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CURRENT OPHTHALMOLOGY |
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Year : 2012 | Volume
: 60
| Issue : 5 | Page : 428-431 |
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The worldwide epidemic of diabetic retinopathy
Yingfeng Zheng1, Mingguang He2, Nathan Congdon2
1 State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, People's Republic of China; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 2 State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, People's Republic of China
Date of Submission | 12-Jun-2012 |
Date of Acceptance | 20-Jun-2012 |
Date of Web Publication | 4-Sep-2012 |
Correspondence Address: Nathan Congdon Department of Preventive Ophthalmology, Zhongshan Ophthalmic Center, Guangzhou, People's Republic of China
 Source of Support: Dr. Zheng is supported by National Natural Science Foundation of China 81100686. Dr. He is supported by National Natural Science Foundation of China 30772393. Dr. Congdon is supported by a Thousand Man grant from the Chinese government, Conflict of Interest: None  | Check |
DOI: 10.4103/0301-4738.100542
Diabetic retinopathy (DR), a major microvascular complication of diabetes, has a significant impact on the world's health systems. Globally, the number of people with DR will grow from 126.6 million in 2010 to 191.0 million by 2030, and we estimate that the number with vision-threatening diabetic retinopathy (VTDR) will increase from 37.3 million to 56.3 million, if prompt action is not taken. Despite growing evidence documenting the effectiveness of routine DR screening and early treatment, DR frequently leads to poor visual functioning and represents the leading cause of blindness in working-age populations. DR has been neglected in health-care research and planning in many low-income countries, where access to trained eye-care professionals and tertiary eye-care services may be inadequate. Demand for, as well as, supply of services may be a problem. Rates of compliance with diabetes medications and annual eye examinations may be low, the reasons for which are multifactorial. Innovative and comprehensive approaches are needed to reduce the risk of vision loss by prompt diagnosis and early treatment of VTDR. Keywords: Compliance, diabetic retinopathy, services
How to cite this article: Zheng Y, He M, Congdon N. The worldwide epidemic of diabetic retinopathy. Indian J Ophthalmol 2012;60:428-31 |
The prevalence of Diabetic Retinopathy (DR) is intimately linked to the upsurge in prevalence of diabetes. [1],[2],[3],[4],[5] Diabetes was once thought of as a disease of the affluent but it has now reached epidemic proportion in both developed and developing countries. Currently, at least 366 million people worldwide have diabetes, and this number is likely to increase as a result of an aging global population, urbanization, a rising prevalence of obesity, and sedentary lifestyles. [1] While recent improvement in diabetes treatment has decreased macrovascular mortality, more patients with diabetes live long enough for DR and vision-threatening diabetic retinopathy (VTDR) to develop. [6]
What is the Prevalence of Diabetic Retinopathy? | |  |
A recent systematic review of 35 population-based studies showed that the prevalence of DR, proliferative diabetic retinopathy (PDR), diabetic macular edema (DME), and VTDR among individuals with diabetes is 34.6%, 7.0%, 6.8%, and 10.2%, respectively. [7] By extrapolating these results to the global number of diabetics, we can estimate that the number of people with DR will grow from 126.6 million in 2011 to 191.0 million by 2030, and the number of people with VTDR will increase from 37.3 million to 56.3 million, if no urgent action is taken.
In the American National Health and Nutrition Examination Survey (NHNES, 2005-2008), 28.5% of diabetic patients had some degree of DR, 4.4% had VTDR. [8] Similar prevalence estimates are seen in many other developed countries. [7] In the not-so-distant past, DR was thought to be relatively uncommon in developing countries like China and India. [9],[10] It has now become apparent that many low- and middle-income countries are also confronting this challenge, and the prevalence is similar or even higher than that reported in developed countries. [7] China is a good example of a country facing both, the epidemic of diabetes and DR. China is estimated to have 92.4 million adults with diabetes, and a recent report in rural China showed that 43% of the patients with diabetes already have retinopathy and 6.3% have VTDR. [6],[11]
What is the Incidence of Diabetic Retinopathy? | |  |
While accurate figures are difficult to obtain for the incidence of DR, the results of the Wisconsin Epidemiologic Study of Diabetic Retinopathy (WESDR) showed that the overall incidence of DR in a 10-year interval from 1980-1982 to 1990-1992 was 74%, and among those with DR at baseline, 64% had more severe retinopathy and 17% developed PDR. [12] These figures were 89%, 76%, and 30%, respectively among the younger-onset group (diagnosed before age 30 years); and 67%, 53%, and 10%, respectively, among the older-onset group who did not use insulin. In the 25-year follow-up of the WESDR type-1 diabetes group, almost all patients (97%) developed DR, and among these, 42% progressed to PDR, 29% developed macular edema (ME) and 17% had clinically significant ME. [13],[14]
Has there been a Decline in the Prevalence/Incidence of Diabetic Retinopathy among those with Diabetes? | |  |
In the past three decades, the prevalence and incidence of DR among patients with type 1 diabetes have declined in the US, Australia, and other developed countries. A systemic review of 28 studies showed that participants reported on between1986 and 2008 had a lower incidence of PDR (2.6% vs. 19.5%) and severe visual loss (3.2% vs. 9.7%) at 4 years, compared with the 1975-1985 cohort, although the results do not differentiate type-1 from type-2 diabetes. [15] This decline may be due to improved glycemic control in recent decades, but it is too early to know if the decrease is on-going. There is also a lack of data to compare the effects of different treatment regimens (e.g., multiple daily injections versus continuous subcutaneous insulin infusion) on the incidence and progression of DR. In the WESDR cohort, the annual incidence of PDR declined from 3.4% to 1.4% among the type-1 diabetes, and the incidence of clinically significant macular edema (CSME) from 1.0% to 0.4%. [12] Nevertheless, this decline may not occur in low- or middle-income countries where the programs on early HbA1c screening and effective blood sugar and blood pressure control are unavailable. While studies have documented a decline in the incidence of DR among those with type-1 diabetes, the trend of DR among patients with type-2 diabetes remains uncertain.
What are the Risk Factors Associated with Diabetic Retinopathy? | |  |
Cross-sectional and longitudinal studies have identified some factors associated with a higher risk of DR. These include hyperglycemia, hypertension, dyslipidemia, duration of diabetes, pregnancy, puberty, and cataract surgery. [16] Despite the importance of glycemic control in diminishing the progression of DR, intensive glycemic control appeared to increase mortality among participants in the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial, [17] which raises concerns over the care of persons with type-2 diabetes who are at high risk of cardiovascular events, and highlights the need for close collaboration between diabetologists and ophthalmologists.
Is there a Socioeconomic Gradient in Prevalence of Diabetic Retinopathy? | |  |
The impact of socioeconomic inequality on health is now well recognized, and people with diabetes are unlikely to be immune. However, the extent to which socioeconomic status may influence patients with DR is unclear. In fact, the relationship between socioeconomic status and DR is only apparent in some but not all studies. [10],[18],[19] This observed weak or absent social gradient may be attributed to a number of competing influences, including lifestyle, health behaviors, attitude, mortality rate, and health-care systems. In many low- and middle-income countries, for example, higher socioeconomic groups are more likely to consume western foods and pursue a sedentary lifestyle than their poorer counterparts; these factors may counter the beneficial effects of good diabetes care and glycemic control among the rich. [19] These findings do not negate the importance of developing and evaluating ways of addressing the underlying sociocultural factors that render individuals vulnerable to DR and DR-related visual impairment.
What are the Consequences of Diabetic Retinopathy? | |  |
DR is rapidly emerging as a global health issue that may threaten patients' visual acuity and visual functioning. Although treatment of established retinopathy can reduce the risk for visual loss by 60%, [20] DR remains the leading cause of blindness among working-age adults in the world. The proportion of blindness attributable to DR ranges from 3-7% in much of South-East Asia and the Western Pacific region to 15-17% in the developed regions of the Americas and Europe. [21] In addition to the direct consequences of visual impairment, DR, particularly in its vision-threatening stages, has a substantial and negative impact on patients' emotional well-being, although the exact mechanisms remain to be determined. [22]
The financial costs of DR are mounting. Depending on the prevalence of diabetes and the organization of particular health systems, diabetes is estimated to account for 11.6% of the annual health-care budgets in most countries, and DR makes a big contribution to this figure. [23] In the United States alone, the direct annual costs of DR were estimated to be USD$490 million in 2004. [24] In Sweden, the annual average healthcare cost of any DR, PDR, and DME amounts to USD$93.6, USD$334.1, and USD$280.8, respectively, per patient. [25] Health economic data on the cost of DR in low- and middle-income countries is currently not available.
Challenges and Opportunities | |  |
Capacity
Globally, the backlog of diabetes has far outstripped the capacity and resources to implement DR eye care. Although many low- and middle-income countries (e.g., India and China) have begun to tackle the leading causes of remedial blindness, that is, cataract, the need for DR eye care remains largely unaddressed. [3],[4] The fundamental problem is lack of access to high-quality ophthalmologists, health care resources and facilities. Many countries still have one ophthalmologist per million population (1% of the scale in the United States), with the vast majority of ophthalmologists residing in large cities, leaving many rural and remote areas underserved. Even if basic eye screening is available, many patients with DR still have no adequate access to laser treatment. For example, a 2003 national survey in China showed that 90% of public hospitals have no lasers facilities. [26]
There is no simple solution to build capacity. In addition to poverty eradication programs, new health care delivery strategies should be promoted to meet the demand for DR eye care. Telemedicine, the use of telecommunication and information technologies to provide clinical health care at a distance, represents the single most promising technology in the context of rural DR care. It provides a tool whereby scattered delivery systems may be transformed into a comprehensive DR network that can capitalize on many of the resources, tools, and training already in place in urban areas. In regions where tertiary eye care services (e.g., laser and vitrectomy surgery) are not available, special referral mechanisms and education programs should be established so that advanced cases of DR can receive adequate treatment. There is also a need for the development of a low-cost, portable, and easy-to-operate laser devices. [27]
Sustainability
Sustainability is traditionally defined as the ability to maintain the benefits of eye care programs and support such programs financially, even when both technical and financial assistance are no longer provided from the outside. To be sustainable, a service or program should become politically and culturally integrated into the local environment. While "Sustainability" has, to an extent, become a buzzword in research and program proposals, provisions for this vary widely between eye care programs in developing areas. In the majority of developing countries, DR eye care does not exist in isolation from other eye care (cataract, refractive error, etc.) and opportunistic screening remains the predominant model. The operation of DR care depends on the sustainable development of the entire eye care program. Meanwhile, some countries (e.g., UK and Singapore) have begun to implement stand-alone DR eye care programs to tackle the burden of the disease, resulting in the issue of sustainability becoming even more important.
