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Jennings E, Chen D, Geevarghese A, Kaiser A, Coulon S, Modi Y. Hispanic Ethnicity and Optical Coherence Tomography-based Biomarkers as Predictive Factors of Diabetic Macular Edema Refractory to Bevacizumab. Ophthalmic Surg Lasers Imaging Retina 2025; 56:346-353. [PMID: 40085095 DOI: 10.3928/23258160-20250127-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2025]
Abstract
BACKGROUND AND OBJECTIVE While anti-vascular endothelial growth factor (anti-VEGF) therapy has revolutionized treatment for diabetic macular edema, many patients still manifest refractory disease. This study evaluated rates of diabetic macular edema (DME) refractory to intravitreal bevacizumab in a diverse real-world setting, with the aim of studying demographic and optical coherence tomography (OCT)-based morphological factors associated with refractory disease. PATIENTS AND METHODS This was a retrospective cohort study of patients receiving treatment. Refractory DME was defined as a gain in visual acuity of < 5 letters after three consecutive injections of bevacizumab or less than 20% reduction in central retinal thickness (CRT) after three consecutive injections of bevacizumab. OCT images from preand post-injection visits were reviewed by two independent image readers. Multivariate logistic regression analysis evaluated for statistical significance between responders and those refractory to bevacizumab, and between Hispanic and non-Hispanic groups. RESULTS Ninety-nine patients were included. Of the participants, 42% were Hispanic, 10% were reported as white, 11% were Asian, 11% were Black, and 26% were defined as "not reported." Fifty-four (54.5%) patients were refractory to bevacizumab and 45 were responders. Between responders and refractory patients, race was statistically significant (P = 0.04) with more refractory subjects found to be Hispanic (28/54, 51.9%). OCT morphologic characteristics (CRT, number of hyperreflective foci, disorganization of inner retinal layers, ellipsoid zone discontinuity, and subretinal fluid) were not statistically significant between responders and refractory subjects. Multivariate logistic regression demonstrated an odds ratio of 5.7 for refractory disease for Hispanic patients (CI 1.687 to 19.445, P = 0.01). When comparing Hispanic to non-Hispanic patients, Hispanic patients had an average lower baseline visual acuity, lower CSTs, and higher HbA1C. CONCLUSION Our study showed that Hispanic patients have a nearly 6 times relatively higher likelihood of refractory disease. There is a notable under-representation of these patients in completed clinical trials for diabetic retinopathy and DME. [Ophthalmic Surg Lasers Imaging Retina 2025;56:346-353.].
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Li M, He J, Vanderbeek BL, Ying GS. Racial and Ethnic Disparities at Enrollment in DRCRnet Clinical Trials for Diabetic Macular Edema. Am J Ophthalmol 2025; 273:231-239. [PMID: 40020979 DOI: 10.1016/j.ajo.2025.02.029] [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: 12/20/2024] [Revised: 02/18/2025] [Accepted: 02/20/2025] [Indexed: 03/03/2025]
Abstract
PURPOSE To assess racial/ethnic disparities and association with diabetic macular edema (DME) characteristics at enrollment in DRCR Retina Network (DRCRnet) DME clinical trials. DESIGN Retrospective, cross-sectional analysis of data from DRCRnet clinical trials. SUBJECTS 5468 participants in 17 DRCRnet DME trials (2003-2020). METHODS The racial and ethnic distribution of DRCRnet DME trial participants was compared to United States census data and DME prevalence data in the CDC's Vision and Eye Health Surveillance System (VEHSS). Generalized linear models were used for comparing demographics, HgbA1c, diabetic retinopathy (DR) severity, and visual acuity (VA) among racial/ethnic groups, and for determining factors associated with VA. MAIN OUTCOME MEASURES Racial and ethnic distribution of DME trial participants; patient and ocular characteristics at enrollment. RESULTS Compared to VEHSS (64% White, 16% Black, 4% Asian, 14% Hispanic) and the 2020 U.S. census (62% White, 12% Black, 6% Asian, 19% Hispanic), White (76%) participants were over-represented, and Asians (2%) and Hispanics (12%) were under-represented (P < .001) in DME trials. HgbA1c was higher in Black and Hispanic (8.3) than in White (7.7) and Asian (7.6) participants (P < .001). More Asian (20%) and Hispanic (23%) participants had proliferative DR than White (19%) and Black (15%) participants (P < .001). Hispanic ethnicity, female gender, older age at diabetes diagnosis, and severe DR were independently associated with worse VA (all P < .05). CONCLUSIONS Hispanic participants, while under-represented, had higher HgbA1c, more severe DR, and worse VA than other groups, emphasizing the need for diverse recruitment in DME trials.
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Affiliation(s)
- Melissa Li
- From the Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jocelyn He
- From the Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Brian L Vanderbeek
- From the Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Gui-Shuang Ying
- From the Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA..
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Tan TE, Ng YP, Calhoun C, Chaung JQ, Yao J, Wang Y, Zhen L, Xu X, Liu Y, Goh RS, Piccoli G, Vujosevic S, Tan GS, Sun JK, Ting DS. Detection of Center-Involved Diabetic Macular Edema with Visual Impairment using Multimodal Artificial Intelligence Algorithms. Ophthalmol Retina 2025:S2468-6530(25)00173-3. [PMID: 40286985 DOI: 10.1016/j.oret.2025.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 04/14/2025] [Accepted: 04/15/2025] [Indexed: 04/29/2025]
Abstract
PURPOSE To develop artificial intelligence (AI) models for automated detection of center-involved diabetic macular edema (CI-DME) with visual impairment using color fundus photographs (CFP) and optical coherence tomography (OCT) scans. DESIGN AI effort using pooled data from multi-center studies. PARTICIPANTS Datasets consisted of diabetic participants with or without CI-DME, who had CFP, OCT, and best corrected visual acuity (BCVA) obtained after manifest refraction. The development dataset was from DRCR Retina Network clinical trials, external testing dataset 1 was from the Singapore National Eye Centre, Singapore, and external testing dataset 2 was from the Eye Clinic, IRCCS MultiMedica, Milan, Italy. METHODS AI models were trained to detect CI-DME, visual impairment (BCVA 20/32 or worse), and CI-DME with visual impairment, using CFPs alone, OCTs alone, and both CFPs and OCTs together (multimodal). Data from 1,007 eyes were used to train and validate the algorithms, and data from 448 eyes were used for testing. MAIN OUTCOME MEASURES Area under the receiver operating characteristic curve (AUC) values. RESULTS In the primary testing set, the CFP model, OCT model, and multimodal model had AUCs of 0.848 (95% CI 0.787-0.900), 0.913 (95% CI 0.870-0.947), and 0.939 (95% CI 0.906-0.964), respectively, for detection of CI-DME with visual impairment. In external testing dataset 1, the CFP, OCT, and multimodal models had AUCs of 0.756 (95% CI 0.624-0.870), 0.949 (95% CI 0.889-0.989), and 0.917 (95% CI 0.837-0.979), respectively, for detection of CI-DME with visual impairment. In external testing dataset 2, the CFP, OCT, and multimodal models had AUCs of 0.881 (95% CI 0.822-0.940), 0.828 (95% CI 0.749-0.905), and 0.907 (95% CI 0.852-0.952), respectively, for detection of CI-DME with visual impairment. CONCLUSION The AI models showed good diagnostic performance for detection of CI-DME with visual impairment. The multimodal (CFP and OCT) model did not offer additional benefit over the OCT model alone. If validated in prospective studies, these AI models could potentially help to improve triage and detection of patients who require prompt treatment.
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Affiliation(s)
- Tien-En Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Duke-National University of Singapore Medical School, Singapore
| | - Yi Pin Ng
- Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore
| | | | - Jia Quan Chaung
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Jie Yao
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Duke-National University of Singapore Medical School, Singapore
| | - Yan Wang
- Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Liangli Zhen
- Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Xinxing Xu
- Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Yong Liu
- Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Rick Sm Goh
- Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore
| | | | - Stela Vujosevic
- Eye Clinic, IRCCS MultiMedica, Milan, Italy; Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
| | - Gavin Sw Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Duke-National University of Singapore Medical School, Singapore
| | - Jennifer K Sun
- Joslin Diabetes Center, Beetham Eye Institute, Harvard Department of Ophthalmology, Boston, Massachusetts
| | - Daniel Sw Ting
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Duke-National University of Singapore Medical School, Singapore
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VanderBeek BL, Yu Y, Cardillo S, Hubbard R. Twenty-Year Trends in Prevalence and Incidence of Diabetic Retinal Disease. Ophthalmology 2025:S0161-6420(25)00076-4. [PMID: 39892747 DOI: 10.1016/j.ophtha.2025.01.022] [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: 12/03/2024] [Revised: 01/21/2025] [Accepted: 01/24/2025] [Indexed: 02/04/2025] Open
Abstract
PURPOSE To determine how the rates of diabetic retinal disease (DRD) and its vision-threatening components (VTDR), diabetic macular edema (DME), and proliferative diabetic retinopathy (PDR) among patients with diabetes mellitus (DM) have changed over the past 20 years. DESIGN Retrospective cohort study. PARTICIPANTS All DM patients insured by commercial and Medicare Advantage insurance plans in a claims database from 2000 through 2022 and at least 1 full calendar year of data. Cohorts were created using International Classification of Diseases codes to determine the yearly prevalence and incidence of DRD, VTDR, DME, and PDR. METHODS Logistic and Poisson regression models created prevalence and incidence estimates, respectively. MAIN OUTCOME MEASURES DRD, DME, and PDR prevalence and incidence. RESULTS The prevalence of DRD initially decreased from 2001 (13.6%) to 2007 (10.9%), but then increased every year through 2021 (20.8%; P < 0.001, adjusted test for trend [aTT]). Incidence of DRD varied considerably, ranging from 16.9 cases per 1000 patient-years in 2013 to its highest of 32.2 cases per 1000 patient-years in 2021 (P < 0.001, aTT). The prevalence of VTDR and DME trended similarly, with increases from 2007 (VTDR, 5.2%; DME, 3.2%) through 2016 (VTDR, 7.5%; DME, 5.4%), followed by decreases each year through 2021 (VTDR, 6.9%; DME, 4.9%; P < 0.001, aTT). The VTDR and DME incidence rates peaked in 2009 (VTDR, 12.4 cases per 1000 patient-years; DME, 8.6 cases per 1000 patient-years) and decreased through 2022 (VTDR, 6.1 cases per 1000 patient-years; DME, 5.0 cases per 1000 patient-years; P < 0.001, aTT, for both VTDR and DME). Prevalence of PDR varied between 3.2% and 4.0% throughout the 20-year observation period (P < 0.001, aTT). Incidence of PDR decreased over time to 2.6 cases per 1000 patient-years in 2022 (P < 0.001, aTT). CONCLUSIONS DRD prevalence (through 2007) and incidence (through 2014) initially decreased, but the rate of each has doubled since. Despite increases in DRD, incidence rates of VTDR, DME, and PDR have improved dramatically over the past 20 years. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Brian L VanderBeek
- Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Research and Training in Pharmacoepidemiology, University of Pennsylvania, Philadelphia, Pennsylvania.
| | - Yinxi Yu
- Center for Preventive Ophthalmology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Serena Cardillo
- Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Rebecca Hubbard
- Department of Biostatistics, Brown University School of Public Health, Providence, Rhode Island
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Abràmoff MD, Lavin PT, Jakubowski JR, Blodi BA, Keeys M, Joyce C, Folk JC. Mitigation of AI adoption bias through an improved autonomous AI system for diabetic retinal disease. NPJ Digit Med 2024; 7:369. [PMID: 39702673 DOI: 10.1038/s41746-024-01389-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Accepted: 12/12/2024] [Indexed: 12/21/2024] Open
Abstract
Where adopted, Autonomous artificial Intelligence (AI) for Diabetic Retinal Disease (DRD) resolves longstanding racial, ethnic, and socioeconomic disparities, but AI adoption bias persists. This preregistered trial determined sensitivity and specificity of a previously FDA authorized AI, improved to compensate for lower contrast and smaller imaged area of a widely adopted, lower cost, handheld fundus camera (RetinaVue700, Baxter Healthcare, Deerfield, IL) to identify DRD in participants with diabetes without known DRD, in primary care. In 626 participants (1252 eyes) 50.8% male, 45.7% Hispanic, 17.3% Black, DRD prevalence was 29.0%, all prespecified non-inferiority endpoints were met and no racial, ethnic or sex bias was identified, against a Wisconsin Reading Center level I prognostic standard using widefield stereoscopic photography and macular Optical Coherence Tomography. Results suggest this improved autonomous AI system can mitigate AI adoption bias, while preserving safety and efficacy, potentially contributing to rapid scaling of health access equity. ClinicalTrials.gov NCT05808699 (3/29/2023).
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Affiliation(s)
- Michael D Abràmoff
- Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, IA, USA.
- Veterans Administration Medical Center, Iowa City, IA, USA.
- Digital Diagnostics, Inc., Coralville, IA, USA.
| | - Philip T Lavin
- Boston Biostatistics Research Foundation, Inc., Framingham, MA, USA
| | | | - Barbara A Blodi
- Department of Ophthalmology and Visual Sciences, Wisconsin Reading Center, University of Wisconsin, Madison, WI, USA
| | - Mia Keeys
- Department of Public Health, George Washington University, Washington, DC, USA
- Womens' Commissioner, Washington, DC, USA
| | - Cara Joyce
- Department of Medicine, Stritch School of Medicine, Loyola University Chicago, Chicago, IL, USA
| | - James C Folk
- Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, IA, USA
- Veterans Administration Medical Center, Iowa City, IA, USA
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Shaikh N, Kumar V, Ramachandran A, Venkatesh R, Tekchandani U, Tyagi M, Jayadev C, Dogra M, Chawla R. Vitrectomy for cases of diabetic retinopathy. Indian J Ophthalmol 2024; 72:1704-1713. [PMID: 39186637 PMCID: PMC11727963 DOI: 10.4103/ijo.ijo_30_24] [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: 01/05/2024] [Revised: 04/30/2024] [Accepted: 05/03/2024] [Indexed: 08/28/2024] Open
Abstract
Microvascular complications of diabetic retinopathy (DR) may require surgical intervention in the form of vitrectomy. Since its inception, diabetic vitrectomy has evolved with introduction of better instruments, newer techniques, and smaller port sizes. Common indications for diabetic vitrectomy include nonresolving vitreous hemorrhage, tractional retinal detachment, epiretinal membrane, progression of fibrovascular membranes despite laser therapy, recalcitrant diabetic macular edema, and neovascular glaucoma. Preoperative systemic stabilization is essential prior to planning surgery. Surgical techniques commonly used in diabetic vitrectomy are segmentation, delamination, and rarely en-bloc dissection. Modification in surgical techniques such as chandelier-assisted bimanual dissection and pharmacological adjuvants improve surgical outcomes in these patients. Prognosis in these patients could be improved with early intervention. Studies evaluating the outcome of vitrectomy in patients with early proliferative DR are required to understand the appropriate time of intervention in patients. Treatment aimed at arresting the progression of DR and gene therapy are avenues that need further evaluation. The following review will focus on covering the epidemiology of DR, indications of vitrectomy, preoperative considerations, surgical procedures of diabetic vitrectomy, methods of membrane dissection, pharmacological adjuvants to vitrectomy, outcomes of diabetic vitrectomy, and future directions of diabetic vitrectomy.
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Affiliation(s)
- Nawazish Shaikh
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, AIIMS, New Delhi, India
| | - Vinod Kumar
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, AIIMS, New Delhi, India
| | | | | | - Uday Tekchandani
- Advanced Eye Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Mudit Tyagi
- Anant Bajaj Retina Institute, LVPEI, Hyderabad, India
| | | | - Mohit Dogra
- Advanced Eye Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Rohan Chawla
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, AIIMS, New Delhi, India
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Sharif A, Smith DR, Hellgren KJ, Jendle J. Diabetic retinopathy among the elderly with type 2 diabetes: A Nationwide longitudinal registry study. Acta Ophthalmol 2024; 102:e883-e892. [PMID: 38339879 DOI: 10.1111/aos.16659] [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: 09/04/2023] [Revised: 01/19/2024] [Accepted: 01/25/2024] [Indexed: 02/12/2024]
Abstract
PURPOSE To investigate the prevalence, incidence and risk factors of DR in elderly people living with type 2 diabetes. METHODS Individuals >80 years, in the Swedish National Diabetes Register (NDR) between 2008 and 2017, were included. Prevalence and incidence were calculated and stratified by age. Estimates were assessed by longitudinal binary logistic regression models. RESULTS One hundred forty-one thousand, one hundred fifty-eight individuals with type 2 diabetes were included, median age 83 years, 53.3% females and with a median HbA1c 52 mmol/mol. The DR prevalence was stable at 336.2 cases/1000 patients in 2008 (95% CI, 330.2-342.3), with no significant changes during the 10-year period. Crude DR incidence rate: 88.5 cases/1000 patient years (95% CI, 87.6-89.4). The incidence rate was lower at higher ages. The effect of age on incident DR varied by sex, with females having an increasingly higher risk than males from 83 years of age, OR 1.25 (1.11-1.42) at age 90 years. The risk of incident DR with longer diabetes duration increased more rapidly at worse glycaemic control. CONCLUSION The growing population of elderly with type 2 diabetes shows a stable proportion of DR and proposes an increased need for DR screening and eye care. Established risk factors for DR, such as diabetes duration and level of glycaemic control, are also important in the elderly; however, age and sex should be considered.
