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Vavrek SR, Nalbant EK, Konopek N, Decker NL, Fawzi AA, Mieler WF, Tichauer KM, Kang-Mieler JJ. Retinal Vascular Permeability in Diabetic Subjects without Retinopathy Compared with Mild Diabetic Retinopathy and Healthy Controls. OPHTHALMOLOGY SCIENCE 2025; 5:100636. [PMID: 39717762 PMCID: PMC11664132 DOI: 10.1016/j.xops.2024.100636] [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: 07/17/2024] [Revised: 10/04/2024] [Accepted: 10/21/2024] [Indexed: 12/25/2024]
Abstract
Objective To investigate retinal vascular permeability mapping as a potential biomarker for diabetic retinopathy in subjects with diabetes with no signs of retinopathy and with mild nonproliferative retinopathy. Design This is a case-control study. Subjects Participants included 7 healthy controls, 22 subjects with diabetes mellitus and no clinical signs of retinopathy (DMnoDR), and 7 subjects with mild nonproliferative diabetic retinopathy (NPDR). Methods All participants underwent routine retinal fluorescein videoangiography (FVA). Each FVA dataset was analyzed with the dynamic tracer kinetic model (DTKM) method to estimate 5 parameters: extraction fraction (E), blood flow, arrival time, transit time, and rate constant defined via adiabatic solution. The DTKM method was based on indicator dilution theory, including sequential use of 2 prominent kinetic models: the plug flow model and the adiabatic approximation to the tissue homogeneity model. Main Outcome Measures Extraction fraction, i.e., the fluorescein dye leakage measured during 1 pass through surrounding retinal tissue, is extracted via DTKM method and directly relates to retinal vascular permeability. Thus, E represents the preclinical biomarker, retinal vascular permeability. Results The 3 diagnostic groups were found to have significantly different permeability (P = 0.003). Despite having no clinical signs of retinopathy, the mean rank of average vascular E was significantly higher in DMnoDR subjects compared with healthy controls (P = 0.04), as was the mean rank of E for mild NPDR subjects (P = 0.002). The average E for mild NPDR, DMnoDR, and control subjects was 0.10 ± 0.04, 0.07 ± 0.04, and 0.04 ± 0.01, respectively. Conclusions The vascular permeability extracted from FVA datasets using the DTKM method is a promising biomarker for detecting preclinical retinal pathology in patients with diabetes. Longitudinal studies are ongoing to explore the ability of this biomarker to distinguish those subjects with diabetes who will progress to clinically apparent retinopathy from those who will not. 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)
- Sarah R. Vavrek
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois
| | - Elif Kayaalp Nalbant
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois
| | - Nicholas Konopek
- 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
| | - Amani A. Fawzi
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - William F. Mieler
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois at Chicago, Chicago
| | - Kenneth M. Tichauer
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois
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Abokyi S, Tse DYY. Age-related driving mechanisms of retinal diseases and neuroprotection by transcription factor EB-targeted therapy. Neural Regen Res 2025; 20:366-377. [PMID: 38819040 PMCID: PMC11317960 DOI: 10.4103/nrr.nrr-d-23-02033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 02/08/2024] [Accepted: 03/07/2024] [Indexed: 06/01/2024] Open
Abstract
Retinal aging has been recognized as a significant risk factor for various retinal disorders, including diabetic retinopathy, age-related macular degeneration, and glaucoma, following a growing understanding of the molecular underpinnings of their development. This comprehensive review explores the mechanisms of retinal aging and investigates potential neuroprotective approaches, focusing on the activation of transcription factor EB. Recent meta-analyses have demonstrated promising outcomes of transcription factor EB-targeted strategies, such as exercise, calorie restriction, rapamycin, and metformin, in patients and animal models of these common retinal diseases. The review critically assesses the role of transcription factor EB in retinal biology during aging, its neuroprotective effects, and its therapeutic potential for retinal disorders. The impact of transcription factor EB on retinal aging is cell-specific, influencing metabolic reprogramming and energy homeostasis in retinal neurons through the regulation of mitochondrial quality control and nutrient-sensing pathways. In vascular endothelial cells, transcription factor EB controls important processes, including endothelial cell proliferation, endothelial tube formation, and nitric oxide levels, thereby influencing the inner blood-retinal barrier, angiogenesis, and retinal microvasculature. Additionally, transcription factor EB affects vascular smooth muscle cells, inhibiting vascular calcification and atherogenesis. In retinal pigment epithelial cells, transcription factor EB modulates functions such as autophagy, lysosomal dynamics, and clearance of the aging pigment lipofuscin, thereby promoting photoreceptor survival and regulating vascular endothelial growth factor A expression involved in neovascularization. These cell-specific functions of transcription factor EB significantly impact retinal aging mechanisms encompassing proteostasis, neuronal synapse plasticity, energy metabolism, microvasculature, and inflammation, ultimately offering protection against retinal aging and diseases. The review emphasizes transcription factor EB as a potential therapeutic target for retinal diseases. Therefore, it is imperative to obtain well-controlled direct experimental evidence to confirm the efficacy of transcription factor EB modulation in retinal diseases while minimizing its risk of adverse effects.
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Affiliation(s)
- Samuel Abokyi
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong Special Administrative Region, China
- Research Center for SHARP Vision, The Hong Kong Polytechnic University, Kowloon, Hong Kong Special Administrative Region, China
| | - Dennis Yan-yin Tse
- School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong Special Administrative Region, China
- Research Center for SHARP Vision, The Hong Kong Polytechnic University, Kowloon, Hong Kong Special Administrative Region, China
- Center for Eye and Vision Research, Sha Tin, Hong Kong Special Administrative Region, China
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Long P, Guo C, Wen T, Luo T, Yang L, Li Y, Wen A, Wang W, Wen X, He M. Therapeutic effects of Mudan granules on diabetic retinopathy: Mitigating fibrogenesis caused by FBN2 deficiency and inflammation associated with TNF-α elevation. JOURNAL OF ETHNOPHARMACOLOGY 2025; 337:118963. [PMID: 39490708 DOI: 10.1016/j.jep.2024.118963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 10/11/2024] [Accepted: 10/16/2024] [Indexed: 11/05/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Mudan granules (MuD), a time-honored traditional Chinese patent medicine (TCPM), are widely utilized in the clinical treatment of diabetic peripheral neuropathy (DPN). In the field of biomedical diagnostics, both diabetic retinopathy (DR) and DPN are recognized as critical microvascular complications associated with diabetes. According to the principles of traditional Chinese medicine (TCM), these conditions are primarily attributed to a deficiency in Qi and the obstruction of collaterals. Despite this, the protective effects of MuD on DR and the underlying mechanisms remain to be comprehensively elucidated. AIMS OF THE STUDY The purpose of this study was to investigate the effect of MuD on DR and to further explore the promising therapeutic targets. METHODS A diabetic mouse model was established by administering 60 mg/kg of streptozotocin (STZ) via intraperitoneal injection for five consecutive days. The therapeutic efficacy of MuD was evaluated using a comprehensive approach, which included electroretinogram (ERG) analysis, histopathological examination, and assessment of serum biochemical markers. Then, the pharmacodynamic mechanisms of MuD were systematically analyzed using Tandem Mass Tags-based proteomics. Meanwhile, the candidate compounds of MuD were analyzed by ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF-MS) and molecular docking was applied to estimate the affinity of the active ingredient to their potential key targets. In addition, the functional mechanisms identified through bioinformatics analysis were confirmed by molecular biological methods. RESULTS We demonstrated that MuD provided significant protection to retinal function and effectively mitigated the reduction in retinal thickness observed in the animal model. Through proteomic analysis, we identified a substantial regulation by MuD of 70 biomarkers associated with diabetic retinal damage. These proteins were notably enriched in the tumor necrosis factor (TNF) signaling pathway, a critical mediator in inflammatory processes. A particularly intriguing finding was the significant downregulation of fibrillin-2 (FBN2) in the diabetic retina compared to the control group (0.36 times the level), and its most pronounced upregulation (3.26 times) in the MuD treatment group. This suggests that FBN2 may play a pivotal role in the protective effects of MuD. Molecular docking analyses have unveiled a robust interplay between the components of MuD and TNF-α. Further corroboration was provided by molecular biological methods, which confirmed that MuD could suppress TNF-mediated inflammation and prevent retinal neovascularization and fibrogenesis. CONCLUSION MuD have the potential to alleviate diabetic retinal dysfunction by effectively curbing the fibrogenesis-associated neoangiogenesis and mitigating the inflammatory response, thereby restoring retinal health and function.
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Affiliation(s)
- Pan Long
- The Academy of Chinese Health Risks, West China Hospital, Sichuan University, Chengdu, China; Department of Ophthalmology, The General Hospital of Western Theater Command, Chengdu, Sichuan, China.
| | - Chao Guo
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China.
| | - Ting Wen
- Department of Outpatient, The General Hospital of Western Theater Command, Chengdu, Sichuan, China.
| | - Tao Luo
- Department of Ophthalmology, The General Hospital of Western Theater Command, Chengdu, Sichuan, China.
| | - Ling Yang
- Department of Ophthalmology, The General Hospital of Western Theater Command, Chengdu, Sichuan, China.
| | - Yubo Li
- Department of Ophthalmology, The General Hospital of Western Theater Command, Chengdu, Sichuan, China.
| | - Aidong Wen
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China.
| | - Wenjun Wang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Xudong Wen
- Department of Gastroenterology and Hepatology, Chengdu First People's Hospital, Chengdu, Sichuan, China.
| | - Mengshan He
- The Academy of Chinese Health Risks, West China Hospital, Sichuan University, Chengdu, China.
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Feng S, Zhang Q, Liu Q, Huang C, Zhang H, Wang F, Zhu Y, Jian Q, Chen X, Jiang Q, Yan B. N 6-Methyladenosine Demethylase FTO Controls Macrophage Homeostasis in Diabetic Vasculopathy. Diabetes 2025; 74:82-95. [PMID: 39446524 DOI: 10.2337/db24-0691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Accepted: 10/18/2024] [Indexed: 10/26/2024]
Abstract
Diabetic vasculopathy, encompassing complications such as diabetic retinopathy, represents a significant source of morbidity, with inflammation playing a pivotal role in the progression of these complications. This study investigates the influence of N6-methyladenosine demethylase (m6A) modification and the m6A demethylase fat mass and obesity-associated (FTO) protein on macrophage polarization and its subsequent effects on diabetic microvasculopathy. We found that diabetes induces a shift in macrophage polarization toward a proinflammatory M1 phenotype, which is associated with a reduction in m6A modification levels. Notably, FTO emerges as a critical regulator of m6A under diabetic conditions. In vitro experiments reveal that FTO not only modulates macrophage polarization but also mediates their interactions with vascular endothelial cells. In vivo experiments demonstrate that FTO deficiency exacerbates retinal inflammation and microvascular dysfunction in diabetic retinas. Mechanistically, FTO stabilizes mRNA through an m6A-YTHDF2-dependent pathway, thereby activating the PI3K/AKT signaling cascade. Collectively, these findings position FTO as a promising therapeutic target for the management of diabetic vascular complications. ARTICLE HIGHLIGHTS
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Affiliation(s)
- Siguo Feng
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Qiuyang Zhang
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Qing Liu
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Chang Huang
- Eye Institute and Department of Ophthalmology, Eye and ENT Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China
| | - Huiying Zhang
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Fengsheng Wang
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Yue Zhu
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Qizhi Jian
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xue Chen
- Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, China
| | - Qin Jiang
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Biao Yan
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Lee SH, Tseng BY, Wu MC, Wang JH, Chiu CJ. Incidence and Progression of Diabetic Retinopathy After Cataract Surgery: A Systematic Review and Meta-Analysis. Am J Ophthalmol 2025; 269:105-115. [PMID: 39179126 DOI: 10.1016/j.ajo.2024.08.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Revised: 08/01/2024] [Accepted: 08/14/2024] [Indexed: 08/26/2024]
Abstract
PURPOSE The impact of cataract surgery on diabetic retinopathy (DR) in patients with diabetes mellitus (DM) remains uncertain. This study aimed to investigate the incidence and progression of DR in patients with DM who underwent cataract surgery. DESIGN Meta-analysis. METHODS A systematic search of PubMed, Cochrane CENTRAL, and Embase databases was conducted from inception to April 2024. Randomized controlled trials or observational cohort studies involving adult patients with DM who underwent cataract surgery were included. Studies reporting data on the incidence or progression of postoperative DR were considered. Effect sizes were determined using risk ratios (RRs) with 95% confidence intervals (CIs), and meta-analysis was performed using a random-effects model. Subgroup analysis and meta-regression were conducted on perioperative demographic factors such as types of cataract surgery, DM durations, preoperative glycated hemoglobin A1c levels, and postoperative follow-up durations. RESULTS Data from 15 studies, involving 7,287 patients were analyzed. Postoperative DR incidence was elevated compared to the control group (RR, 1.38; 95% CI: 1.16-1.63; P < .001), although not significantly different in paired studies (RR, 0.85; 95% CI: 0.39-1.83; P = .671). DR progression was significantly higher after cataract surgery (RR, 1.46; 95% CI: 1.28-1.66; P < .001), irrespective of cataract surgery type and study design. Our analysis also revealed a significant increase in DR progression to sight-threatening DR, which includes clinically significant macular edema and proliferative diabetic retinopathy, following cataract surgery (RR, 1.84; 95% CI: 1.21-2.81; P = .005). Additionally, various risk factors such as preoperative HbA1c level, duration of postoperative follow-up, duration of diabetic diagnosis, age, and use of insulin therapy were investigated, However, none of these parameters significantly influenced the incidence or progression of postoperative DR. CONCLUSIONS Further research is needed to fully understand the incidence of DR after cataract surgery. However, our study provides moderate evidence supporting the progression of DR following such surgical interventions. Therefore, it is imperative to closely monitor DR progression within one year following cataract surgery in patients with DM.
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Affiliation(s)
- Ssu-Hsien Lee
- From the School of Medicine, Tzu Chi University (S.-H.L., B.-Y.T., M.-C.W.), Hualien, Taiwan
| | - Bor-Yuan Tseng
- From the School of Medicine, Tzu Chi University (S.-H.L., B.-Y.T., M.-C.W.), Hualien, Taiwan
| | - Meng-Chien Wu
- From the School of Medicine, Tzu Chi University (S.-H.L., B.-Y.T., M.-C.W.), Hualien, Taiwan
| | - Jen-Hung Wang
- Department of Medical Research, Buddhist Tzu Chi General Hospital (J.-H.W.), Hualien, Taiwan
| | - Cheng-Jen Chiu
- Department of Ophthalmology and Visual Science, Tzu Chi University (C.-J.C.), Hualien, Taiwan; Department of Ophthalmology, Hualien Tzu Chi Hospital, The Buddhist Tzu Chi Medical Foundation (C.-J.C.), Hualien, Taiwan.