Management capacity is critically important for a sustainable DR eye care program, but this has been neglected in health-care planning and research. Many previous research projects have focused simply on technical aspects of DR eye care and service delivery (e.g., screening settings, grading thresholds, photographic methods, referral intervals), but without a sufficient appreciation of the role of good management. A local DR screening clinic should not only adapt to a country's resources and available health-care infrastructure, but it should also operate like a business in a competitive marketplace to optimize services and maximize returns. Like chronic disease management, management of DR requires a high level of organization over a patient's lifetime. Project managers and investigators should be encouraged to identify differences between DR eye care centers, and undertake investigations to evaluate market-driven strategies and business models, so that programs can operate without grant funding or charitable contributions. Moreover, health economic data should be made available to evaluate the cost-effectiveness of different business models under various scenarios. Logistics cost is one of the key areas for cost saving, and a well-organized program should constantly review and improve its supply chain operations (e.g., how to identify DR patients, notify results, offer education and treatment, and then repeat annual fundus examination or laser treatment). Although sustainability is critically important, continuous charitable care may still be needed in rural areas and refugee camps with insufficient financial or human resources to provide eye care.
Key performance indicators
Many epidemiologic studies have used a self-reported history of "yearly eye examination after pupillary dilation" as a measure of access to DR eye care. [3],[4] This measure, however, may not be an ideal health metric to reflect either the quality or the quantity of DR eye care. In fact, the "Key Performance Indicators (KPIs)" of DR eye care have been variably defined. At the point of care, the performance of a DR program is influenced by technology, resources, and patient-related factors and at the structural level, by health systems and policy regulations. Due to the complex interplay of these factors, the KPIs of DR eye care are often poorly characterized. In assessing DR screening, the KPIs should go beyond diagnostic indexes such as sensitivity and specificity. Important factors such as uptake; personal training; quality assurance; and follow up of the cases with DR (e.g., time from referral to ophthalmic consultation, time from listing to laser treatment, time from screening event to ophthalmic consultation and the proportion of referred patients who fail to be present for ophthalmic review), should be continuously evaluated. The UK National Screening Committee has recently produced a catalogue of KPIs for DR eye screening programs in England, [28] a move that may stimulate similar proposals elsewhere. In addition to screening, other key questions involved in the evaluation of DR eye care are as follows: What is patients' accessibility to DR eye screening? What are the quality, training and practice standard of health providers? How successful are the strategies used to improve compliance and self-management? Are the programs financially and logistically sustainable?
Another concern is that many policy makers and NGO funders ignore the equity implication of population-based eye care delivery. Patients' health beliefs and attitudes are known to have an important influence on participation in screening and follow up, and these effects vary significantly between socioeconomic classes and ethnic groups. Therefore, efforts must be made to ensure that any regional or national DR eye care program does not exacerbate health inequalities.
Physician-patient relationship
Lack of adherence to diabetes vision care guidelines among patients with diabetes has been recognized as a persistent and complex health issue. In the US, one-third of the patients with diabetes failed to follow vision care guidelines (absence of a dilated eye examination), [29] and in developing countries like China, nonadherence has reached crisis proportion-more than 60%. [3] Nonadherence affects patients of all ages and it can lead to avoidable visual impairment. There are numerous socioeconomic, behavioral, medical, and policy-related factors that contribute to this problem; among these, low health literacy level in patients is a significant contributing factor to noncompliance with treatment, which ultimately leads to worse glycemic control and higher rates of retinopathy. There is therefore, a need to develop materials and tools to facilitate diabetes education and management in patients with low literacy. Additionally, adequate patient outreach and reminder programs may be useful to improve compliance. Injecting an incentive mechanism into eye care programs may be helpful in improving compliance to annual eye examination and laser treatment as well, though the effectiveness and sustainability of such interventions has rarely been evaluated. Lessons from behavioral economics suggest that an incentive program is more attractive if it provides immediate rather than delayed rewards, while success is less likely in the face of immediate as opposed to delayed costs. [30]
The physician-patient relationship is a two-way street, and both parties are accountable to each other. The challenge of improving physician's compliance with guideline-recommended care is not new. In a recent survey in urban Indonesia, less than 50% of the patients with diabetes reported being told of the need for eye examinations by their physicians. [4] Nonadherence to guidelines may occur due to physicians' lack of awareness of the rationale behind the guidelines, lack of time for communication, lack of reimbursement, lack of resources, and a combination of these factors. Furthermore, many residency projects and continued medical education (CME) programs offer limited education about effective communication. Finally, without organizational support, reimbursement mechanisms and computerized tracking systems, effective physician-patient communication may be very difficult.
The Way Forward | |  |
The natural history and global burden of DR are well-known. Prevention of diabetes is the best approach for the prevention of DR, but it will require fundamental social and political changes. Among those with diabetes, good glycemic and blood pressure control, regular ophthalmic examinations, and timely laser treatment for macular edema and proliferative retinopathy can markedly reduce the risk of visual impairment. Public health initiatives will be required to make affordable DR screening available and initiatives in education will be needed to improve patient compliance with ophthalmic examinations and facilitate follow ups. Efforts are needed to strengthen the capacity of existing national and local institutions to provide screening services, to train eye-care personnel, and to develop low-cost interventions to improve compliance. Investment is urgently needed to build sustainable business models and evaluate their cost-effectiveness. Current management of DR eye care networks lacks a scientific basis and measurable KPIs; electronic medical records (EMR) may represent an effective approach to monitor performance and accountability. The challenge will be to implement new, practical and sustainable strategies to curb the rising tide of DR.
References | |  |
1. | International Diabetes Federation. IDF Diabetes Atlas. 5 th ed. Brussels, Belgium: International Diabetes Federation; 2011. |
2. | Kempen JH, O'Colmain BJ, Leske MC, Haffner SM, Klein R, Moss SE, et al. The prevalence of diabetic retinopathy among adults in the United States. Arch Ophthalmol 2004;122:552-63.  [ PUBMED] |
3. | Wang D, Ding X, He M, Yan L, Kuang J, Geng Q, et al. Use of eye care services among diabetic patients in urban and rural China. Ophthalmology 2010;117:1755-62.  [ PUBMED] |
4. | Adriono G, Wang D, Octavianus C, Congdon N. Use of eye care services among diabetic patients in urban Indonesia. Arch Ophthalmol 2011;129:930-5.  [ PUBMED] |
5. | Yang W, Lu J, Weng J, Jia W, Ji L, Xiao J, et al. Prevalence of diabetes among men and women in China. N Engl J Med 2010;362:1090-101.  [ PUBMED] |
6. | Nishimura R, LaPorte RE, Dorman JS, Tajima N, Becker D, Orchard TJ. Mortality trends in type 1 diabetes. The Allegheny County (Pennsylvania) Registry 1965-1999. Diabetes Care 2001;24:823-7.  [ PUBMED] |
7. | Yau JW, Rogers SL, Kawasaki R, Lamoureux EL, Kowalski JW, Bek T, et al. Global prevalence and major risk factors of diabetic retinopathy. Diabetes Care 2012;35:556-64.  [ PUBMED] |
8. | Zhang X, Saaddine JB, Chou CF, Cotch MF, Cheng YJ, Geiss LS, et al. Prevalence of diabetic retinopathy in the United States, 2005-2008. JAMA 2010;304:649-56.  [ PUBMED] |
9. | He S, Guo Y, Li Z. Epidemiologic study of diabetic retinopathy in capital steel company. Zhonghua Yan Ke Za Zhi 1997;33:381-3.  [ PUBMED] |
