was 7.45 ± 6.2 [range 1-20] years. No significant difference in FAZ area was found between study subjects and controls. Vascular density (VD) values of the superficial capillary plexus (SCP) layer were significantly lower (whole VD, 44.7 ± 3.3 vs. 46.6 ± 3.2%, p = 0.01, foveal VD 16.8 ± 6.4 vs. 24.9 ± 6.1%, p < 0.01, parafoveal VD 45.6 ± 4.5 vs. 47.1 ± 4.4%, p = 0.27 and perifoveal VD 45.5 ± 3.3 vs. 47.3 ± 3.1%, p = 0.01, respectively) in the diabetic group except the parafoveal area. VD measurements in deep and choriocapillary plexuses did not significantly differ between the groups (p > 0.05). ERG tests revealed significantly lower scotopic b-wave amplitudes (130.2 ± 39.3 µV vs.163.3 ± 47.8 µV, p < 0.01) and photopic b-wave amplitudes (83.2 ± 20.7 µV vs. 99.6 ± 29.4 µV, p < 0.01) in the diabetic patients. The implicit time of the photopic responses was significantly prolonged (28.9 ± 1.3 ms vs. 27.8 ± 2.1 ms, p = 0.01) in the patients. Oscillatory potentials in all components consisting of O1 to O4 and the sum of the OP potentials were lower in the diabetic group than the control subjects (p < 0.001). The P50 and N95 amplitudes and implicit times were comparable between the groups (p > 0.05). Correlation analysis showed a positive correlation between N95 amplitudes in pERG and the superficial vessel densities in OCTA (r = 0.26, p = 0.04). A negative correlation was found between photopic implicit times in fERG and the choriocapillary vessel densities (r=-0.27, p = 0.03). CONCLUSION OCTA revealed decreased superficial vascular densities with the onset of the metabolic process of diabetes mellitus. As a result of these structural changes, lower scotopic and photopic amplitudes, decreased OP amplitudes, and prolonged implicit times in flash ERG were obtained.
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Affiliation(s)
| | - Mualla Hamurcu
- Ankara Bilkent City Hospital Ophthalmology Clinic, Ankara, Turkey
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13
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Antonetti DA, Lin CM, Shanmugam S, Hager H, Cao M, Liu X, Dreffs A, Habash A, Abcouwer SF. Diabetes Renders Photoreceptors Susceptible to Retinal Ischemia-Reperfusion Injury. Invest Ophthalmol Vis Sci 2024; 65:46. [PMID: 39570639 PMCID: PMC11585066 DOI: 10.1167/iovs.65.13.46] [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: 08/23/2024] [Accepted: 11/03/2024] [Indexed: 11/22/2024] Open
Abstract
Purpose Studies have suggested that photoreceptors (PR) are altered by diabetes, contributing to diabetic retinopathy (DR) pathology. Here, we explored the effect of diabetes on retinal ischemic injury. Methods Retinal ischemia-reperfusion (IR) injury was caused by elevation of intraocular pressure in 10-week-old BKS db/db type 2 diabetes mellitus (T2DM) mice or C57BL/6J mice at 4 or 12 weeks after streptozotocin (STZ)-induced type 1 diabetes mellitus (T1DM), and respective nondiabetic controls. Retinal neurodegeneration was evaluated by retinal layer thinning, TUNEL staining, and neuron loss. Vascular permeability was evaluated as retinal accumulation of circulating fluorescent albumin. The effects of pretreatment with a sodium-glucose co-transporter (SGLT1/2) inhibitor, phlorizin, were examined. Results Nondiabetic control mice exhibited no significant outer retinal layer thinning or PR loss after IR injury. In contrast, db/db mice exhibited significant outer retina thinning (49%, P < 0.0001), loss of PR nuclei (45%, P < 0.05) and inner segment (IS) length decline (45%, P < 0.0001). STZ-induced diabetic mice at 4 weeks showed progressive thinning of the outer retina (55%, by 14 days, P < 0.0001) and 4.3-fold greater number of TUNEL+ cells in the outer nuclear layer (ONL) than injured retinas of control mice (P < 0.0001). After 12 weeks of diabetes, the retinas exhibited similar outer layer thinning and PR loss after IR. Diabetes also delayed restoration of the blood-retinal barrier after IR injury. Phlorizin reduced outer retinal layer thinning from 49% to 3% (P < 0.0001). Conclusions Diabetes caused PR to become highly susceptible to IR injury. The ability of phlorizin pretreatment to block outer retinal thinning after IR suggests that the effects of diabetes on PR are readily reversible.
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Affiliation(s)
- David A. Antonetti
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan, United States
| | - Cheng-Mao Lin
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
| | - Sumathi Shanmugam
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
| | - Heather Hager
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
| | - Manjing Cao
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
- Department of Ophthalmology, Shanghai General Hospital (Shanghai First People's Hospital), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xuwen Liu
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
| | - Alyssa Dreffs
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
| | - Adam Habash
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
| | - Steven F. Abcouwer
- Department of Ophthalmology and Visual Sciences, University of Michigan, Michigan Medicine, Kellogg Eye Center, Ann Arbor, Michigan, United States
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Zhou H, Yang RK, Li Q, Li Z, Wang YC, Li SY, Miao Y, Sun XH, Wang Z. MicroRNA-146a-5p protects retinal ganglion cells through reducing neuroinflammation in experimental glaucoma. Glia 2024; 72:2115-2141. [PMID: 39041109 DOI: 10.1002/glia.24600] [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: 01/30/2024] [Revised: 06/27/2024] [Accepted: 07/15/2024] [Indexed: 07/24/2024]
Abstract
Neuroinflammation plays important roles in retinal ganglion cell (RGC) degeneration in glaucoma. MicroRNA-146 (miR-146) has been shown to regulate inflammatory response in neurodegenerative diseases. In this study, whether and how miR-146 could affect RGC injury in chronic ocular hypertension (COH) experimental glaucoma were investigated. We showed that in the members of miR-146 family only miR-146a-5p expression was upregulated in COH retinas. The upregulation of miR-146a-5p was observed in the activated microglia and Müller cells both in primary cultured conditions and in COH retinas, but mainly occurred in microglia. Overexpression of miR-146a-5p in COH retinas reduced the levels pro-inflammatory cytokines and upregulated the levels of anti-inflammatory cytokines, which were further confirmed in the activated primary cultured microglia. Transfection of miR-146a-5p mimic increased the percentage of anti-inflammatory phenotype in the activated BV2 microglia, while transfection of miR-146a-5p inhibitor resulted in the opposite effects. Transfection of miR-146a-5p mimic/agomir inhibited the levels of interleukin-1 receptor associated kinase (IRAK1) and TNF receptor associated factor 6 (TRAF6) and phosphorylated NF-κB subunit p65. Dual luciferase reporter gene assay confirmed that miR-146a-5p could directly target IRAK1 and TRAF6. Moreover, downregulation of IRAK1 and TRAF6 by siRNA techniques or blocking NF-κB by SN50 in cultured microglia reversed the miR-146a-5p inhibitor-induced changes of inflammatory cytokines. In COH retinas, overexpression of miR-146a-5p reduced RGC apoptosis, increased RGC survival, and partially rescued the amplitudes of photopic negative response. Our results demonstrate that overexpression of miR-146a-5p attenuates RGC injury in glaucoma by reducing neuroinflammation through downregulating IRAK1/TRAF6/NF-κB signaling pathway in microglia.
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Affiliation(s)
- Han Zhou
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
| | - Rui-Kang Yang
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
| | - Qian Li
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, NHC Key Laboratory of Myopia, Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai, China
| | - Zhen Li
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
| | - Yong-Chen Wang
- Institute of Neuroscience and Third Affiliated Hospital, Zhengzhou University, Zhengzhou, China
| | - Shu-Ying Li
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
| | - Yanying Miao
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
| | - Xing-Huai Sun
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, NHC Key Laboratory of Myopia, Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai, China
| | - Zhongfeng Wang
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
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15
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Grad J, Hatamnejad A, Pattathil N, Golding J, Choudhry N. Photoreceptor Characteristics in Diabetic Retinopathy vs Controls Using Adaptive Optics Imaging: Systematic Review. JOURNAL OF VITREORETINAL DISEASES 2024:24741264241286682. [PMID: 39539836 PMCID: PMC11556365 DOI: 10.1177/24741264241286682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Purpose: To assess the differences in morphological photoreceptor outcomes measured using adaptive optics (AO)-assisted imaging between individuals with diabetes or prediabetes and healthy controls. Methods: A systematic search was conducted across MEDLINE, Embase, and Cochrane databases from January 2000 to June 2023. Studies that used AO-assisted imaging modalities to quantitatively compare photoreceptor outcomes in patients with diabetes or prediabetes with healthy controls were included. Results: Eleven studies consisting of 551 eyes were included. Most studies reported significant differences in photoreceptor outcomes between diabetic and healthy populations, particularly as diabetic retinopathy (DR) severity increased. Cone regularity was the most sensitive parameter for detecting significant differences between groups. AO imaging was less reliable in distinguishing individuals with diabetes without DR or with mild DR severity from controls. Conclusions: AO imaging showed promise in detecting significant differences associated with diabetes and DR, in particular with increasing disease severity. Further research is warranted to assess AO's utility as a diabetes and DR screening tool. Standardizing imaging protocols in future studies is recommended to allow for more direct quantitative comparisons. These findings highlight the current evidence on photoreceptor changes in patients with diabetes and the potential of AO in advancing diabetic eye care.