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Affiliation(s)
- Ali Sharif
- School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Department of Ophthalmology, Örebro University Hospital, Örebro, Sweden
| | - Daniel R Smith
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Karl-Johan Hellgren
- School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Department of Ophthalmology, Karlstad Hospital, Karlstad, Sweden
| | - Johan Jendle
- School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
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Abou Taha A, Dinesen S, Vergmann AS, Grauslund J. Present and future screening programs for diabetic retinopathy: a narrative review. Int J Retina Vitreous 2024; 10:14. [PMID: 38310265 PMCID: PMC10838429 DOI: 10.1186/s40942-024-00534-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 01/19/2024] [Indexed: 02/05/2024] Open
Abstract
Diabetes is a prevalent global concern, with an estimated 12% of the global adult population affected by 2045. Diabetic retinopathy (DR), a sight-threatening complication, has spurred diverse screening approaches worldwide due to advances in DR knowledge, rapid technological developments in retinal imaging and variations in healthcare resources.Many high income countries have fully implemented or are on the verge of completing a national Diabetic Eye Screening Programme (DESP). Although there have been some improvements in DR screening in Africa, Asia, and American countries further progress is needed. In low-income countries, only one out of 29, partially implemented a DESP, while 21 out of 50 lower-middle-income countries have started the DR policy cycle. Among upper-middle-income countries, a third of 59 nations have advanced in DR agenda-setting, with five having a comprehensive national DESP and 11 in the early stages of implementation.Many nations use 2-4 fields fundus images, proven effective with 80-98% sensitivity and 86-100% specificity compared to the traditional seven-field evaluation for DR. A cell phone based screening with a hand held retinal camera presents a potential low-cost alternative as imaging device. While this method in low-resource settings may not entirely match the sensitivity and specificity of seven-field stereoscopic photography, positive outcomes are observed.Individualized DR screening intervals are the standard in many high-resource nations. In countries that lacks a national DESP and resources, screening are more sporadic, i.e. screening intervals are not evidence-based and often less frequently, which can lead to late recognition of treatment required DR.The rising global prevalence of DR poses an economic challenge to nationwide screening programs AI-algorithms have showed high sensitivity and specificity for detection of DR and could provide a promising solution for the future screening burden.In summary, this narrative review enlightens on the epidemiology of DR and the necessity for effective DR screening programs. Worldwide evolution in existing approaches for DR screening has showed promising results but has also revealed limitations. Technological advancements, such as handheld imaging devices, tele ophthalmology and artificial intelligence enhance cost-effectiveness, but also the accessibility of DR screening in countries with low resources or where distance to or a shortage of ophthalmologists exists.
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Affiliation(s)
- Andreas Abou Taha
- Department of Ophthalmology, Odense University Hospital, Sdr. Boulevard 29, 5000, Odense, Denmark.
| | - Sebastian Dinesen
- Department of Ophthalmology, Odense University Hospital, Sdr. Boulevard 29, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
| | - Anna Stage Vergmann
- Department of Ophthalmology, Odense University Hospital, Sdr. Boulevard 29, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Jakob Grauslund
- Department of Ophthalmology, Odense University Hospital, Sdr. Boulevard 29, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
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Rajeswaren V, Lu V, Chen H, Patnaik JL, Manoharan N. Healthcare Resource Utilization and Costs in an At-Risk Population With Diabetic Retinopathy. Transl Vis Sci Technol 2024; 13:12. [PMID: 38359018 PMCID: PMC10876016 DOI: 10.1167/tvst.13.2.12] [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: 05/12/2023] [Accepted: 01/10/2024] [Indexed: 02/17/2024] Open
Abstract
Purpose Several investigators have suggested the cost-effectiveness of earlier screening, management of risk factors, and early treatment for diabetic retinopathy (DR). We aimed to evaluate the extent of health care utilization and cost of delayed care by insurance type in a vulnerable patient population. Methods A retrospective analysis of patients with DR was conducted using electronic medical record (EMR) data from January 2014 to December 2020 at Denver Health Medical Center, a safety net institution. Patients were classified by disease severity and insurance status. DR-specific costs were assessed via Current Procedural Terminology (CPT) codes over a 24-month follow-up period. Results Among the 313 patients, a higher proportion of non-English speaking patients were uninsured. Rates of proliferative DR at presentation differed across insurance groups (62% of uninsured, 42% of discount plan, and 33% of Medicare/Medicaid, P = 0.016). There was a significant difference in the total median cost between discount plan patients ($1258, interquartile range [IQR] = $0 - $5901) and both Medicare patients ($751, IQR = $0, $7148, P = 0.037) and Medicaid patients ($593, IQR = $0 - $6299, P = 0.025). Conclusions There were higher rates of proliferative DR at presentation among the uninsured and discount plan patients and greater total median cost in discount plan patients compared to Medicare or Medicaid. These findings prioritize mitigating gaps in insurance coverage and barriers to preventative care among vulnerable populations. Translational Relevance Advanced diabetic disease and increased downstream health care utilization and cost vary across insurance type, suggesting improved access to preventative care is needed in these specific at-risk populations.
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Affiliation(s)
- Vivian Rajeswaren
- Department of Ophthalmology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Vivian Lu
- Department of Ophthalmology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Hongan Chen
- Department of Ophthalmology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Jennifer L. Patnaik
- Department of Ophthalmology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Niranjan Manoharan
- Department of Ophthalmology, University of Colorado School of Medicine, Aurora, CO, USA
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Kour V, Swain J, Singh J, Singh H, Kour H. A Review on Diabetic Retinopathy. Curr Diabetes Rev 2024; 20:e201023222418. [PMID: 37867267 DOI: 10.2174/0115733998253672231011161400] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/08/2023] [Accepted: 08/23/2023] [Indexed: 10/24/2023]
Abstract
Diabetic retinopathy is a well-recognised microvascular complication of diabetes and is among the leading cause of blindness all over the world. Over the last decade, there have been advances in the diagnosis of diabetic retinopathy and diabetic macular edema. At the same time, newer therapies for the management of diabetic retinopathy have evolved. As a result of these advances, a decline in severe vision loss due to diabetes has been witnessed in some developing countries. However, there is a steady increase in the number of people affected with diabetes, and is expected to rise further in the coming years. Therefore, it is prudent to identify diabetic retinopathy, and timely intervention is needed to decrease the burden of severe vision loss. An effort has been made to review all the existing knowledge regarding diabetic retinopathy in this article and summarize the present treatment options for diabetic retinopathy.
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Affiliation(s)
- Vijender Kour
- Consultant Ophthalmology, Department of Ophthalmology, Sub District Hospital, Tral, Pulwama, India
| | - Jayshree Swain
- Department of Endocrinology, IMS and Sum Hospital, Siksha O Anusandhan (SOA) University, Bhubaneswar, India
| | - Jaspreet Singh
- Department of Endocrinology, IMS and Sum Hospital, Siksha O Anusandhan (SOA) University, Bhubaneswar, India
| | - Hershdeep Singh
- Consultant Neurosurgeon, Department of Neurosurgery, Fortis Ludhiana, Bhubaneswar, India
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Prasad PS. The Patient, their Environment, and the Importance of Diversity in Clinical Research. Ophthalmol Retina 2023; 7:1025-1026. [PMID: 37379885 DOI: 10.1016/j.oret.2023.06.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 06/14/2023] [Indexed: 06/30/2023]
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Li H, Li G, Li N, Liu C, Yuan Z, Gao Q, Hao S, Fan S, Yang J. Cost-effectiveness analysis of artificial intelligence-based diabetic retinopathy screening in rural China based on the Markov model. PLoS One 2023; 18:e0291390. [PMID: 37971984 PMCID: PMC10653408 DOI: 10.1371/journal.pone.0291390] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 08/26/2023] [Indexed: 11/19/2023] Open
Abstract
This study assessed the cost-effectiveness of different diabetic retinopathy (DR) screening strategies in rural regions in China by using a Markov model to make health economic evaluations. In this study, we determined the structure of a Markov model according to the research objectives, which required parameters collected through field investigation and literature retrieval. After perfecting the model with parameters and assumptions, we developed a Markov decision analytic model according to the natural history of DR in TreeAge Pro 2011. For this model, we performed Markov cohort and cost-effectiveness analyses to simulate the probabilistic distributions of different developments in DR and the cumulative cost-effectiveness of artificial intelligence (AI)-based screening and ophthalmologist screening for DR in the rural population with diabetes mellitus (DM) in China. Additionally, a model-based health economic evaluation was performed by using quality-adjusted life years (QALYs) and incremental cost-effectiveness ratios. Last, one-way and probabilistic sensitivity analyses were performed to assess the stability of the results. From the perspective of the health system, compared with no screening, AI-based screening cost more (the incremental cost was 37,257.76 RMB (approximately 5,211.31 US dollars)), but the effect was better (the incremental utility was 0.33). Compared with AI-based screening, the cost of ophthalmologist screening was higher (the incremental cost was 14,886.76 RMB (approximately 2,070.19 US dollars)), and the effect was worse (the incremental utility was -0.31). Compared with no screening, the incremental cost-effectiveness ratio (ICER) of AI-based DR screening was 112,146.99 RMB (15,595.47 US dollars)/QALY, which was less than the threshold for the ICER (< 3 times the per capita gross domestic product (GDP), 217,341.00 RMB (30,224.03 US dollars)). Therefore, AI-based screening was cost-effective, which meant that the increased cost for each additional quality-adjusted life year was merited. Compared with no screening and ophthalmologist screening for DR, AI-based screening was the most cost-effective, which not only saved costs but also improved the quality of life of diabetes patients. Popularizing AI-based DR screening strategies in rural areas would be economically effective and feasible and can provide a scientific basis for the further formulation of early screening programs for diabetic retinopathy.
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Affiliation(s)
- Huilin Li
- Department of Ophthalmology, Heji Hospital Affiliated to Changzhi Medical College, Changzhi, 046000, China
| | - Guanyan Li
- Postgraduate Department, Changzhi Medical College, Changzhi, 046000, China
- Shenzhen Longgang Otorhinolaryngology Hospital, Shenzhen, 518100, China
| | - Na Li
- Postgraduate Department, Changzhi Medical College, Changzhi, 046000, China
| | - Changyan Liu
- Postgraduate Department, Changzhi Medical College, Changzhi, 046000, China
| | - Ziyou Yuan
- Postgraduate Department, Changzhi Medical College, Changzhi, 046000, China
| | - Qingyue Gao
- Postgraduate Department, Changzhi Medical College, Changzhi, 046000, China
| | - Shaofeng Hao
- Department of Ophthalmology, Heji Hospital Affiliated to Changzhi Medical College, Changzhi, 046000, China
| | - Shengfu Fan
- Department of Foreign Languages, Changzhi Medical College, Changzhi, 046000, China
| | - Jianzhou Yang
- Department of Public Health and Preventive Medicine, Changzhi Medical College, Changzhi, 046000, China
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Gabrielle PH, Mehta H, Barthelmes D, Daien V, Nguyen V, Gillies MC, Creuzot-Garcher CP. From randomised controlled trials to real-world data: Clinical evidence to guide management of diabetic macular oedema. Prog Retin Eye Res 2023; 97:101219. [PMID: 37898362 DOI: 10.1016/j.preteyeres.2023.101219] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 10/12/2023] [Accepted: 10/13/2023] [Indexed: 10/30/2023]
Abstract
Randomised clinical trials (RCTs) are generally considered the gold-standard for providing scientific evidence for treatments' effectiveness and safety but their findings may not always be generalisable to the broader population treated in routine clinical practice. RCTs include highly selected patient populations that fit specific inclusion and exclusion criteria. Although they may have a lower level of certainty than RCTs on the evidence hierarchy, real-world data (RWD), such as observational studies, registries and databases, provide real-world evidence (RWE) that can complement RCTs. For example, RWE may help satisfy requirements for a new indication of an already approved drug and help us better understand long-term treatment effectiveness, safety and patterns of use in clinical practice. Many countries have set up registries, observational studies and databases containing information on patients with retinal diseases, such as diabetic macular oedema (DMO). These DMO RWD have produced significant clinical evidence in the past decade that has changed the management of DMO. RWD and medico-administrative databases are a useful resource to identify low frequency safety signals. They often have long-term follow-up with a large number of patients and minimal exclusion criteria. We will discuss improvements in healthcare information exchange technologies, such as blockchain technology and FHIR (Fast Healthcare Interoperability Resources), which will connect and extend databases already available. These registries can be linked with existing or emerging retinal imaging modalities using artificial intelligence to aid diagnosis, treatment decisions and provide prognostic information. The results of RCTs and RWE are combined to provide evidence-based guidelines.
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Affiliation(s)
- Pierre-Henry Gabrielle
- Department of Ophthalmology, Dijon University Hospital, Dijon, Burgundy, France; The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Hemal Mehta
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia; Ophthalmology Department, Royal Free London NHS Foundation Trust, London, United Kingdom
| | - Daniel Barthelmes
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia; Department of Ophthalmology, University Hospital and University of Zurich, Zurich, Switzerland
| | - Vincent Daien
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia; Department of Ophthalmology, Montpellier University Hospital, Montpellier, France; Institute for Neurosciences of Montpellier, Univ Montpellier, INSERM, Montpellier, France
| | - Vuong Nguyen
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Mark C Gillies
- The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
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Dinesen S, Stokholm L, Subhi Y, Peto T, Savarimuthu TR, Andersen N, Andresen J, Bek T, Hajari J, Heegaard S, Højlund K, Laugesen CS, Kawasaki R, Möller S, Schielke K, Thykjær AS, Pedersen F, Grauslund J. Five-Year Incidence of Proliferative Diabetic Retinopathy and Associated Risk Factors in a Nationwide Cohort of 201 945 Danish Patients with Diabetes. OPHTHALMOLOGY SCIENCE 2023; 3:100291. [PMID: 37025947 PMCID: PMC10070897 DOI: 10.1016/j.xops.2023.100291] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 02/16/2023] [Accepted: 02/17/2023] [Indexed: 03/29/2023]
Abstract
Purpose To evaluate the proliferative diabetic retinopathy (PDR) progression rates and identify the demographic and clinical characteristics of patients who later developed PDR compared with patients who did not progress to that state. Design A national 5-year register-based cohort study including 201 945 patients with diabetes. Subjects Patients with diabetes who had attended the Danish national screening program (2013-2018) for diabetic retinopathy (DR). Methods We used the first screening episode as the index date and included both eyes of patients with and without subsequent progression of PDR. Data were linked with various national health registries to investigate relevant clinical and demographic parameters. The International Clinical Retinopathy Disease Scale was used to classify DR, with no DR as level 0, mild DR as level 1, moderate DR as level 2, severe DR as level 3, and PDR as level 4. Main Outcome Measures Hazard ratios (HRs) for incident PDR for all relevant demographic and clinical parameters and 1-, 3-, and 5-year incidence rates of PDR according to baseline DR level. Results Progression to PDR within 5 years was identified in 2384 eyes of 1780 patients. Proliferative diabetic retinopathy progression rates from baseline DR level 3 at 1, 3 and 5 years were 3.6%, 10.9%, and 14.7%, respectively. The median number of visits was 3 (interquartile range, 1-4). Progression to PDR was predicted in a multivariable model by duration of diabetes (HR, 4.66 per 10 years; 95% confidence interval [CI], 4.05-5.37), type 1 diabetes (HR, 9.61; 95% CI, 8.01-11.53), a Charlson Comorbidity Index score of > 0 (score 1: HR, 4.62; 95% CI, 4.14-5.15; score 2: HR, 2.28; 95% CI, 1.90-2.74; score ≥ 3: HR, 4.28; 95% CI, 3.54-5.17), use of insulin (HR, 5.33; 95% CI, 4.49-6.33), and use of antihypertensive medications (HR, 2.23; 95% CI, 1.90-2.61). Conclusions In a 5-year longitudinal study of an entire screening nation, we found increased risk of PDR with increasing baseline DR levels, longer duration of diabetes, type 1 diabetes, systemic comorbidity, use of insulin, and blood pressure-lowering medications. Most interestingly, we found lower risk of progression from DR level 3 to PDR compared with that in previous studies. Financial Disclosures Proprietary or commercial disclosure may be found after the references.