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6
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Wang B, Li H, Ma H, Chen Z. The association of cigarette smoking with the development and progression of diabetic retinopathy: based on cross-sectional survey and mendelian randomization. J Transl Med 2024; 22:1169. [PMID: 39741329 DOI: 10.1186/s12967-024-06002-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 12/17/2024] [Indexed: 01/02/2025] Open
Abstract
BACKGROUND The relationship between cigarette smoking and diabetic retinopathy (DR) remains controversial, as existing studies have yielded inconsistent results. This study aimed to investigate the association between smoking and both the development and progression of DR. METHODS This study encompassed two complementary approaches. First, we performed a cross-sectional analysis to examine the association between smoking and DR, including its subcategories, utilizing data from the National Health and Nutrition Examination Survey. Subsequently, we implemented Mendelian randomization (MR) to explore the causal relationship between smoking and DR, as well as its specific categories, leveraging genome-wide association study data. RESULTS The cross-sectional study found an inverse association between smoking and DR risk across three analytical models (fully adjusted OR = 0.50, P < 0.001) that still persisted after propensity score matching (OR = 0.56, P = 0.011), and MR analysis also supported this finding (OR = 0.50, P = 0.024). Subgroup analyses revealed significant protective associations in males (OR = 0.41, P < 0.001), individuals with diabetes duration ≥ 10 years (OR = 0.43, P = 0.011), and those with normal clinical parameters. After categorizing DR by severity levels, smoking showed protective associations with the onset of mild and moderate-severe non-proliferative DR in the cross-sectional study, and with the onset of proliferative DR in MR analysis (OR = 0.41, P = 0.016). However, no association was observed between smoking and DR progression. CONCLUSIONS Our findings suggest a protective association between smoking and DR development in specific subgroups across different DR stages, while showing no association with DR progression.
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Affiliation(s)
- Bin Wang
- Department of Ophthalmology, Chongqing Emergency Medical Center, Chongqing, 400000, China
| | - Hui Li
- Department of Ophthalmology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China
| | - Huafeng Ma
- Department of Ophthalmology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China.
| | - ZaiHong Chen
- Department of Ophthalmology, Chongqing Emergency Medical Center, Chongqing, 400000, China.
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Liu J, Zhang Y, Xu X, Dong X, Pan Y, Sun X, Luo Y. Ginsenoside Ro prevents endothelial injury via promoting Epac1/AMPK- mediated mitochondria protection in early diabetic retinopathy. Pharmacol Res 2024; 211:107562. [PMID: 39732351 DOI: 10.1016/j.phrs.2024.107562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2024] [Revised: 12/16/2024] [Accepted: 12/23/2024] [Indexed: 12/30/2024]
Abstract
Diabetic retinopathy (DR) is a blinding complication of microangiopathy. First-line therapeutic drugs are all focused on late-stage DR and have several side effects, which could not meet clinical needs. The plant-derived ginsenoside Ro (Ro) has a variety of effective anti-inflammatory, immune-regulating, and cardiovascular protective effects, but its microvascular protective effects are rarely studied. This study aimed to explore the protective effect and mechanism of Ro on retinal microvascular endothelial cells in early stage of DR. We demonstrated that Ro exerted endothelial cell protection by regulating mitochondrial oxidative stress and autophagy in AGEs-injured endothelial cells. Moreover, Ro alleviated DR progress through improving retinal thickness and pathological changes in STZ-induced diabetic mice. Mechanically, Ro promotes the activation of Epac1-mediated AMPK signaling. On the contrary, the protective effects of Ro were abolished by Epac1 inhibitor in vitro or Epac1 knock down in vivo. Our results revealed the important role of Ro on the treatment of DR and suggested that targeting Epac1 may be a promising approach to prevent and treat DR.
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Affiliation(s)
- Jia Liu
- Institute of Medicinal Plant Development, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100193, China; Beijing Key Laboratory of Innovative Drug Discovery of Traditional Chinese Medicine (Natural Medicine) and Translational Medicine; Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education; Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Yunqi Zhang
- Institute of Medicinal Plant Development, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100193, China; Beijing Key Laboratory of Innovative Drug Discovery of Traditional Chinese Medicine (Natural Medicine) and Translational Medicine; Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education
| | - Xiaoyu Xu
- Institute of Medicinal Plant Development, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100193, China; Beijing Key Laboratory of Innovative Drug Discovery of Traditional Chinese Medicine (Natural Medicine) and Translational Medicine; Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education
| | - Xi Dong
- Institute of Medicinal Plant Development, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100193, China; Clinical Translational Science Center, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing 102218, China
| | - Yunfeng Pan
- Institute of Medicinal Plant Development, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100193, China; Beijing Key Laboratory of Innovative Drug Discovery of Traditional Chinese Medicine (Natural Medicine) and Translational Medicine; Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education
| | - Xiaobo Sun
- Institute of Medicinal Plant Development, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100193, China; Beijing Key Laboratory of Innovative Drug Discovery of Traditional Chinese Medicine (Natural Medicine) and Translational Medicine; Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education; Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China.
| | - Yun Luo
- Institute of Medicinal Plant Development, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100193, China; Beijing Key Laboratory of Innovative Drug Discovery of Traditional Chinese Medicine (Natural Medicine) and Translational Medicine; Key Laboratory of Bioactive Substances and Resource Utilization of Chinese Herbal Medicine, Ministry of Education.
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Stark AK, Penn JS. Prostanoid signaling in retinal cells elicits inflammatory responses relevant to early-stage diabetic retinopathy. J Neuroinflammation 2024; 21:329. [PMID: 39716241 DOI: 10.1186/s12974-024-03319-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Accepted: 12/03/2024] [Indexed: 12/25/2024] Open
Abstract
Inflammation is a critical driver of the early stages of diabetic retinopathy (DR) and offers an opportunity for therapeutic intervention before irreversible damage and vision loss associated with later stages of DR ensue. Nonsteroidal anti-inflammatory drugs (NSAIDs) have shown mixed efficacy in slowing early DR progression, notably including severe adverse side effects likely due to their nonselective inhibition of all downstream signaling intermediates. In this study, we investigated the role of prostanoids, the downstream signaling lipids whose production is inhibited by NSAIDs, in promoting inflammation relevant to early-stage DR in two human retinal cell types: Müller glia and retinal microvascular endothelial cells. When cultured in multiple conditions modeling distinct aspects of systemic diabetes, Müller glia significantly increased production of prostaglandin E2 (PGE2), whereas retinal endothelial cells significantly increased production of prostaglandin F2α (PGF2α). Müller glia stimulated with PGE2 or PGF2α increased proinflammatory cytokine levels dose-dependently. These effects were blocked by selective antagonists to the EP2 receptor of PGE2 or the FP receptor of PGF2α, respectively. In contrast, only PGF2α stimulated adhesion molecule expression in retinal endothelial cells and leukocyte adhesion to cultured endothelial monolayers, effects that were fully prevented by FP receptor antagonist treatment. Together these results identify PGE2-EP2 and PGF2α-FP signaling as novel, selective targets for future studies and therapeutic development to mitigate or prevent retinal inflammation characteristic of early-stage DR.
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Affiliation(s)
- Amy K Stark
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA.
| | - John S Penn
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA.
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
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Chen X, Lin E, Haghighatian MM, Shepard LW, Hattar S, Kuruvilla R, Zhao H. Light modulates glucose and lipid homeostasis via the sympathetic nervous system. SCIENCE ADVANCES 2024; 10:eadp3284. [PMID: 39661675 PMCID: PMC11633741 DOI: 10.1126/sciadv.adp3284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 11/04/2024] [Indexed: 12/13/2024]
Abstract
Light is an important environmental factor for vision and for diverse physiological and psychological functions. Light can also modulate glucose metabolism. Here, we show that in mice, light is critical for glucose and lipid homeostasis by regulating the sympathetic nervous system, independent of circadian disruption. Light deprivation from birth elicits insulin hypersecretion, glucagon hyposecretion, lower gluconeogenesis, and reduced lipolysis by 6 to 8 weeks in male, but not female, mice. These metabolic defects are consistent with blunted sympathetic activity, and indeed, sympathetic responses to a cold stimulus are substantially attenuated in dark-reared mice. Further, long-term dark rearing leads to body weight gain, insulin resistance, and glucose intolerance. Notably, metabolic dysfunction can be partially alleviated by 5 weeks exposure to a regular light-dark cycle. These studies provide insight into circadian-independent mechanisms by which light directly influences whole-body physiology and better understanding of metabolic disorders linked to aberrant environmental light conditions.
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Affiliation(s)
- Xiangning Chen
- Department of Biology, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Eugene Lin
- Department of Biology, Johns Hopkins University, Baltimore, MD 21218, USA
| | | | | | - Samer Hattar
- Section on Light and Circadian Rhythms, National Institute of Mental Health, National Institutes of Health, Bethesda, MD 20892, USA
| | - Rejji Kuruvilla
- Department of Biology, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Haiqing Zhao
- Department of Biology, Johns Hopkins University, Baltimore, MD 21218, USA
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Chen H, Chen E, Cao T, Feng F, Lin M, Wang X, Xu Y. Integrative analysis of PANoptosis-related genes in diabetic retinopathy: machine learning identification and experimental validation. Front Immunol 2024; 15:1486251. [PMID: 39697326 PMCID: PMC11652367 DOI: 10.3389/fimmu.2024.1486251] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 11/13/2024] [Indexed: 12/20/2024] Open
Abstract
Background Diabetic retinopathy (DR) is a major complication of diabetes, leading to severe vision impairment. Understanding the molecular mechanisms, particularly PANoptosis, underlying DR is crucial for identifying potential biomarkers and therapeutic targets. This study aims to identify differentially expressed PANoptosis-related genes (DE-PRGs) in DR, offering insights into the disease's pathogenesis and potential diagnostic tools. Methods DR datasets were obtained from the Gene Expression Omnibus (GEO) database, while PANoptosis-related genes were sourced from the GeneCards database. Differentially expressed genes (DEGs) were identified using the DESeq2 package, followed by functional enrichment analysis through DAVID and Metascape tools. Three machine learning algorithms-LASSO regression, Random Forest, and SVM-RFE-were employed to identify hub genes. A diagnostic nomogram was constructed and its performance assessed via ROC analysis. The CIBERSORT algorithm analyzed immune cell infiltration. Hub genes were validated through RT-qPCR, Western blotting, immunohistochemistry, and publicly available datasets. Additionally, the impact of FASN and PLSCR3 knockdown on HUVECs behavior was validated through in vitro experiments. Results Differential expression analysis identified 1,418 DEGs in the GSE221521 dataset, with 39 overlapping DE-PRGs (29 upregulated, 10 downregulated). Functional enrichment indicated that DE-PRGs are involved in apoptosis, signal transduction, and inflammatory responses, with key pathways such as MAPK and TNF signaling. Machine learning algorithms identified six PANoptosis-related hub genes (BEX2, CASP2, CD36, FASN, OSMR, and PLSCR3) as potential biomarkers. A diagnostic nomogram based on these hub genes showed high diagnostic accuracy. Immune cell infiltration analysis revealed significant differences in immune cell patterns between control and DR groups, especially in Activated CD4 Memory T Cells and Monocytes. Validation confirmed the diagnostic efficiency and expression patterns of the PANoptosis-related hub genes, supported by in vitro and the GSE60436 dataset analysis. Furthermore, experiments demonstrated that knocking down FASN and PLSCR3 impacted HUVECs behavior. Conclusion This study provides valuable insights into the molecular mechanisms of DR, particularly highlighting PANoptosis-related pathways, and identifies potential biomarkers and therapeutic targets for the disease.
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Affiliation(s)
- Han Chen
- Department of Ophthalmology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Enguang Chen
- Department of Ophthalmology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ting Cao
- Department of Ophthalmology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Feifan Feng
- Department of Ophthalmology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Min Lin
- Department of Ophthalmology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xuan Wang
- Department of Ophthalmology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yu Xu
- Department of Ophthalmology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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11
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Jakobsen TS, Adsersen RL, Askou AL, Corydon TJ. Functional Roles of Pigment Epithelium-Derived Factor in Retinal Degenerative and Vascular Disorders: A Scoping Review. Invest Ophthalmol Vis Sci 2024; 65:41. [PMID: 39728690 DOI: 10.1167/iovs.65.14.41] [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: 12/28/2024] Open
Abstract
Purpose This review explores the role of pigment epithelium-derived factor (PEDF) in retinal degenerative and vascular disorders and assesses its potential both as an adjunct to established vascular endothelial growth factor inhibiting treatments for retinal vascular diseases and as a neuroprotective therapeutic agent. Methods A comprehensive literature review was conducted, focusing on the neuroprotective and anti-angiogenic properties of PEDF. The review evaluated its effects on retinal health, its dysregulation in ocular disorders, and its therapeutic application in preclinical models. Advances in drug delivery, including gene therapy, were also examined. Results PEDF, initially identified for promoting neuronal differentiation, is also a potent endogenous angiogenesis inhibitor. Strong anti-angiogenic and neuroprotective effects are observed in preclinical studies. It has pro-apoptotic and antiproliferative effects on endothelial cells thereby reducing neovascularization. Although promising, clinical development is limited with only a single conducted phase I clinical trial for macular neovascularization. Development of PEDF-derived peptides enhances potency and specificity, and emerging gene therapy approaches offer sustained PEDF expression for long-term treatment. However, questions regarding dosage, durability, and efficacy remain, particularly in large animal models. Conclusions PEDF shows significant therapeutic potential in preclinical models of retinal degeneration and vascular disorders. Despite inconclusive evidence on PEDF downregulation as a primary disease driver, many studies highlight its therapeutic benefits and favorable safety profile. Advances in gene therapy could enable long-acting PEDF-based treatments, but further research is needed to optimize dosage and durability, potentially leading to clinical trials and expanding treatment options for retinal disorders.