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Affiliation(s)
- Justin Grad
- Michael DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | - Amin Hatamnejad
- Michael DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | | | - John Golding
- Vitreous Retina Macula Specialists of Toronto, Etobicoke, ON, Canada
| | - Netan Choudhry
- Vitreous Retina Macula Specialists of Toronto, Etobicoke, ON, Canada
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON, Canada
- Cleveland Clinic Canada, Toronto, ON, Canada
- Retina Consultants of Texas, Blanton Eye Institute, Houston Methodist Hospital, Houston, TX, USA
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16
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Fernández-Espinosa G, Orduna-Hospital E, Sopeña-Pinilla M, Arias-Álvarez M, Boned-Murillo A, Díaz-Barreda MD, Sánchez-Cano A, Pinilla I. Tracking Macular Sensitivity and Inner Retinal Thickness in Long-Term Type 1 Diabetes: A Five-Year Prospective Examination in Patients without Diabetic Retinopathy. Life (Basel) 2024; 14:1152. [PMID: 39337935 PMCID: PMC11433480 DOI: 10.3390/life14091152] [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: 07/23/2024] [Revised: 09/05/2024] [Accepted: 09/11/2024] [Indexed: 09/30/2024] Open
Abstract
The aim of the study is to compare macular sensitivity and retinal thickness in patients with long-term type 1 diabetes mellitus (DM1) without diabetic retinopathy (DR) after 5 years of follow-up. Thirty-two eyes from 32 long-term DM1 patients without DR were included. All participants underwent a complete ophthalmological examination, including microperimetry and spectral domain optical coherence tomography (SD-OCT). The data were compared with results from 5 years prior. The mean age of the DM1 patients was 43.19 ± 10.17 years, with a mean disease duration of 29.84 ± 8.98 years and good glycemic control. In 2023, patients exhibited a significantly worse best corrected visual acuity (BCVA) compared to 2018 (p < 0.001). DM1 patients did not show statistically significant changes in macular sensitivity over the 5-year follow-up period. Macular integrity showed significant differences between the two time points (p = 0.045). Retinal thickness showed significant differences, particularly in inner retinal layers (IRL) across most of the ETDRS areas. Long-term DM1 patients without DR lesions showed worsened macular integrity and a lower BCVA in 2023. Additionally, they displayed significant alterations in retinal thicknesses, especially in the IRL, between 2018 and 2023. These findings suggest that even in the absence of visible DR, long-term DM1 patients may experience subclinical retinal changes and functional deterioration over time, highlighting the importance of regular monitoring for the early detection and management of potential complications.
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Affiliation(s)
| | - Elvira Orduna-Hospital
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Applied Physics, University of Zaragoza, 50009 Zaragoza, Spain
| | - María Sopeña-Pinilla
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Ophthalmology, Miguel Servet University Hospital, 50009 Zaragoza, Spain
| | - Marta Arias-Álvarez
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Neurophysiology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
| | - Ana Boned-Murillo
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Ophthalmology Mediterranean Foundation (FOM), 46015 Valencia, Spain
| | - María Dolores Díaz-Barreda
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Ophthalmology, Virgen de la Luz Hospital, 16002 Cuenca, Spain
| | - Ana Sánchez-Cano
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Applied Physics, University of Zaragoza, 50009 Zaragoza, Spain
| | - Isabel Pinilla
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Ophthalmology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
- Department of Surgery, University of Zaragoza, 50009 Zaragoza, Spain
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17
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Hartnett ME, Fickweiler W, Adamis AP, Brownlee M, Das A, Duh EJ, Feener EP, King G, Kowluru R, Luhmann UF, Storti F, Wykoff CC, Aiello LP. Rationale of Basic and Cellular Mechanisms Considered in Updating the Staging System for Diabetic Retinal Disease. OPHTHALMOLOGY SCIENCE 2024; 4:100521. [PMID: 39006804 PMCID: PMC11245984 DOI: 10.1016/j.xops.2024.100521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 03/12/2024] [Accepted: 03/18/2024] [Indexed: 07/16/2024]
Abstract
Purpose Hyperglycemia is a major risk factor for early lesions of diabetic retinal disease (DRD). Updating the DRD staging system to incorporate relevant basic and cellular mechanisms pertinent to DRD is necessary to better address early disease, disease progression, the use of therapeutic interventions, and treatment effectiveness. Design We sought to review preclinical and clinical evidence on basic and cellular mechanisms potentially pertinent to DRD that might eventually be relevant to update the DRD staging system. Participants Not applicable. Methods The Basic and Cellular Mechanisms Working Group (BCM-WG) of the Mary Tyler Moore Vision Initiative carefully and extensively reviewed available preclinical and clinical evidence through multiple iterations and classified these. Main Outcome Measures Classification was made into evidence grids, level of supporting evidence, and anticipated future relevance to DRD. Results A total of 40 identified targets based on pathophysiology and other parameters for DRD were grouped into concepts or evaluated as specific candidates. VEGFA, peroxisome proliferator-activated receptor-alpha related pathways, plasma kallikrein, and angiopoietin 2 had strong agreement as promising for use as biomarkers in diagnostic, monitoring, predictive, prognostic, and pharmacodynamic responses as well as for susceptibility/risk biomarkers that could underlie new assessments and eventually be considered within an updated DRD staging system or treatment, based on the evidence and need for research that would fit within a 2-year timeline. The BCM-WG found there was strong reason also to pursue the following important concepts regarding scientific research of DRD acknowledging their regulation by hyperglycemia: inflammatory/cytokines, oxidative signaling, vasoprotection, neuroprotection, mitophagy, and nutrients/microbiome. Conclusion Promising targets that might eventually be considered within an updated DRD staging system or treatment were identified. Although the BCM-WG recognizes that at this stage little can be incorporated into a new DRD staging system, numerous potential targets and important concepts deserve continued support and research, as they may eventually serve as biomarkers and/or therapeutic targets with measurable benefits to patients with diabetes. Financial Disclosures Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- M. Elizabeth Hartnett
- Department of Ophthalmology, Byers Eye Institute of Stanford University, Palo Alto, California
| | - Ward Fickweiler
- Research Division, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts
| | - Anthony P. Adamis
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Michael Brownlee
- Departments of Medicine and Pathology, Einstein Diabetes Research Center, Albert Einstein College of Medicine, Bronx, New York
| | - Arup Das
- Department of Surgery, University of New Mexico School of Medicine, Albuquerque, New Mexico
| | - Elia J. Duh
- Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Edward P. Feener
- Research Division, KalVista Pharmaceuticals, Inc, Cambridge, Massachusetts
| | - George King
- Research Division, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Renu Kowluru
- Department of Ophthalmology, Visual & Anatomical Sciences, Wayne State University, Detroit, Michigan
| | - Ulrich F.O. Luhmann
- Roche Pharmaceutical Research and Early Development, Translational Medicine Ophthalmology, Roche Innovation Center Basel, Basel, Switzerland
| | - Federica Storti
- Roche Pharmaceutical Research and Early Development, Translational Medicine Ophthalmology, Roche Innovation Center Basel, Basel, Switzerland
| | - Charles C. Wykoff
- Ophthalmology, Retina Consultants of Texas, Houston, Texas
- Blanton Eye Institute, Houston Methodist Hospital, Houston, Texas
| | - Lloyd Paul Aiello
- Research Division, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts
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18
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Jung KI, Kim JH, Han JS, Park CK. Exploring Neuroprotective Effects of Topical Brimonidine in Experimental Diabetic Retinopathy. In Vivo 2024; 38:1609-1620. [PMID: 38936912 PMCID: PMC11215565 DOI: 10.21873/invivo.13611] [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: 02/19/2024] [Revised: 04/09/2024] [Accepted: 04/11/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND/AIM Diabetic retinopathy is a leading cause of blindness worldwide, characterized by neurovascular dysfunction. This study aimed to investigate the impact of brimonidine, a selective adrenoceptor agonist, on diabetic retinal neurodegeneration, recognizing the critical role of neurodegeneration in diabetic retinopathy. MATERIALS AND METHODS Streptozotocin-induced diabetes was established in adult male Sprague-Dawley rats to mimic diabetic retinopathy. Rats, except non-diabetic control rats, received topical applications of 0.15% brimonidine tartrate (treatment group) or balanced salt solution (diabetic control group) twice daily following diabetes induction. Each group comprised six randomly assigned animals. Retinal samples were analyzed using immunofluorescence staining, apoptosis assay, and western blot. RESULTS Topical brimonidine treatment reduced apoptosis of retinal ganglion cells at 8 weeks after induction of diabetes (p<0.05). Glial activation induced by diabetes was reduced by brimonidine treatment. Immunoblot and immunofluorescence assay revealed that the decrease in phospho- protein kinase B (AKT) level resulting from diabetes was also attenuated by brimonidine (p<0.05). Furthermore, brimonidine alleviated the decrease in anti-apoptotic proteins [BCL2 apoptosis regulator (BCL2) and BCL-xl] induced by diabetes (p<0.05). Elevation of phospho-p38 mitogen-activated protein kinase (p38MAPK) and p53 in diabetic rats were reduced by brimonidine (p<0.05). Additionally, brimonidine treatment attenuated the upregulation of the pro-apoptotic molecule BCL-2 associated X in retinas of diabetic rats (p<0.05). CONCLUSION These findings suggest that topical brimonidine treatment may protect retinal ganglion cells in experimental diabetes by modulating the AKT pathway and reducing pro-apoptotic p38MAPK levels. This presents a potential neuroprotective approach in diabetes, offering the advantage of localized treatment without the added burden of oral medication.