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Zhao Y, Wang A. Development and validation of a risk prediction model for visual impairment in older adults. Int J Nurs Sci 2023; 10:383-390. [PMID: 37545769 PMCID: PMC10401343 DOI: 10.1016/j.ijnss.2023.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 06/14/2023] [Accepted: 06/20/2023] [Indexed: 08/08/2023] Open
Abstract
Objectives This study aimed to determine the risk factors that affect visual impairment in older adults for developing and evaluating a visual impairment risk prediction model. Methods In this hospital-based unmatched case-control design study, we enrolled 586 participants (411 in the training set and 175 in the internal test set) from the ophthalmology clinic and physical examination center of a teaching hospital in Liaoning Province, China, from June to December 2020. Visual impairment was defined as best-corrected visual acuity <6/18 (The WHO definition). Possible influencing factors of visual impairment were assessed, including demographic factors, socioeconomic factors, disease and medication factors, and lifestyle. A visual impairment risk prediction model was developed using binary logistic regression analysis. The area under the ROC curve (AUC) was used to evaluate the effectiveness of the proposed prediction model. Results Six independent influencing factors of visual impairment in older adults were identified: age, systolic blood pressure, physical activity scores, diabetes, self-reported ocular disease history, and education level. A visual impairment risk prediction model for older adults was developed, showing powerful predictive ability in the training set and internal test set with AUCs of 0.87 (95%CI 0.83-0.90) and 0.81 (95%CI 0.74-0.88), respectively. Conclusions The risk prediction model for visual impairment in older adults had high predictive power. Identifying older adults at risk for developing visual impairment can help healthcare workers to adopt appropriate targeted programs for early education and intervention to prevent or delay visual impairment and prevent injuries due to visual impairment in older adults.
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Lundeen EA, Kim M, Rein DB, Wittenborn JS, Saaddine J, Ehrlich JR, Holliday CS. Trends in the Prevalence and Treatment of Diabetic Macular Edema and Vision-Threatening Diabetic Retinopathy Among Commercially Insured Adults Aged <65 Years. Diabetes Care 2023; 46:687-696. [PMID: 36637915 PMCID: PMC10928529 DOI: 10.2337/dc22-1834] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 12/19/2022] [Indexed: 01/14/2023]
Abstract
OBJECTIVE Examine the 10-year trend in the prevalence and treatment of diabetic macular edema (DME) and vision-threatening diabetic retinopathy (VTDR) among commercially insured adults with diabetes. RESEARCH DESIGN AND METHODS We analyzed the 10-year trend (2009-2018) in health care claims for adults aged 18-64 years using the IBM MarketScan Database, a national convenience sample of employer-sponsored health insurance. We included patients continuously enrolled in commercial fee-for-service health insurance for 24 months who had a diabetes ICD-9/10-CM code on one or more inpatient or two or more different-day outpatient claims in the index year or previous calendar year. We used diagnosis and procedure codes to calculate the annual prevalence of patients with one or more claims for 1) any DME, 2) either DME or VTDR, and 3) antivascular endothelial growth factor (anti-VEGF) injections and laser photocoagulation treatment, stratified by any DME, VTDR with DME, and VTDR without DME. We calculated the average annual percent change (AAPC). RESULTS From 2009 to 2018, there was an increase in the annual prevalence of patients with DME or VTDR (2.1% to 3.4%; AAPC 7.5%; P < 0.001) and any DME (0.7% to 2.6%; AAPC 19.8%; P < 0.001). There were sex differences in the annual prevalence of DME or VTDR and any DME, with men having a higher prevalence than women. Annual claims for anti-VEGF injections increased among patients with any DME (327%) and VTDR with DME (206%); laser photocoagulation decreased among patients with any DME (-68%), VTDR with DME (-54%), and VTDR without DME (-62%). CONCLUSIONS Annual claims for DME or VTDR and anti-VEGF injections increased whereas those for laser photocoagulation decreased among commercially insured adults with diabetes.
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Affiliation(s)
- Elizabeth A Lundeen
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Minchul Kim
- Department of Internal Medicine, University of Illinois College of Medicine, Peoria, IL
| | - David B Rein
- National Opinion Research Center at the University of Chicago, Atlanta, GA
| | - John S Wittenborn
- National Opinion Research Center at the University of Chicago, Atlanta, GA
| | - Jinan Saaddine
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Joshua R Ehrlich
- Department of Ophthalmology and Visual Sciences and Institute for Social Research, University of Michigan, Ann Arbor, MI
| | - Christopher S Holliday
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
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Fonda SJ, Bursell SE, Lewis DG, Clary D, Shahon D, Cavallerano J. Incidence and Progression of Diabetic Retinopathy in American Indian and Alaska Native Individuals Served by the Indian Health Service, 2015-2019. JAMA Ophthalmol 2023; 141:366-375. [PMID: 36892822 PMCID: PMC9999279 DOI: 10.1001/jamaophthalmol.2023.0167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2023]
Abstract
Importance Estimates of diabetic retinopathy (DR) incidence and progression in American Indian and Alaska Native individuals are based on data from before 1992 and may not be informative for strategizing resources and practice patterns. Objective To examine incidence and progression of DR in American Indian and Alaska Native individuals. Design, Setting, and Participants This was a retrospective cohort study conducted from January 1, 2015, to December 31, 2019, and included adults with diabetes and no evidence of DR or mild nonproliferative DR (NPDR) in 2015 who were reexamined at least 1 time during the 2016 to 2019 period. The study setting was the Indian Health Service (IHS) teleophthalmology program for diabetic eye disease. Exposure Development of new DR or worsening of mild NPDR in American Indian and Alaska Native individuals with diabetes. Main Outcomes and Measures Outcomes were any increase in DR, 2 or more (2+) step increases, and overall change in DR severity. Patients were evaluated with nonmydriatic ultra-widefield imaging (UWFI) or nonmydriatic fundus photography (NMFP). Standard risk factors were included. Results The total cohort of 8374 individuals had a mean (SD) age of 53.2 (12.2) years and a mean (SD) hemoglobin A1c level of 8.3% (2.2%) in 2015, and 4775 were female (57.0%). Of patients with no DR in 2015, 18.0% (1280 of 7097) had mild NPDR or worse in 2016 to 2019, and 0.1% (10 of 7097) had PDR. The incidence rate from no DR to any DR was 69.6 cases per 1000 person-years at risk. A total of 6.2% of participants (441 of 7097) progressed from no DR to moderate NPDR or worse (ie, 2+ step increase; 24.0 cases per 1000 person-years at risk). Of patients with mild NPDR in 2015, 27.2% (347 of 1277) progressed to moderate NPDR or worse in 2016 to 2019, and 2.3% (30 of 1277) progressed to severe NPDR or worse (ie, 2+ step progression). Incidence and progression were associated with expected risk factors and evaluation with UWFI. Conclusions and Relevance In this cohort study, the estimates of DR incidence and progression were lower than those previously reported for American Indian and Alaska Native individuals. The results suggest extending the time between DR re-evaluations for certain patients in this population, if follow-up compliance and visual acuity outcomes are not jeopardized.
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Affiliation(s)
| | | | | | - Dawn Clary
- Phoenix Indian Medical Center, Phoenix, Arizona
| | - Dara Shahon
- Phoenix Indian Medical Center, Phoenix, Arizona
| | - Jerry Cavallerano
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts.,Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts
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Perais J, Agarwal R, Evans JR, Loveman E, Colquitt JL, Owens D, Hogg RE, Lawrenson JG, Takwoingi Y, Lois N. Prognostic factors for the development and progression of proliferative diabetic retinopathy in people with diabetic retinopathy. Cochrane Database Syst Rev 2023; 2:CD013775. [PMID: 36815723 PMCID: PMC9943918 DOI: 10.1002/14651858.cd013775.pub2] [Citation(s) in RCA: 45] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
BACKGROUND Diabetic retinopathy (DR) is characterised by neurovascular degeneration as a result of chronic hyperglycaemia. Proliferative diabetic retinopathy (PDR) is the most serious complication of DR and can lead to total (central and peripheral) visual loss. PDR is characterised by the presence of abnormal new blood vessels, so-called "new vessels," at the optic disc (NVD) or elsewhere in the retina (NVE). PDR can progress to high-risk characteristics (HRC) PDR (HRC-PDR), which is defined by the presence of NVD more than one-fourth to one-third disc area in size plus vitreous haemorrhage or pre-retinal haemorrhage, or vitreous haemorrhage or pre-retinal haemorrhage obscuring more than one disc area. In severe cases, fibrovascular membranes grow over the retinal surface and tractional retinal detachment with sight loss can occur, despite treatment. Although most, if not all, individuals with diabetes will develop DR if they live long enough, only some progress to the sight-threatening PDR stage. OBJECTIVES: To determine risk factors for the development of PDR and HRC-PDR in people with diabetes and DR. SEARCH METHODS We searched the Cochrane Central Register of Controlled Trials (CENTRAL; which contains the Cochrane Eyes and Vision Trials Register; 2022, Issue 5), Ovid MEDLINE, and Ovid Embase. The date of the search was 27 May 2022. Additionally, the search was supplemented by screening reference lists of eligible articles. There were no restrictions to language or year of publication. SELECTION CRITERIA: We included prospective or retrospective cohort studies and case-control longitudinal studies evaluating prognostic factors for the development and progression of PDR, in people who have not had previous treatment for DR. The target population consisted of adults (≥18 years of age) of any gender, sexual orientation, ethnicity, socioeconomic status, and geographical location, with non-proliferative diabetic retinopathy (NPDR) or PDR with less than HRC-PDR, diagnosed as per standard clinical practice. Two review authors independently screened titles and abstracts, and full-text articles, to determine eligibility; discrepancies were resolved through discussion. We considered prognostic factors measured at baseline and any other time points during the study and in any clinical setting. Outcomes were evaluated at three and eight years (± two years) or lifelong. DATA COLLECTION AND ANALYSIS: Two review authors independently extracted data from included studies using a data extraction form that we developed and piloted prior to the data collection stage. We resolved any discrepancies through discussion. We used the Quality in Prognosis Studies (QUIPS) tool to assess risk of bias. We conducted meta-analyses in clinically relevant groups using a random-effects approach. We reported hazard ratios (HR), odds ratios (OR), and risk ratios (RR) separately for each available prognostic factor and outcome, stratified by different time points. Where possible, we meta-analysed adjusted prognostic factors. We evaluated the certainty of the evidence with an adapted version of the GRADE framework. MAIN RESULTS: We screened 6391 records. From these, we identified 59 studies (87 articles) as eligible for inclusion. Thirty-five were prospective cohort studies, 22 were retrospective studies, 18 of which were cohort and six were based on data from electronic registers, and two were retrospective case-control studies. Twenty-three studies evaluated participants with type 1 diabetes (T1D), 19 with type 2 diabetes (T2D), and 17 included mixed populations (T1D and T2D). Studies on T1D included between 39 and 3250 participants at baseline, followed up for one to 45 years. Studies on T2D included between 100 and 71,817 participants at baseline, followed up for one to 20 years. The studies on mixed populations of T1D and T2D ranged from 76 to 32,553 participants at baseline, followed up for four to 25 years. We found evidence indicating that higher glycated haemoglobin (haemoglobin A1c (HbA1c)) levels (adjusted OR ranged from 1.11 (95% confidence interval (CI) 0.93 to 1.32) to 2.10 (95% CI 1.64 to 2.69) and more advanced stages of retinopathy (adjusted OR ranged from 1.38 (95% CI 1.29 to 1.48) to 12.40 (95% CI 5.31 to 28.98) are independent risk factors for the development of PDR in people with T1D and T2D. We rated the evidence for these factors as of moderate certainty because of moderate to high risk of bias in the studies. There was also some evidence suggesting several markers for renal disease (for example, nephropathy (adjusted OR ranged from 1.58 (95% CI not reported) to 2.68 (2.09 to 3.42), and creatinine (adjusted meta-analysis HR 1.61 (95% CI 0.77 to 3.36)), and, in people with T1D, age at diagnosis of diabetes (< 12 years of age) (standardised regression estimate 1.62, 95% CI 1.06 to 2.48), increased triglyceride levels (adjusted RR 1.55, 95% CI 1.06 to 1.95), and larger retinal venular diameters (RR 4.28, 95% CI 1.50 to 12.19) may increase the risk of progression to PDR. The certainty of evidence for these factors, however, was low to very low, due to risk of bias in the included studies, inconsistency (lack of studies preventing the grading of consistency or variable outcomes), and imprecision (wide CIs). There was no substantial and consistent evidence to support duration of diabetes, systolic or diastolic blood pressure, total cholesterol, low- (LDL) and high- (HDL) density lipoproteins, gender, ethnicity, body mass index (BMI), socioeconomic status, or tobacco and alcohol consumption as being associated with incidence of PDR. There was insufficient evidence to evaluate prognostic factors associated with progression of PDR to HRC-PDR. AUTHORS' CONCLUSIONS: Increased HbA1c is likely to be associated with progression to PDR; therefore, maintaining adequate glucose control throughout life, irrespective of stage of DR severity, may help to prevent progression to PDR and risk of its sight-threatening complications. Renal impairment in people with T1D or T2D, as well as younger age at diagnosis of diabetes mellitus (DM), increased triglyceride levels, and increased retinal venular diameters in people with T1D may also be associated with increased risk of progression to PDR. Given that more advanced DR severity is associated with higher risk of progression to PDR, the earlier the disease is identified, and the above systemic risk factors are controlled, the greater the chance of reducing the risk of PDR and saving sight.
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Affiliation(s)
- Jennifer Perais
- The Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, UK
| | - Ridhi Agarwal
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Jennifer R Evans
- Cochrane Eyes and Vision, Queen's University Belfast, Belfast, UK
| | | | | | | | - Ruth E Hogg
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - John G Lawrenson
- Centre for Applied Vision Research, School of Health Sciences, City University of London, London, UK
| | - Yemisi Takwoingi
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Noemi Lois
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, UK
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INCIDENCE OF NEW DIABETIC MACULAR EDEMA IN FELLOW EYES OF PATIENTS IN THE VISTA AND VIVID STUDIES. Retina 2023; 43:254-262. [PMID: 36265076 DOI: 10.1097/iae.0000000000003658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
PURPOSE To characterize diabetic macular edema (DME) incidence in fellow eyes of patients treated for DME in the study eye. METHODS This post hoc analysis of VISTA/VIVID data evaluated fellow eyes without DME at baseline through Week 100. Diabetic macular edema presence in the fellow eye was inferred by investigator-reported DME adverse events and use of DME treatments. RESULTS Over 100 weeks, 44.9%, 44.2%, and 42.9% of fellow eyes developed DME in the intravitreal aflibercept injection 2 mg every 4 weeks (n = 245), intravitreal aflibercept injection 2 mg every 8 weeks (n = 258), and laser control (n = 252) groups, respectively. Mean time to DME development in combined treatment groups was ∼6 months. Multivariable regression analysis confirmed patients with shorter diabetes duration (hazard ratio per 10-year decrease, 1.16; 95% confidence interval, 1.03-1.30; P = 0.0160) and thicker baseline study eye central subfield thickness (hazard ratio per 10- µ m increase, 1.01; 95% confidence interval, 1.01-1.02; P = 0.0002) were at higher risk of developing DME in the fellow eye. CONCLUSION Among patients with DME in one eye at baseline, almost half developed DME in the fellow eye over 2 years. Shorter duration of diabetes and thicker study eye central subfield thickness were predictors of DME development in the fellow eye.
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Kaakour AH, Hua HU, Rachitskaya A. Representation of Race and Ethnicity in Randomized Clinical Trials of Diabetic Macular Edema and Retinal Vein Occlusion Compared to 2010 US Census Data. JAMA Ophthalmol 2022; 140:1096-1102. [PMID: 36201192 PMCID: PMC9539735 DOI: 10.1001/jamaophthalmol.2022.3929] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 08/15/2022] [Indexed: 12/15/2022]
Abstract
Importance Diverse enrollment and adequate representation of racial and ethnic minority groups in randomized clinical trials (RCTs) are valuable to ensure external validity and applicability of results. Objective To compare the distribution of race and ethnicity in RCTs of diabetic macular edema (DME) and macular edema from retinal vein occlusion (RVO) to that of US Census data. Design, Setting, and Participants This was a cross-sectional retrospective analysis comparing racial and ethnic demographic characteristics of US-based RCTs of DME and RVO between 2004 and 2020 with 2010 US Census data. PubMed and ClinicalTrials.gov were searched to screen for completed phase 3 RCTs with published results. Of 169 trials screened, 146 were excluded because they were incomplete, did not report race and ethnicity, or were not based in the US, and 23 trials were included (15 DME and 8 RVO). The number and percentage of American Indian or Alaska Native, Asian, Black, Hispanic, Native Hawaiian or Other Pacific Islander, and White participants was recorded in each RCT. The demographic distribution and proportion was compared to the reported distribution and proportion in the 2010 US Census using the χ2 test. Main Outcomes and Measures Overrepresentation, underrepresentation, or representation commensurate with 2010 US Census data in the racial and ethnic populations of RCTs of retinal vascular disease. Results In 23 included RCTs of DME and RVO, there were a total of 38 participants (0.4%) who identified as American Indian or Alaska Native and Native Hawaiian or Other Pacific Islander (groups combined owing to small numbers), 415 Asian participants (4.4%), 904 Black participants (9.6%), 954 Hispanic participants (10.1%), and 7613 White participants (80.4%). By comparison, the 2010 US Census data indicated that 1.1% of the US population self-reported as American Indian or Alaska Native and Native Hawaiian or Other Pacific Islander (groups combined for comparison in this study), 4.8% self-reported as Asian, 12.6% as Black or African American, 16.3% as Hispanic, and 63.7% as White. American Indian or Alaska Native and Hawaiian or Other Pacific Islander participants were underrepresented in 2 trials, neither overrepresented nor underrepresented in 20, and not overrepresented in any of the included trials. Asian participants were underrepresented in 10 trials, overrepresented in 4, and neither overrepresented nor underrepresented in 8. Black participants were underrepresented in 9 trials, overrepresented in 2, and neither overrepresented nor underrepresented in 11. Hispanic participants were underrepresented in 15 trials, overrepresented in 2, and neither overrepresented nor underrepresented in 5. White participants were underrepresented in 2 trials, overrepresented in 14, and neither overrepresented nor underrepresented in 7. The χ2 values comparing RCT demographic distribution to US 2010 Census data were significantly different in 22 of 23 included RCTs. Conclusions and Relevance The findings in this study indicated a discrepancy between racial and ethnic demographic data in RCTs of DME and RVO and the US population according to the 2010 Census. White study participants were most frequently overrepresented, and Hispanic study participants were most frequently underrepresented. These findings support the need for more efforts to recruit underrepresented racial and ethnic minorities to improve external validity in trial findings.