10. | Raman R, Rani PK, ReddiRachepalle S, Gnanamoorthy P, Uthra S, Kumaramanickavel G, et al. Prevalence of diabetic retinopathy in India: SankaraNethralaya Diabetic Retinopathy Epidemiology and Molecular Genetics Study report 2. Ophthalmology 2009;116:311-8. |
11. | Wang FH, Liang YB, Zhang F, Wang JJ, Wei WB, Tao QS, et al. Prevalence of diabetic retinopathy in rural China: The Handan Eye Study. Ophthalmology 2009;116:461-7.  [ PUBMED] |
12. | Klein R. Epidemiology of diabetic retinopathy. In: Duh E, editor. Diabetic Retinopathy. Totowa: Humana Press; 2008. |
13. | Klein R, Knudtson MD, Lee KE, Gangnon R, Klein BE. The wisconsin epidemiologic study of diabetic retinopathy XXIII: The twenty-five-year incidence of macular edema in persons with type 1 diabetes. Ophthalmology 2009;116:497-503.  [ PUBMED] |
14. | Klein R, Knudtson MD, Lee KE, Gangnon R, Klein BE. The wisconsin epidemiologic study of diabetic retinopathy: XXII The twenty-five-year progression of retinopathy in persons with type 1 diabetes. Ophthalmology 2008;115:1859-68.  [ PUBMED] |
15. | Wong TY, Mwamburi M, Klein R, Larsen M, Flynn H, Hernandez-Medina M, et al. Rates of progression in diabetic retinopathy during different time periods: A systematic review and meta-analysis. Diabetes Care 2009;32:2307-13.  [ PUBMED] |
16. | Cheung N, Mitchell P, Wong TY. Diabetic retinopathy. Lancet 2010;376:124-36.  [ PUBMED] |
17. | The ACCORD Study Group and ACCORD Eye Study Group; Chew EY, Ambrosius WT, Davis MD, Danis RP, Gangaputra S, Greven CM, et al. Effects of medical therapies on retinopathy progression in type 2 diabetes. N Engl J Med 2010;363:233-44. |
18. | Ramachandran A, Snehalatha C, Vijay V, King H. Impact of poverty on the prevalence of diabetes and its complications in urban southern India. Diabet Med 2002;19:130-5.  [ PUBMED] |
19. | Whiting D, Unwin N, Roglic G. Diabetes: Equity and social determinants. In: Blas E, Kurup AS, editors. Equity, social determinants and public health programmes. Geneva: World Health Organization; 2010. Available from: http://www.whqlibdoc.who.int/publications/2010/9789241563970_eng.pdf. [Last accessed on 2012 Jan 26]. |
20. | American Diabetes Association. Standards of medical care in diabetes--2010. Diabetes Care 2010;33 Suppl 1:S11-61.  [ PUBMED] |
21. | Resnikoff S, Pascolini D, Etya'ale D, Kocur I, Pararajasegaram R, Pokharel GP, et al. Global data on visual impairment in the year 2002. Bull World Health Organ 2004;82:844-51. |
22. | Fenwick E, Rees G, Pesudovs K, Dirani M, Kawasaki R, Wong TY, et al. Social and emotional impact of diabetic retinopathy: A review. Clin Experiment Ophthalmol 2012;40:27-38.  [ PUBMED] |
23. | Zhang P, Zhang X, Brown JB, Vistisen D, Sicree RA, Shaw J, et al. Economic impact of diabetes. In: Unwin N, Whiting D, Gan D, Jacqmain O, Ghyoot G, editors. IDF Diabetes Atlas. 4 th ed. Brussels: International Diabetes Federation; 2010. |
24. | Rein DB, Zhang P, Wirth KE, Lee PP, Hoerger TJ, McCall N, et al. The economic burden of major adult visual disorders in the United States. Arch Ophthalmol 2006;124:1754-60.  [ PUBMED] |
25. | Heintz E, Wiréhn AB, Peebo BB, Rosenqvist U, Levin LA. Prevalence and healthcare costs of diabetic retinopathy: A population-based register study in Sweden. Diabetologia 2010;53:2147-54. |
26. | Xu H, Zhang W. Present condition of ophthalmology resource in China in 2000. Med Soc (Berkeley) 2005;18:7-9. |
27. | Zheng Y, Wong TY. Panretinal photocoagulation for diabetic retinopathy. N Engl J Med 2012;366:278.  [ PUBMED] |
28. | Available from: http://www.screening.nhs.uk/kpi. [Last accessed on 2012 Feb 29]. |
29. | Beckles GL, Engelgau MM, Narayan KM, Herman WH, Aubert RE, Williamson DF. Population-based assessment of the level of care among adults with diabetes in the U. S. Diabetes Care 1998;21:1432-8.  [ PUBMED] |
30. | Volpp KG, Asch DA, Galvin R, Loewenstein G. Redesigning employee health incentives-lessons from behavioral economics. N Engl J Med 2011;365:388-90.  [ PUBMED] |
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|
| Zineb Farahat, Nabila Zrira, Nissrine Souissi, Safia Benamar, Mohammed Belmekki, Mohamed Nabil Ngote, Kawtar Megdiche | | Diagnostics. 2023; 13(10): 1694 | | [Pubmed] | [DOI] | | 22 |
Towards a New Biomarker for Diabetic Retinopathy: Exploring RBP3 Structure and Retinoids Binding for Functional Imaging of Eyes In Vivo |
|
| Vineeta Kaushik, Luca Gessa, Nelam Kumar, Humberto Fernandes | | International Journal of Molecular Sciences. 2023; 24(5): 4408 | | [Pubmed] | [DOI] | | 23 |
Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy |
|
| Minhaj Alam, Emma J. Zhao, Carson K. Lam, Daniel L. Rubin | | Journal of Clinical Medicine. 2023; 12(1): 385 | | [Pubmed] | [DOI] | | 24 |
Sex-Related Effects of Gut Microbiota in Metabolic Syndrome-Related Diabetic Retinopathy |
|
| Andrea García-Llorca, Georgios Kararigas | | Microorganisms. 2023; 11(2): 447 | | [Pubmed] | [DOI] | | 25 |
Alterations of Thyroid Hormone Levels and the Risks of Diabetic Retinopathy in T2DM |
|
| Haider Ali Alnaji, Rabab Omran, Azhar Hamza Hassan | | Research Journal of Pharmacy and Technology. 2023; : 1053 | | [Pubmed] | [DOI] | | 26 |
Fatty Acid-Binding Protein 4 in Patients with and without Diabetic Retinopathy |
|
| Ping Huang, Xiaoqin Zhao, Yi Sun, Xinlei Wang, Rong Ouyang, Yanqiu Jiang, Xiaoquan Zhang, Renyue Hu, Zhuqi Tang, Yunjuan Gu | | Diabetes & Metabolism Journal. 2022; 46(4): 640 | | [Pubmed] | [DOI] | | 27 |
High Fasting Blood Sugar and Increased Waist Circumference as Risk Factors for Diabetic Retinopathy in Type 2 Diabetes Patients Older than 45 Years |
|
| Rangabashyam Seetharaman Ranganathan, Ezhil Vendhan K, Shanmugasundaram R, Nivya Manimozhian | | Cureus. 2022; | | [Pubmed] | [DOI] | | 28 |
Supply and demographic characteristics of Ontario’s ophthalmologists from 2010 to 2019: a population-based analysis |
|
| Aman P. Sayal, Yusuf Ahmed, Marko M. Popovic, Matthew Schlenker, Robert J. Campbell, Jasmin Kantarevic, Joanna Nadolski, Karen D’Souza, Sherif El-Defrawy | | CMAJ Open. 2022; 10(4): E1067 | | [Pubmed] | [DOI] | | 29 |
IMNets: Deep Learning Using an Incremental Modular Network Synthesis Approach for Medical Imaging Applications |
|
| Redha Ali, Russell C. Hardie, Barath Narayanan Narayanan, Temesguen M. Kebede | | Applied Sciences. 2022; 12(11): 5500 | | [Pubmed] | [DOI] | | 30 |
Differential Effects of Resveratrol on HECa10 and ARPE-19 Cells |
|
| Monika Lesniak, Dariusz Rokicki, Agnieszka Synowiec, Aleksandra Filipiak-Duliban, Piotr Skopinski, Aneta Lewicka, Slawomir Lewicki | | Applied Sciences. 2022; 12(22): 11314 | | [Pubmed] | [DOI] | | 31 |
MitoTEMPOL Inhibits ROS-Induced Retinal Vascularization Pattern by Modulating Autophagy and Apoptosis in Rat-Injected Streptozotocin Model |
|
| Rova Virgana, Nur Atik, Julia Windi Gunadi, Evelyn Jonathan, Dona Erisa Ramadhani, Ray Sebastian Soetadji, Hanna Goenawan, Ronny Lesmana, Arief Kartasasmita | | Life. 2022; 12(7): 1061 | | [Pubmed] | [DOI] | | 32 |
Will GLP-1 Analogues and SGLT-2 Inhibitors Become New Game Changers for Diabetic Retinopathy? |
|
| Katarzyna Wolos-Klosowicz, Wojciech Matuszewski, Joanna Rutkowska, Katarzyna Krankowska, Elzbieta Bandurska-Stankiewicz | | Journal of Clinical Medicine. 2022; 11(20): 6183 | | [Pubmed] | [DOI] | | 33 |
Gingerol, a Natural Antioxidant, Attenuates Hyperglycemia and Downstream Complications |
|
| Khalid Saad Alharbi, Muhammad Shahid Nadeem, Obaid Afzal, Sami I. Alzarea, Abdulmalik S. A. Altamimi, Waleed Hassan Almalki, Bismillah Mubeen, Samia Iftikhar, Luqman Shah, Imran Kazmi | | Metabolites. 2022; 12(12): 1274 | | [Pubmed] | [DOI] | | 34 |
Preliminary Results of Noninvasive Ocular Rigidity in Diabetic Retinopathy Using Optical Coherence Tomography |
|
| Yanhui Ma, Matthew P. Ohr, Cynthia J. Roberts | | Photonics. 2022; 9(9): 598 | | [Pubmed] | [DOI] | | 35 |
Telemedicine Screening of the Prevalence of Diabetic Retinopathy Among Type 2 Diabetic Filipinos in the Community |
|
| Jessica Daza, Jocelyn Sy, Maria Victoria Rondaris, John Philip Uy | | Journal of Medicine, University of Santo Tomas. 2022; 6(2): 999 | | [Pubmed] | [DOI] | | 36 |
“AN AVERAGE BURDEN OF FINANCE IN PATIENT WITH DIABETIC RETINOPATHY” |
|
| Radhika Pushkar, Vikas Tiwari, Anita Mehar, Pridhi Panwar Bhateja | | INDIAN JOURNAL OF APPLIED RESEARCH. 2022; : 54 | | [Pubmed] | [DOI] | | 37 |
TYPE 2 DIABETES MELLITUS AND ITS VASCULAR COMPLICATIONS |
|
| Akshi Valodara, Kaid Johar SR | | Towards Excellence. 2022; : 194 | | [Pubmed] | [DOI] | | 38 |
Expressions of Serum lncRNAs in Diabetic Retinopathy – A Potential Diagnostic Tool |
|
| Saumik Biswas, Ali Coyle, Shali Chen, Miso Gostimir, John Gonder, Subrata Chakrabarti | | Frontiers in Endocrinology. 2022; 13 | | [Pubmed] | [DOI] | | 39 |
Identifying gene variants underlying the pathogenesis of diabetic retinopathy based on integrated genomic and transcriptomic analysis of clinical extreme phenotypes |
|
