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Yakob T, Abraham A, Yakob B, Jaldo MM. Incidence of diabetic retinopathy and its predictors among adult patients with diabetes in Ethiopia: a frailty model. Front Endocrinol (Lausanne) 2025; 16:1462210. [PMID: 40162316 PMCID: PMC11949823 DOI: 10.3389/fendo.2025.1462210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 01/27/2025] [Indexed: 04/02/2025] Open
Abstract
Background Diabetic retinopathy (DR) is becoming a more widespread public concern worldwide, leading to visual impairments. It has become the leading cause of blindness among working-age adults globally, despite established treatments that can reduce the risk by 60%. Objective This study aimed to determine the incidence of diabetic retinopathy and its predictors among adult patients with diabetes in public hospitals in Central and Southern Ethiopia. Methods A hospital-based follow-up study was conducted in selected public hospitals in Central and Southern Ethiopia. A total of 376 participants of newly diagnosed adult diabetes were enrolled from 2015-2023 and the follow-up the date was from date of enrolment to the development of events. The data were collected by reviewing their records and entered in Epi-data version 4.6.0.2 and exported to STATA version 14 for analysis. Descriptive statistics of the variables were obtained. The Weibull model with gamma frailty distribution was fitted. Bivariable and multivariable analyses were done, and variables with a p-value less than 0.05 and a corresponding 95% confidence interval in the final model were used. The model of adequacy was checked. Results 376 adult diabetic patient records were reviewed with the mean baseline age (± standard deviation) of 34.8±10 years. The univariate frailty was statistically significant (Theta=0.236 (0.131, 0.496)). A total of 376 adult patients with diabetes were followed for 682.894 person-years. Overall, an incidence rate of 14.06/100 person-years. Proteinuria (AHR = 2.21: 95% CI: 1.45, 3.57), cardiovascular disease (AHR = 2.23: 95% CI: 1.34, 4.03), and type II DM (AHR = 2.87: 95% CI: 1.30, 6.13) were identified as significant predictors of diabetic retinopathy. Conclusion Overall incidence rate of diabetic retinopathy was high. The most effective way to protect our vision from diabetic retinopathy is to manage diabetes effectively and offer support to high-risk individuals with diabetes. Therefore, healthcare professionals and relevant health authorities should target on addressing these factors in their initiatives to prevent diabetic retinopathy in diabetic patients.
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Affiliation(s)
- Tagese Yakob
- School of Public Health, College of Health Science and Medicine, Wolaita Sodo University, Wolaita Sodo, Ethiopia
| | - Awoke Abraham
- School of Public Health, College of Health Science and Medicine, Wolaita Sodo University, Wolaita Sodo, Ethiopia
| | - Begidu Yakob
- Division of Monitor and Evaluation, Wolaita Zone Health Department, Wolaita Sodo, Ethiopia
| | - Mesfin Manza Jaldo
- Department of Biostatic and Epidemiology, School of Public Health, College of Health Science and Medicine, Wachemo University, Hossana, Ethiopia
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Tosun N, Erbahçeci F. Comparison of trauma and diabetes mellitus-induced transtibial amputees in terms of gait parameters and functional capacity. ULUS TRAVMA ACIL CER 2025; 31:259-268. [PMID: 40052320 PMCID: PMC11894242 DOI: 10.14744/tjtes.2024.83923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 12/10/2024] [Accepted: 12/30/2024] [Indexed: 03/14/2025]
Abstract
BACKGROUND The aim of this study was to compare gait parameters, balance, weight-bearing symmetry, functional capacity, functional mobility, prosthesis satisfaction, and quality of life between individuals with diabetes mellitus-induced and traumatic transtibial amputations (TTAs). METHODS Ten individuals with traumatic transtibial amputation and 10 individuals with diabetes mellitus-induced transtibial amputation were included in the study. All participants in both the trauma and diabetes groups used a vacuum-assisted suction suspension system (VASS) and a carbon composite foot transtibial prosthesis. Gait analysis and weight-bearing symmetry were assessed using a computerized gait analysis system. Balance was evaluated with the Biodex Balance System (BBS), functional capacity with the Six-Minute Walk Test (6MWT), functional mobility with the Timed Up and Go Test (TUG) and the Stair Climbing Test (SCT), prosthesis satisfaction with the Trinity Amputation and Prosthesis Experience Scale (TAPES), and quality of life with the Short Form-36 (SF-36). RESULTS When comparing the traumatic and diabetic groups, significant differences favoring the trauma group were found in the following parameters: stride length (SL) (p=0.004), amputated limb step length (ASL) (p=0.019), non-affected limb step length (NSL) (p=0.005), balance assessment parameters of general postural stability (p=0.000), anteroposterior (A-P) postural stability (p=0.000), mediolateral (M-L) postural stability (p=0.007), SCT performance (p=0.000), and the activity restriction subsection of TAPES (p=0.029). No significant differences were observed in gait velocity, cadence, step width, weight-bearing percentage of the amputated and non-affected limbs, TUG performance, SF-36 scores, or the psychosocial adjustment, prosthesis satisfaction, and daily use time subsections of the TAPES. CONCLUSION In this study, the use of a VASS prosthesis in both traumatic and diabetic amputees had a positive effect on out-comes in the diabetic group, resulting in comparable results to those of the traumatic group. The fact that diabetic amputees used their prostheses as frequently as traumatic amputees, remained active, and benefited from the choice of prosthesis and suspension system provides valuable insights for healthcare professionals as a facilitating factor in rehabilitation.