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Affiliation(s)
- Kyoung In Jung
- Department of Ophthalmology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jie Hyun Kim
- Department of Ophthalmology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jeong-Sun Han
- Department of Ophthalmology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Chan Kee Park
- Department of Ophthalmology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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19
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Hein M, Qambari H, An D, Balaratnasingam C. Current understanding of subclinical diabetic retinopathy informed by histology and high-resolution in vivo imaging. Clin Exp Ophthalmol 2024; 52:464-484. [PMID: 38363022 DOI: 10.1111/ceo.14363] [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: 10/30/2023] [Revised: 01/21/2024] [Accepted: 01/26/2024] [Indexed: 02/17/2024]
Abstract
The escalating incidence of diabetes mellitus has amplified the global impact of diabetic retinopathy. There are known structural and functional changes in the diabetic retina that precede the fundus photography abnormalities which currently are used to diagnose clinical diabetic retinopathy. Understanding these subclinical alterations is important for effective disease management. Histology and high-resolution clinical imaging reveal that the entire neurovascular unit, comprised of retinal vasculature, neurons and glial cells, is affected in subclinical disease. Early functional manifestations are seen in the form of blood flow and electroretinography disturbances. Structurally, there are alterations in the cellular components of vasculature, glia and the neuronal network. On clinical imaging, changes to vessel density and thickness of neuronal layers are observed. How these subclinical disturbances interact and ultimately manifest as clinical disease remains elusive. However, this knowledge reveals potential early therapeutic targets and the need for imaging modalities that can detect subclinical changes in a clinical setting.
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Affiliation(s)
- Martin Hein
- Physiology and Pharmacology Group, Lions Eye Institute, Perth, Western Australia, Australia
- Centre for Ophthalmology and Visual Science, University of Western Australia, Perth, Western Australia, Australia
| | - Hassanain Qambari
- Physiology and Pharmacology Group, Lions Eye Institute, Perth, Western Australia, Australia
- Centre for Ophthalmology and Visual Science, University of Western Australia, Perth, Western Australia, Australia
| | - Dong An
- Physiology and Pharmacology Group, Lions Eye Institute, Perth, Western Australia, Australia
- Centre for Ophthalmology and Visual Science, University of Western Australia, Perth, Western Australia, Australia
| | - Chandrakumar Balaratnasingam
- Physiology and Pharmacology Group, Lions Eye Institute, Perth, Western Australia, Australia
- Centre for Ophthalmology and Visual Science, University of Western Australia, Perth, Western Australia, Australia
- Department of Ophthalmology, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia
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20
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Appell MB, Pejavar J, Pasupathy A, Rompicharla SVK, Abbasi S, Malmberg K, Kolodziejski P, Ensign LM. Next generation therapeutics for retinal neurodegenerative diseases. J Control Release 2024; 367:708-736. [PMID: 38295996 PMCID: PMC10960710 DOI: 10.1016/j.jconrel.2024.01.063] [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: 08/14/2023] [Revised: 01/05/2024] [Accepted: 01/28/2024] [Indexed: 02/13/2024]
Abstract
Neurodegenerative diseases affecting the visual system encompass glaucoma, macular degeneration, retinopathies, and inherited genetic disorders such as retinitis pigmentosa. These ocular pathologies pose a serious burden of visual impairment and blindness worldwide. Current treatment modalities include small molecule drugs, biologics, or gene therapies, most of which are administered topically as eye drops or as injectables. However, the topical route of administration faces challenges in effectively reaching the posterior segment and achieving desired concentrations at the target site, while injections and implants risk severe complications, such as retinal detachment and endophthalmitis. This necessitates the development of innovative therapeutic strategies that can prolong drug release, deliver effective concentrations to the back of the eye with minimal systemic exposure, and improve patient compliance and safety. In this review, we introduce retinal degenerative diseases, followed by a discussion of the existing clinical standard of care. We then delve into detail about drug and gene delivery systems currently in preclinical and clinical development, including formulation and delivery advantages/drawbacks, with a special emphasis on potential for clinical translation.
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Affiliation(s)
- Matthew B Appell
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Jahnavi Pejavar
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Ashwin Pasupathy
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Sri Vishnu Kiran Rompicharla
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Saed Abbasi
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Kiersten Malmberg
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Patricia Kolodziejski
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Laura M Ensign
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21231, USA; Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Departments of Gynecology and Obstetrics, Biomedical Engineering, Oncology, and Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA.
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21
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Hughes-Cano JA, Quiroz-Mercado H, Hernández-Zimbrón LF, García-Franco R, Rubio Mijangos JF, López-Star E, García-Roa M, Lansingh VC, Olivares-Pinto U, Thébault SC. Improved predictive diagnosis of diabetic macular edema based on hybrid models: An observational study. Comput Biol Med 2024; 170:107979. [PMID: 38219645 DOI: 10.1016/j.compbiomed.2024.107979] [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: 08/09/2023] [Revised: 12/11/2023] [Accepted: 01/08/2024] [Indexed: 01/16/2024]
Abstract
Diabetic Macular Edema (DME) is the most common sight-threatening complication of type 2 diabetes. Optical Coherence Tomography (OCT) is the most useful imaging technique to diagnose, follow up, and evaluate treatments for DME. However, OCT exam and devices are expensive and unavailable in all clinics in low- and middle-income countries. Our primary goal was therefore to develop an alternative method to OCT for DME diagnosis by introducing spectral information derived from spontaneous electroretinogram (ERG) signals as a single input or combined with fundus that is much more widespread. Baseline ERGs were recorded in 233 patients and transformed into scalograms and spectrograms via Wavelet and Fourier transforms, respectively. Using transfer learning, distinct Convolutional Neural Networks (CNN) were trained as classifiers for DME using OCT, scalogram, spectrogram, and eye fundus images. Input data were randomly split into training and test sets with a proportion of 80 %-20 %, respectively. The top performers for each input type were selected, OpticNet-71 for OCT, DenseNet-201 for eye fundus, and non-evoked ERG-derived scalograms, to generate a combined model by assigning different weights for each of the selected models. Model validation was performed using a dataset alien to the training phase of the models. None of the models powered by mock ERG-derived input performed well. In contrast, hybrid models showed better results, in particular, the model powered by eye fundus combined with mock ERG-derived information with a 91 % AUC and 86 % F1-score, and the model powered by OCT and mock ERG-derived scalogram images with a 93 % AUC and 89 % F1-score. These data show that the spontaneous ERG-derived input adds predictive value to the fundus- and OCT-based models to diagnose DME, except for the sensitivity of the OCT model which remains the same. The inclusion of mock ERG signals, which have recently been shown to take only 5 min to record in daylight conditions, therefore represents a potential improvement over existing OCT-based models, as well as a reliable and cost-effective alternative when combined with the fundus, especially in underserved areas, to predict DME.
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Affiliation(s)
- J A Hughes-Cano
- Laboratorio de Investigación Traslacional en Salud Visual, Instituto de Neurobiología, Universidad Nacional Autónoma de México (UNAM), Campus Juriquilla, Querétaro, Mexico
| | - H Quiroz-Mercado
- Research Department, Asociación Para Evitar la Ceguera, Mexico City, Mexico
| | | | - R García-Franco
- Instituto Mexicano de Oftalmología (IMO), I.A.P., Circuito Exterior Estadio Corregidora Sn, Centro Sur, 76090 Santiago de Querétaro, Querétaro, Mexico
| | - J F Rubio Mijangos
- Instituto Mexicano de Oftalmología (IMO), I.A.P., Circuito Exterior Estadio Corregidora Sn, Centro Sur, 76090 Santiago de Querétaro, Querétaro, Mexico
| | - E López-Star
- Instituto Mexicano de Oftalmología (IMO), I.A.P., Circuito Exterior Estadio Corregidora Sn, Centro Sur, 76090 Santiago de Querétaro, Querétaro, Mexico
| | - M García-Roa
- Instituto Mexicano de Oftalmología (IMO), I.A.P., Circuito Exterior Estadio Corregidora Sn, Centro Sur, 76090 Santiago de Querétaro, Querétaro, Mexico
| | - V C Lansingh
- Instituto Mexicano de Oftalmología (IMO), I.A.P., Circuito Exterior Estadio Corregidora Sn, Centro Sur, 76090 Santiago de Querétaro, Querétaro, Mexico; HelpMeSee, Inc., 20 West 36th Street, Floor 4, New York, NY, 10018-8005, USA
| | - U Olivares-Pinto
- Escuela Nacional de Estudios Superiores Unidad Juriquilla, Universidad Nacional Autónoma de México (UNAM), Campus Juriquilla, Querétaro, Mexico
| | - S C Thébault
- Laboratorio de Investigación Traslacional en Salud Visual, Instituto de Neurobiología, Universidad Nacional Autónoma de México (UNAM), Campus Juriquilla, Querétaro, Mexico.