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Affiliation(s)
- Thomas Stax Jakobsen
- Department of Biomedicine, Aarhus University, Aarhus C, Denmark
- Department of Ophthalmology, Aarhus University Hospital, Aarhus N, Denmark
| | | | - Anne Louise Askou
- Department of Biomedicine, Aarhus University, Aarhus C, Denmark
- Department of Ophthalmology, Aarhus University Hospital, Aarhus N, Denmark
| | - Thomas J Corydon
- Department of Biomedicine, Aarhus University, Aarhus C, Denmark
- Department of Ophthalmology, Aarhus University Hospital, Aarhus N, Denmark
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12
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Yang S, Liu R, Xin Z, Zhu Z, Chu J, Zhong P, Zhu Z, Shang X, Huang W, Zhang L, He M, Wang W. Plasma Metabolomics Identifies Key Metabolites and Improves Prediction of Diabetic Retinopathy: Development and Validation across Multinational Cohorts. Ophthalmology 2024; 131:1436-1446. [PMID: 38972358 DOI: 10.1016/j.ophtha.2024.07.004] [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: 02/22/2024] [Revised: 05/13/2024] [Accepted: 07/01/2024] [Indexed: 07/09/2024] Open
Abstract
PURPOSE To identify longitudinal metabolomic fingerprints of diabetic retinopathy (DR) and to evaluate their usefulness in predicting DR development and progression. DESIGN Multicenter, multiethnic cohort study. PARTICIPANTS This study included 17 675 participants from the UK Biobank (UKB) who had baseline prediabetes or diabetes, identified in accordance with the 2021 American Diabetes Association guidelines, and were free of baseline DR and an additional 638 participants with type 2 diabetes mellitus from the Guangzhou Diabetic Eye Study (GDES) for external validation. Diabetic retinopathy was determined by ICD-10 codes in the UKB cohort and revised ETDRS grading criteria in the GDES cohort. METHODS Longitudinal DR metabolomic fingerprints were identified through nuclear magnetic resonance (NMR) assay in UKB participants. The predictive value of these fingerprints for predicting DR development were assessed in a fully withheld test set. External validation and extrapolation analyses of DR progression and microvascular damage were conducted in the GDES cohort using NMR technology. Model assessments included the concordance (C) statistic, net classification improvement (NRI), integrated discrimination improvement (IDI), calibration, and clinical usefulness in both cohorts. MAIN OUTCOME MEASURES DR development and progression and retinal microvascular damage. RESULTS Of 168 metabolites, 118 were identified as candidate metabolomic fingerprints for future DR development. These fingerprints significantly improved the predictability for DR development beyond traditional indicators (C statistic, 0.802 [95% confidence interval (CI), 0.760-0.843] vs. 0.751 [95% CI, 0.706-0.796]; P = 5.56 × 10-4). Glucose, lactate, and citrate were among the fingerprints validated in the GDES cohort. Using these parsimonious and replicable fingerprints yielded similar improvements for predicting DR development (C statistic, 0.807 [95% CI, 0.711-0.903] vs. 0.617 [95% CI, 0.494-0.740]; P = 1.68 × 10-4) and progression (C statistic, 0.797 [95% CI, 0.712-0.882] vs. 0.665 [95% CI, 0.545-0.784]; P = 0.003) in the external GDES cohort. Improvements in NRIs, IDIs, and clinical usefulness also were evident in both cohorts (all P < 0.05). In addition, lactate and citrate were associated with microvascular damage across macular and optic nerve head regions among Chinese GDES (all P < 0.05). CONCLUSIONS Metabolomic profiling may be effective in identifying robust fingerprints for predicting future DR development and progression, providing novel insights into the early and advanced stages of DR pathophysiology. FINANCIAL DISCLOSURE(S) The author(s) have no proprietary or commercial interest in any materials discussed in this article.
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Affiliation(s)
- Shaopeng Yang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Riqian Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Zhuoyao Xin
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland; F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland; Department of Biomedical Engineering, Columbia University, New York, New York
| | - Ziyu Zhu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Jiaqing Chu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Pingting Zhong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Zhuoting Zhu
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
| | - Xianwen Shang
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
| | - Wenyong Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Lei Zhang
- Clinical Medical Research Center, Children's Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China; Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia; Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Mingguang He
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China; Experimental Ophthalmology, The Hong Kong Polytechnic University, Hong Kong, China
| | - Wei Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China; Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Haikou, Hainan Province, China.
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13
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Zhao B, Zhao Y, Sun X. Mechanism and therapeutic targets of circulating immune cells in diabetic retinopathy. Pharmacol Res 2024; 210:107505. [PMID: 39547465 DOI: 10.1016/j.phrs.2024.107505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 11/06/2024] [Accepted: 11/11/2024] [Indexed: 11/17/2024]
Abstract
Diabetic retinopathy (DR) continues to be the leading cause of preventable vision loss among working-aged adults, marked by immune dysregulation within the retinal microenvironment. Typically, the retina is considered as an immune-privileged organ, where circulating immune cells are restricted from entry under normal conditions. However, during the progression of DR, this immune privilege is compromised as circulating immune cells breach the barrier and infiltrate the retina. Increasing evidence suggests that vascular and neuronal degeneration in DR is largely driven by the infiltration of immune cells, particularly neutrophils, monocyte-derived macrophages, and lymphocytes. This review delves into the mechanisms and therapeutic targets associated with these immune cell populations in DR, offering a promising and innovative approach to managing the disease.
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Affiliation(s)
- Bowen Zhao
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Yin Zhao
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
| | - Xufang Sun
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
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14
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Padovani-Claudio DA, Morales MS, Smith TE, Ontko CD, Namburu NS, Palmer SA, Jhala MG, Ramos CJ, Capozzi ME, McCollum GW, Penn JS. Induction, amplification, and propagation of diabetic retinopathy-associated inflammatory cytokines between human retinal microvascular endothelial and Müller cells and in the mouse retina. Cell Signal 2024; 124:111454. [PMID: 39384004 DOI: 10.1016/j.cellsig.2024.111454] [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: 07/30/2024] [Revised: 09/19/2024] [Accepted: 10/03/2024] [Indexed: 10/11/2024]
Abstract
Ocular levels of IL-1β, TNFα, IL-8, and IL-6 correlate with progression of diabetic retinopathy (DR). Müller cells (MC), which are crucial to maintaining retinal homeostasis, are targets and sources of these cytokines. We explored the relative capacities of these four DR-associated cytokines to amplify inflammatory signal expression both in and between human MC (hMC) and retinal microvascular endothelial cells (hRMEC) and in the mouse retina. Of the four cytokines, IL-1β was the most potent stimulus of transcriptomic alterations in hMC and hRMEC in vitro, as well as in the mouse retina after intravitreal injection in vivo. Stimulation with IL-1β significantly induced expression of all four transcripts in hMC and hRMEC. TNFα significantly induced expression of some, but not all, of the four transcripts in each cell, while neither IL-8 nor IL-6 showed significant induction in either cell. Similarly, conditioned media (CM) derived from hMC or hRMEC treated with IL-1β, but not TNFα, upregulated inflammatory cytokine transcripts in the reciprocal cell type. hRMEC responses to hMC-derived CM were dependent on IL-1R activation. In addition, we observed a correlation between cytokine expression changes following direct and CM stimulation and NFκB-p65 nuclear translocation in both hMC and hRMEC. Finally, in mice, intravitreal injections of IL-1β, but not TNFα, induced retinal expression of Il1b and CXCL8 homologues Cxcl1, Cxcl2, Cxcl3, and Cxcl5, encoding pro-angiogenic chemokines. Our results suggest that expression of IL-1β, TNFα, IL-8, and IL-6 may be initiated, propagated, and sustained by autocrine and paracrine signals in hRMEC and hMC through a process involving IL-1β and NFκB. Targeting these signals may help thwart inflammatory amplification, preventing progression to vision-threatening stages and preserving sight.
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Affiliation(s)
- Dolly Ann Padovani-Claudio
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, 1211 Medical Center Dr., Nashville, TN 37232, USA.
| | - Monica S Morales
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, 1211 Medical Center Dr., Nashville, TN 37232, USA.
| | - Taylor E Smith
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, 1211 Medical Center Dr., Nashville, TN 37232, USA.
| | - Cayla D Ontko
- Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, 1161 21st Ave S., Nashville, TN 37232, USA.
| | - Neeraj S Namburu
- College of Arts and Sciences, Vanderbilt University, 2400 Vanderbilt Pl., Nashville, TN 37232, USA.
| | - Samuel A Palmer
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, 1211 Medical Center Dr., Nashville, TN 37232, USA.
| | - Marvarakumari G Jhala
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, 1211 Medical Center Dr., Nashville, TN 37232, USA.
| | - Carla J Ramos
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, 1211 Medical Center Dr., Nashville, TN 37232, USA.
| | - Megan E Capozzi
- Department of Medicine, University of Washington, 1959 NE Pacific Street, Seattle, WA 98195, USA.
| | - Gary W McCollum
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, 1211 Medical Center Dr., Nashville, TN 37232, USA.
| | - John S Penn
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, 1211 Medical Center Dr., Nashville, TN 37232, USA; Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, 1161 21st Ave S., Nashville, TN 37232, USA.
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15
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Zhang QY, Zhang HY, Feng SG, Yao MD, Ding JJ, Li XM, Ye R, Liu Q, Yao J, Yan B. Macrophage metabolic reprogramming ameliorates diabetes-induced microvascular dysfunction. Redox Biol 2024; 79:103449. [PMID: 39647239 DOI: 10.1016/j.redox.2024.103449] [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: 09/09/2024] [Revised: 11/16/2024] [Accepted: 11/28/2024] [Indexed: 12/10/2024] Open
Abstract
Macrophages play an important role in the development of vascular diseases, with their homeostasis closely linked to metabolic reprogramming. This study aims to explore the role of circular RNA-mediated epigenetic remodeling in maintaining macrophage homeostasis during diabetes-induced microvascular dysfunction. We identified a circular RNA, circRNA-sperm antigen with calponin homology and coiled-coil domains 1 (cSPECC1), which is significantly up-regulated in diabetic retinas and in macrophages under diabetic stress. cSPECC1 knockdown in macrophages attenuates M1 macrophage polarization and disrupts macrophage-endothelial crosstalk in vitro. cSPECC1 knockdown in macrophages mitigates diabetes-induced retinal inflammation and ameliorates retinal vascular dysfunction. Mechanistically, cSPECC1 regulates GPX2 expression by recruiting eIF4A3, enhancing GPX2 mRNA stability and altering arachidonic acid metabolism. The metabolic intermediate 12-HETE has emerged as a key mediator, regulating both macrophage homeostasis and the crosstalk between macrophages and endothelial cells. Exogenous 12-HETE supplementation interrupts the anti-angiogenic effects of cSPECC1 knockdown. Collectively, circSPECC1 emerges as a novel regulator of macrophage-mediated vascular integrity and inflammation. Targeting the metabolic reprogramming of macrophages presents a promising therapeutic strategy for mitigating diabetes-induced vascular dysfunction.
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Affiliation(s)
- Qiu-Yang Zhang
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China; The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, 210000, China
| | - Hui-Ying Zhang
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, 210000, China
| | - Si-Guo Feng
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, 210000, China
| | - Mu-Di Yao
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Jing-Juan Ding
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, 210000, China
| | - Xiu-Miao Li
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China
| | - Rong Ye
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, 210000, China
| | - Qing Liu
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, 210000, China
| | - Jin Yao
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China; The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing, 210000, China.
| | - Biao Yan
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China; Eye Institute and Department of Ophthalmology, Eye and ENT Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, 200030, China.
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16
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Kume T. FOXC1 and retinopathy: targeting molecular mechanisms in retinal blood vessel growth. Expert Opin Ther Targets 2024:1-4. [PMID: 39560136 DOI: 10.1080/14728222.2024.2432411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 11/11/2024] [Accepted: 11/18/2024] [Indexed: 11/20/2024]
Affiliation(s)
- Tsutomu Kume
- Feinberg Cardiovascular and Renal Research Institute, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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17
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Li Z, Li J, Zhong J, Qu C, Du M, Tian H, Xu H, Hao F, Huang L. Red blood cell count and cystatin C as the specific biomarkers for diabetic retinopathy from diabetes mellitus: a case-control study. Sci Rep 2024; 14:29288. [PMID: 39592730 PMCID: PMC11599766 DOI: 10.1038/s41598-024-80797-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 11/21/2024] [Indexed: 11/28/2024] Open
Abstract
Diabetic retinopathy (DR) is a common microvascular complication of diabetes mellitus (DM). However, the blood physiological indicators for this eye disease are less reported. Here, we systemically investigated healthy controls, DR patients and DM patients from 2014 to 2022 in Sichuan Provincial People's Hospital (Chengdu, China). We found the leukocyte count, urea, and direct bilirubin in the DR patients were significantly increased (P < 0.001) compared with the controls. The ratios of aspartate aminotransferase/alanine transaminase, total bilirubin, indirect bilirubin, and red cell distribution width were lower in the DR patients than in the controls (P < 0.001). Notably, Red blood cell count (mean [SD] = 4.54 [0.67] 10E12/L, OR = 0.75) was significantly decreased (P < 0.001), and cystatin C level (mean [SD] = 1.42 [1.13] mg/L, OR = 1.90) was significantly increased in the DR patients compared with the controls (P < 0.001). However, these two indicators were not significantly different between the DM patients and the controls (P = 0.87 and P = 0.14, respectively). Our results showed that red blood cell count and cystatin C are specific biomarkers for DR patients.
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Affiliation(s)
- Zheng Li
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and the Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology, No. 32, Section 2, West 1St Ring Road, Qingyang District, Chengdu, Sichuan, China
- Research Unit for Blindness Prevention, Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China
| | - Jie Li
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and the Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology, No. 32, Section 2, West 1St Ring Road, Qingyang District, Chengdu, Sichuan, China
- Research Unit for Blindness Prevention, Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China
| | - Jie Zhong
- Ophthalmology department of Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Chao Qu
- Ophthalmology department of Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Mingyan Du
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and the Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology, No. 32, Section 2, West 1St Ring Road, Qingyang District, Chengdu, Sichuan, China
- Research Unit for Blindness Prevention, Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China
| | - Huaping Tian
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and the Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology, No. 32, Section 2, West 1St Ring Road, Qingyang District, Chengdu, Sichuan, China
- Research Unit for Blindness Prevention, Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China
| | - Haojue Xu
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and the Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology, No. 32, Section 2, West 1St Ring Road, Qingyang District, Chengdu, Sichuan, China
- Research Unit for Blindness Prevention, Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China
| | - Fang Hao
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and the Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology, No. 32, Section 2, West 1St Ring Road, Qingyang District, Chengdu, Sichuan, China
- Research Unit for Blindness Prevention, Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China
| | - Lulin Huang
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and the Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology, No. 32, Section 2, West 1St Ring Road, Qingyang District, Chengdu, Sichuan, China.
- Research Unit for Blindness Prevention, Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China.
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Evans AJ, Li YL. Remodeling of the Intracardiac Ganglia During the Development of Cardiovascular Autonomic Dysfunction in Type 2 Diabetes: Molecular Mechanisms and Therapeutics. Int J Mol Sci 2024; 25:12464. [PMID: 39596529 PMCID: PMC11594459 DOI: 10.3390/ijms252212464] [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: 09/24/2024] [Revised: 11/15/2024] [Accepted: 11/16/2024] [Indexed: 11/28/2024] Open
Abstract
Type 2 diabetes mellitus (T2DM) is one of the most significant health issues worldwide, with associated healthcare costs estimated to surpass USD 1054 billion by 2045. The leading cause of death in T2DM patients is the development of cardiovascular disease (CVD). In the early stages of T2DM, patients develop cardiovascular autonomic dysfunction due to the withdrawal of cardiac parasympathetic activity. Diminished cardiac parasympathetic tone can lead to cardiac arrhythmia-related sudden cardiac death, which accounts for 50% of CVD-related deaths in T2DM patients. Regulation of cardiovascular parasympathetic activity is integrated by neural circuitry at multiple levels including afferent, central, and efferent components. Efferent control of cardiac parasympathetic autonomic tone is mediated through the activity of preganglionic parasympathetic neurons located in the cardiac extensions of the vagus nerve that signals to postganglionic parasympathetic neurons located in the intracardiac ganglia (ICG) on the heart. Postganglionic parasympathetic neurons exert local control on the heart, independent of higher brain centers, through the release of neurotransmitters, such as acetylcholine. Structural and functional alterations in cardiac parasympathetic postganglionic neurons contribute to the withdrawal of cardiac parasympathetic tone, resulting in arrhythmogenesis and sudden cardiac death. This review provides an overview of the remodeling of parasympathetic postganglionic neurons in the ICG, and potential mechanisms contributing to the withdrawal of cardiac parasympathetic tone, ventricular arrhythmogenesis, and sudden cardiac death in T2DM. Improving cardiac parasympathetic tone could be a therapeutic avenue to reduce malignant ventricular arrhythmia and sudden cardiac death, increasing both the lifespan and improving quality of life of T2DM patients.