| Qiaoling Song, Yuchao Zhang, Minghui Zhang, Xiaoli Ma, Qianyue Zhang, Chenyang Zhao, Zhongwen Zhang, Huichen Zhao, Wenchao Hu, Xinxin Zhang, Xiwen Ren, Ming An, Jinbo Yang, Yuantao Liu | | Frontiers in Genetics. 2022; 13 | | [Pubmed] | [DOI] | | 40 |
Gene Biomarkers Related to Th17 Cells in Macular Edema of Diabetic Retinopathy: Cutting-Edge Comprehensive Bioinformatics Analysis and In Vivo Validation |
|
| Jing Huang, Qiong Zhou | | Frontiers in Immunology. 2022; 13 | | [Pubmed] | [DOI] | | 41 |
Different Anti-Vascular Endothelial Growth Factor for Patients With Diabetic Macular Edema: A Network Meta-Analysis |
|
| Xian Wang, Xiaoning He, Fang Qi, Jia Liu, Jing Wu | | Frontiers in Pharmacology. 2022; 13 | | [Pubmed] | [DOI] | | 42 |
Artificial intelligence use in diabetes |
|
| David Eduardo Pelayes, Jose A. Mendoza, Anibal Martin Folgar | | Latin American Journal of Ophthalmology. 2022; 5: 6 | | [Pubmed] | [DOI] | | 43 |
Comparative Study of Transfer Learning Models for Retinal Disease Diagnosis from Fundus Images |
|
| Kuntha Pin, Jee Ho Chang, Yunyoung Nam | | Computers, Materials & Continua. 2022; 70(3): 5821 | | [Pubmed] | [DOI] | | 44 |
Evaluation of Microvascular and Visual Acuity Changes in Patients with Early Diabetic Retinopathy: Optical Coherence Tomography Angiography Study |
|
| Mohamed Attia Ali Ahmed, Ahmed Shawkat Abdelhaleem | | Clinical Ophthalmology. 2022; Volume 16: 429 | | [Pubmed] | [DOI] | | 45 |
Potential Use of Artificial Intelligence in a Healthcare System |
|
| Janvi S. Madhavi, Ojaskumar D. Agrawal | | The Chinese Journal of Artificial Intelligence. 2022; 1(2) | | [Pubmed] | [DOI] | | 46 |
Safety and Outcomes of Intravitreal Aflibercept in Diabetic Macular Edema – A
Systematic Review |
|
| Ana Maria Dascalu, Manfredi Rizzo, Ali A. Rizvi, Anca Pantea Stoian, Raluca Claudia Iancu, Daniela Stana, Mihail Silviu Tudosie, Dragos Serban | | Current Pharmaceutical Design. 2022; 28(21): 1758 | | [Pubmed] | [DOI] | | 47 |
Blindness and visual impairment in Central Europe |
|
| Marlene Glatz, Regina Riedl, Wilfried Glatz, Mona Schneider, Andreas Wedrich, Matthias Bolz, Rupert W. Strauss, Michele Madigan | | PLOS ONE. 2022; 17(1): e0261897 | | [Pubmed] | [DOI] | | 48 |
Validity of smartphone-based retinal photography (PEEK-retina) compared to the standard ophthalmic fundus camera in diagnosing diabetic retinopathy in Uganda: A cross-sectional study |
|
| Ahmed Mohamud Yusuf, Rebecca Claire Lusobya, John Mukisa, Charles Batte, Damalie Nakanjako, Otiti Juliet-Sengeri, Andrzej Grzybowski | | PLOS ONE. 2022; 17(9): e0273633 | | [Pubmed] | [DOI] | | 49 |
The Molecular Mechanism of Long Non-Coding RNA (LncRNA) Regulation of Notch Signaling in Glucose-Induced Apoptosis of Human Retinal Vascular Endothelial Cell |
|
| Yang Zhao, Shouqing Li, Bihua Xie | | Journal of Biomedical Nanotechnology. 2022; 18(3): 891 | | [Pubmed] | [DOI] | | 50 |
Plasma and Vitreous Metabolomics Profiling of Proliferative Diabetic Retinopathy |
|
| Hanying Wang, Shu Li, Chingyi Wang, Yihan Wang, Junwei Fang, Kun Liu | | Investigative Opthalmology & Visual Science. 2022; 63(2): 17 | | [Pubmed] | [DOI] | | 51 |
Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images |
|
| Xiaofei Wang, Mai Xu, Jicong Zhang, Lai Jiang, Liu Li, Mengxian He, Ningli Wang, Hanruo Liu, Zulin Wang | | IEEE Journal of Biomedical and Health Informatics. 2022; 26(5): 2216 | | [Pubmed] | [DOI] | | 52 |
Predictors of vision-related quality of life in patients with macular oedema receiving intra-vitreal
anti-VEGF
treatment
|
|
| Petra T. Rausch-Koster, Katharina N. Rennert, Martijn W. Heymans, Frank D. Verbraak, Ger H. M. B. Rens, Ruth M. A. Nispen | | Ophthalmic and Physiological Optics. 2022; | | [Pubmed] | [DOI] | | 53 |
Automatic Detection of Microaneurysms in OCT Images Using Bag of Features |
|
| Elahe Sadat Kazeminasab, Ramin Almasi, Bijan Shoushtarian, Ehsan Golkar, Hossein Rabbani, Sathishkumar V E | | Computational and Mathematical Methods in Medicine. 2022; 2022: 1 | | [Pubmed] | [DOI] | | 54 |
Downregulation of fatty acid binding protein 4 alleviates lipid peroxidation and oxidative stress in diabetic retinopathy by regulating peroxisome proliferator-activated receptor ?-mediated ferroptosis |
|
| Xiao’e Fan, Manhong Xu, Qianfeng Ren, Yan Fan, Boshi Liu, Jiaqi Chen, Zhengmin Wang, Xiaoyan Sun | | Bioengineered. 2022; 13(4): 10540 | | [Pubmed] | [DOI] | | 55 |
Structure–Function Relationships in the Rodent Streptozotocin-Induced Model for Diabetic Retinopathy: A Systematic Review |
|
| Inesa Lelyte, Zubair Ahmed, Simon Kaja, Giedrius Kalesnykas | | Journal of Ocular Pharmacology and Therapeutics. 2022; | | [Pubmed] | [DOI] | | 56 |
Determining the role of SGLT2 inhibition with Empagliflozin in the development of diabetic retinopathy |
|
| Jennifer Matthews, Lakshini Herat, Jennifer Rooney, Elizabeth Rakoczy, Markus Schlaich, Vance B. Matthews | | Bioscience Reports. 2022; 42(3) | | [Pubmed] | [DOI] | | 57 |
Single-modality and joint fusion deep learning for diabetic retinopathy diagnosis |
|
| SARA EL-ATEIF, ALI IDRI | | Scientific African. 2022; : e01280 | | [Pubmed] | [DOI] | | 58 |
Comparison of early diabetic retinopathy staging in asymptomatic patients between autonomous AI-based screening and human-graded ultra-widefield colour fundus images |
|
| Aleksandra Sedova, Dorottya Hajdu, Felix Datlinger, Irene Steiner, Martina Neschi, Julia Aschauer, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Andreas Pollreisz | | Eye. 2022; | | [Pubmed] | [DOI] | | 59 |
Rationale for integration of services for diabetes mellitus and diabetic retinopathy in Kenya |
|
| Nyawira Mwangi, Covadonga Bascaran, Stephen Gichuhi, Mathew Kipturgo, Lucy Manyara, David Macleod, Consuela Moorman, Allen Foster | | Eye. 2022; 36(S1): 4 | | [Pubmed] | [DOI] | | 60 |
Association of renal function with diabetic retinopathy and macular oedema among Chinese patients with type 2 diabetes mellitus |
|
| Lanhua Wang, Ling Jin, Wei Wang, Xia Gong, Yuting Li, Wangting Li, Xiaoling Liang, Wenyong Huang, Yizhi Liu | | Eye. 2022; | | [Pubmed] | [DOI] | | 61 |
Joint modeling of time to diabetic retinopathy and change in fasting blood sugar among type 2 diabetic patients, Northwest Ethiopia |
|
| Sewnet Adem Kebede, Zemenu Tadesse Tessema, Shitaye Alemu Balcha, Tadesse Awoke Ayele | | Scientific Reports. 2022; 12(1) | | [Pubmed] | [DOI] | | 62 |
Clinical significance of metabolic quantification for retinal nonperfusion in diabetic retinopathy |
|
| Areum Jeong, Xue Yao, Jano van Hemert, Min Sagong | | Scientific Reports. 2022; 12(1) | | [Pubmed] | [DOI] | | 63 |
Multimorbidity and multi-disability among the elderly in residential care in India: the Hyderabad Ocular Morbidity in Elderly Study (HOMES) |
|
| Srinivas Marmamula, Thirupathi Reddy Kumbham, Rahul Shidhaye, Satya Brahmanandam Modepalli, Navya Rekha Barrenkala, Ratnakar Yellapragada, Jill Keeffe | | Scientific Reports. 2022; 12(1) | | [Pubmed] | [DOI] | | 64 |
A novel approach for fundus image enhancement |
|
| Aditya Raj, Nisarg A. Shah, Anil Kumar Tiwari | | Biomedical Signal Processing and Control. 2022; 71: 103208 | | [Pubmed] | [DOI] | | 65 |
A modified convolutional neural network architecture for diabetic retinopathy screening using SVDD |
|
| Ali Karsaz | | Applied Soft Computing. 2022; : 109102 | | [Pubmed] | [DOI] | | 66 |
Modified residual networks for severity stage classification of diabetic retinopathy |
|
| Nitigya Sambyal, Poonam Saini, Rupali Syal, Varun Gupta | | Evolving Systems. 2022; | | [Pubmed] | [DOI] | | 67 |
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique |
|
| Eman AbdelMaksoud, Sherif Barakat, Mohammed Elmogy | | Medical & Biological Engineering & Computing. 2022; | | [Pubmed] | [DOI] | | 68 |
Hinge attention network: A joint model for diabetic retinopathy severity grading |
|
| Nagur Shareef Shaik, Teja Krishna Cherukuri | | Applied Intelligence. 2022; | | [Pubmed] | [DOI] | | 69 |
RDD-Net: retinal disease diagnosis network: a computer-aided diagnosis technique using graph learning and feature descriptors |
|
| Amritha Abdul Salam, Manjunatha Mahadevappa, Asha Das, Madhu S. Nair | | The Visual Computer. 2022; | | [Pubmed] | [DOI] | | 70 |
Diabetic retinopathy screening using improved support vector domain description: a clinical study |
|
| Ali Karsaz | | Soft Computing. 2022; | | [Pubmed] | [DOI] | | 71 |
Lesion-aware attention with neural support vector machine for retinopathy diagnosis |
|
| Nagur Shareef Shaik, Teja Krishna Cherukuri | | Machine Vision and Applications. 2021; 32(6) | | [Pubmed] | [DOI] | | 72 |
Different retinopathy phenotypes in type 2 diabetes predict retinopathy progression |
|
| Inês P. Marques, Maria H. Madeira, Ana L. Messias, António C.-V. Martinho, Torcato Santos, David C. Sousa, João Figueira, José Cunha-Vaz | | Acta Diabetologica. 2021; 58(2): 197 | | [Pubmed] | [DOI] | | 73 |
Circular RNAs: Novel target of diabetic retinopathy |
|
| Huan-ran Zhou, Hong-yu Kuang | | Reviews in Endocrine and Metabolic Disorders. 2021; 22(2): 205 | | [Pubmed] | [DOI] | | 74 |
MicroRNA-431-5p encapsulated in serum extracellular vesicles as a biomarker for proliferative diabetic retinopathy |