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22
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Arias-Alvarez M, Sopeña-Pinilla M, Fernandez-Espinosa G, Orduna-Hospital E, Vicente-Garza I, Bonet-Rodriguez A, Acha-Perez J, Rodriguez-Mena D, Pinilla I. Retinal Function in Long-Term Type 1 Diabetes without Retinopathy: Insights from Pattern Electroretinogram and Pattern Visual Evoked Potentials Assessments. Diagnostics (Basel) 2024; 14:492. [PMID: 38472964 DOI: 10.3390/diagnostics14050492] [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: 01/02/2024] [Revised: 02/17/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND To evaluate changes in pattern electroretinogram (pERG) and pattern visual evoked potentials (pVEP) in patients with long-lasting type 1 diabetes without diabetic retinopathy (DR). METHODS Prospective study involving 92 eyes divided into two groups. The diabetic group included 46 eyes of 23 patients with type 1 diabetes (T1DM); the control group included 23 age-matched healthy subjects. pERG and pVEP were assessed using the RETI-port/scan21 recording software (version 1021.3.0.0). RESULTS Mean age was 48 ± 9.77 years for the diabetic group and 51.7 ± 4.75 years for the control group. The mean duration of diabetes was 28.88 ± 8.04 years. The mean HbA1c value was 7.29 ± 0.89%. There were no differences in the age or sex distribution. Regarding the pERG, T1DM patients exhibited a significant decrease in the amplitude of the P50 and N95 waves compared to the control group (p = 0.018 and p = 0.035, respectively), with no differences in the peak time of each component. pVEP showed no significant changes in either peak time or amplitude of the different components. CONCLUSIONS Long-term T1DM patients without DR showed changes in the amplitude of pERG waves with preserved peak times. We did not observe modifications in pVEP. pERG may serve as a subclinical marker of ganglion cell damage in long-term T1DM patients.
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Affiliation(s)
- Marta Arias-Alvarez
- Department of Neurophysiology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
| | - Maria Sopeña-Pinilla
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Ophthalmology, Miguel Servet University Hospital, 50009 Zaragoza, Spain
| | | | - Elvira Orduna-Hospital
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Applied Physics, University of Zaragoza, 50009 Zaragoza, Spain
| | - Ines Vicente-Garza
- Department of Neurophysiology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
| | - Anna Bonet-Rodriguez
- Department of Neurophysiology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
| | - Javier Acha-Perez
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Endocrinology, Miguel Servet University Hospital, 50009 Zaragoza, Spain
| | - Diego Rodriguez-Mena
- Department of Neurophysiology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
| | - Isabel Pinilla
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain
- Department of Surgery, University of Zaragoza, 50009 Zaragoza, Spain
- Department of Ophthalmology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
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23
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Arias-Alvarez M, Tomas-Grasa C, Sopeña-Pinilla M, Orduna-Hospital E, Fernandez-Espinosa G, Bielsa-Alonso S, Acha-Perez J, Rodriguez-Mena D, Pinilla I. Electrophysiological findings in long-term type 1 diabetes patients without diabetic retinopathy using different ERG recording systems. Sci Rep 2024; 14:3520. [PMID: 38347052 PMCID: PMC10861544 DOI: 10.1038/s41598-024-54099-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 02/08/2024] [Indexed: 02/15/2024] Open
Abstract
To assess full-field electroretinogram findings in long-term type 1 diabetes patients without diabetic retinopathy. Prospective study including 46 eyes of 23 patients with type 1 diabetes and 46 age-matched healthy eyes evaluated by the RETI-port/scan21 and the portable system RETeval following ISCEV guidelines. The average duration of diabetes was 28.88 ± 8.04 years. In scotopic conditions, using the RETI-port/scan21, diabetic patients showed an increase in b-wave implicit time (IT) (p = 0.017) with the lowest stimuli; a diminished b-wave amplitude (p = 0.005) in the mixed response, an increased IT (p = 0.004) with the high-intensity stimuli and an OP2 increased IT (p = 0.008) and decreased amplitude (p = 0.002). Under photopic conditions, b-wave amplitude was lower (p < 0.001) and 30-Hz flicker response was diminished (p = 0.021). Using the RETeval, in scotopic conditions, diabetic patients showed a reduction in the rod b-wave amplitude (p = 0.009), an increase in a-wave IT with the 280 Td.s stimulus (p = 0.005). OP2 had an increased IT and diminished amplitude (p = 0.003 and p = 0.002 respectively). 16 Td.s flicker showed an increased IT (p = 0.008) and diminished amplitude (p = 0.048). Despite variations in values between both systems, nearly all results displayed positive correlations. Long-term type 1 diabetes patients without diabetic retinopathy exhibit alterations in scotopic conditions, as evidenced by both conventional and portable electroretinogram devices. These findings suggest a modified retinal function, particularly in rod-driven pathways, even in the absence of vascular signs.
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Affiliation(s)
- Marta Arias-Alvarez
- Department of Neurophysiology, Lozano Blesa University Hospital, 50009, Zaragoza, Spain
- Aragon Institute for Health Research (IIS Aragon), 50009, Zaragoza, Spain
| | - Cristina Tomas-Grasa
- Department of Internal Medicine, Lozano Blesa University Hospital, 50009, Zaragoza, Spain
| | - Maria Sopeña-Pinilla
- Aragon Institute for Health Research (IIS Aragon), 50009, Zaragoza, Spain
- Department of Ophthalmology, Miguel Servet University Hospital, 50009, Zaragoza, Spain
| | - Elvira Orduna-Hospital
- Aragon Institute for Health Research (IIS Aragon), 50009, Zaragoza, Spain
- Department of Applied Physics, University of Zaragoza, 50009, Zaragoza, Spain
| | | | | | - Javier Acha-Perez
- Aragon Institute for Health Research (IIS Aragon), 50009, Zaragoza, Spain
- Department of Endocrinology, Miguel Servet University Hospital, 50009, Zaragoza, Spain
| | - Diego Rodriguez-Mena
- Department of Neurophysiology, Lozano Blesa University Hospital, 50009, Zaragoza, Spain
| | - Isabel Pinilla
- Aragon Institute for Health Research (IIS Aragon), 50009, Zaragoza, Spain.
- Department of Surgery, University of Zaragoza, 50009, Zaragoza, Spain.
- Department of Ophthalmology, Lozano Blesa University Hospital, 50009, Zaragoza, Spain.
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24
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Kang N, Jung JS, Hwang J, Park SE, Kwon M, Yoon H, Yong J, Woo HM, Park KM. Beneficial Effect of Sirolimus-Pretreated Mesenchymal Stem Cell Implantation on Diabetic Retinopathy in Rats. Biomedicines 2024; 12:383. [PMID: 38397985 PMCID: PMC10886997 DOI: 10.3390/biomedicines12020383] [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: 01/16/2024] [Revised: 02/02/2024] [Accepted: 02/04/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is a vision-threatening complication that affects virtually all diabetic patients. Various treatments have been attempted, but they have many side effects and limitations. Alternatively, stem cell therapy is being actively researched, but it faces challenges due to a low cell survival rate. In this study, stem cells were pretreated with sirolimus, which is known to promote cell differentiation and enhance the survival rate. Additionally, the subconjunctival route was employed to reduce complications following intravitreal injections. METHODS Diabetes mellitus was induced by intraperitoneal injection of 55 mg/kg of streptozotocin (STZ), and DR was confirmed at 10 weeks after DM induction through electroretinogram (ERG). The rats were divided into four groups: intact control group (INT), diabetic retinopathy group (DR), DR group with subconjunctival MSC injection (DR-MSC), and DR group with subconjunctival sirolimus-pretreated MSC injection (DR-MSC-S). The effects of transplantation were evaluated using ERG and histological examinations. RESULTS The ERG results showed that the DR-MSC-S group did not significantly differ from the INT in b-wave amplitude and exhibited significantly higher values than the DR-MSC and DR groups (p < 0.01). The flicker amplitude results showed that the DR-MSC and DR-MSC-S groups had significantly higher values than the DR group (p < 0.01). Histological examination revealed that the retinal layers were thinner in the DR-induced groups compared to the INT group, with the DR-MSC-S group showing the thickest retinal layers among them. CONCLUSIONS Subconjunctival injection of sirolimus-pretreated MSCs can enhance retinal function and mitigate histological changes in the STZ-induced DR rat model.
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Affiliation(s)
- Nanyoung Kang
- Laboratory of Veterinary Ophthalmology, College of Veterinary Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (N.K.); (J.S.J.); (J.H.); (S.-E.P.); (M.K.); (H.Y.); (J.Y.)
| | - Ji Seung Jung
- Laboratory of Veterinary Ophthalmology, College of Veterinary Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (N.K.); (J.S.J.); (J.H.); (S.-E.P.); (M.K.); (H.Y.); (J.Y.)
| | - Jiyi Hwang
- Laboratory of Veterinary Ophthalmology, College of Veterinary Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (N.K.); (J.S.J.); (J.H.); (S.-E.P.); (M.K.); (H.Y.); (J.Y.)
| | - Sang-Eun Park
- Laboratory of Veterinary Ophthalmology, College of Veterinary Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (N.K.); (J.S.J.); (J.H.); (S.-E.P.); (M.K.); (H.Y.); (J.Y.)
| | - Myeongjee Kwon
- Laboratory of Veterinary Ophthalmology, College of Veterinary Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (N.K.); (J.S.J.); (J.H.); (S.-E.P.); (M.K.); (H.Y.); (J.Y.)
| | - Haerin Yoon
- Laboratory of Veterinary Ophthalmology, College of Veterinary Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (N.K.); (J.S.J.); (J.H.); (S.-E.P.); (M.K.); (H.Y.); (J.Y.)
| | - Jungyeon Yong
- Laboratory of Veterinary Ophthalmology, College of Veterinary Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (N.K.); (J.S.J.); (J.H.); (S.-E.P.); (M.K.); (H.Y.); (J.Y.)
| | - Heung-Myong Woo
- Laboratory of Veterinary Surgery, College of Veterinary Medicine, Kangwon National University, Chuncheon 24341, Republic of Korea;
| | - Kyung-Mee Park
- Laboratory of Veterinary Ophthalmology, College of Veterinary Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (N.K.); (J.S.J.); (J.H.); (S.-E.P.); (M.K.); (H.Y.); (J.Y.)