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Affiliation(s)
| | - Hong-Uyen Hua
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
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21
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Creuzot-Garcher C, Massin P, Srour M, Baudin F, Dot C, Nghiem-Buffet S, Girmens JF, Collin C, Ponthieux A, Delcourt C. Epidemiology of Treated Diabetes Ocular Complications in France 2008-2018-The LANDSCAPE French Nationwide Study. Pharmaceutics 2022; 14:2330. [PMID: 36365148 PMCID: PMC9697089 DOI: 10.3390/pharmaceutics14112330] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 10/17/2022] [Accepted: 10/27/2022] [Indexed: 01/27/2024] Open
Abstract
AIM LANDSCAPE aimed to estimate the annual incidence and prevalence of treated diabetic macular edema (DME) and proliferative diabetic retinopathy (PDR) between 2008 and 2018. METHODS This French nationwide observational study used data from the French National Health Insurance Databases covering 99% of the French population. Data about healthcare consumption were used to identify adults treated with anti-VEGFs or dexamethasone implants (for DME) and with pan-retinal photocoagulation (for PDR). All French patients newly treated between 2008 and 2018 were included. Incidence and prevalence of treated DME and PDR were estimated for the age-matched general population and the population with diabetes in France. Sociodemographic characteristics and medical history were described in both populations. RESULTS We identified 53,584 treated DME patients and 127,273 treated PDR patients between 2008 and 2018, and 11,901 DME and 11,996 PDR new incident patients in 2018. The treated DME incidence in 2018 was 2.5 per 10,000 in the general population and 37.3 per 10,000 in the population with diabetes. Prevalence in 2018 was 9.5 and 143.7 per 10,000 in the respective populations. Treated PDR incidence in 2018 was 2.3 per 10,000 in the general population and 31.2 per 10,000 in the population with diabetes. Prevalence in 2018 was 19.9 and 270.3 per 10,000 in the respective populations. Incidence and prevalence were not age-dependent. Incidence of treated PDR incidence was relatively stable from 2008-2018. Incidence of treated DME incidence rose from 2012-2018, probably due to widening access to newly available treatments, such as anti-VEGFs. CONCLUSIONS We provide exhaustive nationwide data on the incidence and prevalence of treated diabetic ocular complications in France over a 10-year period.
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Affiliation(s)
| | - Pascale Massin
- Cabinet d’Ophtalmologie de Breteuil, Centre Broca, Hôpital Lariboisière, 75013 Paris, France
| | - Mayer Srour
- Department of Ophthalmology, Centre Hospitalier Intercommunal de Créteil, Université de Paris Est Créteil, 94000 Créteil, France
| | - Florian Baudin
- Department of Ophthalmology, University Hospital, 21000 Dijon, France
| | - Corinne Dot
- Department of Ophthalmology, Desgenettes Military Hospital, 69003 Lyon, France
| | | | - Jean-Francois Girmens
- Department of Ophthalmology, INSERM-DGOS CIC 1423, Centre Hospitalier National d’Ophtalmologie (CHNO) des Quinze-Vingts, 75012 Paris, France
| | | | - Anne Ponthieux
- Novartis Pharma SAS, 8/10 rue Henri Sainte Claire Deville, 92563 Rueil-Malmaison, France
| | - Cecile Delcourt
- Team LEHA, Bordeaux Population Health Research Center, UMR 1219, Institut National de la Santé et de la Recherche Médicale (Inserm), University of Bordeaux, 33000 Bordeaux, France
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22
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Jeong IS, Kang CM. Time to Diagnosis and Treatment of Diabetes Mellitus among Korean Adults with Hyperglycemia: Using a Community-Based Cohort Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12090. [PMID: 36231389 PMCID: PMC9566253 DOI: 10.3390/ijerph191912090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 09/19/2022] [Accepted: 09/20/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVES To identify the time from hyperglycemia to diabetes mellitus (DM) diagnosis and treatment, the risk factors for diabetes development, and the prevalence of comorbidities/complications in patients > 40 years of age. METHODS This secondary data analysis study used data from the Korean Genome and Epidemiology Study. The participants comprised 186 patients who did not have diabetes at baseline, but developed hyperglycemia at the first follow-up. The average and median periods until DM diagnosis and treatment were calculated using Kaplan-Meier survival analysis. RESULTS Of the 186 participants, 57.0% were men and 35.5% were 40-49 years old. The average time to DM diagnosis and treatment was 10.87 years and 11.34 years, respectively. The risk factors for the duration of DM were current smoking, body mass index (BMI), fasting blood sugar (FBS), and postprandial 2-hour glucose (PP2). The risk factors for the duration of diabetes treatment were current smoking, hypertension, BMI, FBS, and PP2. The development of one or more comorbidities or diabetes complications was identified at the time of DM diagnosis (36.5%) and DM treatment (41.4%). CONCLUSIONS As diabetes complications occur at the time of DM, and early treatment can impact the development of diabetes complications or mortality, it is necessary to establish a referral program so that participants presenting with high blood sugar levels in the screening program can be diagnosed and treated in a timely manner.
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Affiliation(s)
- Ihn-Sook Jeong
- College of Nursing, Pusan National University, Yangsan 50612, Korea
| | - Chan-Mi Kang
- Department of Nursing, Dong-Eui Institute of Technology, Busan 47230, Korea
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Cheung N, Chee ML, Klein R, Klein BEK, Shea S, Cotch MF, Cheng CY, Wong TY. Incidence and progression of diabetic retinopathy in a multi-ethnic US cohort: the Multi-Ethnic Study of Atherosclerosis. Br J Ophthalmol 2022; 106:1264-1268. [PMID: 33741582 PMCID: PMC8449789 DOI: 10.1136/bjophthalmol-2021-318992] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 02/28/2021] [Accepted: 03/11/2021] [Indexed: 11/03/2022]
Abstract
AIM To provide contemporary longitudinal data on the incidence and progression of diabetic retinopathy (DR) in a multi-ethnic population of whites, African Americans, Chinese and Hispanics in the United States. METHODS A prospective, multi-region, multi-ethnic population-based cohort study that included 498 participants with diabetes, aged 45-84 years at baseline, from the Multi-Ethnic Study of Atherosclerosis with retinal images obtained twice, on average 8 years apart. Presence and severity of DR were graded from these retinal images according to the modified Airlie House classification system. Main outcome measures were 8-year incidence, progression and improvement of DR, and their associated risk factors. RESULTS Over the 8 years, the cumulative rates were 19.2% for incident DR, 17.3% for DR progression, 23.3% for DR improvement, 2.7% for incident vision-threatening DR, 1.8% for incident proliferative DR and 2.2% for incident macular oedema. In multivariate analysis, significant risk factors associated with incident DR were higher glycosylated haemoglobin (relative risk (RR) 1.28; 95% CI: 1.16 to 1.41) and higher systolic blood pressure (RR 1.14; 95% CI: 1.04 to 1.25). Significant factors associated with DR progression were higher glycosylated haemoglobin (RR 1.20; 95% CI: 1.00 to 1.43) and higher low-density lipoprotein cholesterol (RR 1.01; 95% CI: 1.00 to 1.03). CONCLUSION Over an 8-year period, approximately one in five participants with diabetes developed DR, while almost a quarter of those with DR at baseline showed improvement, possibly reflecting the positive impact of clinical and public health efforts in improving diabetes care in the United States over the last two decades.
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Affiliation(s)
- Ning Cheung
- Singapore Eye Research Insitute and Singapore National Eye Centre, Singapore
- Duke National University of Singapore Medical School, Singapore
| | - Miao Li Chee
- Singapore Eye Research Insitute and Singapore National Eye Centre, Singapore
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Barbara E K Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
- Departments of Medicine and Epidemiology, Vagelos College of Physicians & Surgeons and Mailman School of Public Health, Columbia University, New York City, New York, USA
| | - Steven Shea
- Division of Epidemiology and Clinical Applications, National Institutes of Health Intramural Research Program, National Eye Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Mary Frances Cotch
- Division of Epidemiology and Clinical Applications, National Institutes of Health Intramural Research Program, National Eye Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Ching-Yu Cheng
- Singapore Eye Research Insitute and Singapore National Eye Centre, Singapore
- Duke National University of Singapore Medical School, Singapore
| | - Tien Yin Wong
- Singapore Eye Research Insitute and Singapore National Eye Centre, Singapore
- Duke National University of Singapore Medical School, Singapore
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Lin Z, Wen L, Wang Y, Li D, Zhai G, Moonasar N, Wang F, Liang Y. Incidence, progression and regression of diabetic retinopathy in a northeastern Chinese population. Br J Ophthalmol 2022; 107:bjophthalmol-2022-321384. [PMID: 35864776 DOI: 10.1136/bjo-2022-321384] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 06/27/2022] [Indexed: 11/04/2022]
Abstract
AIM To determine the incidence, progression and regression of diabetic retinopathy (DR), with corresponding risk factors, in a northeastern Chinese population of patients with type 2 diabetes. METHODS Among 2006 patients who completed baseline examinations in 2012-2013 and underwent re-examination after a mean interval of 21.2 months, 1392 patients with gradable fundus photographs for both baseline and follow-up examinations were included. Incidence was defined as new development of any DR among patients without DR at baseline. An increase of ≥2 scales (concatenating Early Treatment Diabetic Retinopathy Study levels of both eyes) in eyes with DR at baseline was defined as progression, while a reduction of ≥2 scales was defined as regression. RESULTS The age- and sex-standardised incidence, progression and regression were 5.8% (95% CI 4.7% to 6.9%), 26.8% (95% CI 24.8% to 28.8%) and 10.0% (95% CI 8.6% to 11.3%), respectively. In addition to poor blood glucose control, wider central retinal venular equivalent was associated with both incidence (relative risk (RR) 2.17, 95% CI 1.09 to 4.32, for ≥250 µm vs <210 µm) and progression (RR 2.00, 95% CI 1.02 to 3.96, for ≥250 µm vs <210 µm). Patients without insulin therapy (RR 0.64, 95% CI 0.43 to 0.97) and patients with wider central retinal arteriolar equivalent (RR 1.14, 95% CI 1.02 to 1.26, per 10 µm increase) were likely to exhibit DR regression. CONCLUSION We determined the incidence, progression and regression of DR among northeastern Chinese patients with type 2 diabetes. Retinal vessel diameters, in addition to blood glucose level, influence the natural evolution of DR.
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Affiliation(s)
- Zhong Lin
- The Eye Hospital, School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, Zhejiang, China
- National Clinical Research Center for Ocular Diseases, Wenzhou, Zhejiang, China
| | - Liang Wen
- Department of Ophthalmology, Fushun Eye Hospital, Fushun, Liaoning, China
| | - Yu Wang
- Department of Ophthalmology, Fushun Eye Hospital, Fushun, Liaoning, China
| | - Dong Li
- Department of Ophthalmology, Fushun Eye Hospital, Fushun, Liaoning, China
| | - Gang Zhai
- Department of Ophthalmology, Fushun Eye Hospital, Fushun, Liaoning, China
| | | | - Fenghua Wang
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Yuanbo Liang
- The Eye Hospital, School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, Zhejiang, China
- National Clinical Research Center for Ocular Diseases, Wenzhou, Zhejiang, China
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Greenlee TE, Malhotra NA, Iyer AI, Conti TF, Chen AX, Singh RP. Association of Socioeconomic Health Care Disparities With Use of Anti-Vascular Endothelial Growth Factor and Visual Acuity Outcomes in Patients With Diabetic Macular Edema. Ophthalmic Surg Lasers Imaging Retina 2022; 53:380-391. [PMID: 35858229 DOI: 10.3928/23258160-20220615-01] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND AND OBJECTIVE This study characterizes the impact of race, ethnicity, insurance status, and geographic location on anti-vascular endothelial growth factor (VEGF) use for the treatment of diabetic macular edema (DME). PATIENTS AND METHODS This study is a retrospective cohort study. The American Academy of Ophthalmology Intelligent Research in Sight Registry was queried for patients diagnosed with DME who received at least one anti-VEGF injection between 2012 and 2020 (n = 203,707). Multivariate regression analyses investigated associations between race, ethnicity, insurance status, and geographic location and anti-VEGF use and visual outcomes. RESULTS White race, non-Hispanic/Latino ethnicity, and private insurance were associated with higher use of anti-VEGF injections during a 60-month period (incidence rate ratio, 1.2, 1.25, and 1.17, respectively; P < .01). Furthermore, being of non-Hispanic/Latino ethnicity and having private health insurance were associated with higher longitudinal visual acuity (odds ratio, 1.44 [P = .02] and odds ratio, 1.43 [P < .01], respectively). CONCLUSION Ethnicity and insurance status are associated with anti-VEGF use and visual acuity outcomes in DME. [Ophthalmic Surg Lasers Imaging Retina 2022; 53:380-391.].
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Kerkhoff AD, Rojas S, Black D, Ribeiro S, Rojas S, Valencia R, Lemus J, Payan J, Schrom J, Jones D, Manganelli S, Bandi S, Chamie G, Tulier-Laiwa V, Petersen M, Havlir D, Marquez C. Integrating Rapid Diabetes Screening Into a Latinx Focused Community-Based Low-Barrier COVID-19 Testing Program. JAMA Netw Open 2022; 5:e2214163. [PMID: 35616939 PMCID: PMC9136625 DOI: 10.1001/jamanetworkopen.2022.14163] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Community-based COVID-19 testing and vaccination programs play a crucial role in mitigating racial and ethnic disparities in COVID-19 service delivery. They also represent a platform that can be leveraged to expand access to testing for chronic diseases, including diabetes, that disproportionately affect the Latinx community and other marginalized communities. OBJECTIVE To evaluate outcomes associated with a diabetes testing strategy designed to reach low-income Latinx persons by leveraging COVID-19 testing infrastructure and community trust developed during the COVID-19 pandemic. DESIGN, SETTING, AND PARTICIPANTS This health care improvement study was conducted from August 1 to October 5, 2021, at an outdoor, community-based COVID-19 testing site at a transport hub in the Mission Neighborhood in San Francisco, California. Because the program was designed to expand access to diabetes screening to the local community, all individuals presenting for on-site testing were eligible. Data were analyzed in November 2021. INTERVENTIONS Integration of rapid, point-of-care hemoglobin A1c screening as a testing option in an existing low-barrier COVID-19 testing program. MAIN OUTCOMES AND MEASURES Evaluation was guided by the Reach, Effectiveness, Adoption, Implementation and Maintenance (RE-AIM) framework and utilized programmatic data and structured surveys among clients and staff. RESULTS Of 6631 individuals tested (median [IQR] age 39.3 [29.7-51.3] years; 3417 [52.3%] female, 4348 [65.6%] Latinx), 923 (13.9%) underwent hemoglobin A1c testing with or without COVID-19 testing and 5708 (86.1%) underwent COVID-19 testing only. Individuals tested for diabetes were more likely to be Latinx (763 of 923 individuals [82.7%] who underwent testing were Latinx vs 3585 of 5708 [62.8%] not undergoing testing), have an annual household income of less than $50 000 (450 individuals [81.2%] vs 2409 individuals [66.0%]), and not have health insurance (381 individuals [47.2%] vs 1858 individuals [39.9%]), and 206 (48.0%) had never tested for diabetes before. Overall, 313 (33.9%) and 113 (12.2%) individuals had prediabetes and diabetes, respectively; only 141 of 354 of these individuals (39.8%) had a primary care clinician whom they had seen in the prior 12 months, which was lower among Latinx individuals (113 of 307 individuals [36.8%] vs 28 of 47 [59.6%]). Acceptability of the rapid testing program was high-98% were satisfied with their visit and 96% said they would return for future services; key factors underpinning acceptability included friendly staff, efficiency, and a convenient location. CONCLUSIONS AND RELEVANCE In this health care improvement study conducted within an existing community-based COVID-19 testing program, integrating rapid testing for diabetes was feasible, reached low-income Latinx individuals, and identified many persons with prediabetes and diabetes, most of whom lacked access to services in formal health care settings. Leveraging pandemic-related public health responses represents an important opportunity for engaging socioeconomically disadvantaged populations into care for diabetes.