|
| Bo Yu, Mengran Xiao, Fuhua Yang, Jing Xiao, Hui Zhang, Lin Su, Xiaomin Zhang, Xiaorong Li | | The International Journal of Biochemistry & Cell Biology. 2021; 135: 105975 | | [Pubmed] | [DOI] | | 75 |
Intravitreal ketamine promotes neuroprotection in rat eyes after experimental ischemia |
|
| Lays Fernanda Nunes Dourado, Lucas Gomes Oliveira, Carolina Nunes da Silva, Cibele Rodrigues Toledo, Silvia Ligório Fialho, Rodrigo Jorge, Armando Silva-Cunha | | Biomedicine & Pharmacotherapy. 2021; 133: 110948 | | [Pubmed] | [DOI] | | 76 |
Robust segmentation of exudates from retinal surface using M-CapsNet via EM routing |
|
| B. Biswal, Geetha Pavani P, Prasanna T, Prakash Kumar karn | | Biomedical Signal Processing and Control. 2021; 68: 102770 | | [Pubmed] | [DOI] | | 77 |
Current Status and Associated Factors of Annual Eye Examination Among People with Type 2 Diabetes Mellitus: Using the 7th National Health and Nutrition Examination Survey |
|
| Ihn Sook Jeong, Eun Joo Lee | | Asian Nursing Research. 2021; 15(4): 239 | | [Pubmed] | [DOI] | | 78 |
MicroRNAs and Their Delivery in Diabetic Fibrosis |
|
| Alexa Wonnacott, Laura Denby, Richard JM Coward, Donald J Fraser, Timothy Bowen | | Advanced Drug Delivery Reviews. 2021; : 114045 | | [Pubmed] | [DOI] | | 79 |
Age-related ocular conditions: Current treatments and role of cyclodextrin-based nanotherapies |
|
| Blanca Lorenzo-Veiga, Carmen Alvarez-Lorenzo, Thorsteinn Loftsson, Hakon Hrafn Sigurdsson | | International Journal of Pharmaceutics. 2021; 603: 120707 | | [Pubmed] | [DOI] | | 80 |
Federated Learning for Microvasculature Segmentation and Diabetic Retinopathy Classification of OCT Data |
|
| Julian Lo, Timothy T. Yu, Da Ma, Pengxiao Zang, Julia P. Owen, Qinqin Zhang, Ruikang K. Wang, Mirza Faisal Beg, Aaron Y. Lee, Yali Jia, Marinko V. Sarunic | | Ophthalmology Science. 2021; 1(4): 100069 | | [Pubmed] | [DOI] | | 81 |
Predictors of attendance at diabetic retinopathy screening among people with type 2 diabetes: Secondary analysis of data from primary care |
|
| Dara O’Keeffe, Fiona Riordan, Velma Harkins, Patricia Kearney, Sheena Mc Hugh | | Primary Care Diabetes. 2021; | | [Pubmed] | [DOI] | | 82 |
HDAC9 rs11984041 polymorphism is associated with diabetic retinopathy in Slovenian patients with type 2 diabetes mellitus |
|
| Ines Cilenšek, Valentina Lapuh, Mojca Globocnik Petrovic, Daniel Petrovic | | Gene. 2021; 796-797: 145802 | | [Pubmed] | [DOI] | | 83 |
Potential of medang reso (Cinnamomum parthenoxylon) as raw material source for antidiabetic drugs |
|
| Asmaliyah, E E W Hadi, E Novriyanti | | IOP Conference Series: Earth and Environmental Science. 2021; 914(1): 012074 | | [Pubmed] | [DOI] | | 84 |
Exendin-4 inhibits high glucose-induced oxidative stress in retinal pigment epithelial cells by modulating the expression and activation of p66Shc |
|
| Nasser Al Sabaani | | Cutaneous and Ocular Toxicology. 2021; 40(3): 175 | | [Pubmed] | [DOI] | | 85 |
Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions |
|
| Eman Abdelmaksoud, Shaker El-Sappagh, Sherif Barakat, Tamer Abuhmed, Mohammed Elmogy | | IEEE Access. 2021; 9: 15939 | | [Pubmed] | [DOI] | | 86 |
Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture |
|
| Zubair Khan, Fiaz Gul Khan, Ahmad Khan, Zia Ur Rehman, Sajid Shah, Sehrish Qummar, Farman Ali, Sangheon Pack | | IEEE Access. 2021; 9: 61408 | | [Pubmed] | [DOI] | | 87 |
Exploring the Pharmacological Mechanism of Liuwei Dihuang Decoction for Diabetic Retinopathy: A Systematic Biological Strategy-Based Research |
|
| Mengxia Yuan, Qi He, Zhiyong Long, Xiaofei Zhu, Wang Xiang, Yonghe Wu, Shibin Lin, Yu Hsiang Kuan | | Evidence-Based Complementary and Alternative Medicine. 2021; 2021: 1 | | [Pubmed] | [DOI] | | 88 |
miR-126 Mimic Counteracts the Increased Secretion of VEGF-A Induced by High Glucose in ARPE-19 Cells |
|
| Roberta Sanguineti, Alessandra Puddu, Massimo Nicolò, Carlo Enrico Traverso, Renzo Cordera, Giorgio L. Viviani, Davide Maggi, Maria Vittoria Cicinelli | | Journal of Diabetes Research. 2021; 2021: 1 | | [Pubmed] | [DOI] | | 89 |
Global burden and gender disparity of vision loss associated with diabetes retinopathy |
|
| Yufeng Xu, Aihong Wang, Xiling Lin, Jingya Xu, Yi Shan, Xiaowen Pan, Juan Ye, Peng-Fei Shan | | Acta Ophthalmologica. 2021; 99(4): 431 | | [Pubmed] | [DOI] | | 90 |
Cost-effectiveness of dexamethasone and triamcinolone for the treatment of diabetic macular oedema in Finland: A Markov-model |
|
| Mari Pesonen, Eila Kankaanpää, Pasi Vottonen | | Acta Ophthalmologica. 2021; 99(7) | | [Pubmed] | [DOI] | | 91 |
Relationship between renal function and prognosis of Chinese proliferative diabetic retinopathy patients undergoing the first vitrectomy: protocol for a prospective cohort study |
|
| Chunyan Lei, Keren Zhang, Tiancong Chang, Qibo Ran, Meixia Zhang | | BMJ Open. 2021; 11(12): e052417 | | [Pubmed] | [DOI] | | 92 |
Feasibility Study of a Multimodal, Cloud-Based, Diabetic Retinal Screening Program in a Workplace Environment |
|
| Jeffrey R. Willis, Ferhina S. Ali, Braelyn Argente, Amitha Domalpally, Jacqueline Gannon, Simon S. Gao, Shagun Grover, Purti Kanodia, Sparkle Russell-Puleri, Diana Sun, Cory Thrasher, Costas Tsougarakis, J. Jill Hopkins | | Translational Vision Science & Technology. 2021; 10(6): 20 | | [Pubmed] | [DOI] | | 93 |
Detection of the Microvascular Changes of Diabetic Retinopathy Progression Using Optical Coherence Tomography Angiography |
|
| Xiaogang Wang, Yongqing Han, Gang Sun, Fang Yang, Wen Liu, Jing Luo, Xing Cao, Pengyi Yin, Frank L. Myers, Liang Zhou | | Translational Vision Science & Technology. 2021; 10(7): 31 | | [Pubmed] | [DOI] | | 94 |
Altered resting cerebral blood flow specific to patients with diabetic retinopathy revealed by arterial spin labeling perfusion magnetic resonance imaging |
|
| Xin Huang, Zhi Wen, Yan Tong, Chen-Xing Qi, Yin Shen | | Acta Radiologica. 2021; 62(4): 524 | | [Pubmed] | [DOI] | | 95 |
Statin reduces the incidence of diabetic retinopathy and its need for intervention: A systematic review and meta-analysis |
|
| Raymond Pranata, Rachel Vania, Andi Arus Victor | | European Journal of Ophthalmology. 2021; 31(3): 1216 | | [Pubmed] | [DOI] | | 96 |
Circ_0000615 promotes high glucose-induced human retinal pigment epithelium cell apoptosis, inflammation and oxidative stress via miR-646/YAP1 axis in diabetic retinopathy |
|
| Qiang Zeng, YiTing Luo, Junxu Fang, Shuang Xu, Yuan-Hua Hu, Ming Yin | | European Journal of Ophthalmology. 2021; : 1120672121 | | [Pubmed] | [DOI] | | 97 |
Need for Vitreous Surgeries in Proliferative Diabetic Retinopathy in 10-Year Follow-Up: India Retinal Disease Study Group Report No. 2 |
|
| Rehana Khan, Janani Surya, Ramachandran Rajalakshmi, Padmaja Kumari Rani, Giridhar Anantharaman, Mahesh Gopalakrishnan, Alok Sen, Abhishek Desai, Rupak Roy, Sundaram Natarajan, Lanin Chen, Gajendra Chawla, Umesh Chandra Behera, Lingam Gopal, Vinata Muralidharan, Sobha Sivaprasad, Rajiv Raman | | Ophthalmic Research. 2021; 64(3): 432 | | [Pubmed] | [DOI] | | 98 |
Circ_001209 aggravates diabetic retinal vascular dysfunction through regulating miR-15b-5p/COL12A1 |
|
| Fang Wang, Meixia Zhang | | Journal of Translational Medicine. 2021; 19(1) | | [Pubmed] | [DOI] | | 99 |
Association of four gene polymorphisms in Chinese Guangxi population with diabetic retinopathy in type 2 diabetic patients |
|
| He Jin, Dongdong Jiang, Zhixiang Ding, Yu Xiong, Xinsheng Zeng, Miaoyun Liao, Liu Zheng, Binbin Yang | | BMC Ophthalmology. 2021; 21(1) | | [Pubmed] | [DOI] | | 100 |
Optimizing 3D retinal vasculature imaging in diabetic retinopathy using registration and averaging of OCT-A |
|
| Arman Athwal, Chandrakumar Balaratnasingam, Dao-Yi Yu, Morgan Heisler, Marinko V. Sarunic, Myeong Jin Ju | | Biomedical Optics Express. 2021; 12(1): 553 | | [Pubmed] | [DOI] | | 101 |
Effect of Type-2 Diabetes Mellitus in Retinopathy Patients on MDA, SOD Activity and its Correlation with HbA1c |
|
| Yali Hou, Mei Lin, Xuan Qiu, Mingjuan He, Yu Zhang, Feifei Guo | | Brazilian Archives of Biology and Technology. 2021; 64 | | [Pubmed] | [DOI] | | 102 |
Diabetes and Its Complications: Therapies Available, Anticipated and Aspired |
|
| Anu Grover, Komal Sharma, Suresh Gautam, Srishti Gautam, Monica Gulati, Sachin Kumar Singh | | Current Diabetes Reviews. 2021; 17(4): 397 | | [Pubmed] | [DOI] | | 103 |
Anti-Vascular Endothelial Growth Factor Therapy as an Adjunct to Diabetic Vitrectomy |
|
| Mushfig Karimov, Lala Akhundova | | The Open Ophthalmology Journal. 2021; 15(1): 137 | | [Pubmed] | [DOI] | | 104 |
Diabetic Retinopathy in the Aging Population: A Perspective of Pathogenesis and Treatment |
|
| Sameer P Leley, Thomas A Ciulla, Ashay Bhatwadekar | | Clinical Interventions in Aging. 2021; Volume 16: 1367 | | [Pubmed] | [DOI] | | 105 |
Diet Sugar-Free Carbonated Soda Beverage, Non-Caloric Flavors Consumption, and Diabetic Retinopathy: Any Linkage |
|
| Hyder O Mirghani, Naif M Alali, Hani B Albalawi, Ruba M ALselaimy | | Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy. 2021; Volume 14: 2309 | | [Pubmed] | [DOI] | | 106 |