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25
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Anderson A, Alfahad N, Wimalachandra D, Bouzinab K, Rudzinska P, Wood H, Fazey I, Xu H, Lyons TJ, Barnes NM, Narendran P, Lord JM, Rauz S, Ganley IG, Curtis TM, Wallace GR, Hombrebueno JR. Relaxation of mitochondrial hyperfusion in the diabetic retina via N6-furfuryladenosine confers neuroprotection regardless of glycaemic status. Nat Commun 2024; 15:1124. [PMID: 38321058 PMCID: PMC10847490 DOI: 10.1038/s41467-024-45387-9] [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: 07/18/2023] [Accepted: 01/23/2024] [Indexed: 02/08/2024] Open
Abstract
The recovery of mitochondrial quality control (MQC) may bring innovative solutions for neuroprotection, while imposing a significant challenge given the need of holistic approaches to restore mitochondrial dynamics (fusion/fission) and turnover (mitophagy and biogenesis). In diabetic retinopathy, this is compounded by our lack of understanding of human retinal neurodegeneration, but also how MQC processes interact during disease progression. Here, we show that mitochondria hyperfusion is characteristic of retinal neurodegeneration in human and murine diabetes, blunting the homeostatic turnover of mitochondria and causing metabolic and neuro-inflammatory stress. By mimicking this mitochondrial remodelling in vitro, we ascertain that N6-furfuryladenosine enhances mitochondrial turnover and bioenergetics by relaxing hyperfusion in a controlled fashion. Oral administration of N6-furfuryladenosine enhances mitochondrial turnover in the diabetic mouse retina (Ins2Akita males), improving clinical correlates and conferring neuroprotection regardless of glycaemic status. Our findings provide translational insights for neuroprotection in the diabetic retina through the holistic recovery of MQC.
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Affiliation(s)
- Aidan Anderson
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Nada Alfahad
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | | | - Kaouthar Bouzinab
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Paula Rudzinska
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Heather Wood
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Isabel Fazey
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Heping Xu
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, UK
| | - Timothy J Lyons
- Division of Endocrinology and Diabetes, Medical University of South Carolina, Charleston, SC, USA
- Diabetes Free South Carolina, Columbia, SC, USA
| | - Nicholas M Barnes
- Institute of Clinical Sciences, University of Birmingham, Birmingham, UK
| | - Parth Narendran
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Janet M Lord
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Saaeha Rauz
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Birmingham & Midland Eye Centre, Birmingham, UK
| | - Ian G Ganley
- MRC Protein Phosphorylation and Ubiquitylation Unit, University of Dundee, Dundee, UK
| | - Tim M Curtis
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, UK
| | - Graham R Wallace
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Jose R Hombrebueno
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK.
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26
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Erb C, Erb C, Kazakov A, Umetalieva M, Weisser B. Influence of Diabetes Mellitus on Glaucoma-Relevant Examination Results in Primary Open-Angle Glaucoma. Klin Monbl Augenheilkd 2024; 241:177-185. [PMID: 37643738 DOI: 10.1055/a-2105-0756] [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: 08/31/2023]
Abstract
Primary open-angle glaucoma (POAG) is no longer considered an isolated eye pressure-dependent optic neuropathy, but a neurodegenerative disease in which oxidative stress and neuroinflammation are prominent. These processes may be exacerbated by additional systemic diseases. The most common are arterial hypertension, dyslipidemia, and diabetes mellitus. Using diabetes mellitus as an example, it will be shown how far-reaching the influence of such a systemic disease can be on both the functional and the structural diagnostic methods for POAG. This knowledge is essential, since these interferences can lead to misinterpretations of POAG, which can also affect therapeutic decisions.
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Affiliation(s)
- Carl Erb
- Augenklinik am Wittenbergplatz, Berlin, Deutschland
| | | | - Avaz Kazakov
- Department of External Relations and Development, Salymbekov University, Bishkek, Kyrgyzstan
| | - Maana Umetalieva
- Medical Faculty of Medicine, Salymbekov University, Bishkek, Kyrgyzstan
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27
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Majidova SR. Evaluation of Hypoxia and Microcirculation Factors in the Progression of Diabetic Retinopathy. Invest Ophthalmol Vis Sci 2024; 65:35. [PMID: 38241030 PMCID: PMC10807489 DOI: 10.1167/iovs.65.1.35] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 01/03/2024] [Indexed: 01/23/2024] Open
Abstract
Purpose The purpose of this study was to evaluate comparatively the changes in HIF-1ɑ, EPO, sICAM-1, hemodynamic, and electrophysiological parameters during the progression of non-proliferative diabetic retinopathy (NPDR). Methods This retrospective longitudinal study included 82 patients with NPDR, who were divided into 2 groups: group I (n = 40) consisted of patients without progression of NPDR after 1 year and group II (n = 42) included patients with the transition of NPDR to proliferative diabetic retinopathy (PDR). The hemodynamics of the eye was assessed by Doppler ultrasonography. The glial hypoxia index Cg was calculated using ERG. The serum levels of hypoxia-inducible factor 1-a (HIF1-α), soluble intercellular adhesion molecule-1 (sICAM-1), and erythropoietin (EPO) were determined by ELISA method. Results In group II, resistive index (RI), short posterior ciliary arteries (SPCAs) increased significantly from 0.62 ± 0.005 to 0.65 ± 0.007 (P = 0.003), being higher than the corresponding parameter in group I (P = 0.013). In group II, there was an increase in the hypoxia index Cg (5.56 ± 0.05) relative to the primary indicators and in group I (P < 0.001). In group II, HIF1-ɑ, EPO, and sICAM-1 levels after a year significantly increased (0.213 ± 0.02 ng/mL, 37.7 ± 2.4 mIU/mL, and 576.3 ± 11.9 ng/mL, respectively) both relative to the main indicators and the values in group I (P < 0.001). When EPO exceeds 27.5 mIU/mL, a high risk of progression of NPDR to the initial stages of PDR is predicted. Conclusions The glial Cg index and the level of HIF1-a, EPO in the serum of patients with progression of NPDR were initially higher than in patients without progression of NPDR and have increased during the year, indicating the development of PDR due to more severe hypoxia.
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Affiliation(s)
- Sabina Romel Majidova
- Department of Medical Rehabilitation of the National Center of Ophthalmology named after Academician Zarifa Aliyeva, Baku, Republic of Azerbaijan
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28
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Dmitriev AV, Dmitriev AA, Linsenmeier RA. Diabetes-Induced Changes of the Rat ERG in Relation to Hyperglycemia and Acidosis. Curr Eye Res 2024; 49:53-61. [PMID: 37756520 PMCID: PMC10872866 DOI: 10.1080/02713683.2023.2264544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/25/2023] [Accepted: 09/22/2023] [Indexed: 09/29/2023]
Abstract
PURPOSE To understand the mechanism of changes in the c-wave of the electroretinogram (ERG) in diabetic rats, and to explore how glucose manipulations affect the c-wave. METHODS Vitreal ERGs were recorded in control and diabetic Long-Evans rats, 3-60 weeks after IP vehicle or streptozotocin. A few experiments were performed on Brown Norway rats. Voltage responses to current pulses were used to measure the transepithelial resistance of the retinal pigment epithelium (RPE). RESULTS During development of diabetes the b-wave amplitude progressively decreased to about half of the initial amplitude after a year. In contrast, the c-wave was strongly affected from the very beginning (3 weeks) of diabetes. In control rats, the c-wave was cornea-positive at lower illuminations but was cornea-negative at higher (photopic) illumination. In diabetics, the whole amplitude-intensity curve was shifted toward negativity. The magnitude of this shift was markedly affected by acute glucose manipulations in diabetics but not in controls. Increased blood glucose made the c-wave more negative, and decreased blood glucose with insulin had the opposite effect. Experimentally induced acidification of the retina had a small effect that was different from diabetes, shifting the c-wave toward positivity, slightly in controls and more noticeably in diabetics. One reason for the significant negativity of the diabetic ERG was a decrease of the cornea-positive response of the RPE due to a decrease of the transepithelial resistance. CONCLUSIONS The ERG c-wave is more negative in diabetics than in control animals, and is far more sensitive to changes in blood glucose. The increased negativity is largely if not entirely due to changes in the transepithelial resistance of the RPE, an electrical analog of the breakdown of the blood-retinal barrier observed in other studies. The sensitivity of the c-wave to glucose in diabetics may also be due to changes in transepithelial resistance.