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Affiliation(s)
- Anthony J. Evans
- Department of Emergency Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA;
| | - Yu-Long Li
- Department of Emergency Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA;
- Department of Cellular & Integrative Physiology, University of Nebraska Medical Center, Omaha, NE 68198, USA
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Malaviya P, Kumar J, Kowluru RA. Role of ferroptosis in mitochondrial damage in diabetic retinopathy. Free Radic Biol Med 2024; 225:821-832. [PMID: 39433112 PMCID: PMC11624098 DOI: 10.1016/j.freeradbiomed.2024.10.296] [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: 08/19/2024] [Revised: 10/17/2024] [Accepted: 10/18/2024] [Indexed: 10/23/2024]
Abstract
Diabetic retinopathy is driven by oxidative stress-mitochondrial damage. Activation of ROS producing cytosolic NADPH oxidase 2 (Nox2) in diabetes precedes retinal mitochondrial damage, initiating a vicious cycle of free radicals. Elevated ROS levels peroxidize membrane lipids increasing damaging lipid peroxides (LPOs). While glutathione peroxidase 4 (GPx4) neutralizes LPOs, an imbalance in its generation-neutralization leads to ferroptosis, which is characterized by increased LPOs, free iron and decreased GPx4 activity. Mitochondria are rich in polyunsaturated fatty acids and iron and have mitochondrial isoform of GPx4. Our aim was to investigate mitochondrial ferroptosis in diabetic retinopathy, focusing on Nox2 mediated ROS production. Using human retinal endothelial cells, incubated in 5 mM or 20 mM D-glucose for 12-96 h, with or without Nox2 inhibitors (100 μM apocynin, 5 μM EHop-016 or 5 μM Gp91 ds-tat), or ferroptosis inhibitors (1 μM ferrostatin-1, 50 μM deferoxamine) or activator (0.1 μM RSL3), cytosolic and mitochondrial ROS, LPOs, iron, GPx4 activity, mitochondrial integrity (membrane permeability, oxygen consumption rate, mtDNA copy numbers) and cell death were quantified. High glucose significantly increased ROS, LPOs and iron levels and inhibited GPx4 activity in cytosol, and while Nox2 and ferroptosis inhibitors prevented glucose-induced increase in ferroptosis markers, mitochondrial damage and cell death, RSL3, further worsened them. Furthermore, high glucose also increased ferroptosis markers in the mitochondria, which followed their increase in the cytosol, suggesting a role of cytosolic ROS in mitochondrial ferroptosis. Thus, targeting Nox2-ferroptosis should help break down the self-perpetuating vicious cycle of free radicals, initiated by the damaged mitochondria, and could provide novel therapeutics to prevent/retard the development of diabetic retinopathy.
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Affiliation(s)
- Pooja Malaviya
- Kresge Eye Institute, Wayne State University, Detroit, MI, USA
| | - Jay Kumar
- Kresge Eye Institute, Wayne State University, Detroit, MI, USA
| | - Renu A Kowluru
- Kresge Eye Institute, Wayne State University, Detroit, MI, USA.
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Yao J, Yao W, Zhu JY, Liu Y, Liu JH, Ji YK, Ni XS, Mu W, Yan B. Targeting tRNA-Derived Non-Coding RNA Alleviates Diabetes-Induced Visual Impairment through Protecting Retinal Neurovascular Unit. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2411042. [PMID: 39513253 DOI: 10.1002/advs.202411042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Indexed: 11/15/2024]
Abstract
Diabetes is a major risk factor for compromised visual health, leading to retinal vasculopathy and neuropathy, both of which are hallmarks of neurovascular unit dysfunction. Despite the critical impact of diabetic retinopathy, the precise mechanism underlying neurovascular coupling and effective strategies to suppress neurovascular dysfunction remain unclear. In this study, the up-regulation of a tRNA-derived stress-induced RNA, 5'tiRNA-His-GTG, in response to diabetic stress is revealed. 5'tiRNA-His-GTG directly regulates Müller glia action and indirectly alters endothelial angiogenic effects and retinal ganglion cell (RGC) survival in vitro. Downregulation of 5'tiRNA-His-GTG alleviates diabetes-induced retinal neurovascular dysfunction, characterized by reduced retinal vascular dysfunction, decreased retinal neurodegeneration, and improved visually-guided behaviors in vivo. Mechanistically, 5'tiRNA-His-GTG acts as a key regulator of retinal neurovascular dysfunction, primarily by modulating arachidonic acid (AA) metabolism via the CYPs pathway. The 5'tiRNA-His-GTG-CYP2E1-19(S)-HETE signaling axis is identified as a key driver of retinal neurovascular dysfunction. Thus, targeting 5'tiRNA-His-GTG presents a promising therapeutic strategy for treating vasculopathy and neuropathy associated with diabetes mellitus. Modulating this novel signaling pathway can open up new avenues for intervention in diabetic retinopathy and its related complications.
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Affiliation(s)
- Jin Yao
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China
| | - Wen Yao
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China
| | - Jun-Ya Zhu
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China
- School of Medicine, Southeast University, Nanjing, 210009, China
| | - Yan Liu
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China
| | - Jin-Hong Liu
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China
| | - Yu-Ke Ji
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China
| | - Xi-Shen Ni
- The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, 210000, China
| | - Wan Mu
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
- Eye Institute and Department of Ophthalmology, Eye and ENT Hospital, Fudan University, Shanghai, 200031, China
| | - Biao Yan
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
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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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Klochkov V, Chan CM, Lin WW. Methylglyoxal: A Key Factor for Diabetic Retinopathy and Its Effects on Retinal Damage. Biomedicines 2024; 12:2512. [PMID: 39595078 PMCID: PMC11592103 DOI: 10.3390/biomedicines12112512] [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: 10/09/2024] [Revised: 10/24/2024] [Accepted: 10/29/2024] [Indexed: 11/28/2024] Open
Abstract
Background: Diabetic retinopathy is the most common retinal vascular disease, affecting the retina's blood vessels and causing chronic inflammation, oxidative stress, and, ultimately, vision loss. Diabetes-induced elevated glucose levels increase glycolysis, the main methylglyoxal (MGO) formation pathway. MGO is a highly reactive dicarbonyl and the most rapid glycation compound to form endogenous advanced glycation end products (AGEs). MGO can act both intra- and extracellularly by glycating molecules and activating the receptor for AGEs (RAGE) pathway. Conclusions: This review summarizes the sources of MGO formation and its actions on various cell pathways in retinal cells such as oxidative stress, glycation, autophagy, ER stress, and mitochondrial dysfunction. Finally, the detoxification of MGO by glyoxalases is discussed.
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Affiliation(s)
- Vladlen Klochkov
- Graduate Institute of Medical Sciences, Taipei Medical University, Taipei 11031, Taiwan;
- Department of Ophthalmology, Cardinal Tien Hospital, New Taipei City 23148, Taiwan
| | - Chi-Ming Chan
- Department of Ophthalmology, Cardinal Tien Hospital, New Taipei City 23148, Taiwan
- School of Medicine, Fu Jen Catholic University, New Taipei City 242062, Taiwan
| | - Wan-Wan Lin
- Graduate Institute of Medical Sciences, Taipei Medical University, Taipei 11031, Taiwan;
- Department of Pharmacology, College of Medicine, National Taiwan University, Taipei 100233, Taiwan
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Abdelrahman AA, Sandow PV, Wang J, Xu Z, Rojas M, Bomalaski JS, Lemtalsi T, Caldwell RB, Caldwell RW. Arginine deprivation/citrulline augmentation with ADI-PEG20 as novel therapy for complications in type 2 diabetes. Mol Metab 2024; 89:102020. [PMID: 39214514 PMCID: PMC11414555 DOI: 10.1016/j.molmet.2024.102020] [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: 07/07/2024] [Revised: 08/13/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
OBJECTIVE Chronic inflammation and oxidative stress mediate the pathological progression of diabetic complications, like diabetic retinopathy (DR), peripheral neuropathy (DPN) and impaired wound healing. Studies have shown that treatment with a stable form of arginase 1 that reduces l-arginine levels and increases ornithine and urea limits retinal injury and improves visual function in DR. We tested the therapeutic efficacy of PEGylated arginine deiminase (ADI-PEG20) that depletes l-arginine and elevates l-citrulline on diabetic complications in the db/db mouse model of type 2 diabetes (T2D). METHODS Mice received intraperitoneal (IP), intramuscular (IM), or intravitreal (IVT) injections of ADI-PEG20 or PEG20 as control. Effects on body weight, fasting blood glucose levels, blood-retinal-barrier (BRB) function, visual acuity, contrast sensitivity, thermal sensitivity, and wound healing were determined. Studies using bone marrow-derived macrophages (BMDM) examined the underlying signaling pathway. RESULTS Systemic injections of ADI-PEG20 reduced body weight and blood glucose and decreased oxidative stress and inflammation in db/db retinas. These changes were associated with improved BRB and visual function along with thermal sensitivity and wound healing. IVT injections of either ADI-PEG20, anti-VEGF antibody or their combination also improved BRB and visual function. ADI-PEG20 treatment also prevented LPS/IFNℽ-induced activation of BMDM in vitro as did depletion of l-arginine and elevation of l-citrulline. CONCLUSIONS/INTERPRETATION ADI-PEG20 treatment limited signs of DR and DPN and enhanced wound healing in db/db mice. Studies using BMDM suggest that the anti-inflammatory effects of ADI-PEG20 involve blockade of the JAK2-STAT1 signaling pathway via l-arginine depletion and l-citrulline production.
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Affiliation(s)
- Ammar A Abdelrahman
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, Augusta, GA, 30912 USA; Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA.
| | - Porsche V Sandow
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, Augusta, GA, 30912 USA; Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA
| | - Jing Wang
- Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA; Department of Cellular Biology and Anatomy, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA
| | - Zhimin Xu
- Vascular Biology Center, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA; Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA
| | - Modesto Rojas
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, Augusta, GA, 30912 USA; Vascular Biology Center, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA; Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA
| | | | - Tahira Lemtalsi
- Vascular Biology Center, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA; Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA
| | - Ruth B Caldwell
- Vascular Biology Center, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA; Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA; Department of Cellular Biology and Anatomy, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA
| | - Robert W Caldwell
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, Augusta, GA, 30912 USA; Vascular Biology Center, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA; Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA 30912 USA.
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24
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Fu S, Sun W, Liu L, Xiao J, Xiong J, Hu Y, Zhou Q, Yin X. Müller Cells Harboring Exosomal lncRNA OGRU Modulate Microglia Polarization in Diabetic Retinopathy by Serving as miRNA Sponges. Diabetes 2024; 73:1919-1934. [PMID: 39178104 PMCID: PMC11493765 DOI: 10.2337/db23-1015] [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: 12/20/2023] [Accepted: 08/19/2024] [Indexed: 08/25/2024]
Abstract
Diabetic retinopathy (DR) is one of the most common complications of diabetes worldwide and is associated with visual loss and blindness. However, effective treatments for both early- and late-stage DR remain lacking. A streptozotocin-induced diabetic mouse model and high glucose (HG)-treated Müller cell model were established. M1/M2 microglia polarization was assessed by immunofluorescence staining and flow cytometry. Expression of long noncoding RNA (lncRNA) OGRU, cytokines, and other key molecules was detected by quantitative RT-PCR or Western blot. ELISA was used to monitor cytokine secretion. Müller cell-derived exosomes were isolated and characterized by nanopartical tracking analysis, Western blot, and transmission electron microscopy, and exosome uptake assay was used to monitor the intercellular transport of exosomes. Associations among lncRNA-miRNA-mRNA networks were validated by RNA pulldown and RNA immunoprecipitation and dual luciferase assays. Increased M1 polarization but decreased M2 polarization of retinal microglia was observed in DR mice. HG-treated Müller cell-derived exosomes transported OGRU into microglia and promoted microglia polarization toward the M1 phenotype. Mechanistically, OGRU served as a competing endogenous RNA for miR-320-3p, miR-221-3p, and miR-574-5p to regulate aldose reductase (AR), PFKFB3, and glucose transporter 1 (GLUT1) expression in microglia, respectively. Loss of miR-320-3p/miR-221-3p/miR-574-5p or reinforced AR/PFKFB3/GLUT1 abrogated OGRU silencing-mediated microglia polarization in vitro. In vivo studies further showed that OGRU/miR-320-3p/AR, OGRU/miR-221-3p/PFKFB3, and OGRU/miR-574-5p/GLUT1 axes regulated microglia polarization in DR mice. Collectively, Müller cell-derived exosomal OGRU regulated microglia polarization in DR by modulating OGRU/miR-320-3p/AR, OGRU/miR-221-3p/PFKFB3, and OGRU/miR-574-5p/GLUT1 axes. ARTICLE HIGHLIGHTS
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Affiliation(s)
- ShuHua Fu
- Department of Ophthalmology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - WenJing Sun
- Department of Ophthalmology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Lu Liu
- Department of Ophthalmology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - JiPing Xiao
- Department of Ophthalmology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Jian Xiong
- Department of Ophthalmology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - YaoYun Hu
- Department of Ophthalmology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - QianQian Zhou
- Department of Ophthalmology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - XiaoLong Yin
- Department of Ophthalmology, Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
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25
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Nagel I, Mueller A, Freeman WR, Kozak I. Laser-Based Therapy Approaches in the Retina: A Review of Micropulse Laser Therapy for Diabetic Retinopathy. Klin Monbl Augenheilkd 2024; 241:1201-1206. [PMID: 39389554 DOI: 10.1055/a-2418-5173] [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: 10/12/2024]
Abstract
PURPOSE This review aims to elucidate the mechanisms and clinical utility of subthreshold micropulse laser (SML) therapy in the context of retinal care. Subthreshold or "nondestructive" laser therapy encompasses treatment modalities that induce minimal or no harm to retinal or choroidal tissue and leave no visible sings post-application, while achieving clinical efficacy. METHODS A comprehensive review of literature sourced from databases including PubMed, Medline, Embase, Cochrane, and Web of Science was conducted, focusing on articles published before February 2024, and discussing the contemporary use of SML therapy in treating diabetic retinopathy (DR). RESULTS The review presents evidence from scientific literature supporting SML therapy as a viable therapeutic approach for management of DR. Across numerous studies, SML therapy has demonstrated safety and additional therapeutic efficacy without causing damage to underlying retinal tissue. CONCLUSION Subthreshold laser treatment emerges as a safe strategy for addressing DR. Numerous studies have shown its additional efficacy to anti-VEGF pharmacotherapy, which is the currently approved monotherapy for complications of DR. Ongoing research and clinical investigations aim to further elucidate the mechanisms and optimize the therapeutic advantages of this technology.