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Affiliation(s)
- Andrew D. Kerkhoff
- Division of HIV, Infectious Diseases and Global Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco
| | - Susana Rojas
- San Francisco Latino Task Force–Response to COVID-19, San Francisco, California
| | - Douglas Black
- Division of HIV, Infectious Diseases and Global Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco
| | | | - Susy Rojas
- Unidos en Salud, San Francisco, California
| | | | | | | | - John Schrom
- Division of HIV, Infectious Diseases and Global Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco
| | | | | | | | - Gabriel Chamie
- Division of HIV, Infectious Diseases and Global Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco
| | | | - Maya Petersen
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley
| | - Diane Havlir
- Division of HIV, Infectious Diseases and Global Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco
| | - Carina Marquez
- Division of HIV, Infectious Diseases and Global Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco
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Lundeen EA, Andes LJ, Rein DB, Wittenborn JS, Erdem E, Gu Q, Saaddine J, Imperatore G, Chew EY. Trends in Prevalence and Treatment of Diabetic Macular Edema and Vision-Threatening Diabetic Retinopathy Among Medicare Part B Fee-for-Service Beneficiaries. JAMA Ophthalmol 2022; 140:345-353. [PMID: 35238912 PMCID: PMC8895319 DOI: 10.1001/jamaophthalmol.2022.0052] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 12/30/2021] [Indexed: 12/20/2022]
Abstract
IMPORTANCE While diabetes prevalence among US adults has increased in recent decades, few studies document trends in diabetes-related eye disease. OBJECTIVE To examine 10-year trends (2009-2018) in annual prevalence of Medicare beneficiaries with diabetes with a diagnosis of diabetic macular edema (DME) or vision-threatening diabetic retinopathy (VTDR) and trends in treatment. DESIGN, SETTING, AND PARTICIPANTS In this cross-sectional study using Centers for Medicare & Medicaid Services research identifiable files, data for patients 65 years and older were analyzed from claims. Beneficiaries were continuously enrolled in Medicare Part B fee-for-service (FFS) insurance for the calendar year and had a diagnosis of diabetes on 1 or more inpatient claims or 2 or more outpatient claims during the calendar year or a 1-year look-back period. MAIN OUTCOMES AND MEASURES Using diagnosis and procedure codes, annual prevalence was determined for beneficiaries with 1 or more claims for (1) any DME, (2) either DME or VTDR, and (3) anti-vascular endothelial growth factor (VEGF) injections, laser photocoagulation, or vitrectomy, stratified by any DME, VTDR with DME, and VTDR without DME. Racial and ethnic disparities in diagnosis and treatment are presented for 2018. RESULTS In 2018, 6 960 823 beneficiaries (27.4%) had diabetes; half were aged 65 to 74 years (49.7%), half (52.7%) were women, and 75.7% were non-Hispanic White. From 2009 to 2018, there was an increase in the annual prevalence of beneficiaries with diabetes who had 1 or more claims for any DME (1.0% to 3.3%) and DME/VTDR (2.8% to 4.3%). Annual prevalence of anti-VEGF increased, particularly among patients with any DME (15.7% to 35.2%) or VTDR with DME (20.2% to 47.6%). Annual prevalence of laser photocoagulation decreased among those with any DME (45.5% to 12.5%), VTDR with DME (54.0% to 20.3%), and VTDR without DME (22.5% to 5.8%). Among all 3 groups, prevalence of vitrectomy in 2018 was less than half that in 2009. Prevalence of any DME and DME/VTDR was highest among Hispanic beneficiaries (5.0% and 7.0%, respectively) and Black beneficiaries (4.5% and 6.2%, respectively) and lowest among non-Hispanic White beneficiaries (3.0% and 3.8%, respectively). Among those with DME/VTDR, anti-VEGF was most prevalent among non-Hispanic White beneficiaries (30.3%). CONCLUSIONS AND RELEVANCE From 2009 to 2018, prevalence of DME or VTDR increased among Medicare Part B FFS beneficiaries alongside an increase in anti-VEGF treatment and a decline in laser photocoagulation and vitrectomy.
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Affiliation(s)
- Elizabeth A. Lundeen
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Linda J. Andes
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - David B. Rein
- NORC at the University of Chicago, Chicago, Illinois
| | | | - Erkan Erdem
- Economic & Valuation Services, KPMG LLP, McLean, Virginia
| | - Qian Gu
- Economic & Valuation Services, KPMG LLP, McLean, Virginia
| | - Jinan Saaddine
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Giuseppina Imperatore
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Emily Y. Chew
- Division of Epidemiology and Clinical Applications, National Eye Institute, National Institutes of Health, Bethesda, Maryland
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Twelve-Month Clinical Outcomes After Implantation of a Novel, Modular, Anterior Shape-Changing Fluid Optic Intraocular Lens. J Cataract Refract Surg 2022; 48:1134-1140. [PMID: 35297798 DOI: 10.1097/j.jcrs.0000000000000935] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 03/10/2022] [Indexed: 11/26/2022]
Abstract
PURPOSE To report the initial safety and effectiveness profile for an anterior shape-changing, modular IOL, Juvene (JIOL), for the treatment of aphakia and presbyopia after removal of the natural crystalline lens due to cataract. SETTING Two private practices in Monterrey and Tijuana, Mexico. DESIGN Exploratory, prospective, multi-center, open-label, non-comparative clinical trial. METHODS A convenience sample of subjects aged 50-80 years with planned cataract surgery were recruited to undergo unilateral or bilateral implantation with the JIOL. Subjects were required to complete an informed consent and be able to dilate to at least 6.0 mm pharmacologically, be in good overall health, and have no significant eye health history to qualify. Visual acuities, defocus curves, and contrast sensitivity were measured for all subjects 12 months postoperatively. RESULTS Fifty-one of 58 eyes completed the 12-month visit. Intraoperative complication rates were extremely low (N=1; missed base lens tab). The most frequent adverse events (AE) were prolonged inflammation (N=6) and cystoid macular edema (N=4); all AEs were resolved without sequelae by the 12-month visit. Mean monocular logMAR corrected distance visual acuity (CDVA), distance-corrected intermediate (DCIVA) and near (DCNVA) were 0.01, 0.08, and 0.24, respectively. Defocus testing showed VA > 20/40 from approximately +1.00 D through -2.00 D. Binocular implantation (n=16) provided superior performance over monocular implantation. CONCLUSIONS The Juvene IOL offers a novel solution to treat presbyopia, providing clear functional vision performance across a range of distances with an acceptable initial safety profile.
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Scanlon PH, Nevill CR, Stratton IM, Maruti SS, Massó‐González EL, Sivaprasad S, Bailey C, Ehrlich M, Chong V. Prevalence and incidence of diabetic retinopathy (DR) in the UK population of Gloucestershire. Acta Ophthalmol 2022; 100:e560-e570. [PMID: 34180581 PMCID: PMC9290830 DOI: 10.1111/aos.14927] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 04/03/2021] [Accepted: 05/20/2021] [Indexed: 12/24/2022]
Abstract
Purpose To estimate prevalence and incidence of diabetic retinopathy (DR) in a UK region by severity between 2012 and 2016 and risk factors for progression to proliferative DR (PDR). Methods Electronic medical records from people with diabetes (PWD) ≥18 years seen at the Gloucestershire Diabetic Eye Screening Programme (GDESP) and the hospital eye clinic were analysed (HEC). Prevalence and incidence of DR per 100 PWD (%) by calendar year, grade and diabetes type were estimated using log‐linear regression. Progression to PDR and associated risk factors were estimated using parametric survival analyses. Results Across the study period, 35 873 PWD had at least one DR assessment. They were aged 66 (56–75) years (median (interquartile range)), 57% male, 5 (1–10) years since diabetes diagnosis, 93% Type 2 diabetes. Prevalence of DR decreased from 38.9% (95% CI: 38.1%, 39.8%) in 2012 to 36.6% (95% CI: 35.9%, 37.3%) in 2016 (p < 0.001). Incidence of any DR decreased from 10.9% (95% CI: 10.4%, 11.5%) in 2013 to 8.5% (95% CI: 8.1%, 9.0%) in 2016 (p < 0.001). Prevalence of PDR decreased from 3.5% (95% CI: 3.3%, 3.8%) in 2012 to 3.1% (95% CI 2.9%, 3.3%) in 2016 (p = 0.008). Incidence of PDR did not change over time. HbA1c and bilateral moderate–severe NPDR were statistically significant risk factors associated with progression to PDR. Conclusions Incidence and prevalence of DR decreased between 2012 and 2016 in this well‐characterized population of the UK.
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Affiliation(s)
- Peter H. Scanlon
- Gloucestershire Retinal Research Group Cheltenham General Hospital Cheltenham UK
- Nuffield Department of Clinical Neuroscience University of Oxford Oxford England
- University of Gloucestershire Cheltenham England
| | - Clareece R. Nevill
- Gloucestershire Retinal Research Group Cheltenham General Hospital Cheltenham UK
| | - Irene M. Stratton
- Gloucestershire Retinal Research Group Cheltenham General Hospital Cheltenham UK
| | - Sonia S. Maruti
- Boehringer Ingelheim Pharmaceuticals, Inc. Ridgefield CT USA
| | | | | | | | - Michael Ehrlich
- Boehringer Ingelheim Pharmaceuticals, Inc. Ridgefield CT USA
| | - Victor Chong
- Boehringer Ingelheim International GmBH Ingelheim Germany
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Gange WS, Lopez J, Xu BY, Lung K, Seabury SA, Toy BC. Incidence of Proliferative Diabetic Retinopathy and Other Neovascular Sequelae at 5 Years Following Diagnosis of Type 2 Diabetes. Diabetes Care 2021; 44:2518-2526. [PMID: 34475031 PMCID: PMC8546279 DOI: 10.2337/dc21-0228] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 08/05/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine the incidence and risk factors for developing proliferative diabetic retinopathy (PDR), tractional retinal detachment (TRD), and neovascular glaucoma (NVG) at 5 years after the initial diagnosis of type 2 diabetes. RESEARCH DESIGN AND METHODS Insured patients aged ≥18 years with newly diagnosed type 2 diabetes and 5 years of continuous enrollment were identified from a nationwide commercial claims database containing data from 2007 to 2015. The incidences of PDR, TRD, and NVG were computed at 5 years following the index diagnosis of type 2 diabetes. Associations between these outcomes and demographic, socioeconomic, and medical factors were tested with multivariable logistic regression. RESULTS At 5 years following the initial diagnosis of type 2 diabetes, 1.74% (1,249 of 71,817) of patients had developed PDR, 0.25% of patients had developed TRD, and 0.14% of patients had developed NVG. Insulin use (odds ratio [OR] 3.59, 95% CI 3.16-4.08), maximum HbA1c >9% or >75 mmol/mol (OR 2.10, 95% CI 1.54-2.69), renal disease (OR 2.68, 95% CI 2.09-3.42), peripheral circulatory disorders (OR 1.88, 95% CI 1.25-2.83), neurological disease (OR 1.62, 95% CI 1.24-2.11), and older age (age 65-74 years) at diagnosis (OR 1.62, 95% CI 1.28-2.03) were identified as risk factors for development of PDR at 5 years. Young age (age 18-23 years) at diagnosis (OR 0.46, 95% CI 0.29-0.74), Medicare insurance (OR 0.60, 95% CI 0.70-0.76), morbid obesity (OR 0.72, 95% CI 0.59-0.87), and smoking (OR 0.84, 95% CI 0.70-1.00) were identified as protective factors. CONCLUSIONS A subset of patients with type 2 diabetes develop PDR and other neovascular sequelae within the first 5 years following the diagnosis with type 2 diabetes. These patients may benefit from increased efforts for screening and early intervention.
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Affiliation(s)
- William S Gange
- Roski Eye Institute, Department of Ophthalmology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Jennifer Lopez
- Roski Eye Institute, Department of Ophthalmology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Benjamin Y Xu
- Roski Eye Institute, Department of Ophthalmology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Khristina Lung
- Keck-Shaeffer Initiative for Population Health Policy, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Seth A Seabury
- Roski Eye Institute, Department of Ophthalmology, Keck School of Medicine, University of Southern California, Los Angeles, CA
- Keck-Shaeffer Initiative for Population Health Policy, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Brian C Toy
- Roski Eye Institute, Department of Ophthalmology, Keck School of Medicine, University of Southern California, Los Angeles, CA
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Sindal MD, Sathe T, Sengupta S, Yadav D. Proportion of diabetic retinopathy among diabetics presenting for the first time to a tertiary eye institute in South India. Int Ophthalmol 2021; 41:2789-2796. [PMID: 33813650 DOI: 10.1007/s10792-021-01835-9] [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: 11/11/2020] [Accepted: 03/29/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE To detect the proportion of diabetic retinopathy (DR) among diabetics visiting a tertiary eye care institute and correlate presenting symptoms to clinical diagnosis. METHODS The study recruited 1000 eyes of 1000 diabetics visiting a tertiary eye care institute in South India for the first time. Along with basic demographic data and systemic history, details of presenting complaints and clinical diagnosis were noted. RESULTS Data from 956 cases were analyzed. There were 29 (3%) newly diagnosed diabetics and 927 (97%) known diabetics. The commonest reason for the hospital visit was diminution of vision (66%) followed by "visiting for a routine checkup" (22.3%). Diabetic retinopathy was seen in 492 (51.5%), cataract in 161(17%) and refractive error in 240 patients (79.2%). Vision-threatening DR was present in 216 cases (22.59%) and clinically significant macular edema in 73 cases (7.63%) at first presentation itself. CONCLUSION The cohort from a tertiary eye care institute has higher proportion of diabetic retinopathy, with vision-threatening DR at presentation. These data emphasize the need for more robust screening for DR, along with population awareness programs.
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Affiliation(s)
- Manavi D Sindal
- Aravind Eye Hospital and Postgraduate Institute of Ophthalmology, Thavalakuppam, Cuddalore Main Road, Pondicherry, 605007, India.
| | - Tejashree Sathe
- Aravind Eye Hospital and Postgraduate Institute of Ophthalmology, Thavalakuppam, Cuddalore Main Road, Pondicherry, 605007, India
| | | | - Divya Yadav
- Aravind Eye Hospital and Postgraduate Institute of Ophthalmology, Thavalakuppam, Cuddalore Main Road, Pondicherry, 605007, India
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Nevill CR, Stratton IM, Maruti SS, Massó-González EL, Sivaprasad S, Bailey C, Ehrlich M, Chong V, Scanlon PH. Epidemiology of moderately severe and severe non-proliferative diabetic retinopathy in South West England. Eye (Lond) 2021; 36:433-440. [PMID: 33692539 PMCID: PMC8807748 DOI: 10.1038/s41433-021-01471-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 01/20/2021] [Accepted: 02/15/2021] [Indexed: 01/02/2023] Open
Abstract
Aims To estimate the incidence of early treatment diabetic retinopathy study (ETDRS) level 47 and 53 and progression to treatment with panretinal photocoagulation (PRP) for proliferative DR (PDR). Methods Log-linear regression was used to estimate the incidence of level 47–53 or worse for 33,009 people with diabetes (PWD) in Gloucestershire during 2013–2016 by calendar year and diabetes type, based on the first recording. Progression was analysed in Gloucestershire and Bristol with a parametric survival analysis examining the association of baseline and time-varying demographic and clinical factors on time to PRP after the first recording of level 47–53. Results Incidence decreased from 0.57 (95% confidence intervals (CI) 0.48–0.67) per 100 PWD in 2013 to 0.35 (95% CI 0.29–0.43) in 2016 (p < 0.001). For progression, 338 eligible PWD from Gloucestershire and 418 from Bristol were followed for a median of 1.4 years; 78 and 83% had Type 2 diabetes and a median (interquartile range) of 15 (10–22) and 17 (11–25) years duration of diagnosed diabetes respectively. Three years from the incident ETDRS 47–53, 18.9% and 17.2% had received PRP respectively. For Gloucestershire, severe IRMA and updated mean HbA1c were associated with an increase in the risk of initiating PRP (hazard ratio 3.14 (95% CI: 1.60–6.15) and 1.21 (95% CI: 1.06–1.38 per 10 mmol/mol) respectively). Conclusion This study provides additional understanding of this population and shows that a high proportion of patients with ETDRS levels 47–53 need to be monitored as they are at high risk of progressing to PDR.