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Affiliation(s)
| | | | - Robert A Linsenmeier
- Department of Biomedical Engineering, Evanston and Chicago, IL
- Department of Neurobiology, Evanston and Chicago, IL
- Department of Ophthalmology Northwestern University, Evanston and Chicago, IL
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Tănasie CA, Dan AO, Ică OM, Mercuț MF, Mitroi G, Taisescu CI, Sfredel V, Corbeanu RI, Mocanu CL, Danielescu C. Retinal Functional Impairment in Diabetic Retinopathy. Biomedicines 2023; 12:44. [PMID: 38255151 PMCID: PMC10813090 DOI: 10.3390/biomedicines12010044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 12/04/2023] [Accepted: 12/06/2023] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is a neurodegenerative disease of the retina. The aim of our study was to analyze latency changes in a full-field electroretinogram (ERG) in patients with type 2 diabetes. MATERIAL This prospective study included 15 diabetic patients without DR, 16 diabetic patients with non-proliferative DR, 14 patients with pre-proliferative DR, 15 patients with proliferative DR, and 14 age-matched controls. All the participants underwent ophthalmologic examination and full-field ERGs. The ERGs were recorded with the Metrovision MonPackOne system. The latencies were analyzed for "a"- and "b"-waves in the dark-adapted (DA) 0.01 ERG, DA 3.0 ERG, DA oscillatory potentials, light-adapted (LA) 3.0 ERG, and 30 Hz flicker ERG. RESULTS The delayed responses of healthy subjects compared to diabetic patients without DR were the DA oscillatory potentials (25.45 ± 1.04 ms vs. 26.15 ± 0.96 ms, p = 0.027). When comparing diabetic patients without DR and with non-proliferative DR, we did not obtain statistically significant delays. Significant delays in the DA 0.01 "b"-wave (61.91 ± 5.52 ms vs. 66.36 ± 8.12 ms, p = 0.029), DA 3.0 "b"-wave (41.01 ± 2.50 ms vs. 44.16 ± 3.78 ms, p = 0.035), and LA 3.0 "a"-wave (16.21 ± 0.91 ms vs. 16.99 ± 1.16 ms, p = 0.045) were found between non-proliferative DR and pre-proliferative DR. When comparing the groups of patients with pre-proliferative DR and proliferative DR, the LA 3.0 ERG "b"-wave (32. 63 ± 2.53 ms vs. 36.19 ± 3.21 ms, p < 0.0001), LA 30 Hz flicker ERG "a"-wave (19.56 ± 3.59 vs. 21.75 ± 4.74 ms, p= 0.025), and "b"-wave (32.23 ± 4.02 vs. 36.68 ± 3.48 ms, p = 0.017) were delayed. CONCLUSIONS the electrophysiological findings from our study indicate that there is a substantial dysfunction of the neural retina in all stages of DR.
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Affiliation(s)
- Cornelia Andreea Tănasie
- Department of Physiology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (C.A.T.); (C.-I.T.); (V.S.); (R.I.C.)
| | - Alexandra Oltea Dan
- Department of Physiology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (C.A.T.); (C.-I.T.); (V.S.); (R.I.C.)
| | - Oana Maria Ică
- Department of Dermatology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Maria Filoftea Mercuț
- Department of Ophthalmology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (M.F.M.); (C.L.M.)
| | - George Mitroi
- Department of Urology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania;
| | - Citto-Iulian Taisescu
- Department of Physiology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (C.A.T.); (C.-I.T.); (V.S.); (R.I.C.)
| | - Veronica Sfredel
- Department of Physiology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (C.A.T.); (C.-I.T.); (V.S.); (R.I.C.)
| | - Ramona Ingrid Corbeanu
- Department of Physiology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (C.A.T.); (C.-I.T.); (V.S.); (R.I.C.)
| | - Carmen Luminița Mocanu
- Department of Ophthalmology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (M.F.M.); (C.L.M.)
| | - Ciprian Danielescu
- Department of Ophthalmology, University of Medicine and Pharmacy “Grigore T. Popa”, 700111 Iasi, Romania;
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Boned-Murillo A, Fernández-Espinosa G, Orduna-Hospital E, Díaz-Barreda MD, Sánchez-Cano A, Sopeña-Pinilla M, Bielsa-Alonso S, Pinilla I. Changes in Inner Retina Thickness and Macular Sensitivity in Patients with Type 2 Diabetes with Moderate Diabetic Retinopathy. Biomedicines 2023; 11:2972. [PMID: 38001971 PMCID: PMC10669203 DOI: 10.3390/biomedicines11112972] [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: 09/09/2023] [Revised: 10/27/2023] [Accepted: 11/02/2023] [Indexed: 11/26/2023] Open
Abstract
The increase in diabetic retinopathy (DR) prevalence demonstrates the need for the determination of biomarkers for assessing disease development to obtain an early diagnosis and stop its progression. We aimed to analyse total retinal (RT) and inner retinal layer (IRL) thicknesses in type 2 diabetes mellitus (DM2) patients and correlate these results with retinal sensitivity using swept-source OCT (SS-OCT) and microperimetry. For this purpose, a total of 54 DM2 subjects with moderate diabetic retinopathy (DR) with no signs of diabetic macular oedema (DME) and 73 age-matched healthy individuals were assessed using SS-OCT to quantify retinal thickness in the nine macular areas of the ETDRS grid. Retinal sensitivity was measured via microperimetry with a Macular Integrity Assessment Device (MAIA). The mean ages were 64.06 ± 11.98 years for the DM2 group and 60.79 ± 8.62 years for the control group. DM2 patients presented lower visual acuity (p < 0.001) and a thicker RT (260.70 ± 19.22 μm in the control group vs. 271.90 ± 37.61 μm in the DM2 group, p = 0.01). The retinal nerve fibre layer (RNFL) was significantly lower in the outer nasal area (50.38 ± 8.20 μm vs. 45.17 ± 11.25 μm, p = 0.005) in ganglion cells and inner plexiform layers (GCL+) in DM2. A positive correlation between the LDL-C and RNFL and a negative correlation between HDL-C levels and the inner temporal and central RNFL thickness were detected. The central (p = 0.021) and inner nasal (p = 0.01) areas were negatively correlated between the RNFL and MAIA, while GCL++ was positively correlated with the outer inferior (p = 0.015) and outer nasal areas (p = 0.024). Retinal sensitivity and macular RNFL thickness decrease in DM2 patients with moderate DR with no DME, and this study enables an accurate approach to this disease with personalised assessment based on the DR course or stage. Thus, GCL+ and GCL++ thinning may support ganglion cell loss before the RNFL is affected.
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Affiliation(s)
- Ana Boned-Murillo
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain; (A.B.-M.); (G.F.-E.); (E.O.-H.); (M.D.D.-B.); (A.S.-C.)
- Department of Ophthalmology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
- Department of Ophthalmology, Infanta Sofía University Hospital, 28703 Madrid, Spain
| | - Guisela Fernández-Espinosa
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain; (A.B.-M.); (G.F.-E.); (E.O.-H.); (M.D.D.-B.); (A.S.-C.)
| | - Elvira Orduna-Hospital
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain; (A.B.-M.); (G.F.-E.); (E.O.-H.); (M.D.D.-B.); (A.S.-C.)
- Department of Applied Physics, University of Zaragoza, 50009 Zaragoza, Spain
| | - Maria Dolores Díaz-Barreda
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain; (A.B.-M.); (G.F.-E.); (E.O.-H.); (M.D.D.-B.); (A.S.-C.)
- Department of Ophthalmology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
- Department of Ophthalmology, Virgen de la Luz Hospital, 16002 Cuenca, Spain
| | - Ana Sánchez-Cano
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain; (A.B.-M.); (G.F.-E.); (E.O.-H.); (M.D.D.-B.); (A.S.-C.)
- Department of Applied Physics, University of Zaragoza, 50009 Zaragoza, Spain
| | - María Sopeña-Pinilla
- Department of Ophthalmology, Miguel-Servet University Hospital, 50009 Zaragoza, Spain;
| | | | - Isabel Pinilla
- Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain; (A.B.-M.); (G.F.-E.); (E.O.-H.); (M.D.D.-B.); (A.S.-C.)
- Department of Ophthalmology, Lozano Blesa University Hospital, 50009 Zaragoza, Spain
- Department of Surgery, University of Zaragoza, 50009 Zaragoza, Spain;
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Kulyabin M, Zhdanov A, Dolganov A, Ronkin M, Borisov V, Maier A. Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer. SENSORS (BASEL, SWITZERLAND) 2023; 23:8727. [PMID: 37960427 PMCID: PMC10648817 DOI: 10.3390/s23218727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 10/16/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023]
Abstract
The electroretinogram (ERG) is a clinical test that records the retina's electrical response to light. Analysis of the ERG signal offers a promising way to study different retinal diseases and disorders. Machine learning-based methods are expected to play a pivotal role in achieving the goals of retinal diagnostics and treatment control. This study aims to improve the classification accuracy of the previous work using the combination of three optimal mother wavelet functions. We apply Continuous Wavelet Transform (CWT) on a dataset of mixed pediatric and adult ERG signals and show the possibility of simultaneous analysis of the signals. The modern Visual Transformer-based architectures are tested on a time-frequency representation of the signals. The method provides 88% classification accuracy for Maximum 2.0 ERG, 85% for Scotopic 2.0, and 91% for Photopic 2.0 protocols, which on average improves the result by 7.6% compared to previous work.