Photobiomodulation Therapy for Age-Related Macular Degeneration and Diabetic Retinopathy: A Review |
|
| Justin C Muste, Matthew W Russell, Rishi P Singh | | Clinical Ophthalmology. 2021; Volume 15: 3709 | | [Pubmed] | [DOI] | | 107 |
Evaluating Awareness and Practices Towards Diabetes and Diabetic Retinopathy in Adult Patients Attending the Eye Clinic in a Tertiary Academic Hospital in Jordan |
|
| Faisal Khatib, Nafez Abu Tarboush, Nakhleh Abu-Yaghi, Mohammad Alazzam, Abdallah Al-Ani, Baraa Mafrachi | | Clinical Ophthalmology. 2021; Volume 15: 1309 | | [Pubmed] | [DOI] | | 108 |
Performance and Limitation of Machine Learning Algorithms for Diabetic Retinopathy Screening: Meta-analysis |
|
| Jo-Hsuan Wu, T Y Alvin Liu, Wan-Ting Hsu, Jennifer Hui-Chun Ho, Chien-Chang Lee | | Journal of Medical Internet Research. 2021; 23(7): e23863 | | [Pubmed] | [DOI] | | 109 |
Ocular Implications in Patients with Sleep Apnea |
|
| Nicoleta Anton, Roxana Elena Ciuntu, Dorin Chiselita, Ciprian Danielescu, Anisia Iuliana Alexa, Alina Cantemir, Camelia Margareta Bogdanici, Daniel Constantin Brani?teanu, Bogdan Doroftei | | Applied Sciences. 2021; 11(21): 10086 | | [Pubmed] | [DOI] | | 110 |
Gut Microbiota Composition and Fecal Metabolic Profiling in Patients With Diabetic Retinopathy |
|
| Zixi Zhou, Zheng Zheng, Xiaojing Xiong, Xu Chen, Jingying Peng, Hao Yao, Jiaxin Pu, Qingwei Chen, Minming Zheng | | Frontiers in Cell and Developmental Biology. 2021; 9 | | [Pubmed] | [DOI] | | 111 |
Identification of Prognostic Factors and Predicting the Therapeutic Effect of Laser Photocoagulation for DME Treatment |
|
| Nataly Ilyasova, Aleksandr Shirokanev, Dmitriy Kirsh, Nikita Demin, Evgeniy Zamytskiy, Rustam Paringer, Alexey Antonov | | Electronics. 2021; 10(12): 1420 | | [Pubmed] | [DOI] | | 112 |
Mitophagy in Human Diseases |
|
| Laura Doblado, Claudia Lueck, Claudia Rey, Alejandro K. Samhan-Arias, Ignacio Prieto, Alessandra Stacchiotti, Maria Monsalve | | International Journal of Molecular Sciences. 2021; 22(8): 3903 | | [Pubmed] | [DOI] | | 113 |
New Insight into the Effects of Metformin on Diabetic Retinopathy, Aging and Cancer: Nonapoptotic Cell Death, Immunosuppression, and Effects beyond the AMPK Pathway |
|
| Sheng-Kai Hsu, Kai-Chun Cheng, Miracle Oluebube Mgbeahuruike, Yi-Hsiung Lin, Chang-Yi Wu, Hui-Min David Wang, Chia-Hung Yen, Chien-Chih Chiu, Shwu-Jiuan Sheu | | International Journal of Molecular Sciences. 2021; 22(17): 9453 | | [Pubmed] | [DOI] | | 114 |
Inhibition of APE1/Ref-1 for Neovascular Eye Diseases: From Biology to Therapy |
|
| Gabriella D. Hartman, Nathan A. Lambert-Cheatham, Mark R. Kelley, Timothy W. Corson | | International Journal of Molecular Sciences. 2021; 22(19): 10279 | | [Pubmed] | [DOI] | | 115 |
Ocular Complications of Obstructive Sleep Apnea |
|
| Pei-Kang Liu, Tzu-Yu Chiu, Nan-Kai Wang, Sarah R. Levi, Ming-Ju Tsai | | Journal of Clinical Medicine. 2021; 10(15): 3422 | | [Pubmed] | [DOI] | | 116 |
Correlation of Renal Profiles with Choroidal Vascularity Index in Eyes with Diabetic Retinopathy |
|
| Jee Taek Kim, In Gul Lee | | Journal of Clinical Medicine. 2021; 10(21): 5155 | | [Pubmed] | [DOI] | | 117 |
Situational analysis of diabetic retinopathy screening in India: How has it changed in the last three years? |
|
| GV S Murthy | | Indian Journal of Ophthalmology. 2021; 69(11): 2944 | | [Pubmed] | [DOI] | | 118 |
Sleep apnea and eye diseases: evidence of association and potential pathogenic mechanisms |
|
| Aldara García-Sánchez, Isabel Villalaín, Mónica Asencio, Jesús García, Francisco García-Rio | | Journal of Clinical Sleep Medicine. 2021; | | [Pubmed] | [DOI] | | 119 |
Ocular Delivery of Polyphenols: Meeting the Unmet Needs |
|
| Luna Krstic, María J. González-García, Yolanda Diebold | | Molecules. 2021; 26(2): 370 | | [Pubmed] | [DOI] | | 120 |
Posterior Segment Ophthalmic Drug Delivery: Role of Muco-Adhesion with a Special Focus on Chitosan |
|
| Ayah Mohammad Burhan, Butsabarat Klahan, Wayne Cummins, Vanessa Andrés-Guerrero, Mark E. Byrne, Niall J. O’Reilly, Anuj Chauhan, Laurence Fitzhenry, Helen Hughes | | Pharmaceutics. 2021; 13(10): 1685 | | [Pubmed] | [DOI] | | 121 |
Regulatory role of miRNA-23a in diabetic retinopathy |
|
| Lihui Sun, Xuezheng Liu, Zhongfu Zuo | | Experimental and Therapeutic Medicine. 2021; 22(6) | | [Pubmed] | [DOI] | | 122 |
Astragaloside IV protects retinal pigment epithelial cells from apoptosis by upregulating miR-128 expression in diabetic rats |
|
| Tao Wang, Zhongwei Zhang, Caiping Song, Lei Sun, Xinli Sui, Qun Qu, Jing Liu | | International Journal of Molecular Medicine. 2020; 46(1): 340 | | [Pubmed] | [DOI] | | 123 |
Diabetic Retinopathy: Mitochondria Caught in a Muddle of Homocysteine |
|
| Renu A. Kowluru | | Journal of Clinical Medicine. 2020; 9(9): 3019 | | [Pubmed] | [DOI] | | 124 |
Triamcinolone acetonide combined with aminoguanidine inhibits inflammation and oxidative stress, improves vascular endothelial and retinal function and reduces VEGF expression in diabetic retinopathy patients |
|
| Kai Xu, Hanliang Qian, Meibo Zou | | Experimental and Therapeutic Medicine. 2020; | | [Pubmed] | [DOI] | | 125 |
Algorithmic Analysis of Vesselness and Blobness for Detecting Retinopathies Based on Fractional Gaussian Filters |
|
| Maria de Jesus Estudillo-Ayala, Hugo Aguirre-Ramos, Juan Gabriel Avina-Cervantes, Jorge Mario Cruz-Duarte, Ivan Cruz-Aceves, Jose Ruiz-Pinales | | Mathematics. 2020; 8(5): 744 | | [Pubmed] | [DOI] | | 126 |
Automatic Diabetic Retinopathy Grading via Self-Knowledge Distillation |
|
| Ling Luo, Dingyu Xue, Xinglong Feng | | Electronics. 2020; 9(9): 1337 | | [Pubmed] | [DOI] | | 127 |
Genotypes and Phenotypes: A Search for Influential Genes in Diabetic Retinopathy |
|
| Andrea P. Cabrera, Rushi N. Mankad, Lauren Marek, Ryan Das, Sampath Rangasamy, Finny Monickaraj, Arup Das | | International Journal of Molecular Sciences. 2020; 21(8): 2712 | | [Pubmed] | [DOI] | | 128 |
Pemafibrate Protects Against Retinal Dysfunction in a Murine Model of Diabetic Retinopathy |
|
| Yohei Tomita, Deokho Lee, Yukihiro Miwa, Xiaoyan Jiang, Masayuki Ohta, Kazuo Tsubota, Toshihide Kurihara | | International Journal of Molecular Sciences. 2020; 21(17): 6243 | | [Pubmed] | [DOI] | | 129 |
Curcumin Metabolite Tetrahydrocurcumin in the Treatment of Eye Diseases |
|
| Yu-Wen Kao, Sheng-Kai Hsu, Jeff Yi-Fu Chen, I-Ling Lin, Kuo-Jen Chen, Po-Yen Lee, Hui-Suan Ng, Chien-Chih Chiu, Kai-Chun Cheng | | International Journal of Molecular Sciences. 2020; 22(1): 212 | | [Pubmed] | [DOI] | | 130 |
A Higher Proportion of Eicosapentaenoic Acid (EPA) When Combined with Docosahexaenoic Acid (DHA) in Omega-3 Dietary Supplements Provides Higher Antioxidant Effects in Human Retinal Cells |
|
| Manuel Saenz de Viteri, María Hernandez, Valentina Bilbao-Malavé, Patricia Fernandez-Robredo, Jorge González-Zamora, Laura Garcia-Garcia, Nahia Ispizua, Sergio Recalde, Alfredo Garcia-Layana | | Antioxidants. 2020; 9(9): 828 | | [Pubmed] | [DOI] | | 131 |
Importance of the Use of Oxidative Stress Biomarkers and Inflammatory Profile in Aqueous and Vitreous Humor in Diabetic Retinopathy |
|
| Ana Karen López-Contreras, María Guadalupe Martínez-Ruiz, Cecilia Olvera-Montaño, Ricardo Raúl Robles-Rivera, Diana Esperanza Arévalo-Simental, José Alberto Castellanos-González, Abel Hernández-Chávez, Selene Guadalupe Huerta-Olvera, Ernesto German Cardona-Muñoz, Adolfo Daniel Rodríguez-Carrizalez | | Antioxidants. 2020; 9(9): 891 | | [Pubmed] | [DOI] | | 132 |
Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review |
|
| Ibrahem Kandel, Mauro Castelli | | Applied Sciences. 2020; 10(6): 2021 | | [Pubmed] | [DOI] | | 133 |
Neuroprotective effects and mechanisms of action of nicotinamide mononucleotide (NMN) in a photoreceptor degenerative model of retinal detachment |
|
| Xiaohong Chen, João A. Amorim, Giannis A. Moustafa, Jong-Jer Lee, Zhen Yu, Kenji Ishihara, Yasuhiro Iesato, Paulo Barbisan, Takashi Ueta, Konstantina A. Togka, Lin Lu, David A. Sinclair, Demetrios G. Vavvas | | Aging. 2020; 12(24): 24504 | | [Pubmed] | [DOI] | | 134 |
Visual outcomes in diabetic macular edema patients after avastin injection |
|
| Charles Masih, Kanwal Parveen, Samreen Brohi, Shehar Bano Siyal, Fatima Zia, Shabnam Pari Bhutto, Muhammad Faisal Fahim | | Biometrics & Biostatistics International Journal. 2020; 9(6): 189 | | [Pubmed] | [DOI] | | 135 |
Foveal serous detachment and its association with body mass index and severity in diabetic retinopathy |
|
| Kirthi Raj, Sadiqulla M | | Indian Journal of Clinical and Experimental Ophthalmology. 2020; 6(4): 537 | | [Pubmed] | [DOI] | | 136 |
DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs |
|
| Rajeev Kumar Singh, Rohan Gorantla, Pawel Plawiak | | PLOS ONE. 2020; 15(2): e0220677 | | [Pubmed] | [DOI] | | 137 |
Towards implementation of AI in New Zealand national diabetic screening program: Cloud-based, robust, and bespoke |
|