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Affiliation(s)
- Clareece R Nevill
- Gloucestershire Retinal Research Group, Cheltenham General Hospital, Cheltenham, UK
| | - Irene M Stratton
- Gloucestershire Retinal Research Group, Cheltenham General Hospital, Cheltenham, UK
| | - Sonia S Maruti
- Boehringer Ingelheim Pharmaceuticals Incorporated, Fremont, CA, USA
| | | | | | | | - Michael Ehrlich
- Boehringer Ingelheim Pharmaceuticals Incorporated, Fremont, CA, USA
| | - Victor Chong
- Boehringer Ingelheim International GmBH, Ingelheim am Rhein, Germany
| | - Peter H Scanlon
- Gloucestershire Retinal Research Group, Cheltenham General Hospital, Cheltenham, UK. .,Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, UK. .,University of Gloucestershire, Cheltenham, UK.
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Begum T, Rahman A, Nomani D, Mamun A, Adams A, Islam S, Khair Z, Khair Z, Anwar I. Diagnostic Accuracy of Detecting Diabetic Retinopathy by Using Digital Fundus Photographs in the Peripheral Health Facilities of Bangladesh: Validation Study. JMIR Public Health Surveill 2021; 7:e23538. [PMID: 33411671 PMCID: PMC7988391 DOI: 10.2196/23538] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 11/01/2020] [Accepted: 12/16/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Diabetic retinopathy can cause blindness even in the absence of symptoms. Although routine eye screening remains the mainstay of diabetic retinopathy treatment and it can prevent 95% of blindness, this screening is not available in many low- and middle-income countries even though these countries contribute to 75% of the global diabetic retinopathy burden. OBJECTIVE The aim of this study was to assess the diagnostic accuracy of diabetic retinopathy screening done by non-ophthalmologists using 2 different digital fundus cameras and to assess the risk factors for the occurrence of diabetic retinopathy. METHODS This validation study was conducted in 6 peripheral health facilities in Bangladesh from July 2017 to June 2018. A double-blinded diagnostic approach was used to test the accuracy of the diabetic retinopathy screening done by non-ophthalmologists against the gold standard diagnosis by ophthalmology-trained eye consultants. Retinal images were taken by using either a desk-based camera or a hand-held camera following pupil dilatation. Test accuracy was assessed using measures of sensitivity, specificity, and positive and negative predictive values. Overall agreement with the gold standard test was reported using the Cohen kappa statistic (κ) and area under the receiver operating curve (AUROC). Risk factors for diabetic retinopathy occurrence were assessed using binary logistic regression. RESULTS In 1455 patients with diabetes, the overall sensitivity to detect any form of diabetic retinopathy by non-ophthalmologists was 86.6% (483/558, 95% CI 83.5%-89.3%) and the specificity was 78.6% (705/897, 95% CI 75.8%-81.2%). The accuracy of the correct classification was excellent with a desk-based camera (AUROC 0.901, 95% CI 0.88-0.92) and fair with a hand-held camera (AUROC 0.710, 95% CI 0.67-0.74). Out of the 3 non-ophthalmologist categories, registered nurses and paramedics had strong agreement with kappa values of 0.70 and 0.85 in the diabetic retinopathy assessment, respectively, whereas the nonclinical trained staff had weak agreement (κ=0.35). The odds of having retinopathy increased with the duration of diabetes measured in 5-year intervals (P<.001); the odds of having retinopathy in patients with diabetes for 5-10 years (odds ratio [OR] 1.81, 95% CI 1.37-2.41) and more than 10 years (OR 3.88, 95% CI 2.91-5.15) were greater than that in patients with diabetes for less than 5 years. Obesity was found to have a negative association (P=.04) with diabetic retinopathy. CONCLUSIONS Digital fundus photography is an effective screening tool with acceptable diagnostic accuracy. Our findings suggest that diabetic retinopathy screening can be accurately performed by health care personnel other than eye consultants. People with more than 5 years of diabetes should receive priority in any community-level retinopathy screening program. In a country like Bangladesh where no diabetic retinopathy screening services exist, the use of hand-held cameras can be considered as a cost-effective option for potential system-wide implementation.
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Affiliation(s)
- Tahmina Begum
- Institute for Social Science Research, The University of Queensland, Brisbane, Australia
| | | | | | - Abdullah Mamun
- Institute for Social Science Research, The University of Queensland, Brisbane, Australia
| | | | | | - Zara Khair
- The Fred Hollow Foundation, Dhaka, Bangladesh
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Sabanayagam C, Sultana R, Banu R, Rim T, Tham YC, Mohan S, Chee ML, Wang YX, Nangia V, Fujiwara K, Tai ES, Song SJ, Bikbov MM, Raman R, Cheng CY, Wong TY, Jonas JB. Association between body mass index and diabetic retinopathy in Asians: the Asian Eye Epidemiology Consortium (AEEC) study. Br J Ophthalmol 2021; 106:980-986. [PMID: 33622697 DOI: 10.1136/bjophthalmol-2020-318208] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 01/07/2021] [Accepted: 01/30/2021] [Indexed: 11/03/2022]
Abstract
BACKGROUND/AIMS Obesity is a well-known risk factor for diabetes, but its association with diabetic retinopathy (DR) is inconclusive, in particular in Asians. We aimed to assess whether body mass index (BMI) is associated with the presence and severity of DR in Asian populations with diabetes. METHODS Pooled analysis of individual-level cross-sectional data from 10 010 adults with diabetes who participated in 12 population-based studies conducted in China, India, Japan, Russia (Asian), Singapore and South Korea that were part of the Asian Eye Epidemiology Consortium (AEEC). BMI was calculated as weight in kilograms divided by height in square metres and categorised into normal (<25 kg/m2, reference), overweight (25-29.9 kg/m2) and obese (≥30 kg/m2). Any-DR (n=1669) and vision-threatening DR (VTDR, n=489) were assessed from digital retinal photographs and graded according to standard protocols. Each study was analysed separately using multivariable logistic regression models adjusted for age, sex, haemoglobin A1c%, systolic blood pressure and diabetes duration, and the estimated odds ratios (ORs) and 95% confidence interval (CIs) from all studies were then combined using random-effects models. RESULTS In multivariable models, obesity showed a significant inverse association with any-DR (pooled OR (95% CI) =0.74 (0.59 to 0.91)) and VTDR (0.75 (0.60 to 0.93)). Similarly, in continuous analysis, BMI showed a significant inverse association with both any-DR (0.93 (0.87 to 0.99)) and VTDR (0.79 (0.68 to 0.92) per SD increase). Overweight did not show a significant association with any-DR. CONCLUSIONS Among Asian adults with diabetes, both BMI and obesity showed an inverse association with DR. These findings warrant confirmation in further longitudinal studies.
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Affiliation(s)
- Charumathi Sabanayagam
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore .,Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Rehena Sultana
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore
| | - Riswana Banu
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Tyler Rim
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.,Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore.,Department of Ophthalmology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yih Chung Tham
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.,Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Sunita Mohan
- Aditya Jyot Foundation for Twinkling Little Eyes, Mumbai, Maharashtra, India
| | - Miao Li Chee
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Ya Xing Wang
- Beijing Institute of Ophthalmology, Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | | | - Kohta Fujiwara
- Department of Epidemiology and Public Health, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.,Department of Ophthalmology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - E Shyong Tai
- Department of Medicine, Yong Loo Lin School of Medicine, National University Singapore, Singapore
| | - Su Jeong Song
- Department of Ophthalmology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | | | - Rajiv Raman
- Shri Bhagwan Mahavir Vitreoretinal Services, Sankara Nethralaya, Chennai, India
| | - Ching Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.,Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.,Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Jost B Jonas
- Beijing Institute of Ophthalmology, Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Department of Ophthalmology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Feng RF, Liu HY, Liu YL, Xu Q, Qiao L, Gong CJ, Zhang YP, Li J, Guan LN, Fan W, Li ML, Li WJ, Li SY. Diabetes onset at an earlier age and high HbA1c levels as risk factors of diabetic retinopathy. Int J Ophthalmol 2021; 14:269-276. [PMID: 33614457 DOI: 10.18240/ijo.2021.02.14] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 08/13/2020] [Indexed: 12/24/2022] Open
Abstract
AIM To assess the effect of age at diabetes onset and uncontrollable high HbA1c levels on the development of diabetic retinopathy (DR) among Chinese type 2 diabetes mellitus (DM) patients. METHODS This was a cross-sectional survey of diabetic patients in Subei district, China. Data covering physical measurements, fasting blood-glucose (FBG), glycosylated hemoglobin (HbA1c), blood lipid, urinary albumin/creatinine ratio (UACR), ocular fundus examination, and diabetes treatment records were collected. An independent sample t-test were used to analyze differences. A Logistic regression analysis was applied to study the independent risk factors of DR. RESULTS A total of 1282 patients with type 2 DM were enrolled, and 191 cases had DR (14.9%). The age at diabetes onset, education level, alcohol consumption, HbA1c level, UACR level, and hypoglycemic drugs were independent influencing factors for DR. The older the onset of diabetes, the less likely to develop DR (OR: 0.958, 95%CI: 0.942-0.975, P=0.000). Patients were then divided in terms of age at diabetes onset as follows: <50y, 50-59y, 60-69y, and ≥70y. Compared with diabetes onset age <50y, 50-59y (OR: 0.463, 95%CI: 0.306-0.699, P=0.000), 60-69y (OR: 0.329, 95%CI: 0.203-0.535, P=0.000) and ≥70y (OR: 0.232, 95%CI: 0.094-0.577, P=0.002) were at a lower risk of DR. The prevalence of DR was highest in patients with diabetes onset age <50y (29.5%, P<0.05). The HbA1c level (8.67±1.97)% and proportion of insulin injection (52.5%) in patients with diabetes onset <40y were higher than in patients with older diabetes onset age (P<0.05). CONCLUSION Diabetes onset at an earlier age and uncontrollable high HbA1c level could be independent risk factors for DR.
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Affiliation(s)
- Rui-Fang Feng
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Hai-Yang Liu
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Ya-Lu Liu
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Qing Xu
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Lei Qiao
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Chao-Ju Gong
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Yi-Peng Zhang
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Jie Li
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Li-Na Guan
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Wei Fan
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Mei-Li Li
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Wen-Jin Li
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
| | - Su-Yan Li
- Department of Ophthalmology, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou First People's Hospital, Xuzhou Eye Disease Prevention and Treatment Institute, Xuzhou 221116, Jiangsu Province, China
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Moshfeghi A, Garmo V, Sheinson D, Ghanekar A, Abbass I. Five-Year Patterns of Diabetic Retinopathy Progression in US Clinical Practice. Clin Ophthalmol 2020; 14:3651-3659. [PMID: 33154625 PMCID: PMC7605957 DOI: 10.2147/opth.s275968] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 10/01/2020] [Indexed: 11/23/2022] Open
Abstract
Purpose To characterize the natural course of diabetic retinopathy (DR) in contemporary clinical practice. Patients and Methods This was a retrospective analysis of US claims data collected between January 1, 2006, and April 30, 2017. Patients aged ≥18 years with continuous medical and prescription insurance coverage for 18 months before DR diagnosis (index date) and for a follow-up period of 5 years were included (N=14,490). The time and risk of progressing to severe nonproliferative DR (NPDR) or proliferative DR (PDR) and of developing diabetic macular edema (DME) were evaluated over 5 years in patients stratified by DR severity at initial diagnosis. Results The estimated probability of progressing to severe NPDR or PDR within 5 years of diagnosis was 17.6% for patients with moderate NPDR versus 5.8% for mild NPDR. The probability of developing DME within 5 years was 62.6%, 44.6%, and 28.4% for patients diagnosed with severe NPDR, moderate NPDR, and PDR, respectively, versus 15.6% for mild NPDR. Among those observed to progress, median time to severe NPDR or PDR was approximately 2.0 years in patients with moderate NPDR, whereas median time to DME was approximately 0.5 years in patients with severe NPDR, 1.3 years in moderate NPDR, and 1.6 years in PDR. Relative to mild NPDR, adjusted hazard ratios (95% confidence interval) for progression to severe NPDR or PDR within 5 years were 3.12 (2.61–3.72) in patients with moderate NPDR, and for incident DME were 5.92 (5.13–6.82), 3.54 (3.22–3.91), and 1.96 (1.80–2.14) in patients with severe NPDR, moderate NPDR, and PDR, respectively. Conclusion The risk of DR progression and DME over 5 years was highest among patients diagnosed with moderate and severe NPDR, respectively. Our findings reinforce the importance of close monitoring for these patients to avoid unobserved disease progression toward PDR and/or DME.
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Affiliation(s)
- Andrew Moshfeghi
- USC Roski Eye Institute, Department of Ophthalmology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Adán A, Cabrera F, Figueroa MS, Cervera E, Ascaso FJ, Udaondo P, Abraldes M, Reyes MÁ, Pazos M, Pessoa B, Armadá F. Clinical-Decision Criteria to Identify Recurrent Diabetic Macular Edema Patients Suitable for Fluocinolone Acetonide Implant Therapy (ILUVIEN ®) and Follow-Up Considerations/Recommendations. Clin Ophthalmol 2020; 14:2091-2107. [PMID: 32801618 PMCID: PMC7398681 DOI: 10.2147/opth.s252359] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 06/21/2020] [Indexed: 12/26/2022] Open
Abstract
Current management of diabetic macular edema (DME) predominantly involves treatment with short-acting intravitreal injections of anti-vascular endothelial growth factors (anti-VEGFs) and/or corticosteroids; however, short-acting therapies (lasting between 1 and 6 months) require frequent injections to maintain efficacy, meaning a considerable treatment burden for diabetic patients with multiple comorbidities. Continuous injections needed in some cases are an economic burden for patients/healthcare system, so real-life clinical practice tends to adopt a reactive approach, ie, watch and wait for worsening symptoms, which consequently increases the risk of undertreatment and edema recurrence. On March 7th 2019, a group of experts in retinal medicine and surgery held a roundtable meeting in Madrid, Spain to discuss how to (1) optimize clinical outcomes through earlier use of fluocinolone acetonide (FAc) implant (ILUVIEN®) in patients with persistent or recurrent DME despite therapy; and, (2) to provide guidance to assist physicians in deciding which patients should be treated with ILUVIEN. In this regard, a 36-month follow-up consensus protocol is presented. In conclusion, patients that achieve a complete or partial anatomical, and preferably functional, response following one or two intravitreal dexamethasone implants, but with recurrence of edema after 3-4 months, are deemed by the authors most likely to benefit from ILUVIEN, and the switch to FAc implant should not be delayed more than 12 months after the initiation of at least the first dexamethasone implant.
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Affiliation(s)
| | - Francisco Cabrera
- Complejo Hospitalario Universitario Insular Materno-Lnfantil de Gran Canaria, Las Palmas de Gran Canaria, Spain
| | | | | | - Francisco J Ascaso
- Hospital Clínico Universitario Lozano Blesa de Zaragoza, Aragon Health Research Institute (IIS Aragon), Zaragoza, Spain
| | - Patricia Udaondo
- Hospital Universitario y Politécnico la Fe de Valencia, Valencia, Spain
| | - Maximino Abraldes
- Complexo Hospitalario Universitario de Santiago de Compostela, Universidad de Santiago de Compostela, Instituto Oftalmológico Gómez-Ulla, Santiago de Compostela, Spain
| | - Miguel Ángel Reyes
- Hospital Universitario de Gran Canaria Doctor Negrín, Las Palmas de Gran Canaria, Spain
| | - Marta Pazos
- Hospital Clínic de Barcelona, Barcelona, Spain
| | - Bernardete Pessoa
- Centro Hospitalar e Universitário do Porto, Hospital Geral de Santo António, Porto, Portugal
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Varma R, Bressler NM, Doan QV, Suñer IJ, Danese M, Dolan CM, Lee A, Ehrlich JS, Rajput Y. Diabetic Population-Based Model to Estimate Impact of Ranibizumab on Diabetic Retinopathy Severity in Patients with Diabetic Macular Edema. Clin Ophthalmol 2020; 14:1249-1259. [PMID: 32440092 PMCID: PMC7213867 DOI: 10.2147/opth.s236636] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 03/04/2020] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Estimate effects of ranibizumab on diabetic retinopathy (DR) severity in US Hispanic and non-Hispanic white persons with center-involved diabetic macular edema (DME) causing vision impairment for whom ranibizumab treatment would be considered. PATIENTS AND METHODS This model simulated DR severity outcomes over 2 years in the better-seeing eye using US census, National Health and Nutrition Examination Survey, Wisconsin Epidemiologic Study of Diabetic Retinopathy, and Los Angeles Latino Eye Study data. Baseline DR severity estimated from Diabetic Retinopathy Clinical Research Network trial data. Changes in DR severity after 2 years, with/without monthly ranibizumab (0.3 or 0.5 mg), were estimated from Phase III clinical trial data (RIDE/RISE) using a 2-dimensional Monte Carlo simulation model. Number of patients over a 2-year period for whom 1) DR severity worsening was avoided, 2) DR severity improved, and 3) selected clinical events related to proliferative DR (PDR) occurred, was estimated. RESULTS An estimated 37,274 US Hispanic and non-Hispanic white persons were projected to have DR with center-involved DME and be eligible for ranibizumab treatment. The number of persons with moderately severe non-proliferative DR (NPDR) or less severe DR at baseline who would worsen to PDR and experience a PDR complication over 2 years would be reduced from 437 with no ranibizumab to 19 with ranibizumab (95% reduction; 95% simulation interval [SI], 79-100%). The number of persons with severe NPDR or less severe DR at baseline who would be expected to improve by ≥2 DR severity levels over 2 years would increase from 1706 with no ranibizumab to 13,042 with ranibizumab (682% increase; 95% SI, 478-967%). CONCLUSION This model estimates that ranibizumab treatment in US Hispanic and non-Hispanic white patients with center-involved DME causing vision impairment would potentially reduce the number of patients with worsening DR and potentially increase the number with DR improvements.