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Affiliation(s)
- Mikhail Kulyabin
- Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91058 Erlangen, Germany;
| | - Aleksei Zhdanov
- Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia; (A.Z.); (A.D.); (M.R.); (V.B.)
| | - Anton Dolganov
- Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia; (A.Z.); (A.D.); (M.R.); (V.B.)
| | - Mikhail Ronkin
- Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia; (A.Z.); (A.D.); (M.R.); (V.B.)
| | - Vasilii Borisov
- Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia; (A.Z.); (A.D.); (M.R.); (V.B.)
| | - Andreas Maier
- Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91058 Erlangen, Germany;
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32
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Mat Nor MN, Guo CX, Green CR, Squirrell D, Acosta ML. Hyper-reflective dots in optical coherence tomography imaging and inflammation markers in diabetic retinopathy. J Anat 2023; 243:697-705. [PMID: 37222261 PMCID: PMC10485584 DOI: 10.1111/joa.13889] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 05/25/2023] Open
Abstract
The aim of this study is to correlate small dot hyper-reflective foci (HRF) observed in spectral domain optical coherence tomography (SD-OCT) scans of an animal model of hyperglycaemia with focal electroretinography (fERG) response and immunolabelling of retinal markers. The eyes of an animal model of hyperglycaemia showing signs of diabetic retinopathy (DR) were imaged using SD-OCT. Areas showing dot HRF were further evaluated using fERG. Retinal areas enclosing the HRF were dissected and serially sectioned, stained and labelled for glial fibrillary acidic protein (GFAP) and a microglial marker (Iba-1). Small dot HRF were frequently seen in OCT scans in all retinal quadrants in the inner nuclear layer or outer nuclear layer in the DR rat model. Retinal function in the HRF and adjacent areas was reduced compared with normal control rats. Microglial activation was detected by Iba-1 labelling and retinal stress identified by GFAP expression in Müller cells observed in discrete areas around small dot HRF. Small dot HRF seen in OCT images of the retina are associated with a local microglial response. This study provides the first evidence of dot HRF correlating with microglial activation, which may allow clinicians to better evaluate the microglia-mediated inflammatory component of progressive diseases showing HRF.
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Affiliation(s)
- Mohd N. Mat Nor
- School of Optometry and Vision Science and New Zealand National Eye CentreThe University of AucklandAucklandNew Zealand
- Universiti Sultan Zainal AbidinKuala TerengganuMalaysia
| | - Cindy X. Guo
- School of Optometry and Vision Science and New Zealand National Eye CentreThe University of AucklandAucklandNew Zealand
| | - Colin R. Green
- Department of Ophthalmology and New National Eye CentreThe University of AucklandAucklandNew Zealand
| | | | - Monica L. Acosta
- School of Optometry and Vision Science and New Zealand National Eye CentreThe University of AucklandAucklandNew Zealand
- Centre for Brain ResearchThe University of AucklandAucklandNew Zealand
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Zeng S, Du L, Lu G, Xing Y. CREG Protects Retinal Ganglion Cells loss and Retinal Function Impairment Against ischemia-reperfusion Injury in mice via Akt Signaling Pathway. Mol Neurobiol 2023; 60:6018-6028. [PMID: 37402034 DOI: 10.1007/s12035-023-03466-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 06/24/2023] [Indexed: 07/05/2023]
Abstract
PURPOSE The irreversible death of retinal ganglion cells (RGCs) plays an important role in the pathogenesis of glaucoma. Cellular repressor of E1A-stimulated genes (CREG), a secreted glycoprotein involved in cellular proliferation and differentiation, has been shown to protect against myocardial and renal ischemia-reperfusion damage. However, the role of CREG in retinal ischemia-reperfusion injury (RIRI) remains unknown. In this study, we aimed to explore the effect of CREG on RGCs apoptosis after RIRI. METHODS We used male C57BL/6J mice to establish the RIRI model. Recombinant CREG was injected at 1 day before RIRI. The expression and distribution of CREG were examined by immunofluorescence staining and western blotting. RGCs survival was assessed by immunofluorescence staining of flat-mounted retinas. Retinal apoptosis was measured by the staining of TdT-mediated dUTP nick-end labeling and cleaved caspase-3. Electroretinogram (ERG) analysis and optomotor response were conducted to evaluate retinal function and visual acuity. The expressions of Akt, phospho-Akt (p-Akt), Bax, and Bcl-2 were analyzed by western blotting to determine the signaling pathways of CREG. RESULTS We found that CREG expression was decreased after RIRI, and intravitreal injection of CREG attenuated RGCs loss and retinal apoptosis. Besides, the amplitudes of a-wave, b-wave, and photopic negative response (PhNR) in ERG, as well as visual function, were significantly restored after treatment with CERG. Furthermore, intravitreal injection of CREG upregulated p-Akt and Bcl-2 expression and downregulated Bax expression. CONCLUSION Our results demonstrated that CREG protected RGCs from RIRI and alleviated retinal apoptosis by activating Akt signaling. In addition, CREG also improved retinal function and visual acuity.
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Affiliation(s)
- Siyu Zeng
- Eye Center, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei Province, People's Republic of China
| | - Lei Du
- Eye Center, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei Province, People's Republic of China
| | - Guojing Lu
- Eye Center, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei Province, People's Republic of China
| | - Yiqiao Xing
- Eye Center, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei Province, People's Republic of China.
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Kulyabin M, Zhdanov A, Dolganov A, Maier A. Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals. SENSORS (BASEL, SWITZERLAND) 2023; 23:5813. [PMID: 37447663 DOI: 10.3390/s23135813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 06/14/2023] [Accepted: 06/19/2023] [Indexed: 07/15/2023]
Abstract
The continuous advancements in healthcare technology have empowered the discovery, diagnosis, and prediction of diseases, revolutionizing the field. Artificial intelligence (AI) is expected to play a pivotal role in achieving the goals of precision medicine, particularly in disease prevention, detection, and personalized treatment. This study aims to determine the optimal combination of the mother wavelet and AI model for the analysis of pediatric electroretinogram (ERG) signals. The dataset, consisting of signals and corresponding diagnoses, undergoes Continuous Wavelet Transform (CWT) using commonly used wavelets to obtain a time-frequency representation. Wavelet images were used for the training of five widely used deep learning models: VGG-11, ResNet-50, DensNet-121, ResNext-50, and Vision Transformer, to evaluate their accuracy in classifying healthy and unhealthy patients. The findings demonstrate that the combination of Ricker Wavelet and Vision Transformer consistently yields the highest median accuracy values for ERG analysis, as evidenced by the upper and lower quartile values. The median balanced accuracy of the obtained combination of the three considered types of ERG signals in the article are 0.83, 0.85, and 0.88. However, other wavelet types also achieved high accuracy levels, indicating the importance of carefully selecting the mother wavelet for accurate classification. The study provides valuable insights into the effectiveness of different combinations of wavelets and models in classifying ERG wavelet scalograms.
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Affiliation(s)
- Mikhail Kulyabin
- Pattern Recognition Lab, University of Erlangen-Nuremberg, 91058 Erlangen, Germany
| | - Aleksei Zhdanov
- Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, Yekaterinburg 620002, Russia
| | - Anton Dolganov
- Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, Yekaterinburg 620002, Russia
| | - Andreas Maier
- Pattern Recognition Lab, University of Erlangen-Nuremberg, 91058 Erlangen, Germany
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Zhou J, Chen B. Retinal Cell Damage in Diabetic Retinopathy. Cells 2023; 12:1342. [PMID: 37174742 PMCID: PMC10177610 DOI: 10.3390/cells12091342] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/05/2023] [Accepted: 05/06/2023] [Indexed: 05/15/2023] Open
Abstract
Diabetic retinopathy (DR), the most common microvascular complication that occurs in diabetes mellitus (DM), is the leading cause of vision loss in working-age adults. The prevalence of diabetic retinopathy is approximately 30% of the diabetic population and untreated DR can eventually cause blindness. For decades, diabetic retinopathy was considered a microvascular complication and clinically staged by its vascular manifestations. In recent years, emerging evidence has shown that diabetic retinopathy causes early neuronal dysfunction and neurodegeneration that may precede vascular pathology and affect retinal neurons as well as glial cells. This knowledge leads to new therapeutic strategies aiming to prevent dysfunction of retinal neurons at the early stage of DR. Early detection and timely treatment to protect retinal neurons are critical to preventing visual loss in DR. This review provides an overview of DR and the structural and functional changes associated with DR, and discusses neuronal degeneration during diabetic retinopathy, the mechanisms underlying retinal neurodegeneration and microvascular complications, and perspectives on current and future clinic therapies.