| Li Xie, Song Yang, David Squirrell, Ehsan Vaghefi, Gianni Virgili | | PLOS ONE. 2020; 15(4): e0225015 | | [Pubmed] | [DOI] | | 138 |
Cost-effectiveness of diabetic retinopathy screening programs using telemedicine: a systematic review |
|
| Daniel Avidor, Anat Loewenstein, Michael Waisbourd, Amir Nutman | | Cost Effectiveness and Resource Allocation. 2020; 18(1) | | [Pubmed] | [DOI] | | 139 |
Direct and indirect therapeutic effect of traditional Chinese medicine as an add-on for non-proliferative diabetic retinopathy: a systematic review and meta-analysis |
|
| Xuedong An, De Jin, LiYun Duan, Shenghui Zhao, Rongrong Zhou, Fengmei Lian, Xiaolin Tong | | Chinese Medicine. 2020; 15(1) | | [Pubmed] | [DOI] | | 140 |
Dysregulation of miR-210 is involved in the development of diabetic retinopathy and serves a regulatory role in retinal vascular endothelial cell proliferation |
|
| Chengyu Yin, Xiangqiang Lin, Yafei Sun, Xinli Ji | | European Journal of Medical Research. 2020; 25(1) | | [Pubmed] | [DOI] | | 141 |
Classification of advanced and early stages of diabetic retinopathy from non-diabetic subjects by an ordinary least squares modeling method applied to OCTA images |
|
| Jennifer Cano, William D. O’neill, Richard D. Penn, Norman P. Blair, Amir H. Kashani, Hossein Ameri, Carolyn L. Kaloostian, Mahnaz Shahidi | | Biomedical Optics Express. 2020; 11(8): 4666 | | [Pubmed] | [DOI] | | 142 |
The American Society of Retina Specialists Artificial Intelligence Task Force Report |
|
| Katherine E. Talcott, Judy E. Kim, Yasha Modi, Darius M. Moshfeghi, Rishi P. Singh | | Journal of VitreoRetinal Diseases. 2020; 4(4): 312 | | [Pubmed] | [DOI] | | 143 |
Changes in choroidal thickness in advanced diabetic retinopathy treated with pan-retinal photocoagulation using a pattern scanning laser versus a conventional laser |
|
| Nari Park, In Gul Lee, Jee Taek Kim | | BMC Ophthalmology. 2020; 20(1) | | [Pubmed] | [DOI] | | 144 |
Plasma Ephrin-A1 level in a cohort of diabetic retinopathy patients |
|
| Danna Mao, Ying Hu, Qi Bao, Kewei Wu, Yaoding Zheng, Yukun Yang, Bo Lei, Ying Jiang | | BMC Ophthalmology. 2020; 20(1) | | [Pubmed] | [DOI] | | 145 |
Metformin Corrects Abnormal Circadian Rhythm and Kir4.1 Channels in Diabetes |
|
| Alpha Alex, Qianyi Luo, Deepa Mathew, Rong Di, Ashay D. Bhatwadekar | | Investigative Opthalmology & Visual Science. 2020; 61(6): 46 | | [Pubmed] | [DOI] | | 146 |
Swept-source OCTA quantification of capillary closure predicts ETDRS severity staging of NPDR |
|
| Torcato Santos, Lewis H Warren, Ana Rita Santos, Inês Pereira Marques, Sophie Kubach, Luís G Mendes, Luis de Sisternes, Maria H Madeira, Mary Durbin, Jose G Cunha-Vaz | | British Journal of Ophthalmology. 2020; : bjophthalm | | [Pubmed] | [DOI] | | 147 |
Association between Normal Thyroid Hormones and Diabetic Retinopathy in Patients with Type 2 Diabetes |
|
| Jian Zou, Zeping Li, Feng Tian, Yi Zhang, Chao Xu, Jiajia Zhai, Min Shi, Guangxian Wu, Zheng Zhang, Chao Yang, Haixu Chen, Xiaomiao Li | | BioMed Research International. 2020; 2020: 1 | | [Pubmed] | [DOI] | | 148 |
Ensemble Framework of Deep CNNs for Diabetic Retinopathy Detection |
|
| Gao Jinfeng, Sehrish Qummar, Zhang Junming, Yao Ruxian, Fiaz Gul Khan, Elpida Keravnou | | Computational Intelligence and Neuroscience. 2020; 2020: 1 | | [Pubmed] | [DOI] | | 149 |
Sodium-glucose co-transporter 2 inhibitors and diabetic retinopathy: insights into preservation of sight and looking beyond |
|
| Sejal Lahoti, Mouhamed Nashawi, Omar Sheikh, David Massop, Mahnoor Mir, Robert Chilton | | Cardiovascular Endocrinology & Metabolism. 2020; 10(1): 3 | | [Pubmed] | [DOI] | | 150 |
Relationship Between Aqueous Humor Levels of Cytokines and Axial Length in Patients With Diabetic Retinopathy |
|
| Fei Hong, Da Yong Yang, Lin Li, Yan Fei Zheng, Xiao Juan Wang, Sa Ri Na Guo, Shan Jiang, Dan Zhu, Yong Tao | | Asia-Pacific Journal of Ophthalmology. 2020; 9(2): 149 | | [Pubmed] | [DOI] | | 151 |
DISTINGUISHING INTRARETINAL MICROVASCULAR ABNORMALITIES FROM RETINAL NEOVASCULARIZATION USING OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY |
|
| Malvika Arya, Osama Sorour, Juhi Chaudhri, Yasin Alibhai, Nadia K. Waheed, Jay S. Duker, Caroline R. Baumal | | Retina. 2020; 40(9): 1686 | | [Pubmed] | [DOI] | | 152 |
Gene Therapy Intervention in Neovascular Eye Disease: A Recent Update |
|
| Fan-Li Lin, Peng-Yuan Wang, Yu-Fan Chuang, Jiang-Hui Wang, Vickie H.Y. Wong, Bang V. Bui, Guei-Sheung Liu | | Molecular Therapy. 2020; 28(10): 2120 | | [Pubmed] | [DOI] | | 153 |
Association between community outpatient clinic care accessibility and the uptake of diabetic retinopathy screening: A multi-level analysis |
|
| Hin Moi Youn, Doo Woong Lee, Eun-Cheol Park | | Primary Care Diabetes. 2020; 14(6): 616 | | [Pubmed] | [DOI] | | 154 |
The effect of total lignans from Fructus Arctii on Streptozotocin-induced diabetic retinopathy in Wistar rats |
|
| Huating Zhang, Yingying Gao, Jingyun Zhang, Kai Wang, Tong Jin, Haiying Wang, Kefeng Ruan, Fei Wu, Zhaohui Xu | | Journal of Ethnopharmacology. 2020; 255: 112773 | | [Pubmed] | [DOI] | | 155 |
Application of artificial intelligence methods to recognize pathologies on photographs of fundus |
|
| Georgy Lebedev, Anna Meshcheryakova, Viacheslav Kurenkov, Vitaliy Kluganov, Artem Sologubov, Nataliya Logacheva, Georgiy Radzievskiy, Herman Klimenko | | Procedia Computer Science. 2020; 176: 1823 | | [Pubmed] | [DOI] | | 156 |
Oxidative stress and diabetic retinopathy: Molecular mechanisms, pathogenetic role and therapeutic implications |
|
| Qingzheng Kang, Chunxue Yang | | Redox Biology. 2020; 37: 101799 | | [Pubmed] | [DOI] | | 157 |
Glycated hemoglobin A1C level and the risk of diabetic retinopathy in Africa: A systematic review and meta-analysis |
|
| Wondimeneh Shibabaw Shiferaw, Tadesse Yirga Akalu, Melaku Desta, Ayelign Mengesha Kassie, Pammla Margaret Petrucka, Hilina Ketema Assefa, Yared Asmare Aynalem | | Diabetes & Metabolic Syndrome: Clinical Research & Reviews. 2020; 14(6): 1941 | | [Pubmed] | [DOI] | | 158 |
Association between retinol binding protein 4 and diabetic retinopathy among type 2 diabetic patients: a meta-analysis |
|
| Wentao Han, Huagen Wei, Weizheng Kong, Jing Wang, Luqian Yang, Huiqun Wu | | Acta Diabetologica. 2020; 57(10): 1203 | | [Pubmed] | [DOI] | | 159 |
Association between miRNAs expression and signaling pathways of oxidative stress in diabetic retinopathy |
|
| Mahbobeh Satari, Esmat Aghadavod, Moein Mobini, Zatollah Asemi | | Journal of Cellular Physiology. 2019; 234(6): 8522 | | [Pubmed] | [DOI] | | 160 |
Translational Preclinical Pharmacologic Disease Models for Ophthalmic Drug Development |
|
| Mihir Shah, Sara Cabrera-Ghayouri, Lori-Ann Christie, Katherine S. Held, Veena Viswanath | | Pharmaceutical Research. 2019; 36(4) | | [Pubmed] | [DOI] | | 161 |
Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy |
|
| Rory Sayres, Ankur Taly, Ehsan Rahimy, Katy Blumer, David Coz, Naama Hammel, Jonathan Krause, Arunachalam Narayanaswamy, Zahra Rastegar, Derek Wu, Shawn Xu, Scott Barb, Anthony Joseph, Michael Shumski, Jesse Smith, Arjun B. Sood, Greg S. Corrado, Lily Peng, Dale R. Webster | | Ophthalmology. 2019; 126(4): 552 | | [Pubmed] | [DOI] | | 162 |
Loss to Follow-up After Intravitreal Anti–Vascular Endothelial Growth Factor Injections in Patients with Diabetic Macular Edema |
|
| Xinxiao Gao, Anthony Obeid, Christopher M. Aderman, Katherine E. Talcott, Ferhina S. Ali, Murtaza K. Adam, Barry W. Rovner, Leslie Hyman, Allen C. Ho, Jason Hsu | | Ophthalmology Retina. 2019; 3(3): 230 | | [Pubmed] | [DOI] | | 163 |
Current perspectives on established and novel therapies for pathological neovascularization in retinal disease |
|
| Matthew Campbell, Sarah L Doyle | | Biochemical Pharmacology. 2019; 164: 321 | | [Pubmed] | [DOI] | | 164 |
Aflibercept regulates retinal inflammation elicited by high glucose via the PlGF/ERK pathway |
|
| Francesca Lazzara, Annamaria Fidilio, Chiara Bianca Maria Platania, Giovanni Giurdanella, Salvatore Salomone, Gian Marco Leggio, Valeria Tarallo, Valeria Cicatiello, Sandro De Falco, Chiara Maria Eandi, Filippo Drago, Claudio Bucolo | | Biochemical Pharmacology. 2019; 168: 341 | | [Pubmed] | [DOI] | | 165 |
Pattern and Presentation of Vitreo-Retinal Diseases: An Analysis of Retrospective Data at a Tertiary Eye Care Center in Nepal |
|
| Bhim B. Rai, Mohan K. Shresthra, Raba Thapa, Rohan W. Essex, Govinda Paudyal, Ted Maddess | | Asia-Pacific Journal of Ophthalmology. 2019; 8(6): 481 | | [Pubmed] | [DOI] | | 166 |
Vascular Inflammation Risk Factors in Retinal Disease |
|
| Ileana Soto, Mark P. Krebs, Alaina M. Reagan, Gareth R. Howell | | Annual Review of Vision Science. 2019; 5(1): 99 | | [Pubmed] | [DOI] | | 167 |
Update on Screening for Sight-Threatening Diabetic Retinopathy |
|
| Peter H. Scanlon | | Ophthalmic Research. 2019; 62(4): 218 | | [Pubmed] | [DOI] | | 168 |
Effectiveness of Multimodal imaging for the Evaluation of Retinal oedema And new vesseLs in Diabetic retinopathy (EMERALD) |
|