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Affiliation(s)
- Ines Nagel
- Jacobs Retina Center, University of California San Diego, La Jolla, California, United States
| | | | - William R Freeman
- Jacobs Retina Center, University of California San Diego, La Jolla, California, United States
| | - Igor Kozak
- Ophthalmology, Moorfields Eye Hospital Dubai, Abu Dhabi, United Arab Emirates
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26
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Balas M, Issa M, Popovic MM, Zajner C, Moayad L, Aponte PO, Hamli H, Yan P, Wright T, Melo IM, Muni RH. Correlation Between Photoreceptor and Vascular Parameters in Diabetic Retinopathy Using Adaptive Optics. Ophthalmic Surg Lasers Imaging Retina 2024:1-9. [PMID: 39535418 DOI: 10.3928/23258160-20241015-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
BACKGROUND AND OBJECTIVE This study aimed to investigate correlations between photoreceptor and vascular parameters in varying stages of diabetic retinopathy (DR) using adaptive optics (AO) imaging. PATIENTS AND METHODS In this single-center, prospective cohort study, 29 participants (46 eyes) were classified into control/mild non-proliferative DR (NPDR), moderate/severe NPDR, and proliferative DR. AO images of photoreceptors and retinal vasculature were analyzed, and Spearman's correlation (ρ) was used to assess relationships between photoreceptor density and vascular parameters. RESULTS Higher cone density was inversely associated with total vessel (ρ = 0.22, P = 0.03) and lumen diameters (ρ = -0.24, P = 0.01), while higher dispersion was associated with total vessel (ρ = 0.19, P = 0.06) and lumen diameters (ρ = 0.21, P = 0.04). These associations were primarily significant in mild NPDR. No significant correlations were found in advanced DR stages. CONCLUSION This study underscores intricate neurovascular correlations in early-stage DR, suggesting these parameters may aid in early disease detection. Further research is needed to understand whether similar correlations exist in advanced DR. [Ophthalmic Surg Lasers Imaging Retina 2024;55:XX-XX.].
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Liao YL, Fang YF, Sun JX, Dou GR. Senescent endothelial cells: a potential target for diabetic retinopathy. Angiogenesis 2024; 27:663-679. [PMID: 39215875 PMCID: PMC11564237 DOI: 10.1007/s10456-024-09943-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024]
Abstract
Diabetic retinopathy (DR) is a diabetic complication that results in visual impairment and relevant retinal diseases. Current therapeutic strategies on DR primarily focus on antiangiogenic therapies, which particularly target vascular endothelial growth factor and its related signaling transduction. However, these therapies still have limitations due to the intricate pathogenesis of DR. Emerging studies have shown that premature senescence of endothelial cells (ECs) in a hyperglycemic environment is involved in the disease process of DR and plays multiple roles at different stages. Moreover, these surprising discoveries have driven the development of senotherapeutics and strategies targeting senescent endothelial cells (SECs), which present challenging but promising prospects in DR treatment. In this review, we focus on the inducers and mechanisms of EC senescence in the pathogenesis of DR and summarize the current research advances in the development of senotherapeutics and strategies that target SECs for DR treatment. Herein, we highlight the role played by key factors at different stages of EC senescence, which will be critical for facilitating the development of future innovative treatment strategies that target the different stages of senescence in DR.
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Affiliation(s)
- Ying-Lu Liao
- Department of Ophthalmology, Eye Institute of Chinese PLA, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
- Department of the Cadet Team 6 of the School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Yi-Fan Fang
- Department of Ophthalmology, Eye Institute of Chinese PLA, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Jia-Xing Sun
- Department of Ophthalmology, Eye Institute of Chinese PLA, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Guo-Rui Dou
- Department of Ophthalmology, Eye Institute of Chinese PLA, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China.
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Wei X, Iao WC, Zhang Y, Lin Z, Lin H. Retinal Microvasculature Causally Affects the Brain Cortical Structure: A Mendelian Randomization Study. OPHTHALMOLOGY SCIENCE 2024; 4:100465. [PMID: 39149712 PMCID: PMC11324828 DOI: 10.1016/j.xops.2024.100465] [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: 08/31/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 08/17/2024]
Abstract
Purpose To reveal the causality between retinal vascular density (VD), fractal dimension (FD), and brain cortex structure using Mendelian randomization (MR). Design Cross-sectional study. Participants Genome-wide association studies of VD and FD involving 54 813 participants from the United Kingdom Biobank were used. The brain cortical features, including the cortical thickness (TH) and surface area (SA), were extracted from 51 665 patients across 60 cohorts. Surface area and TH were measured globally and in 34 functional regions using magnetic resonance imaging. Methods Bidirectional univariable MR (UVMR) was used to detect the causality between FD, VD, and brain cortex structure. Multivariable MR (MVMR) was used to adjust for confounding factors, including body mass index and blood pressure. Main Outcome Measures The global and regional measurements of brain cortical SA and TH. Results At the global level, higher VD is related to decreased TH (β = -0.0140 mm, 95% confidence interval: -0.0269 mm to -0.0011 mm, P = 0.0339). At the functional level, retinal FD is related to the TH of banks of the superior temporal sulcus and transverse temporal region without global weighted, as well as the SA of the posterior cingulate after adjustment. Vascular density is correlated with the SA of subregions of the frontal lobe and temporal lobe, in addition to the TH of the inferior temporal, entorhinal, and pars opercularis regions in both UVMR and MVMR. Bidirectional MR studies showed a causation between the SA of the parahippocampal and cauda middle frontal gyrus and retinal VD. No pleiotropy was detected. Conclusions Fractal dimension and VD causally influence the cortical structure and vice versa, indicating that the retinal microvasculature may serve as a biomarker for cortex structural changes. Our study provides insights into utilizing noninvasive fundus images to predict cortical structural deteriorations and neuropsychiatric disorders. Financial Disclosures The author(s) have no proprietary or commercial interest in any materials discussed in this article.
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Affiliation(s)
- Xiaoyue Wei
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong, China
- Center for Precision Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Wai Cheng Iao
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong, China
- Center for Precision Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yi Zhang
- Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Zijie Lin
- Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Haotian Lin
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong, China
- Center for Precision Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China
- Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Haikou, Hainan, China
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Huang J, Liang C, Huang J, Liu L. Update on diabetic retinopathy during pregnancy. Eur J Ophthalmol 2024; 34:1695-1706. [PMID: 38710196 DOI: 10.1177/11206721241248868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Diabetes mellitus (DM) leads to several vascular and neurological complications, including diabetic retinopathy (DR). As the population ages, health problems in certain groups, including children and pregnant women, are drawing more and more attention. Pregnancy is one of the independent risk factors for the development and progression of DR. Pregnancy-induced changes may contribute to or worsen DR, which can cause a tremendous burden on public health. It is essential for pregnant women with DR and their offspring to minimize the risk of vision loss from DR in this population and adverse outcomes by understanding the development and processes behind this process. Thus, we have updated the recent situation of epidemiology, evolution characteristics, risk factors, pathophysiology, pregnancy outcomes for a better understanding of the latest status of DR, helping to improve maternal and neonatal pregnancy outcomes, and promoting health for women with DR.
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Affiliation(s)
- Jiping Huang
- Chengnan Community Health Service Center of Yangchun, Yangjiang, Guangdong Province, China
| | - Chunlan Liang
- Department of Ophthalmology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong Province, China
| | - Jining Huang
- Bao'an Center Hosipital, Shenzhen, Guangdong Province, China
| | - Lian Liu
- Department of Ophthalmology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong Province, China
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Kishishita S, Usui-Ouchi A, Ouchi Y, Hata Y, Ebihara N, Nakao S. Proliferative Diabetic Retinopathy Microenvironment Drives Microglial Polarization and Promotes Angiogenesis and Fibrosis via Cyclooxygenase-2/Prostaglandin E2 Signaling. Int J Mol Sci 2024; 25:11307. [PMID: 39457089 PMCID: PMC11508523 DOI: 10.3390/ijms252011307] [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: 09/14/2024] [Revised: 10/15/2024] [Accepted: 10/18/2024] [Indexed: 10/28/2024] Open
Abstract
Diabetic retinopathy (DR) is the leading cause of visual impairment, particularly in the proliferative form (proliferative DR [PDR]). The impact of the PDR microenvironment on microglia, which are the resident immune cells in the central nervous system, and the specific pathological changes it may induce remain unclear. This study aimed to investigate the role of microglia in the progression of PDR under hypoxic and inflammatory conditions. We performed a comprehensive gene expression analysis using human-induced pluripotent stem cell-derived microglia under different stimuli (dimethyloxalylglycine (DMOG), lipopolysaccharide (LPS), and DMOG + LPS) to mimic the hypoxic inflammatory environment characteristic of PDR. Principal component analysis revealed distinct gene expression profiles, with 76 genes synergistically upregulated under combined stimulation. Notably, prostaglandin-endoperoxide synthase 2 (encoding cyclooxygenase (COX)-2) exhibited the most pronounced increase, leading to elevated prostaglandin E2 (PGE2) levels and driving pathological angiogenesis and inflammation via the COX-2/PGE2/PGE receptor 2 signaling axis. Additionally, the upregulation of the fibrogenic genes snail family transcriptional repressor 1 and collagen type I alpha 1 chain suggested a role for microglia in fibrosis. These findings underscore the critical involvement of microglia in PDR and suggest that targeting both the angiogenic and fibrotic pathways may present new therapeutic strategies for managing this condition.
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Affiliation(s)
- Shuta Kishishita
- Department of Ophthalmology, Juntendo University Urayasu Hospital, 2-1-1 Urayasu, Chiba 279-0021, Japan
| | - Ayumi Usui-Ouchi
- Department of Ophthalmology, Juntendo University Urayasu Hospital, 2-1-1 Urayasu, Chiba 279-0021, Japan
| | - Yasuo Ouchi
- Department of Regenerative Medicine, Graduate School of Medicine, Chiba University, Chiba 263-8522, Japan
| | - Yuiko Hata
- Department of Ophthalmology, Juntendo University Urayasu Hospital, 2-1-1 Urayasu, Chiba 279-0021, Japan
| | - Nobuyuki Ebihara
- Department of Ophthalmology, Juntendo University Urayasu Hospital, 2-1-1 Urayasu, Chiba 279-0021, Japan
| | - Shintaro Nakao
- Department of Ophthalmology, Juntendo University Graduate school of Medicine, 2-1-1 Bunkyo, Tokyo 113-8421, Japan
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31
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Scheri KC, Tedeschi T, Fawzi AA. Single Cell Isolation from Human Diabetic Fibrovascular Membranes for Single-Cell RNA Sequencing. Bio Protoc 2024; 14:e5096. [PMID: 39512888 PMCID: PMC11540046 DOI: 10.21769/bioprotoc.5096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 09/05/2024] [Accepted: 09/05/2024] [Indexed: 11/15/2024] Open
Abstract
Single-cell transcriptomic analyses have emerged as very powerful tools to query the gene expression changes at the single-cell level in physiological and pathological conditions. The quality of the analysis is heavily dependent on tissue digestion protocols, with the goal of preserving thousands of single live cells to submit to the subsequent processing steps and analysis. Multiple digestion protocols that use different enzymes to digest the tissues have been described. Harsh digestion can damage certain cell types, but this might be required to digest especially fibrotic tissue as in our experimental condition. In this paper, we summarize a collagenase type I digestion protocol for preparing the single-cell suspension from fibrovascular tissues surgically removed from patients with proliferative diabetic retinopathy (PDR) for single-cell RNA sequencing (scRNA-Seq) analyses. We also provide a detailed description of the data analysis that we implemented in a previously published study. Key features • Single-cell suspension from fibrovascular membranes isolated from PDR patients. • Single-cell RNA sequencing analyses performed using Seurat package in RStudio. • Trajectory analyses or pseudotime analyses to study the trajectory over (pseudo)time of specific cell types. • This protocol requires Illumina HiSEQ4000 instrument and knowledge of R and RStudio language for the analyses.
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Affiliation(s)
- Katia Corano Scheri
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Thomas Tedeschi
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Amani A Fawzi
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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32
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Chen X, Lin E, Haghighatian MM, Shepard LW, Hattar S, Kuruvilla R, Zhao H. Light modulates glucose and lipid homeostasis via the sympathetic nervous system. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.11.617839. [PMID: 39416062 PMCID: PMC11483057 DOI: 10.1101/2024.10.11.617839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Light is an important environmental factor for vision, and for diverse physiological and psychological functions. Light can also modulate glucose metabolism. Here, we show that in mice, light is critical for glucose and lipid homeostasis by regulating the sympathetic nervous system, independent of circadian disruption. Light deprivation from birth elicits insulin hypersecretion, glucagon hyposecretion, lower gluconeogenesis, and reduced lipolysis by 6-8 weeks, in male, but not, female mice. These metabolic defects are consistent with blunted sympathetic activity, and indeed, sympathetic responses to a cold stimulus are significantly attenuated in dark-reared mice. Further, long-term dark rearing leads to body weight gain, insulin resistance, and glucose intolerance. Notably, metabolic dysfunction can be partially alleviated by 5 weeks exposure to a regular light-dark cycle. These studies provide insight into circadian-independent mechanisms by which light directly influences whole-body physiology and inform new approaches for understanding metabolic disorders linked to aberrant environmental light conditions.
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Affiliation(s)
- Xiangning Chen
- Department of Biology, Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Eugene Lin
- Department of Biology, Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | | | | | - Samer Hattar
- Section on Light and Circadian Rhythms, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Rejji Kuruvilla
- Department of Biology, Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Haiqing Zhao
- Department of Biology, Johns Hopkins University, Baltimore, Maryland, 21218, USA
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Lu X, Xie Q, Pan X, Zhang R, Zhang X, Peng G, Zhang Y, Shen S, Tong N. Type 2 diabetes mellitus in adults: pathogenesis, prevention and therapy. Signal Transduct Target Ther 2024; 9:262. [PMID: 39353925 PMCID: PMC11445387 DOI: 10.1038/s41392-024-01951-9] [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: 06/01/2023] [Revised: 07/21/2024] [Accepted: 08/06/2024] [Indexed: 10/03/2024] Open
Abstract
Type 2 diabetes (T2D) is a disease characterized by heterogeneously progressive loss of islet β cell insulin secretion usually occurring after the presence of insulin resistance (IR) and it is one component of metabolic syndrome (MS), and we named it metabolic dysfunction syndrome (MDS). The pathogenesis of T2D is not fully understood, with IR and β cell dysfunction playing central roles in its pathophysiology. Dyslipidemia, hyperglycemia, along with other metabolic disorders, results in IR and/or islet β cell dysfunction via some shared pathways, such as inflammation, endoplasmic reticulum stress (ERS), oxidative stress, and ectopic lipid deposition. There is currently no cure for T2D, but it can be prevented or in remission by lifestyle intervention and/or some medication. If prevention fails, holistic and personalized management should be taken as soon as possible through timely detection and diagnosis, considering target organ protection, comorbidities, treatment goals, and other factors in reality. T2D is often accompanied by other components of MDS, such as preobesity/obesity, metabolic dysfunction associated steatotic liver disease, dyslipidemia, which usually occurs before it, and they are considered as the upstream diseases of T2D. It is more appropriate to call "diabetic complications" as "MDS-related target organ damage (TOD)", since their development involves not only hyperglycemia but also other metabolic disorders of MDS, promoting an up-to-date management philosophy. In this review, we aim to summarize the underlying mechanism, screening, diagnosis, prevention, and treatment of T2D, especially regarding the personalized selection of hypoglycemic agents and holistic management based on the concept of "MDS-related TOD".