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Affiliation(s)
- Rohit Varma
- Southern California Eye Institute, CHA Hollywood Presbyterian Medical Center, Los Angeles, CA, USA
| | | | - Quan V Doan
- Outcomes Insights, Inc., Westlake Village, CA, USA
| | | | - Mark Danese
- Outcomes Insights, Inc., Westlake Village, CA, USA
| | | | - Abraham Lee
- Outcomes Insights, Inc., Westlake Village, CA, USA
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Muqit MMK, Kourgialis N, Jackson-deGraffenried M, Talukder Z, Khetran ER, Rahman A, Chan WO, Chowdury FA, Nag D, Ahmad J, Friedman DS. Trends in Diabetic Retinopathy, Visual Acuity, and Treatment Outcomes for Patients Living With Diabetes in a Fundus Photograph-Based Diabetic Retinopathy Screening Program in Bangladesh. JAMA Netw Open 2019; 2:e1916285. [PMID: 31774523 PMCID: PMC6902843 DOI: 10.1001/jamanetworkopen.2019.16285] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
IMPORTANCE Diabetic retinopathy (DR) is the leading cause of low vision among working-age adults. An estimated 6.9 million people in Bangladesh were living with diabetes in 2017, which is projected to increase to more than 10 million people in 2025. Currently, no standardized and/or large-scale DR screening program exists in Bangladesh. OBJECTIVE To develop a novel fundus photograph-based eye screening model for early detection of DR to prevent vision loss in Bangladeshi individuals with diabetes. DESIGN, SETTING, AND PARTICIPANTS In this cross-sectional study, 49 264 patients with diabetes underwent opportunistic eye screening at 2 eye hospitals and 1 diabetic hospital in Bangladesh between June 1, 2010, and September 30, 2017. The data set was analyzed from April 8 to December 30, 2018. Technicians were trained to obtain 2-field digital fundus photographs and to grade each according to a standardized DR severity scale. Each patient was counseled and triaged for treatment using defined DR referral criteria. MAIN OUTCOMES AND MEASURES Primary DR grading outcomes, visual acuity, and treatment outcomes. RESULTS A total of 49 264 patients (54.3% male; mean [SD] age, 50.8 [12.3] years) underwent DR screening during a 7-year period. The DR prevalence rate across all 3 sites was 33% (95% CI, 33%-33%). Prevalence rates varied by center (Chittagong, 64.6% [95% CI, 64.0%-65.0%]; Dhaka, 39.8% [95% CI, 39.0%-41.0%]; and Feni, 13.0% [95% CI, 13.0%-14.0%]). Across all age groups, male patients were at higher risk of prevalent DR than female patients (odds ratio, 1.99; 95% CI, 1.90-2.07). The prevalence was 3.9% for preproliferative DR, 7.8% for proliferative DR, and 19.2% for maculopathy. Individuals with DR had significantly worse visual acuity than those with no DR (best-corrected visual acuity, 0.35 vs 0.21 logMAR; P < .001). The rate of moderate visual impairment was 12.2%, and the rate of blindness was 2.5%. Primary treatments included laser photocoagulation (n = 1637), intravitreal injection (n = 1440), and vitrectomy (n = 309). CONCLUSIONS AND RELEVANCE Screening Bangladeshi individuals known to have diabetes using fundus photography identified large numbers of patients with sight-threatening proliferative DR, maculopathy, and visual impairment or blindness. Expansion of eye screening services in Bangladesh is warranted as part of a national government eye care and diabetes health policy.
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Affiliation(s)
- Mahiul M. K. Muqit
- Vitreoretinal Service, Moorfields Eye Hospital, National Health Service Trust, London, United Kingdom
- Institute of Ophthalmology, University College London, London, United Kingdom
| | | | | | | | | | | | - Weng Onn Chan
- Department of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | | | - Dipak Nag
- Retina Service, National Institute of Ophthalmology and Hospital, Dhaka, Bangladesh
| | - Jasmin Ahmad
- Retina Service, Chittagong Eye Infirmary and Training Complex, Chittagong, Bangladesh
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Sabanayagam C, Banu R, Chee ML, Lee R, Wang YX, Tan G, Jonas JB, Lamoureux EL, Cheng CY, Klein BEK, Mitchell P, Klein R, Cheung CMG, Wong TY. Incidence and progression of diabetic retinopathy: a systematic review. Lancet Diabetes Endocrinol 2019; 7:140-149. [PMID: 30005958 DOI: 10.1016/s2213-8587(18)30128-1] [Citation(s) in RCA: 292] [Impact Index Per Article: 48.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/06/2018] [Accepted: 04/06/2018] [Indexed: 12/23/2022]
Abstract
Diabetic retinopathy is a leading cause of vision impairment and blindness. We systematically reviewed studies published from Jan 1, 1980, to Jan 7, 2018, assessed the methodological quality, and described variations in incidence of diabetic retinopathy by region with a focus on population-based studies that were conducted after 2000 (n=8, including two unpublished studies). Of these eight studies, five were from Asia, and one each from the North America, Caribbean, and sub-Saharan Africa. The annual incidence of diabetic retinopathy ranged from 2·2% to 12·7% and progression from 3·4% to 12·3%. Progression to proliferative diabetic retinopathy was higher in individuals with mild disease compared with those with no disease at baseline. Our Review suggests that more high-quality population-based studies capturing data on the incidence and progression of diabetic retinopathy with stratification by age and sex are needed to consolidate the evidence base. Our data is useful for conceptualisation and development of major public health strategies such as screening programmes for diabetic retinopathy.
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Affiliation(s)
- Charumathi Sabanayagam
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore; Duke-NUS Medical School, National University of Singapore, Singapore
| | - Riswana Banu
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Miao Li Chee
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Ryan Lee
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Ya Xing Wang
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, and Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing, China
| | - Gavin Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore; Duke-NUS Medical School, National University of Singapore, Singapore
| | - Jost B Jonas
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, and Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing, China; Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University Heidelberg, Mannheim, Germany
| | - Ecosse L Lamoureux
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore; Duke-NUS Medical School, National University of Singapore, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Ching-Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore; Duke-NUS Medical School, National University of Singapore, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Barbara E K Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Paul Mitchell
- Centre for Vision Research, University of Sydney, Sydney, NSW, Australia
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - C M Gemmy Cheung
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Tien Y Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore; Duke-NUS Medical School, National University of Singapore, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
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Kim K, Kim ES, Yu SY. Longitudinal Relationship Between Retinal Diabetic Neurodegeneration and Progression of Diabetic Retinopathy in Patients With Type 2 Diabetes. Am J Ophthalmol 2018; 196:165-172. [PMID: 30195892 DOI: 10.1016/j.ajo.2018.08.053] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2018] [Revised: 08/28/2018] [Accepted: 08/30/2018] [Indexed: 12/11/2022]
Abstract
PURPOSE To investigate the longitudinal relationship between diabetic retinal neurodegeneration and the progression of diabetic retinopathy (DR) by measuring macular ganglion cell-inner plexiform layer (mGCIPL) thickness in patients with type 2 diabetes (T2DM). DESIGN Retrospective cohort study. METHODS T2DM patients with no DR or mild nonproliferative DR (NPDR) followed up for ≥4 years were included in this study. DR was graded according to retinal photography, and mean parafoveal mGCIPL thickness was measured using optical coherence tomography with at least a 6-month interval from baseline. Hazard ratios (HR) for predicting 2-step progression and development of proliferative DR (PDR) were calculated using Cox proportional hazard modeling using baseline clinical factors. RESULTS Of 87 eyes of T2DM patients, 39 (44.8%) exhibited 2-step DR progression and 6 (6.9%) experienced progression to PDR. Patients with DR progression exhibited longer T2DM duration, thinner mGCIPL, greater mGCIPL thinning rate, severe cardiac autonomic neuropathy (CAN), lower peripheral nerve-conduction velocity, and higher glycated hemoglobin A1c level. Multivariate regression modeling revealed that baseline mGCIPL thickness (HR = 0.94), mGCIPL thinning rate (HR = 1.924), CAN score (HR = 1.248), and conduction velocity of peripheral nerves (HR = 0.894) were significant predictive factors for DR progression (area under the curve = 0.92). CONCLUSION Progressive loss of mGCIPL is an independent risk factor for progression in early-stage DR. Further assessment of autonomic and peripheral nerve functions can increase sensitivity in predicting aggravation of DR in patients with T2DM.
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Mora N, Kempen JH, Sobrin L. Diabetic Retinopathy in Hispanics: A Perspective on Disease Burden. Am J Ophthalmol 2018; 196:xviii-xxiv. [PMID: 30138600 DOI: 10.1016/j.ajo.2018.08.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 08/10/2018] [Indexed: 01/30/2023]
Affiliation(s)
- Natalie Mora
- National Institutes of Health, Clinical Endocrine Section, Diabetes, Endocrine and Obesity Brand, Bethesda, Maryland, USA
| | - John H Kempen
- Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA; MCM Eye Unit, MCM General Hospital and MyungSung Medical School, Addis Ababa, Ethiopia
| | - Lucia Sobrin
- Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA.
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Liu Y, Rajamanickam VP, Parikh RS, Loomis SJ, Kloek CE, Kim LA, Hitchmoth DL, Song BJ, Xerras DC, Pasquale LR. Diabetic Retinopathy Assessment Variability Among Eye Care Providers in an Urban Teleophthalmology Program. Telemed J E Health 2018; 25:301-308. [PMID: 30040526 PMCID: PMC6482899 DOI: 10.1089/tmj.2018.0019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Background:Teleophthalmology is an evidence-based method for diabetic eye screening. It is unclear whether the type of eye care provider performing teleophthalmology interpretation produces significant variability. Introduction:We assessed grading variability between an optometrist, general ophthalmologist, and retinal specialist using images from an urban, diabetic retinopathy teleophthalmology program. Methods:Three readers evaluated digital retinal images in 100 cases (178 eyes from 90 patients with type 2 diabetes). Fisher's exact test, percent agreement, and the observed proportion of positive (Ppos) or negative agreement (Pneg) were used to assess variability. Results:Among cases deemed gradable by all three readers (n = 65), there was substantial agreement on absence of any retinopathy (88% ± 4.6%, Pneg = 0.91–0.95), presence of moderate nonproliferative or worse retinopathy (87% ± 3.9%, Ppos = 0.67–1.00), and presence of macular edema (99% ± 0.9%, Ppos = 0.67–1.00). There was limited agreement regarding presence of referable nondiabetic eye pathology (61% ± 11%, Ppos = 0.21–0.59) and early, nonroutine referral for a follow-up clinical eye exam (66% ± 8.1%, Ppos = 0.19–0.54). Among all cases (n = 100), there was acceptable agreement regarding which had gradable images (77% ± 5.0%, Ppos = 0.50–0.90). Discussion:Inclusion of multiple types of eye care providers as teleophthalmology readers is unlikely to produce significant variability in the assessment of diabetic retinopathy among high-quality images. Greater variability was found regarding image gradability, nondiabetic eye pathology, and recommended clinical referral times. Conclusions:Our results suggest that more extensive training and uniform referral standards are needed to improve consensus on image gradability, referable nondiabetic eye pathology, and recommended clinical referral times.
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Affiliation(s)
- Yao Liu
- 1 Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health , Madison, Wisconsin
| | - Victoria P Rajamanickam
- 2 Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health , Madison, Wisconsin
| | - Ravi S Parikh
- 3 Department of Ophthalmology and Visual Science, Yale School of Medicine , New Haven, Connecticut
| | - Stephanie J Loomis
- 4 Massachusetts Eye and Ear Infirmary, Harvard Medical School , Boston, Massachusetts
| | - Carolyn E Kloek
- 4 Massachusetts Eye and Ear Infirmary, Harvard Medical School , Boston, Massachusetts
| | - Leo A Kim
- 4 Massachusetts Eye and Ear Infirmary, Harvard Medical School , Boston, Massachusetts
| | - Dorothy L Hitchmoth
- 5 White River Junction Veteran's Affairs Medical Center , Veteran's Health Administration, White River Junction, Vermont
| | - Brian J Song
- 4 Massachusetts Eye and Ear Infirmary, Harvard Medical School , Boston, Massachusetts
| | - Dean C Xerras
- 6 Harvard Medical School, Massachusetts General Hospital Chelsea HealthCare Center , Boston, Massachusetts
| | - Louis R Pasquale
- 4 Massachusetts Eye and Ear Infirmary, Harvard Medical School , Boston, Massachusetts.,7 Channing Division of Network Medicine, Brigham and Women's Hospital , Boston, Massachusetts
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Song P, Yu J, Chan KY, Theodoratou E, Rudan I. Prevalence, risk factors and burden of diabetic retinopathy in China: a systematic review and meta-analysis. J Glob Health 2018; 8:010803. [PMID: 29899983 PMCID: PMC5997368 DOI: 10.7189/jogh.08.010803] [Citation(s) in RCA: 190] [Impact Index Per Article: 27.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background Diabetic retinopathy (DR), the primary retinal vascular complication of diabetes mellitus (DM), is a leading cause of vision impairment and blindness in working-age population globally. Despite mounting concerns about the emergence of DM as a major public health problem in the largest developing country, China, much remains to be understood about the epidemiology of DR. We aimed to investigate the prevalence of and risk factors for DR, and estimate the burden of DR in China in 2010. Methods China National Knowledge Infrastructure (CNKI), Wanfang, Chinese Biomedicine Literature Database (CBM-SinoMed), PubMed, Embase and Medline were searched for studies that reported the prevalence of and risk factors for DR in Chinese population between 1990 and 2017. A random-effects meta-analysis model was adopted to pool the overall prevalence of DR. Variations in the prevalence of DR in different age groups, DM duration groups and settings were assessed by subgroup meta-analysis and meta-regression. Odds ratios (ORs) of major risk factors were pooled using random-effects meta-analysis. The number of people with DR in 2010 was estimated by multiplying the age-specific prevalence of DR in people with DM with the corresponding number of people with DM in China. Finally, the national number of people with DR was distributed into six geographic regions using a risk factor-based model. Results A total of 31 studies provided information on the prevalence of DR and 21 explored potential risk factors for DR. The pooled prevalence of any DR, nonproliferative DR (NPDR) and proliferative DR (PDR) was 1.14% (95% CI = 0.80-1.52), 0.90% (95% CI = 0.56-1.31) and 0.07% (95% CI = 0.02-0.14) in general population; In people with DM, the pooled prevalence rates were 18.45% (95% CI = 14.77-22.43), 15.06% (95% CI = 11.59-18.88) and 0.99% (95% CI = 0.40-1.80) for any DR, NPDR and PDR, respectively. The prevalence of any DR in DM patients peaked between 60 and 69 years of age, and increased steeply with the duration of DM. DM patients residing in rural China were at a higher risk to have DR than those in urban areas. In addition, insulin treatment, elevated FBG level and higher HbA1c concentration were confirmed to be associated with a higher prevalence of DR in people with DM, with meta-ORs of 1.99 (95% CI = 1.34-2.95), 1.33 (95% CI = 1.12-1.59) and 1.15 (95% CI = 1.09-1.20) respectively. In 2010, a total of 13.16 million (95% CI = 8.95-18.00) Chinese aged 45 years and above were living with DR, among whom the most were in South Central China and the least were in Northwest China. Conclusions DR has become a serious public health problem in China. Optimal screening of and interventions on DR should be implemented. Improved epidemiological studies on DR are still required.