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Affiliation(s)
| | - Bo Chen
- Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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36
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Miura G. Visual Evoked Potentials for the Detection of Diabetic Retinal Neuropathy. Int J Mol Sci 2023; 24:ijms24087361. [PMID: 37108524 PMCID: PMC10138821 DOI: 10.3390/ijms24087361] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 04/14/2023] [Accepted: 04/16/2023] [Indexed: 04/29/2023] Open
Abstract
Visual evoked potentials (VEP) are visually evoked signals that extract electroencephalographic activity in the visual cortex that can detect retinal ganglion cells, optic nerves, chiasmal and retrochiasmal dysfunction, including optic radiations, and the occipital cortex. Because diabetes causes diabetic retinopathy due to microangiopathy and neuropathy due to metabolic abnormalities and intraneural blood flow disorders, assessment of diabetic visual pathway impairment using VEP has been attempted. In this review, evidence on the attempts to assess the visual pathway dysfunction due to abnormal blood glucose levels using VEP is presented. Previous studies have provided significant evidence that VEP can functionally detect antecedent neuropathy before fundus examination. The detailed correlations between VEP waveforms and disease duration, HbA1c, glycemic control, and short-term increases and decreases in blood glucose levels are evaluated. VEP may be useful for predicting postoperative prognosis and evaluating visual function before surgery for diabetic retinopathy. Further controlled studies with larger cohorts are needed to establish a more detailed relationship between diabetes mellitus and VEP.
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Affiliation(s)
- Gen Miura
- Department of Ophthalmology and Visual Science, Chiba University Graduate School of Medicine, Inohana 1-8-1, Chuo-ku, Chiba 260-8677, Japan
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McAnany JJ, Park JC. Rod photoreceptor activation and deactivation in early-stage diabetic eye disease. Doc Ophthalmol 2023:10.1007/s10633-023-09925-y. [PMID: 36763216 DOI: 10.1007/s10633-023-09925-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 01/24/2023] [Indexed: 02/11/2023]
Abstract
PURPOSE To infer rod phototransduction activation and deactivation characteristics in diabetics who have mild or no clinically-apparent retinopathy. METHODS Fifteen non-diabetic controls, 15 diabetics with no clinically-apparent diabetic retinopathy (NDR), and 15 diabetics with mild non-proliferative diabetic retinopathy (MDR) participated. Dark-adapted flash electroretinograms (3.2 to 4.4 log scot td-s) were recorded to assess rod activation. The a-waves were fit with a Gaussian model to derive Rmp3 (maximum photoreceptor response amplitude) and S (phototransduction sensitivity). Rod deactivation was assessed with a paired flash paradigm, in which a-waves were measured for two flashes separated by inter-stimulus intervals (ISIs) of 0.125 to 16 s. The ISI needed for the a-wave amplitude of the second flash to recover to 50% of the first flash (t50) was determined. The effect of stimulus retinal illuminance on activation and deactivation was evaluated in a subset of control subjects. RESULTS Analysis of variance indicated that both diabetic groups had significant log S reductions compared to controls (p < 0.001). Mean S was reduced by approximately 49% and 78% for the NDR and MDR groups, respectively. In contrast, log Rmp3 and log t50 did not differ significantly among the groups (both p > 0.08). Reducing stimulus retinal illuminance significantly reduced S, but did not significantly affect Rmax or t50. CONCLUSIONS Only phototransduction sensitivity was abnormal in this sample of diabetic subjects. The normal deactivation kinetics suggests that circulating rod current is normal. These findings begin to constrain possible explanations for abnormal rod function in early diabetic retinal disease.
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Affiliation(s)
- J Jason McAnany
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, 1855 W. Taylor St., MC/648, Chicago, IL, 60612, USA.
- Department of Bioengineering, University of Illinois at Chicago, 851 South Morgan St., Chicago, IL, 60607, USA.
| | - Jason C Park
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, 1855 W. Taylor St., MC/648, Chicago, IL, 60612, USA
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McAnany JJ, Park JC, Lim JI. Visual Field Abnormalities in Early-Stage Diabetic Retinopathy Assessed by Chromatic Perimetry. Invest Ophthalmol Vis Sci 2023; 64:8. [PMID: 36734963 PMCID: PMC9907378 DOI: 10.1167/iovs.64.2.8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Purpose The purpose of this study was to define the nature and extent of sensitivity loss using chromatic perimetry in diabetics who have mild or no retinopathy. Methods Thirty-four individuals with type II diabetes mellitus who have mild nonproliferative diabetic retinopathy (MDR; N = 17) or no diabetic retinopathy (NDR; N = 17) and 15 visually normal, non-diabetic controls participated. Sensitivity was assessed along the horizontal visual field meridian using an Octopus 900 perimeter. Measurements were performed under light- and dark-adapted conditions using long-wavelength (red) and short-wavelength (blue) Goldmann III targets. Cumulative defect curves (CDCs) were constructed to determine whether field sensitivity loss was diffuse or localized. Results Sensitivity was reduced significantly under light-adapted conditions for both stimulus colors for the NDR (mean defect ± SEM = -2.1 dB ± 0.6) and MDR (mean defect ± SEM = -4.0 dB ± 0.7) groups. Sensitivity was also reduced under dark-adapted conditions for both stimulus colors for the NDR (mean defect ± SEM = -1.9 dB ± 0.7) and MDR (mean defect ± SEM = -4.5 ± 1.0 dB) groups. For both diabetic groups, field loss tended to be diffuse under light-adapted conditions (up to 6.9 dB loss) and localized under dark-adapted conditions (up to 15.4 dB loss). Conclusions Visual field sensitivity losses suggest neural abnormalities in early stage diabetic eye disease and the pattern of the sensitivity losses differed depending on the adaptation conditions. Chromatic perimetry may be useful for subtyping individuals who have mild or no diabetic retinopathy and for better understanding their neural dysfunction.
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Affiliation(s)
- J. Jason McAnany
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, Illinois, United States,Department of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, United States
| | - Jason C. Park
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, Illinois, United States
| | - Jennifer I. Lim
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, Illinois, United States
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Yang Z, Tan TE, Shao Y, Wong TY, Li X. Classification of diabetic retinopathy: Past, present and future. Front Endocrinol (Lausanne) 2022; 13:1079217. [PMID: 36589807 PMCID: PMC9800497 DOI: 10.3389/fendo.2022.1079217] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 11/28/2022] [Indexed: 12/23/2022] Open
Abstract
Diabetic retinopathy (DR) is a leading cause of visual impairment and blindness worldwide. Since DR was first recognized as an important complication of diabetes, there have been many attempts to accurately classify the severity and stages of disease. These historical classification systems evolved as understanding of disease pathophysiology improved, methods of imaging and assessing DR changed, and effective treatments were developed. Current DR classification systems are effective, and have been the basis of major research trials and clinical management guidelines for decades. However, with further new developments such as recognition of diabetic retinal neurodegeneration, new imaging platforms such as optical coherence tomography and ultra wide-field retinal imaging, artificial intelligence and new treatments, our current classification systems have significant limitations that need to be addressed. In this paper, we provide a historical review of different classification systems for DR, and discuss the limitations of our current classification systems in the context of new developments. We also review the implications of new developments in the field, to see how they might feature in a future, updated classification.
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Affiliation(s)
- Zhengwei Yang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China
| | - Tien-En Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Yan Shao
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-National University of Singapore Medical School, Singapore, Singapore
- Tsinghua Medicine, Tsinghua University, Beijing, China
| | - Xiaorong Li
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin, China
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Kim TH, Ma G, Son T, Yao X. Functional Optical Coherence Tomography for Intrinsic Signal Optoretinography: Recent Developments and Deployment Challenges. Front Med (Lausanne) 2022; 9:864824. [PMID: 35445037 PMCID: PMC9013890 DOI: 10.3389/fmed.2022.864824] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 03/16/2022] [Indexed: 11/13/2022] Open
Abstract
Intrinsic optical signal (IOS) imaging of the retina, also termed as optoretinogram or optoretinography (ORG), promises a non-invasive method for the objective assessment of retinal function. By providing the unparalleled capability to differentiate individual retinal layers, functional optical coherence tomography (OCT) has been actively investigated for intrinsic signal ORG measurements. However, clinical deployment of functional OCT for quantitative ORG is still challenging due to the lack of a standardized imaging protocol and the complication of IOS sources and mechanisms. This article aims to summarize recent developments of functional OCT for ORG measurement, OCT intensity- and phase-based IOS processing. Technical challenges and perspectives of quantitative IOS analysis and ORG interpretations are discussed.
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Affiliation(s)
- Tae-Hoon Kim
- Richard and Loan Hill Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, United States
| | - Guangying Ma
- Richard and Loan Hill Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, United States
| | - Taeyoon Son
- Richard and Loan Hill Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, United States
| | - Xincheng Yao
- Richard and Loan Hill Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, United States
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, IL, United States
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Understanding Neurodegeneration from a Clinical and Therapeutic Perspective in Early Diabetic Retinopathy. Nutrients 2022; 14:nu14040792. [PMID: 35215442 PMCID: PMC8877033 DOI: 10.3390/nu14040792] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 02/10/2022] [Accepted: 02/11/2022] [Indexed: 02/05/2023] Open
Abstract
Recent evidence indicates that neurodegeneration is a critical element of diabetic retinopathy (DR) pathogenesis. The neuronal cells’ apoptosis contributes to microvascular impairment and blood–retinal barrier breakdown. Therefore, neurodegeneration represents an early intervention target to slow and prevent the development of microvascular alterations visible on clinical examination. Multimodal imaging features and functional assessment can permit the identification of neuronal damage in a subclinical stage before the recognition of DR signs. Clinical features of neurodegeneration are crucial in identifying patients at high risk of developing a vascular impairment and, thus, serve as outcome measures to understand the efficacy of supplementation. The optimal approach for targeting neurodegeneration contemplates the use of topical compounds that possibly act on different elements of the pathogenic cascade. To date, clinical trials available on humans tested three different topical agents, including brimonidine, somatostatin, and citicoline, with promising results.
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