| Noemi Lois, Jonathan Cook, Stephen Aldington, Norman Waugh, Hema Mistry, William Sones, Danny McAuley, Tariq Aslam, Claire Bailey, Victor Chong, Faruque Ghanchi, Peter Scanlon, Sobha Sivaprasad, David Steel, Caroline Styles, Christine McNally, Rachael Rice, Lindsay Prior, Augusto Azuara-Blanco | | BMJ Open. 2019; 9(6): e027795 | | [Pubmed] | [DOI] | | 169 |
Epidemiological Aspects of Diabetic Retinopathy- A Narrative Review |
|
| Seyed Ahmad Rasoulinejad | | Journal of Evolution of Medical and Dental Sciences. 2019; 8(43): 3268 | | [Pubmed] | [DOI] | | 170 |
Tip 2 diyabetes mellitus hastalarinda sigara içiciligi ve miktari ile diyabetik komplikasyonlar arasindaki iliskisi |
|
| Yusuf KAYAR, Hüseyin ÇETIN, Mehmet AGIN | | Cukurova Medical Journal. 2019; 44(1): 110 | | [Pubmed] | [DOI] | | 171 |
Mitochondrial Stability in Diabetic Retinopathy: Lessons Learned From Epigenetics |
|
| Renu A. Kowluru | | Diabetes. 2019; 68(2): 241 | | [Pubmed] | [DOI] | | 172 |
High Glycosylated Haemoglobin Increase Prevalence of Proliferative Diabetic Retinopathy |
|
| Ni Made Ari Suryathi, I Putu Budhiastra, I W.G. Jayanegara | | European Journal of Medical and Health Sciences. 2019; 1(5) | | [Pubmed] | [DOI] | | 173 |
Validation of Smartphone-Based Retinal Photography for Diabetic Retinopathy Screening |
|
| Yannick Bilong, Jean-Claude Katte, Godefroy Koki, Giles Kagmeni, Odile Pascale Nga Obama, Hermann Rossi Ngoufo Fofe, Caroline Mvilongo, Oliver Nkengfack, Andre Michel Bimbai, Eugene Sobngwi, Wilfred Mbacham, Jean Claude Mbanya, Lucienne Assumpta Bella, Ashish Sharma | | Ophthalmic Surgery, Lasers and Imaging Retina. 2019; 50(5) | | [Pubmed] | [DOI] | | 174 |
The Synthetic Microneurotrophin BNN27 Affects Retinal Function in Rats With Streptozotocin-Induced Diabetes |
|
| Ruth Ibán-Arias, Silvia Lisa, Niki Mastrodimou, Despina Kokona, Emmanuil Koulakis, Panagiota Iordanidou, Antonis Kouvarakis, Myrto Fothiadaki, Sofia Papadogkonaki, Aggeliki Sotiriou, Haralambos E. Katerinopoulos, Achille Gravanis, Ioannis Charalampopoulos, Kyriaki Thermos | | Diabetes. 2018; 67(2): 321 | | [Pubmed] | [DOI] | | 175 |
Fibroblast Growth Factor 21 Protects Photoreceptor Function in Type 1 Diabetic Mice |
|
| Zhongjie Fu, Zhongxiao Wang, Chi-Hsiu Liu, Yan Gong, Bertan Cakir, Raffael Liegl, Ye Sun, Steven S. Meng, Samuel B. Burnim, Ivana Arellano, Elizabeth Moran, Rubi Duran, Alexander Poblete, Steve S. Cho, Saswata Talukdar, James D. Akula, Ann Hellström, Lois E.H. Smith | | Diabetes. 2018; 67(5): 974 | | [Pubmed] | [DOI] | | 176 |
Anti-angiogenic therapy for diabetic macular edema |
|
| Fedor E. Shadrichev, Nyurguyana N. Grigor'eva, Elizaveta S. Rozhdestvenskaya | | Ophthalmology Reports. 2018; 11(4): 51 | | [Pubmed] | [DOI] | | 177 |
KNOWLEDGE, ATTITUDE AND PRACTICE REGARDING DIABETIC RETINOPATHY AMONG GENERAL POPULATION OF SOUTHERN ODISHA: A CROSS SECTIONAL STUDY |
|
| Suchitra Panigrahi, Rama Kristna Sahu | | Journal of Evidence Based Medicine and Healthcare. 2018; 5(44): 3124 | | [Pubmed] | [DOI] | | 178 |
Associations of diabetic retinopathy with retinal neurodegeneration on the background of diabetes mellitus. Overview of recent medical studies with an assessment of the impact on healthcare
systems |
|
| Rafal Muc, Agnieszka Saracen, Iwona Grabska-Liberek | | Open Medicine. 2018; 13(1): 130 | | [Pubmed] | [DOI] | | 179 |
Artificial intelligence in healthcare |
|
| Kun-Hsing Yu, Andrew L. Beam, Isaac S. Kohane | | Nature Biomedical Engineering. 2018; 2(10): 719 | | [Pubmed] | [DOI] | | 180 |
Relationship between the morphology of the foveal avascular zone, retinal structure, and macular circulation in patients with diabetes mellitus |
|
| Nathan M. Bates, Jing Tian, William E. Smiddy, Wen-Hsiang Lee, Gabor Mark Somfai, William J. Feuer, Joyce C. Shiffman, Ajay E. Kuriyan, Ninel Z. Gregori, Maja Kostic, Sandra Pineda, Delia Cabrera DeBuc | | Scientific Reports. 2018; 8(1) | | [Pubmed] | [DOI] | | 181 |
Resistance to retinopathy development in obese, diabetic and hypertensive ZSF1 rats: an exciting model to identify protective genes |
|
| Vincenza Caolo, Quentin Roblain, Julie Lecomte, Paolo Carai, Linsey Peters, Ilona Cuijpers, Emma Louise Robinson, Kasper Derks, Jurgen Sergeys, Agnès Noël, Elizabeth A. V. Jones, Lieve Moons, Stephane Heymans | | Scientific Reports. 2018; 8(1) | | [Pubmed] | [DOI] | | 182 |
Apolipoprotein A-I and Apolipoprotein B: Better Indicators of Dyslipidemia in Diabetic Retinopathy Patients? |
|
| Aliya Nusrath, Dyavegowda Namitha, Arasegowda Rajeswari, Yeliyur D Shilpashree, N Asha Rani | | Indian journal of Medical Biochemistry. 2017; 21(2): 142 | | [Pubmed] | [DOI] | | 183 |
Lutein and Zeaxanthin Isomers in Eye Health and Disease |
|
| Julie Mares | | Annual Review of Nutrition. 2016; 36(1): 571 | | [Pubmed] | [DOI] | | 184 |
The Relationship between Estimated Glomerular Filtration Rate and Diabetic Retinopathy |
|
| Jingyang Wu,Jin Geng,Limin Liu,Weiping Teng,Lei Liu,Lei Chen | | Journal of Ophthalmology. 2015; 2015: 1 | | [Pubmed] | [DOI] | | 185 |
SEVERITY OF DIABETIC RETINOPATHY AND SUBFOVEAL SEROUS RETINAL DETACHMENT |
|
| Kalpana B N, Mohammed Sadiqulla | | Journal of Evidence Based Medicine and Healthcare. 2015; 2(15): 2322 | | [Pubmed] | [DOI] | | 186 |
Relationship between Diabetic Retinopathy and Subclinical Hypothyroidism: a meta-analysis |
|
| Jingyang Wu, Song Yue, Jin Geng, Limin Liu, Weiping Teng, Lei Liu, Lei Chen | | Scientific Reports. 2015; 5(1) | | [Pubmed] | [DOI] | | 187 |
The Barrie Jones Lecture—Eye care for the neglected population: challenges and solutions |
|
| G N Rao | | Eye. 2015; 29(1): 30 | | [Pubmed] | [DOI] | | 188 |
Angiopoietin-like 4 is a potent angiogenic factor and a novel therapeutic target for patients with proliferative diabetic retinopathy |
|
| Savalan Babapoor-Farrokhran, Kathleen Jee, Brooks Puchner, Syed Junaid Hassan, Xiaoban Xin, Murilo Rodrigues, Fabiana Kashiwabuchi, Tao Ma, Ke Hu, Monika Deshpande, Yassine Daoud, Sharon Solomon, Adam Wenick, Gerard A. Lutty, Gregg L. Semenza, Silvia Montaner, Akrit Sodhi | | Proceedings of the National Academy of Sciences. 2015; 112(23) | | [Pubmed] | [DOI] | | 189 |
CHOROIDAL THICKNESS IN DIABETIC RETINOPATHY |
|
| Inês Laíns,João Figueira,Ana Rita Santos,Alda Baltar,Miguel Costa,Sandrina Nunes,Cláudia Farinha,Rita Pinto,José Henriques,Rufino Silva | | Retina. 2014; 34(6): 1199 | | [Pubmed] | [DOI] | | 190 |
Global DNA methylation as a possible biomarker for diabetic retinopathy |
|
| Zhila Maghbooli,Arash Hossein-nezhad,Bagher Larijani,Manochehr Amini,Abbasali Keshtkar | | Diabetes/Metabolism Research and Reviews. 2014; : n/a | | [Pubmed] | [DOI] | | 191 |
Role of silver nanoparticles (AgNPs) on the cardiovascular system |
|
| Carmen Gonzalez,Hector Rosas-Hernandez,Manuel Alejandro Ramirez-Lee,Samuel Salazar-García,Syed F. Ali | | Archives of Toxicology. 2014; | | [Pubmed] | [DOI] | | 192 |
Prevalence and causes of vision loss in East Asia: 1990-2010 |
|
| T. Y. Wong,Y. Zheng,J. B. Jonas,S. R. Flaxman,J. Keeffe,J. Leasher,K. Naidoo,K. Pesudovs,H. Price,R. A. White,S. Resnikoff,H. R. Taylor,R. R. A. Bourne | | British Journal of Ophthalmology. 2014; 98(5): 599 | | [Pubmed] | [DOI] | | 193 |
Nicotine Accelerates Diabetes-Induced Retinal Changes |
|
| Adam Boretsky,Praveena Gupta,Nima Tirgan,Rong Liu,Bernard F. Godley,Wenbo Zhang,Ronald G. Tilton,Massoud Motamedi | | Current Eye Research. 2014; : 1 | | [Pubmed] | [DOI] | | 194 |
Endothelial Progenitor Cells in Diabetic Retinopathy |
|
| Noemi Lois,Rachel V. McCarter,Christina O’Neill,Reinhold J. Medina,Alan W. Stitt | | Frontiers in Endocrinology. 2014; 5 | | [Pubmed] | [DOI] | | 195 |
Systematic Review and Meta-Analysis of 16 Randomized Clinical Trials of Radix Astragali and Its Prescriptions for Diabetic Retinopathy |
|
| Lin Cheng,Gai Zhang,Yi Zhou,Xuejing Lu,Fuwen Zhang,Hejiang Ye,Junguo Duan | | Evidence-Based Complementary and Alternative Medicine. 2013; 2013: 1 | | [Pubmed] | [DOI] | | 196 |
Association Among Depression, Physical Functioning, and Hearing and Vision Impairment in Adults With Diabetes |
|
| Paul D. Loprinzi, Ellen Smit, Gina Pariser | | Diabetes Spectrum. 2013; 26(1): 6 | | [Pubmed] | [DOI] | | 197 |
Epigenetic modifications and diabetic retinopathy |
|
| Kowluru, R.A., Santos, J.M., Mishra, M. | | BioMed Research International. 2013; 2013(635284) | | [Pubmed] | | 198 |
Relevant risk factors analysis of diabetic retinopathy in patients with type 2 diabetes mellitus from community |
|
| Hao, S.-L., Cui, H.-C., Guo, H.-L., Wu, N.-Y., Xu, G.-Z. | | International Eye Science. 2013; 13(10): 2045-2047 | | [Pubmed] | | 199 |
Association among depression, physical functioning, and hearing and vision impairment in adults with diabetes |
|
| Loprinzi, P.D., Smit, E., Pariser, G. | | Diabetes Spectrum. 2013; 26(1): 6-15 | | [Pubmed] | | 200 |
TREATMENT OF ANTI-VASCULAR ENDOTHELIAL GROWTH FACTOR–RESISTANT DIABETIC MACULAR EDEMA WITH DEXAMETHASONE INTRAVITREAL IMPLANT |
|
| Ratimir Lazic,Marko Lukic,Ivan Boras,Natasa Draca,Marko Vlasic,Nikica Gabric,Zoran Tomic | | Retina. 2013; : 1 | | [Pubmed] | [DOI] | |
|
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