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Affiliation(s)
- Xi Lu
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Qingxing Xie
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaohui Pan
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Ruining Zhang
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Xinyi Zhang
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Ge Peng
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Yuwei Zhang
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Sumin Shen
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Nanwei Tong
- Department of Endocrinology and Metabolism, Research Centre for Diabetes and Metabolism, West China Hospital, Sichuan University, Chengdu, China.
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Kim TY, De R, Choi I, Kim H, Hahn SK. Multifunctional nanomaterials for smart wearable diabetic healthcare devices. Biomaterials 2024; 310:122630. [PMID: 38815456 DOI: 10.1016/j.biomaterials.2024.122630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 05/19/2024] [Indexed: 06/01/2024]
Abstract
Wearable diabetic healthcare devices have attracted great attention for real-time continuous glucose monitoring (CGM) using biofluids such as tears, sweat, saliva, and interstitial fluid via noninvasive ways. In response to the escalating global demand for CGM, these devices enable proactive management and intervention of diabetic patients with incorporated drug delivery systems (DDSs). In this context, multifunctional nanomaterials can trigger the development of innovative sensing and management platforms to facilitate real-time selective glucose monitoring with remarkable sensitivity, on-demand drug delivery, and wireless power and data transmission. The seamless integration into wearable devices ensures patient's compliance. This comprehensive review evaluates the multifaceted roles of these materials in wearable diabetic healthcare devices, comparing their glucose sensing capabilities with conventionally available glucometers and CGM devices, and finally outlines the merits, limitations, and prospects of these devices. This review would serve as a valuable resource, elucidating the intricate functions of nanomaterials for the successful development of advanced wearable devices in diabetes management.
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Affiliation(s)
- Tae Yeon Kim
- Department of Materials Science and Engineering, Pohang University of Science and Technology (POSTECH), 77 Cheongam-ro, Nam-gu, Pohang, Gyeongbuk, 37673, South Korea
| | - Ranjit De
- Department of Materials Science and Engineering, Pohang University of Science and Technology (POSTECH), 77 Cheongam-ro, Nam-gu, Pohang, Gyeongbuk, 37673, South Korea
| | - Inhoo Choi
- Department of Materials Science and Engineering, Pohang University of Science and Technology (POSTECH), 77 Cheongam-ro, Nam-gu, Pohang, Gyeongbuk, 37673, South Korea
| | - Hyemin Kim
- Department of Cosmetics Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea.
| | - Sei Kwang Hahn
- Department of Materials Science and Engineering, Pohang University of Science and Technology (POSTECH), 77 Cheongam-ro, Nam-gu, Pohang, Gyeongbuk, 37673, South Korea.
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35
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Zhong X, Li H, Tan S, Yang S, Zhu Z, Huang W, Cheng W, Wang W. Initial Retinal Nerve Fiber Layer Loss and Risk of Diabetic Retinopathy Over a Four-Year Period. Invest Ophthalmol Vis Sci 2024; 65:5. [PMID: 39365262 PMCID: PMC11457921 DOI: 10.1167/iovs.65.12.5] [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: 07/05/2024] [Accepted: 09/14/2024] [Indexed: 10/05/2024] Open
Abstract
Purpose The purpose of this study was to investigate whether the rapid rate of peripapillary retinal nerve fiber layer (pRNFL) thinning in short-term is associated with the future risk of developing diabetic retinopathy (DR). Methods This prospective cohort study utilized 4-year follow-up data from the Guangzhou Diabetic Eye Study. The pRNFL thickness was measured by optical coherence tomography (OCT). DR was graded by seven-field fundus photography after dilation of the pupil. Correlations between pRNFL thinning rate and DR were analyzed using logistic regression. The additive predictive value of the prediction model was assessed using the C-index, net reclassification index (NRI), and integrated discriminant improvement index (IDI). Results A total of 1012 patients with diabetes (1012 eyes) without DR at both baseline and 1-year follow-up were included in this study. Over the 4-year follow-up, 132 eyes (13%) developed DR. After adjusting for confounding factors, a faster rate of initial pRNFL thinning was significantly associated with the risk of DR (odds ratio per standard deviation [SD] decrease = 1.15, 95% confidence interval [CI] = 1.08 to 1.23, P < 0.001). Incorporating either the baseline pRNFL thickness or its thinning rate into conventional prediction models significantly improved the discriminatory power. Adding the rate of pRNFL thinning further enhanced the discriminative power compared with models with only baseline pRNFL thickness (C-index increased from 0.685 to 0.731, P = 0.040). The IDI and NRI were 0.114 and 0.463, respectively (P < 0.001). Conclusions The rate of initial pRNFL thinning was associated with DR occurrence and improved discriminatory power of traditional predictive models. This provides new insights into the management and screening of DR.
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Affiliation(s)
- Xiaoying Zhong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
- Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Huangdong Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Shaoying Tan
- Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China
- Study Centre for SHARP Vision, The Hong Kong Polytechnic University, Hong Kong, China
- Centre for Eye and Vision Study (CEVR), Hong Kong, China
| | - Shaopeng Yang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Ziyu Zhu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Wenyong Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Weijing Cheng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Wei Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
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36
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Tao R, Li H, Lu J, Huang Y, Wang Y, Lu W, Shao X, Zhou J, Yu X. DDLA: a double deep latent autoencoder for diabetic retinopathy diagnose based on continuous glucose sensors. Med Biol Eng Comput 2024; 62:3089-3106. [PMID: 38775870 DOI: 10.1007/s11517-024-03120-0] [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: 06/01/2023] [Accepted: 05/04/2024] [Indexed: 09/07/2024]
Abstract
The current diagnosis of diabetic retinopathy is based on fundus images and clinical experience. However, considering the ineffectiveness and non-portability of medical devices, we aimed to develop a diagnostic model for diabetic retinopathy based on glucose series data from the wearable continuous glucose monitoring system. Therefore, this study developed a novel method, i.e., double deep latent autoencoder, for exploring glycemic variability influence from multi-day glucose data for diabetic retinopathy. Specifically, the model proposed in this research could encode continuous glucose sensor data with non-continuous and variable length via the integration of a data reorganization module and a novel encoding module with fragmented-missing-wise objective function. Additionally, the model implements a double deep autoencoder, which integrated convolutional neural network, long short-term memory, to jointly capturing the inter-day and intra-day glucose latent features from glucose series. The effectiveness of the proposed model is evaluated through a cross-validation method to clinical datasets of 765 type 2 diabetes patients. The proposed method achieves the highest accuracy value (0.89), precision value (0.88), and F1 score (0.73). The results suggest that our model can be used to remotely diagnose and screen for diabetic retinopathy by learning potential features of glucose series data collected by wearable continuous glucose monitoring systems.
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Affiliation(s)
- Rui Tao
- College of Information Science and Engineering, Northeastern University, NO. 3-11 Wenhua Road, Shenyang, 110819, Liaoning, China
| | - Hongru Li
- College of Information Science and Engineering, Northeastern University, NO. 3-11 Wenhua Road, Shenyang, 110819, Liaoning, China
| | - Jingyi Lu
- Department of Endocrinology and Metabolism, Shanghai Clinical Center for Diabetes, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Youhe Huang
- College of Information Science and Engineering, Northeastern University, NO. 3-11 Wenhua Road, Shenyang, 110819, Liaoning, China
| | - Yaxin Wang
- Department of Endocrinology and Metabolism, Shanghai Clinical Center for Diabetes, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Wei Lu
- Department of Endocrinology and Metabolism, Shanghai Clinical Center for Diabetes, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Xiaopeng Shao
- College of Information Science and Engineering, Northeastern University, NO. 3-11 Wenhua Road, Shenyang, 110819, Liaoning, China
| | - Jian Zhou
- Department of Endocrinology and Metabolism, Shanghai Clinical Center for Diabetes, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China.
| | - Xia Yu
- College of Information Science and Engineering, Northeastern University, NO. 3-11 Wenhua Road, Shenyang, 110819, Liaoning, China.
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Shi W, Dong Y, Liu S, Li F, Zhu C. Corilagin alleviates ferroptosis in diabetic retinopathy by activating the Nrf2 signaling pathway. Biomed Pharmacother 2024; 179:117409. [PMID: 39243434 DOI: 10.1016/j.biopha.2024.117409] [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: 06/11/2024] [Revised: 08/16/2024] [Accepted: 09/02/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND AND PURPOSE Diabetic retinopathy (DR) is a prevalent complication of diabetes, with a rising global incidence, and can result in significant vision impairment and potential blindness in adults. Corilagin (COR) has been shown to regulate several pathological processes. However, the specific protective role and mechanism of action of COR in DR remain unknown. EXPERIMENTAL APPROACH The protective effects and mechanisms of COR in DR were examined using the ARPE-19 cell line and C57BL/6 mice. Intraretinal tissue damage and molecular markers were evaluated to investigate the impact of COR on oxidative stress and cell death pathways. KEY RESULTS In vitro, COR significantly reduced the cytotoxic effects of high glucose (HG) on ARPE-19 cells. Furthermore, COR also effectively decreased HG-induced lipid peroxidation, iron deposition, and ferroptosis and reduced damage to retinal tight junction proteins. Similarly, an in vivo study of streptozotocin (STZ)-induced DM mice showed that the daily gavage of COR for eight weeks notably alleviated DR. Mechanistically, COR activated the Nrf2 antioxidant signaling pathway both in vivo and in vitro, preventing HG-induced alterations in morphological and biochemical parameters. Notably, our study demonstrated that compared with controls, Nrf2 knockout mice and siNrf2-treated cells were more vulnerable to ferroptosis under HG conditions, and the protective effect of COR on DR was substantially diminished in these models. CONCLUSION AND IMPLICATIONS These data indicate that COR has a protective effect against HG-induced retinal injury via a mechanism associated with the Nrf2-dependent antioxidant pathway and ferroptosis regulation.
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Affiliation(s)
- Wenxin Shi
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, China
| | - Yuchen Dong
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, China
| | - Shuyan Liu
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, China
| | - Fengji Li
- The Second Hospital of Jilin University, Changchun, China
| | - Chao Zhu
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, China.
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Li C, Chen X, Zhang S, Liang C, Deng Q, Li X, Yan H. Pericyte loss via glutaredoxin2 downregulation aggravates diabetes-induced microvascular dysfunction. Exp Eye Res 2024; 247:110025. [PMID: 39117135 DOI: 10.1016/j.exer.2024.110025] [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: 03/11/2024] [Revised: 07/16/2024] [Accepted: 08/05/2024] [Indexed: 08/10/2024]
Abstract
Diabetic retinopathy (DR) is the leading cause of vision loss and blindness among working-age adults. Pericyte loss is an early pathological feature of DR. Under hyperglycemic conditions, reactive oxygen species (ROS) production increases, leading to oxidative stress and subsequent mitochondrial dysfunction and apoptosis. Dysfunctional pericyte can cause retinal vascular leakage, obliteration, and neovascularization. Glutaredoxin 2 (Grx2) is a mitochondrial glutathione-dependent oxidoreductase which protects cells against oxidative insults by safeguarding mitochondrial function. Whether Grx2 plays a protective role in diabetes-induced microvascular dysfunction remains unclear. Our findings revealed that diabetes-related stress reduced Grx2 expression in pericytes, but not in endothelial cells. Grx2 knock-in ameliorated diabetes-induced microvascular dysfunction in vivo DR models. Decreased Grx2 expression led to significant pericyte apoptosis, and pericyte dysfunction, namely reduced pericyte recruitment towards endothelial cells and increased endothelial cell permeability. Conversely, upregulating Grx2 reversed these effects. Furthermore, Grx2 regulated pericyte apoptosis by modulating complex I activity, which is crucial for pericyte mitochondrial function. Overall, our study uncovered a novel mechanism whereby high glucose inhibited Grx2 expression in vivo and in vitro. Grx2 downregulation exacerbated pericyte apoptosis, pericyte dysfunction, and retinal vascular dysfunction by inactivating complex I and mediating mitochondrial dysfunction in pericytes.
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Affiliation(s)
- Chenshuang Li
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, Shaanxi Province, China; Department of Ophthalmology, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi Province, China.
| | - Xi Chen
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, Shaanxi Province, China; Institute of Medical Research, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi Province, China.
| | - Siqi Zhang
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, Shaanxi Province, China; Department of Ophthalmology, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi Province, China.
| | - Chen Liang
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, Shaanxi Province, China; Department of Ophthalmology, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi Province, China.
| | - Qi Deng
- Institute of Medical Research, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi Province, China.
| | - Xinnan Li
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, Shaanxi Province, China; Department of Ophthalmology, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi Province, China.
| | - Hong Yan
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, Shaanxi Province, China; Department of Ophthalmology, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi Province, China; Institute of Medical Research, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi Province, China.
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39
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Stark AK, Penn JS. Prostanoid signaling in retinal vascular diseases. Prostaglandins Other Lipid Mediat 2024; 174:106864. [PMID: 38955261 DOI: 10.1016/j.prostaglandins.2024.106864] [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: 03/30/2024] [Revised: 06/11/2024] [Accepted: 06/21/2024] [Indexed: 07/04/2024]
Abstract
The vasculature of the retina is exposed to systemic and local factors that have the capacity to induce several retinal vascular diseases, each of which may lead to vision loss. Prostaglandin signaling has arisen as a potential therapeutic target for several of these diseases due to the diverse manners in which these lipid mediators may affect retinal blood vessel function. Previous reports and clinical practices have investigated cyclooxygenase (COX) inhibition by nonsteroidal anti-inflammatory drugs (NSAIDs) to address retinal diseases with varying degrees of success; however, targeting individual prostanoids or their distinct receptors affords more signaling specificity and poses strong potential for therapeutic development. This review offers a comprehensive view of prostanoid signaling involved in five key retinal vascular diseases: retinopathy of prematurity, diabetic retinopathy, age-related macular degeneration, retinal occlusive diseases, and uveitis. Mechanistic and clinical studies of these lipid mediators provide an outlook for therapeutic development with the potential to reduce vision loss in each of these conditions.