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Affiliation(s)
- Peige Song
- Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Jinyue Yu
- UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - Kit Yee Chan
- Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Evropi Theodoratou
- Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Igor Rudan
- Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, Scotland, United Kingdom
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Srinivasan S, Dehghani C, Pritchard N, Edwards K, Russell AW, Malik RA, Efron N. Ophthalmic and clinical factors that predict four-year development and worsening of diabetic retinopathy in type 1 diabetes. J Diabetes Complications 2018; 32:67-74. [PMID: 29097055 DOI: 10.1016/j.jdiacomp.2017.09.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 08/16/2017] [Accepted: 09/01/2017] [Indexed: 12/16/2022]
Abstract
AIMS To investigate the role of ophthalmic imaging markers - namely retinal thickness measures and corneal nerve morphology - in predicting four-year development and worsening of diabetic retinopathy (DR) in type 1 diabetes (T1DM). METHODS 126 eyes of 126 participants with T1DM were examined at baseline and after four years. Diabetic retinopathy (DR) was graded using the Early Treatment Diabetic Retinopathy Study scale. HbA1c, nephropathy, neuropathy, cardiovascular factors, and retinal thickness using optical coherence tomography (OCT) and corneal nerve fiber length (CNFL) using corneal confocal microscopy at baseline were assessed by univariate and step-wise multiple logistic regression, and their diagnostic capabilities for single and combined measures. RESULTS Four-year development of DR was 19% (13 of 68 without DR at baseline). Worsening of DR was seen in 43% (25 of 58 with DR at baseline). When adjusted for potential confounders, a lower CNFL (AUC=0.637, p=0.040, 64% sensitivity and 64% specificity at 14.9mm/mm2 cut-off), higher triglycerides (AUC=0.669, p=0.012, 64% sensitivity, 62% specificity at 0.85mmol/L) and an elevated vibration threshold (AUC=0.708, p=0.002, 96% sensitivity, 40% specificity at 3.55Hz) were significant predictors for four-year worsening of DR. CONCLUSIONS Reduced CNFL, elevated vibration perception threshold and higher triglycerides can predict future worsening of DR.
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Affiliation(s)
- Sangeetha Srinivasan
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia.
| | - Cirous Dehghani
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
| | - Nicola Pritchard
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
| | - Katie Edwards
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
| | - Anthony W Russell
- Princess Alexandra Hospital, Woolloongabba, Queensland, Australia; School of Medicine, University of Queensland, Woolloongabba, Queensland, Australia
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Education City, Doha, Qatar; Central Manchester University Hospitals Foundation Trust, Manchester, UK
| | - Nathan Efron
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
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Salinas JJ, Gonzalez JMR, Al Snih S. Type 2 diabetes, depressive symptoms and disability over a 15-year follow-up period in older Mexican Americans living in the southwestern United States. J Diabetes Complications 2018; 32:75-82. [PMID: 29074123 PMCID: PMC5662478 DOI: 10.1016/j.jdiacomp.2016.06.026] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 05/18/2016] [Accepted: 06/26/2016] [Indexed: 10/21/2022]
Abstract
AIMS To evaluate how depression and diabetes severity impact disability progression among Mexican Americans over a 15-year period. METHODS We used seven waves of the Hispanic Established Population for the Epidemiologic Study of the Elderly (H-EPESE). Primary disability outcomes included the Activities of Daily Living (ADL) and Instrumental Activities of Daily Living (IADL) scales. Explanatory variables included time since diagnosis with diabetes (no type 2 diabetes, 1-10, 11-20, 21+), an indicator of disease severity, and depression. Longitudinal generalized estimating equation models were used to estimate the relationship between time since diabetes diagnosis, depressive symptoms and ADL and IADL disability progression over a 15-year time period. RESULTS Years since diabetes diagnosis was associated with more rapid ADL and IADL disability progression compared to those without type 2 diabetes. Depression accelerated the disabling process in participants who were diagnosed with diabetes 11years or more years ago. CONCLUSIONS Longer duration of diabetes and greater symptoms of depression increase vulnerability for disability among older Mexican American adults.
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Affiliation(s)
- Jennifer J Salinas
- Department of Epidemiology, Human Genetics, Environmental Sciences, University of Texas Health Science Center at Houston School of Public Health, United States, 1101 N. Campbell St., El Paso, TX 79902, USA.
| | - Jennifer M Reingle Gonzalez
- Department of Epidemiology, Human Genetics, Environmental Sciences, University of Texas Health Science Center at Houston School of Public Health, 6011 Harry Hines Blvd., Suite V8.112, Dallas, TX 75390, USA.
| | - Soham Al Snih
- Division of Rehabilitation Sciences, School of Health Professions, Internal Medicine, Division of Geriatrics, Sealy Center on Aging Rebecca Sealy Bldg 5.112A, 301 University Blvd. Rt. 0177, Galveston, TX, 77555, USA.
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Barrett EJ, Liu Z, Khamaisi M, King GL, Klein R, Klein BEK, Hughes TM, Craft S, Freedman BI, Bowden DW, Vinik AI, Casellini CM. Diabetic Microvascular Disease: An Endocrine Society Scientific Statement. J Clin Endocrinol Metab 2017; 102:4343-4410. [PMID: 29126250 PMCID: PMC5718697 DOI: 10.1210/jc.2017-01922] [Citation(s) in RCA: 327] [Impact Index Per Article: 40.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Accepted: 08/29/2017] [Indexed: 01/18/2023]
Abstract
Both type 1 and type 2 diabetes adversely affect the microvasculature in multiple organs. Our understanding of the genesis of this injury and of potential interventions to prevent, limit, or reverse injury/dysfunction is continuously evolving. This statement reviews biochemical/cellular pathways involved in facilitating and abrogating microvascular injury. The statement summarizes the types of injury/dysfunction that occur in the three classical diabetes microvascular target tissues, the eye, the kidney, and the peripheral nervous system; the statement also reviews information on the effects of diabetes and insulin resistance on the microvasculature of skin, brain, adipose tissue, and cardiac and skeletal muscle. Despite extensive and intensive research, it is disappointing that microvascular complications of diabetes continue to compromise the quantity and quality of life for patients with diabetes. Hopefully, by understanding and building on current research findings, we will discover new approaches for prevention and treatment that will be effective for future generations.
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Affiliation(s)
- Eugene J. Barrett
- Division of Endocrinology, Department of Medicine, University of Virginia, Charlottesville, Virginia 22908
| | - Zhenqi Liu
- Division of Endocrinology, Department of Medicine, University of Virginia, Charlottesville, Virginia 22908
| | - Mogher Khamaisi
- Section of Vascular Cell Biology, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts 02215
| | - George L. King
- Section of Vascular Cell Biology, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts 02215
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53705
| | - Barbara E. K. Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53705
| | - Timothy M. Hughes
- Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157
| | - Suzanne Craft
- Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157
| | - Barry I. Freedman
- Divisions of Nephrology and Endocrinology, Department of Internal Medicine, Centers for Diabetes Research, and Center for Human Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157
| | - Donald W. Bowden
- Divisions of Nephrology and Endocrinology, Department of Internal Medicine, Centers for Diabetes Research, and Center for Human Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157
| | - Aaron I. Vinik
- EVMS Strelitz Diabetes Center, Eastern Virginia Medical Center, Norfolk, Virginia 23510
| | - Carolina M. Casellini
- EVMS Strelitz Diabetes Center, Eastern Virginia Medical Center, Norfolk, Virginia 23510
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Lazcano-Gomez G, R Soohoo J, Lynch A, N Bonell L, Martinez K, Turati M, Gonzalez-Salinas R, Jimenez-Roman J, Y Kahook M. Neovascular Glaucoma: A Retrospective Review from a Tertiary Eye Care Center in Mexico. J Curr Glaucoma Pract 2017; 11:48-51. [PMID: 28924338 PMCID: PMC5577119 DOI: 10.5005/jp-journals-10028-1222] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 02/22/2017] [Indexed: 11/23/2022] Open
Abstract
AIM To describe the demographic characteristics, ocular comorbidities, and clinical outcomes of patients with neovascular glaucoma (NVG) and to determine the number of patients who returned for a follow-up eye examination. MATERIALS AND METHODS We examined the clinical data of patients with NVG, who attended a glaucoma clinic between July 2010 and November 2014. We collected information on the demographic characteristics of the patients to include the level of education, ocular comorbidities, NVG stage, visual acuity, glaucoma medications, intraocular pressure (IOP), and the number of patients who had a follow-up ocular examination at month 1, 3, 6, and 12. RESULTS Data from 350 patients (473 eyes) with NVG were collected. We found 91% of the cohort had proliferative diabetic retinopathy (PDR). We found blindness in both or one eye in 14% and 31% of the cohort respectively. Low vision was found in both or one eye in 14% and 32% of the eyes respectively. By 6 months follow-up, only 32% of the patients were seen at our clinic and by 12 months follow-up, this number decreased to 15%. Around 60% of the patients were on no IOP lowering drugs at the first visit. We found 53% of the cohort had an incomplete elementary school education. CONCLUSION The results suggest that advanced NVG is a significant ocular problem for patients referred to our clinic with just over half of the patients presenting as blind. We also found that several socioeconomic factors that had an important role in the development of PDR and NVG, specifically, educational status. CLINICAL SIGNIFICANCE We described the characteristics of a large cohort of patients with very advanced NVG, reflecting the fact that the strict control of the underlying disease must be the main goal of the Mexican national health system. HOW TO CITE THIS ARTICLE Lazcano-Gomez G, Soohoo JR, Lynch A, Bonell LN, Martinez K, Turati M, González-Salinas R, Jimenez-Roman J, Kahook MY. Neovascular Glaucoma: A Retrospective Review from a Tertiary Eye Care Center in Mexico. J Curr Glaucoma Pract 2017;11(2):48-51.
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Affiliation(s)
- Gabriel Lazcano-Gomez
- Research Scholar, Department of Ophthalmology, School of Medicine, University of Colorado, Colorado, USA
| | - Jeffrey R Soohoo
- Assistant Professor, Department of Ophthalmology, School of Medicine, University of Colorado, Colorado, USA
| | - Anne Lynch
- Associate Professor,Department of Ophthalmology, School of Medicine, University of Colorado, Colorado, USA
| | - Levi N Bonell
- Professional Research Assistant, Department of Ophthalmology, School of Medicine, University of Colorado, Colorado, USA
| | - Karina Martinez
- Fellow, Department of Glaucoma, Asociacion para Evitar la Ceguera en Mexico APEC, Mexico city, Mexico
| | - Mauricio Turati
- Professor, Department of Glaucoma, Asociacion para Evitar la Ceguera en Mexico APEC, Mexico city, Mexico
| | - Roberto Gonzalez-Salinas
- Professional Research Assistant, Department of Glaucoma, Asociacion para Evitar la Ceguera en Mexico APEC, Mexico city, Mexico
| | - Jesus Jimenez-Roman
- Chief, Department of Glaucoma, Asociacion para Evitar la Ceguera en Mexico APEC, Mexico city, Mexico
| | - Malik Y Kahook
- Professor, Department of Ophthalmology, School of Medicine, University of Colorado, Colorado, USA
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Full KM, Schmied EA, Parada H, Cherrington A, Horton LA, Ayala GX. The Relationship Between Sleep Duration and Glycemic Control Among Hispanic Adults With Uncontrolled Type 2 Diabetes. DIABETES EDUCATOR 2017; 43:519-529. [DOI: 10.1177/0145721717724564] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Purpose The purpose of this study was to examine the relationship between sleep duration and glycemic control in adult Hispanic patients with uncontrolled type 2 diabetes. Methods This cross-sectional study used baseline data from 317 Hispanic adults with uncontrolled type 2 diabetes who participated in a randomized controlled trial testing a peer support intervention to improve diabetes control. To be eligible, participants had to be 18 years or older and have A1C >7% in the 3 months prior to randomization. Glycemic control was assessed by A1C ascertained through medical chart review; higher A1C levels reflected poorer glycemic control. Sleep duration (hours/night), diabetes control behaviors, and demographics were obtained by interviewer-administered questionnaire. We used multivariable generalized linear models to estimate the association between sleep duration and glycemic control. Results Forty-three percent of participants reported sleeping fewer than 7 hours per night. Sleep duration (hours/night) was inversely associated with A1C levels; however, the relationship was no longer statistically significant after adjusting for insulin status. Conclusions Sleep duration was not significantly associated with glycemic control in this sample of Hispanic adults with uncontrolled type 2 diabetes when adjusting for insulin. Future research should continue to explore this relationship among Hispanic adults with diabetes using an objective measure of sleep duration and a larger sample of Hispanic adults with both controlled and uncontrolled type 2 diabetes to determine if these results hold true.
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Affiliation(s)
- Kelsie M. Full
- San Diego State University/University of California, San Diego Joint Doctoral Program in Public Health (Health Behavior), San Diego, California (Miss Full)
- Institute for Behavioral and Community Health, San Diego State University Research Foundation, San Diego, California (Miss Full, Dr Schmied, Miss Horton, Dr Ayala)
- University of North Carolina at Chapel Hill, Department of Epidemiology, Chapel Hill, North Carolina (Dr Parada)
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama (Dr Cherrington)
- College of Health and Human Services, San Diego State University, San Diego, California (Dr Ayala)
| | - Emily A. Schmied
- San Diego State University/University of California, San Diego Joint Doctoral Program in Public Health (Health Behavior), San Diego, California (Miss Full)
- Institute for Behavioral and Community Health, San Diego State University Research Foundation, San Diego, California (Miss Full, Dr Schmied, Miss Horton, Dr Ayala)
- University of North Carolina at Chapel Hill, Department of Epidemiology, Chapel Hill, North Carolina (Dr Parada)
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama (Dr Cherrington)
- College of Health and Human Services, San Diego State University, San Diego, California (Dr Ayala)
| | - Humberto Parada
- San Diego State University/University of California, San Diego Joint Doctoral Program in Public Health (Health Behavior), San Diego, California (Miss Full)
- Institute for Behavioral and Community Health, San Diego State University Research Foundation, San Diego, California (Miss Full, Dr Schmied, Miss Horton, Dr Ayala)
- University of North Carolina at Chapel Hill, Department of Epidemiology, Chapel Hill, North Carolina (Dr Parada)
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama (Dr Cherrington)
- College of Health and Human Services, San Diego State University, San Diego, California (Dr Ayala)
| | - Andrea Cherrington
- San Diego State University/University of California, San Diego Joint Doctoral Program in Public Health (Health Behavior), San Diego, California (Miss Full)
- Institute for Behavioral and Community Health, San Diego State University Research Foundation, San Diego, California (Miss Full, Dr Schmied, Miss Horton, Dr Ayala)
- University of North Carolina at Chapel Hill, Department of Epidemiology, Chapel Hill, North Carolina (Dr Parada)
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama (Dr Cherrington)
- College of Health and Human Services, San Diego State University, San Diego, California (Dr Ayala)
| | - Lucy A. Horton
- San Diego State University/University of California, San Diego Joint Doctoral Program in Public Health (Health Behavior), San Diego, California (Miss Full)
- Institute for Behavioral and Community Health, San Diego State University Research Foundation, San Diego, California (Miss Full, Dr Schmied, Miss Horton, Dr Ayala)
- University of North Carolina at Chapel Hill, Department of Epidemiology, Chapel Hill, North Carolina (Dr Parada)
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama (Dr Cherrington)
- College of Health and Human Services, San Diego State University, San Diego, California (Dr Ayala)
| | - Guadalupe X. Ayala
- San Diego State University/University of California, San Diego Joint Doctoral Program in Public Health (Health Behavior), San Diego, California (Miss Full)
- Institute for Behavioral and Community Health, San Diego State University Research Foundation, San Diego, California (Miss Full, Dr Schmied, Miss Horton, Dr Ayala)
- University of North Carolina at Chapel Hill, Department of Epidemiology, Chapel Hill, North Carolina (Dr Parada)
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama (Dr Cherrington)
- College of Health and Human Services, San Diego State University, San Diego, California (Dr Ayala)
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Five-Year Incidence and Progression of Diabetic Retinopathy in Patients with Type II Diabetes in a Tertiary Care Center in Lebanon. J Ophthalmol 2017; 2017:9805145. [PMID: 30116622 PMCID: PMC6079417 DOI: 10.1155/2017/9805145] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 05/07/2017] [Indexed: 11/18/2022] Open
Abstract
Objective To estimate the 5-year incidence of progression rate and regression rate and risk factors for diabetic retinopathy (DR) in a cohort of Lebanese patients with type II diabetes. Methods We followed a cohort of 462 Lebanese patients with type II diabetes for over 5 years at the American University of Beirut Medical Center. Patients underwent yearly complete ophthalmic evaluation and fundus photographs and were assessed for the incidence, stage, and evolution of DR using modified Airlie House classification. Results Among the 462 patients, 281 had no DR at baseline. The 5-year cumulative incidence of any DR was 10% (95% CI: 6-13), and only baseline microalbuminuria correlated with the development of DR (OR = 10.53, 95% CI: 4.39-25.23, p < 0.0001). Among the 181 patients with baseline DR, the worsening and regression rates of DR were 31.5% (95% CI: 25-38) and 9% (95% CI: 5-13), respectively. Microalbuminuria also approached statistical significance as a risk factor for DR worsening (OR = 1.89, 95% CI: 0.97-3.70, p = 0.06). Conclusion The 5-year incidence of DR in this hospital-based cohort is relatively low. Microalbuminuria was independently associated with the incidence and progression of the disease. We recommend to screen patients with type II diabetes for microalbuminuria as prognostic for the development and worsening of DR.
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