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Affiliation(s)
- Amy K Stark
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA.
| | - John S Penn
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA; Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
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Zhang G, Wen X, Li Y, Sun J, Jia H, Sun X. Comprehensive assessment of the impact of intravitreal faricimab on retinal diseases: A systematic review, meta-analysis, and trial sequential analysis. Pharmacol Res 2024; 208:107335. [PMID: 39147004 DOI: 10.1016/j.phrs.2024.107335] [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: 03/20/2024] [Revised: 07/17/2024] [Accepted: 07/29/2024] [Indexed: 08/17/2024]
Abstract
BACKGROUND Faricimab stands as the inaugural and sole bispecific antibody approved by the US Food and Drug Administration (FDA) for intravitreal injection. Nonetheless, the efficacy and safety of intravitreal faricimab remained uncertain. OBJECTIVES The purpose of this study was to evaluate faricimab. METHODS This systematic review and meta-analysis followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (CRD42023398320). Five databases (Pubmed, Embase, Web of science, Cochrane Library, ClinicalTrials gov) were searched. We calculated pooled standard mean difference or odds ratio with 95 % confident interval under a random-effect model or fixed-effect model. Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) was employed to ascertain the reliability of the analyses. Trial sequential analysis was performed to gauge the statistical reliability of the data in the cumulative meta-analysis. RESULTS 8 studies (3975 participants) were included. The use of faricimab was associated with central subfield thickness (CST) change, but no difference was found in other primary efficacy outcomes. Apart from that, a correlation was observed between the use of faricimab and the risk of vitreous floaters. Based on TSA, strong evidence indicates that compared to the control group, faricimab aided in reducing CST but increasing the risk of vitreous floaters. CONCLUSIONS In this study, a correlation existed between the use of faricimab and a reduction in CST, indicating a superior therapeutic effect. Moreover, participants treated with faricimab demonstrated a higher risk of vitreous floaters. More randomized controlled trials are essential to further explore the efficacy and safety of faricimab.
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Affiliation(s)
- Guanran Zhang
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China; Shanghai Key Laboratory of Fundus Diseases, Shanghai, China; National Clinical Research Center for Ophthalmic Diseases, Shanghai, China
| | - Xin Wen
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yanrong Li
- Clinical Medicine, Shandong University, Jinan, China
| | - Junran Sun
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China; Shanghai Key Laboratory of Fundus Diseases, Shanghai, China; National Clinical Research Center for Ophthalmic Diseases, Shanghai, China.
| | - Huixun Jia
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China; Shanghai Key Laboratory of Fundus Diseases, Shanghai, China; National Clinical Research Center for Ophthalmic Diseases, Shanghai, China
| | - Xiaodong Sun
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China; Shanghai Key Laboratory of Fundus Diseases, Shanghai, China; National Clinical Research Center for Ophthalmic Diseases, Shanghai, China
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Xu X, Xu S, Gao Y, He S, He J, Chen X, Guo J, Zhang X. Remote ischemic conditioning slows blood-retinal barrier damage in type 1 diabetic rats. Brain Res 2024; 1846:149253. [PMID: 39332618 DOI: 10.1016/j.brainres.2024.149253] [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: 07/27/2024] [Revised: 09/03/2024] [Accepted: 09/24/2024] [Indexed: 09/29/2024]
Abstract
Diabetic retinopathy (DR) is one of the major complications of diabetes and can cause severe visual impairment. Blood-retina barrier (BRB) destruction resulted from chronic hyperglycemia underlines its major pathological process. However, current treatments have limited efficacy and may even cause serious complications. Remote ischemic conditioning (RIC), through repeated transient mechanical occlusion of limb blood vessels, has been confirmed to promote blood-brain barrier integrity after stroke, but its role in BRB disruption has not been elucidated. This study aimed to investigate the protective effects of RIC on the BRB in diabetic rats and its potential mechanisms. 48 Sprague-Dawley rats were randomly assigned to the Sham group, Sham + RIC group, diabetes mellitus (DM) group and DM+RIC group. The diabetic model was successfully induced by intraperitoneal injection of streptozotocin. RIC treatment was administered daily and lasted for 9 weeks. In functional analysis, RIC improved the retinal function based on electroretinogram data and reduced the leakage of BRB in diabetic rats. In proteomic analysis, tight junction pathway was enriched after RIC treatment, in which Patj gene was significantly increased. We also found that RIC increased mRNA levels of Patj, claudin-1 and zonula occludens (ZO)-1, protein expression of claudin-1 when compared with diabetic models. In conclusion, RIC slowed BRB damage in diabetic rats, which may be related to the preservation of tight junction proteins. RIC may be a promising protective strategy for the treatment of DR.
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Affiliation(s)
- Xiaohan Xu
- Department of Ophthalmology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Shuaili Xu
- Department of Neurology and China-America Institute of Neuroscience, Xuanwu Hospital, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China
| | - Yuan Gao
- Department of Ophthalmology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Shan He
- Department of Ophthalmology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Jiachen He
- Department of Neurology and China-America Institute of Neuroscience, Xuanwu Hospital, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China
| | - Xi Chen
- Department of Neurology and China-America Institute of Neuroscience, Xuanwu Hospital, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China
| | - Jiaqi Guo
- Department of Neurology and China-America Institute of Neuroscience, Xuanwu Hospital, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China
| | - Xuxiang Zhang
- Department of Ophthalmology, Xuanwu Hospital of Capital Medical University, Beijing, China.
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Bastos CMC, da Silva Machado LM, Crispim D, Canani LH, dos Santos KG. Association of the rs9896052 Polymorphism Upstream of GRB2 with Proliferative Diabetic Retinopathy in Patients with Less than 10 Years of Diabetes. Int J Mol Sci 2024; 25:10232. [PMID: 39408563 PMCID: PMC11477274 DOI: 10.3390/ijms251910232] [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: 07/22/2024] [Revised: 09/17/2024] [Accepted: 09/20/2024] [Indexed: 10/20/2024] Open
Abstract
Growth factor receptor-bound protein 2 (GRB2) is a negative regulator of insulin signaling and a positive regulator of angiogenesis. Its expression is increased in a mouse model of retinal neovascularization and in patients with type 2 diabetes mellitus (T2DM). This case-control study aimed to investigate the association between the rs9896052 polymorphism (A>C) upstream of GRB2 and proliferative diabetic retinopathy (PDR) in patients with T2DM from Southern Brazil, taking into consideration self-reported skin color (white or non-white) and the known duration of diabetes (<10 years or ≥10 years). Genotypes were determined by real-time PCR in 838 patients with T2DM (284 cases with PDR and 554 controls without DR). In the total study group and in the analysis stratified by skin color, the genotype and allele frequencies were similar between cases and controls. However, among patients with less than 10 years of diabetes, the C allele was more frequent in cases than in controls (63.3% versus 51.8%, p = 0.032), and the CC genotype was independently associated with an increased risk of PDR (adjusted OR = 2.82, 95% CI 1.17-6.75). In conclusion, our findings support the hypothesis that the rs9896052 polymorphism near GRB2 is associated with PDR in Brazilian patients with T2DM.
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Affiliation(s)
- Caroline Moura Cardoso Bastos
- Laboratory of Human Molecular Genetics, Lutheran University of Brazil (ULBRA), Av. Farroupilha 8001, Canoas 92425-900, RS, Brazil; (C.M.C.B.); (L.M.d.S.M.)
| | - Lucas Marcelo da Silva Machado
- Laboratory of Human Molecular Genetics, Lutheran University of Brazil (ULBRA), Av. Farroupilha 8001, Canoas 92425-900, RS, Brazil; (C.M.C.B.); (L.M.d.S.M.)
| | - Daisy Crispim
- Endocrine Division, Clinical Hospital of Porto Alegre (HCPA), R. Ramiro Barcelos 2350, Porto Alegre 90035-903, RS, Brazil;
| | - Luís Henrique Canani
- Department of Internal Medicine, Federal University of Rio Grande do Sul (UFRGS), R. Ramiro Barcelos 2400, Porto Alegre 90035-003, RS, Brazil;
| | - Kátia Gonçalves dos Santos
- Laboratory of Human Molecular Genetics, Lutheran University of Brazil (ULBRA), Av. Farroupilha 8001, Canoas 92425-900, RS, Brazil; (C.M.C.B.); (L.M.d.S.M.)
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Wang S, Hua R, Zhao Y, Liu L. Laser Treatment for Diabetic Retinopathy: History, Mechanism, and Novel Technologies. J Clin Med 2024; 13:5439. [PMID: 39336925 PMCID: PMC11432231 DOI: 10.3390/jcm13185439] [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: 06/10/2024] [Revised: 08/27/2024] [Accepted: 09/10/2024] [Indexed: 09/30/2024] Open
Abstract
Background: Diabetic retinopathy (DR), as a complication of diabetes mellitus (DM), remains a significant contributor to preventable vision impairment in the working-age population. Laser photocoagulation is essential in treating DR in conjunction with anti-vascular endothelial growth factor (VEGF) injection, steroids, and vitrectomy. This review summarizes the history of laser photocoagulation and highlights its current role and long-term effectiveness in real-world conditions. Methods: The National Clinical Trial (NCT), PubMed, Google Scholar, and China National Knowledge Infrastructure (CNKI) databases were searched utilizing combined or individual keywords, and a total of 121 articles were reviewed by the authors. Results: Several novel laser photocoagulation technologies, such as patterned scanning laser, subthreshold micropulse laser, navigated laser, multimodal imaging-guided laser, and retina rejuvenation therapy, substantially decrease the adverse effects and improve the accuracy and security of laser therapy. Numerous studies have demonstrated the outstanding clinical efficacy of combination therapies with pharmacologic treatments like anti-VEGF in treating DR and diabetic macular edema (DME). A 20-year follow-up retrospective study in our center preliminarily demonstrated the long-term effectiveness of conventional laser photocoagulation. Conclusions: More clinical trials are required to confirm the clinical effectiveness of novel laser technologies. Better treatment protocols for the combination therapy may be detailed. Anti-VEGF treatment has better effects, especially for DME and in a short period. But in real-world conditions, given the long-term effectiveness and economic advantages of conventional laser treatment, it should be prioritized over anti-VEGF injection in certain situations.
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Affiliation(s)
| | | | | | - Limin Liu
- Department of Ophthalmology, The First Affiliated Hospital of China Medical University, No. 155 Nanjing Bei Street, Heping District, Shenyang 110001, China or (R.H.)
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Vujosevic S, Alovisi C, Piccoli G, Brambilla M, Torti E, Marenzi E, Leporati F, Luzi L, Nucci P. Severity of Disorganization of Retinal Layers and Visual Function Impairment in Diabetic Retinopathy. Ophthalmol Retina 2024; 8:880-888. [PMID: 38604502 DOI: 10.1016/j.oret.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 03/18/2024] [Accepted: 04/04/2024] [Indexed: 04/13/2024]
Abstract
PURPOSE To evaluate best-corrected visual acuity (BCVA), retina sensitivity (RS), and fixation impairment by microperimetry (MP) due to the presence and severity of disorganization of retinal inner and outer layers (DRIL/DROL) and ischemia in OCT/OCT angiography (OCTA) in diabetic retinopathy (DR). DESIGN Retrospective case-control study. SUBJECTS Seventy-six eyes (65 patients) with DR were analyzed. Major exclusion criteria were: center-involving diabetic macular edema (DME), significant media opacity, nondiabetic macular pathology, and active proliferative DR. Patients with DRIL and DROL within central 3 mm were enrolled as cases. Patients with DR and no retina disorganization were considered as controls. METHODS A detailed grading of MP and OCT/OCTA images using Image J software, and specific Image Manipulation Program was applied to colocalize the presence of retina disorganization and RS. Best-corrected visual acuity and RS were correlated with the disorganization of retina layers' characteristics and grading (grade 1-DRIL; grade 2-DROL; grade 3-DROL plus, with involvement of the ellipsoid zone). The same procedure of colocalization was applied to the vascular layers on OCTA using MATLAB. MAIN OUTCOME MEASURES Correlation between BCVA and MP parameters with disorganization of retina layers grading and OCTA parameters. RESULTS Best-corrected visual acuity, mean RS within 1 mm and central 3 mm (overall RS [oRS]), perfusion density, vessel density, and geometric perfusion deficit in intermediate and deep capillary plexuses were lower in cases versus controls (P < 0.001). Mean RS within 1 mm (21.4 decibels [dB] ± 2.4 vs. 13.8 dB ± 5.4, P = 0.002), oRS (22.0 dB ± 2.1 vs. 14.4 dB ± 4.6, P < 0.001), and BCVA (76.1 ± 7.4 vs. 61.2 ± 20.4 ETDRS letters; P = 0.02), had a significant decrease from grade 1 to grade 3 retina disorganization. Choriocapillaris flow voids (CC-FVs) increased from grade 1 to grade 3 (DROL plus) (P = 0.004). Overall retina sensitivity and CC-FV were identified as significant predictors of retina disorganization grade with an adjusted coefficient of determination, R2 = 0.45. Cases had more dense scotomas (P = 0.03) than controls with a positive correlation between the worsening of fixation stability and the severity of DRIL/DROL (P = 0.04). CONCLUSIONS Microperimetry and BCVA documented a reduction in visual function in patients with DR and disorganization of retina layers at different grades, with greater functional impairment when outer retina layers and photoreceptors are involved. The severity of retina disorganization and the presence of ischemia could serve as a potential biomarker of functional impairment. 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)
- Stela Vujosevic
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy; Eye Clinic, IRCCS MultiMedica, Milan, Italy.
| | | | | | - Marco Brambilla
- Department of Medical Physics, University Hospital Maggiore della Carità, Novara, Italy
| | - Emanuele Torti
- Laboratory of Custom Computing and Programmable Systems, Department of Electrical, Computer and Biomedical Engineering, Università degli Studi di Pavia, Pavia, Lombardia, Italy
| | - Elisa Marenzi
- Laboratory of Custom Computing and Programmable Systems, Department of Electrical, Computer and Biomedical Engineering, Università degli Studi di Pavia, Pavia, Lombardia, Italy
| | - Francesco Leporati
- Laboratory of Custom Computing and Programmable Systems, Department of Electrical, Computer and Biomedical Engineering, Università degli Studi di Pavia, Pavia, Lombardia, Italy
| | - Livio Luzi
- Department of Endocrinology, Nutrition and Metabolic Diseases, IRCCS MultiMedica, Milan, Italy; Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - Paolo Nucci
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
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Zhong X, Yang S, Zhu Z, Li H, Cheng W, Wang W. Trajectories of choriocapillaris perfusion in healthy individuals and patients with diabetes mellitus: a prospective cohort study. Br J Ophthalmol 2024:bjo-2024-325515. [PMID: 39197953 DOI: 10.1136/bjo-2024-325515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 08/03/2024] [Indexed: 09/01/2024]
Abstract
PURPOSE To evaluate the longitudinal rate of choriocapillaris flow deficits (CFD) in healthy participants and patients with diabetes mellitus. METHODS This prospective cohort study included healthy individuals and diabetic patients without diabetic retinopathy (non-DR) or with mild-to-moderate non-proliferative DR (NPDR). The swept-source optical coherence tomography angiography (OCTA) was adopted for quantifying CFD annually, and linear mixed models were used to analyse the CFD change and its 95% CI overtime. RESULTS A total of 1025 individuals were included, including 465 healthy controls, 454 in the non-DR group and 106 in the NPDR group. Significant increase in CFDs was observed in NPDR group (0.423%, 95% CI 0.230% to 0.616%) and non-DR group (0.319%, 95% CI 0.225% to 0.412%), which were higher than the CFD in healthy controls (0.173%, 95% CI 0.079% to 0.266%). After adjusting for other factors, the non-DR and NPDR group had a greater annual elevation of CFD by 0.171% (95% CI 0.060% to 0.283%; p=0.003) and 0.258% (95% CI 0.068% to 0.449%; p=0.008) in comparisons with controls. Furthermore, higher serum creatinine and glycated haemoglobin levels, poorer best-corrected visual acuity, lower OCTA image quality scores and smaller CFD at baseline were independently related to accelerated CFD worsening (all p<0.05). CONCLUSIONS The CFD among healthy individuals and patients with diabetes increased consistently overtime, regardless of the presence or absence of DR, suggesting that CFD alterations could be an early indicator of microvascular complications, potentially aiding in the earlier DR detection.
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Affiliation(s)
- Xiaoying Zhong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China
- 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Shaopeng Yang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China
| | - Ziyu Zhu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China
| | - Huangdong Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China
| | - Weijing Cheng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China
| | - Wei Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China
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Zhou L, Xu Z, Lu H, Cho H, Xie Y, Lee G, Ri K, Duh EJ. Suppression of inner blood-retinal barrier breakdown and pathogenic Müller glia activation in ischemia retinopathy by myeloid cell depletion. J Neuroinflammation 2024; 21:210. [PMID: 39182142 PMCID: PMC11344463 DOI: 10.1186/s12974-024-03190-9] [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: 05/16/2024] [Accepted: 07/29/2024] [Indexed: 08/27/2024] Open
Abstract
Ischemic retinopathies including diabetic retinopathy are major causes of vision loss. Inner blood-retinal barrier (BRB) breakdown with retinal vascular hyperpermeability results in macular edema. Although dysfunction of the neurovascular unit including neurons, glia, and vascular cells is now understood to underlie this process, there is a need for fuller elucidation of the underlying events in BRB dysfunction in ischemic disease, including a systematic analysis of myeloid cells and exploration of cellular cross-talk. We used an approach for microglia depletion with the CSF-1R inhibitor PLX5622 (PLX) in the retinal ischemia-reperfusion (IR) model. Under non-IR conditions, PLX treatment successfully depleted microglia in the retina. PLX suppressed the microglial activation response following IR as well as infiltration of monocyte-derived macrophages. This occurred in association with reduction of retinal expression of chemokines including CCL2 and the inflammatory adhesion molecule ICAM-1. In addition, there was a marked suppression of retinal neuroinflammation with reduction in expression of IL-1b, IL-6, Ptgs2, TNF-a, and Angpt2, a protein that regulates BRB permeability. PLX treatment significantly suppressed inner BRB breakdown following IR, without an appreciable effect on neuronal dysfunction. A translatomic analysis of Müller glial-specific gene expression in vivo using the Ribotag approach demonstrated a strong suppression of Müller cell expression of multiple pro-inflammatory genes following PLX treatment. Co-culture studies of Müller cells and microglia demonstrated that activated microglia directly upregulates Müller cell-expression of these inflammatory genes, indicating Müller cells as a downstream effector of myeloid cells in retinal IR. Co-culture studies of these two cell types with endothelial cells demonstrated the ability of both activated microglia and Müller cells to compromise EC barrier function. Interestingly, quiescent Müller cells enhanced EC barrier function in this co-culture system. Together this demonstrates a pivotal role for myeloid cells in inner BRB breakdown in the setting of ischemia-associated disease and indicates that myeloid cells play a major role in iBRB dysregulation, through direct and indirect effects, while Müller glia participate in amplifying the neuroinflammatory effect of myeloid cells.
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Affiliation(s)
- Lingli Zhou
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-Sen University, Guangzhou, China
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zhenhua Xu
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Haining Lu
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hongkwan Cho
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yangyiran Xie
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Grace Lee
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kaoru Ri
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elia J Duh
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Zhou P, Zhang S, Li L, Zhang R, Guo G, Zhang Y, Wang R, Liu M, Wang Z, Zhao H, Yang G, Xie S, Ran J. Targeted degradation of VEGF with bispecific aptamer-based LYTACs ameliorates pathological retinal angiogenesis. Theranostics 2024; 14:4983-5000. [PMID: 39267779 PMCID: PMC11388081 DOI: 10.7150/thno.98467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 08/06/2024] [Indexed: 09/15/2024] Open
Abstract
Rationale: Neovascular ocular diseases (NODs) represent the leading cause of visual impairment globally. Despite significant advances in anti-angiogenic therapies targeting vascular endothelial growth factor (VEGF), persistent challenges remain prevalent. As a proof-of-concept study, we herein demonstrate the effectiveness of targeted degradation of VEGF with bispecific aptamer-based lysosome-targeting chimeras (referred to as VED-LYTACs). Methods: VED-LYTACs were constructed with three distinct modules: a mannose-6-phosphate receptor (M6PR)-binding motif containing an M6PR aptamer, a VEGF-binding module with an aptamer targeting VEGF, and a linker essential for bridging and stabilizing the two-aptamer structure. The degradation efficiency of VED-LYTACs via the autophagy-lysosome system was examined using an enzyme-linked immunosorbent assay (ELISA) and immunofluorescence staining. Subsequently, the anti-angiogenic effects of VED-LYTACs were evaluated using in vitro wound healing assay, tube formation assay, three-dimensional sprouting assay, and ex vivo aortic ring sprouting assay. Finally, the potential therapeutic effects of VED-LYTACs on pathological retinal neovascularization and vascular leakage were tested by employing mouse models of NODs. Results: The engineered VED-LYTACs promote the interaction between M6PR and VEGF, consequently facilitating the translocation and degradation of VEGF through the lysosome. Our data show that treatment with VED-LYTACs significantly suppresses VEGF-induced angiogenic activities both in vitro and ex vivo. In addition, intravitreal injection of VED-LYTACs remarkably ameliorates abnormal vascular proliferation and leakage in mouse models of NODs. Conclusion: Our findings present a novel strategy for targeting VEGF degradation with an aptamer-based LYTAC system, effectively ameliorating pathological retinal angiogenesis. These results suggest that VED-LYTACs have potential as therapeutic agents for managing NODs.
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Affiliation(s)
- Ping Zhou
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Sai Zhang
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Lin Li
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Renshuai Zhang
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Guizhi Guo
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Yufei Zhang
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Runa Wang
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Miaoyuan Liu
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Zhiyi Wang
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Huijie Zhao
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Guiwen Yang
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Songbo Xie
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Jie Ran
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
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Gong Q, Wang J, Luo D, Xu Y, Zhang R, Li X, Yin Z, Fang J, Wang H. Accumulation of branched-chain amino acids deteriorates the neuroinflammatory response of Müller cells in diabetic retinopathy via leucine/Sestrin2-mediated sensing of mTOR signaling. Acta Diabetol 2024:10.1007/s00592-024-02349-3. [PMID: 39150511 DOI: 10.1007/s00592-024-02349-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 07/22/2024] [Indexed: 08/17/2024]
Abstract
AIMS This study aimed to investigate branched-chain amino acid (BCAA) catabolism in diabetic retinopathy (DR). METHODS Wild-type and db/db mice were fed BCAAs (5 or 10 mg/kg/day) for 12 weeks, and hyperglycemia-exposed Müller cells were treated with BCAAs (2 or 5 mmol/L) for 24 and 48 h. BCAA levels were measured using MS/MS. Western blotting was performed to detect proteins. Flow cytometry, oxygen consumption rate, and Cell Counting Kit-8 assays were used to evaluate Müller cell viability. Each experiment was conducted at least thrice. RESULTS BCAAs and branched-chain α-keto acids (BCKAs) were increased in the retina and systemic tissues of diabetic mice, and these changes were further enhanced to approximately 2-fold by extra BCAAs compared to wild-type group. In vitro, BCAAs and BCKAs were induced in hyperglycemic Müller cells, and augmented by BCAA supplementation. The aberrant BCAA catabolism was accompanied by mTORC1 activation and subsequently induced TNF-ɑ, VEGFA, GS, and GFAP in retinas and Müller cells under diabetic conditions. The cell apoptosis rate increased by approximately 50%, and mitochondrial respiration was inhibited by hyperglycemia and BCAA in Müller cells. Additionally, mTORC1 signaling was activated by leucine in Müller cells. Knockdown of Sestrin2 or LeuRS significantly abolished the leucine-induced mTORC1 phosphorylation and protected Müller cell viability under diabetic conditions. CONCLUSIONS We found that BCAA catabolism is hindered in DR through mTORC1 activation. Leucine plays a key role in inducing mTORC1 by sensing Sestrin2 in Müller cells. Targeting Sestrin2 may ameliorate the toxic effects of BCAA accumulation on Müller cells in DR.
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Affiliation(s)
- Qiaoyun Gong
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
- National Clinical Research Center for Eye Diseases, No. 100 Haining Road, Hongkou District, Shanghai, 200080, China
- Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai, China
- Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai, China
- Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai, China
| | - Jingyi Wang
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
- National Clinical Research Center for Eye Diseases, No. 100 Haining Road, Hongkou District, Shanghai, 200080, China
- Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai, China
- Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai, China
- Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai, China
| | - Dawei Luo
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
- National Clinical Research Center for Eye Diseases, No. 100 Haining Road, Hongkou District, Shanghai, 200080, China
- Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai, China
- Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai, China
- Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai, China
| | - Yupeng Xu
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
- National Clinical Research Center for Eye Diseases, No. 100 Haining Road, Hongkou District, Shanghai, 200080, China
- Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai, China
- Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai, China
- Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai, China
| | - Rulin Zhang
- Department of Laboratory Medicine, Shanghai General Hospital, Shanghai, China
| | - Xin Li
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Zihan Yin
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
- National Clinical Research Center for Eye Diseases, No. 100 Haining Road, Hongkou District, Shanghai, 200080, China
- Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai, China
- Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai, China
- Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai, China
| | - Junwei Fang
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
- National Clinical Research Center for Eye Diseases, No. 100 Haining Road, Hongkou District, Shanghai, 200080, China
- Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai, China
- Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai, China
- Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai, China
| | - Haiyan Wang
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China.
- National Clinical Research Center for Eye Diseases, No. 100 Haining Road, Hongkou District, Shanghai, 200080, China.
- Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai, China.
- Shanghai Engineering Center for Visual Science and Photomedicine, Shanghai, China.
- Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai, China.
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49
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Du K, Liu Y, Zhao X, Wang H, Wan X, Sun X, Luo W. Global research trends and hotspots of oxidative stress in diabetic retinopathy (2000-2024). Front Endocrinol (Lausanne) 2024; 15:1428411. [PMID: 39220368 PMCID: PMC11361963 DOI: 10.3389/fendo.2024.1428411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 07/29/2024] [Indexed: 09/04/2024] Open
Abstract
Introduction Oxidative stress has been identified as a major contributor to the pathogenesis of DR, and many diagnostic and therapeutic strategies have been developed to target oxidative stress. Our aim was to understand the contribution of the country of origin of the publication, the institution, the authors, and the collaborative relationship between them. Methods We performed a bibliometric analysis to summarize and explore the research hotspots and trends of oxidative stress in the DR. Results We observe an upward trend in the number of posts on related topics from year to year. Expanding on this, Queens University Belfast is the most influential research institution. Current research hotspots and trends focus on the mechanism of autophagy and NLRP3 inflammasome's role in oxidative stress in DR. Discussion We conducted a multi-dimensional analysis of the research status of oxidative stress in diabetic retinopathy through bibliometric analysis, and proposed possible future research trends and hotspots.
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Affiliation(s)
| | | | | | | | | | | | - Wenjuan Luo
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China
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50
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Qi Y, Liu X, Chen Y, Wu Y, Sun Y, Liu X, Bao Q, Zhang J, Yuan G, Wang T, Sun X, Liu S, Gao H. Enhanced Intrusion of Exogenous Airborne Fine Particles toward Eyes in Humans and Animals: Where Damaged Blood-Ocular Barrier Plays a Crucial Role. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:13636-13647. [PMID: 38961559 PMCID: PMC11308520 DOI: 10.1021/acs.est.4c01791] [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: 02/20/2024] [Revised: 06/27/2024] [Accepted: 06/28/2024] [Indexed: 07/05/2024]
Abstract
Emerging data suggest a close correlation between ambient fine particle (AFP) exposure and eye disorders and pinpoint potential threats of AFPs to eye health in humans. However, the possible passage (including direct intrusion) and the interactions of AFPs with the eye microenvironment in addition to morphological and physiological injuries remain elusive. To this end, the likely transport of AFPs into the eyes via blood-ocular barrier (BOB) in humans and animals was investigated herein. Exogenous particles were recognized inside human eyes with detailed structural and chemical fingerprints. Importantly, comparable AFPs were found in sera with constant structural and chemical fingerprints, hinting at the translocation pathway from blood circulation into the eye. Furthermore, we found that the particle concentrations in human eyes from patients with diabetic retinopathy were much higher than those from patients with no fundus pathological changes (i.e., myopia), indicating that the damaged BOB increased the possibility of particle entrance. Our diseased animal model further corroborated these findings. Collectively, our results offer a new piece of evidence on the intrusion of exogenous particles into human eyes and provide an explanation for AFP-induced eye disorders, with substantially increased risk in susceptible individuals with BOB injuries.
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Affiliation(s)
- Yu Qi
- State
Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese
Academy of Sciences, Beijing 100085, China
- College
of Resources and Environment, University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaoxue Liu
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
- School
of Ophthalmology, Shandong First Medical
University & Shandong Academy of Medical Science, Jinan 250000, China
- Science
and Technology Innovation Center, Shandong
First Medical University & Shandong Academy of Medical Sciences, Jinan 250000, China
| | - Yucai Chen
- State
Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese
Academy of Sciences, Beijing 100085, China
- College
of Resources and Environment, University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Yue Wu
- State
Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese
Academy of Sciences, Beijing 100085, China
- College
of Resources and Environment, University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Yu Sun
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
| | - Xiaoyu Liu
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
| | - Qingdong Bao
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
| | - Jingjing Zhang
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
| | - Gongqiang Yuan
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
| | - Ting Wang
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
| | - Xiaolei Sun
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
| | - Sijin Liu
- State
Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese
Academy of Sciences, Beijing 100085, China
- College
of Resources and Environment, University
of Chinese Academy of Sciences, Beijing 100049, China
- Science
and Technology Innovation Center, Shandong
First Medical University & Shandong Academy of Medical Sciences, Jinan 250000, China
| | - Hua Gao
- State
Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory
of Ophthalmology, Eye Institute of Shandong
First Medical University, Eye Hospital of Shandong First Medical University, Qingdao 266000, China
- School
of Ophthalmology, Shandong First Medical
University & Shandong Academy of Medical Science, Jinan 250000, China
- Science
and Technology Innovation Center, Shandong
First Medical University & Shandong Academy of Medical Sciences, Jinan 250000, China
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