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Affiliation(s)
- Neşe Tosun
- Department of Therapy and Rehabilitation, Gaziantep University, Gaziantep-Türkiye
| | - Fatih Erbahçeci
- Department of Musculoskeletal Physiotherapy and Rehabilitation, Hacettepe University Faculty of Physical Therapy and Rehabilitation, Ankara-Türkiye
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Yakob T, Abraham A, Yakob B, Menza Jaldo M. Incidence of diabetic retinopathy and predictors among adult patients with diabetes in central and southern Ethiopia: a multicentre retrospective cohort study. BMJ Open 2025; 15:e090916. [PMID: 39842931 PMCID: PMC11784131 DOI: 10.1136/bmjopen-2024-090916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 11/27/2024] [Indexed: 01/24/2025] Open
Abstract
OBJECTIVES This study aimed to determine the incidence of diabetic retinopathy (DR) and predictors among adult patients with diabetes in central and southern Ethiopia. DESIGN A hospital-based retrospective cohort study was conducted. SETTING The study was conducted in selected public hospitals in central and southern Ethiopia. PARTICIPANTS A total of 376 adult participants newly diagnosed with diabetes were enrolled from 2015 to 2023, and the follow-up date was from the date of enrolment to the development of events. OUTCOME MEASURES The data were collected by reviewing their records and entered in EpiData V.4.6.0.2 and exported to STATA V.14 for analysis. Descriptive statistics of the variables were obtained. The Cox proportional hazards assumption was checked. The Cox regression model was used to determine the median time to develop DR and identify predictors of DR. Bivariable and multivariable analyses were done; variables with a value of p<0.05 and a corresponding 95% CI in the final model were used. The model of adequacy was checked. RESULTS Records of a total of 376 adult patients with diabetes were reviewed with a mean baseline age (±SD) of 34.8±10 years. Of the total study participants, half (189, 50.3%) were female. A total of 376 adult patients with diabetes were followed for 45 752 person-months (PMs). Overall, the incidence rate was 11.7 per 1000 PMs of observation. Positive proteinuria (adjusted HR (AHR)=2.19; 95% CI 1.18 to 4.08), hypertension (HTN) (AHR=2.23; 95% CI 1.39 to 3.55) and type 2 diabetes mellitus (AHR=2.89; 95% CI 1.19 to 7.05) were independently significant predictors of DR. CONCLUSION The overall incidence rate of DR (type 1 and type 2) was high. Adult patients with diabetes with HTN, proteinuria and type of diabetes were independent predictors of DR. The best strategy to protect our eyesight from DR is to control high glucose level and giving due attention to high-risk individuals with diabetes. Thus, health professionals and concerned health authorities should target these factors in their efforts to prevent DR among diabetics.
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Affiliation(s)
- Tagese Yakob
- School of Public Health, College of Health Science and Medicine, Wolaita Sodo University, Sodo, Ethiopia
| | - Awoke Abraham
- School of Public Health, College of Health Science and Medicine, Wolaita Sodo University, Sodo, Ethiopia
| | - Begidu Yakob
- Division of Monitoring and Evalution, Wolaita Zone Health Department, Sodo, Ethiopia
| | - Mesfin Menza Jaldo
- Department of Biostatic and Epidemiology, School of Public Health, College of Health Science and Medicine, Wachemo University, Hossana, Ethiopia
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Park SK, Jung JY, Kim MH, Oh CM, Shin S, Ha E, Lee S, Jung MH, Ryoo JH. Changes in urine dipstick proteinuria and its relation to the risk of diabetic retinopathy and neuropathy. Endocrine 2024; 86:644-653. [PMID: 38907116 DOI: 10.1007/s12020-024-03928-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 06/10/2024] [Indexed: 06/23/2024]
Abstract
BACKGROUND Proteinuria is considered as a predictor for cardiovascular complications in diabetes mellitus (DM). However, no study has examined the association between changes in proteinuria and the risk of diabetic microvascular complications. METHODS Study participants were 71,825 DM patients who received urine dipstick test for proteinuria both in 2003-2004 and 2006-2007. They were categorized into four groups according to changes in proteinuria over 3 years (negative: negative → negative, resolved: proteinuria ≥ 1+ → negative, incident: negative → proteinuria ≥ 1+, persistent: proteinuria ≥ 1+ → proteinuria ≥ 1+). Cox-proportional hazard model was used in assessing the adjusted hazard ratios (HR) and 95% confidence interval (CI) for incidence of retinopathy, and neuropathy (adjusted HR [95% CI]). RESULT In all of DM patients, risk for comprehensive incidence of retinopathy and neuropathy increased in all types of proteinuria changes. In type 1 DM, HR for retinopathy and neuropathy generally increased in order of negative (reference), resolved (2.175 [1.150-4.114] and 1.335 [0.909-1.961]), incident (2.088 [1.185-3.680] and 1.753 [1.275-2.409]), and persistent proteinuria (1.314 [0.418-4.134] and 2.098 [1.274-3.455]). This pattern of relationship was similarly observed in type 2 DM for retinopathy and neuropathy: negative (reference), resolved (1.490 [1.082-2.051] and 1.164 [0.988-1.371]), incident (1.570 [1.161-2.123] and 1.291 [1.112-1.500]), and persistent proteinuria (2.309 [1.407-3.788] and 1.272 [0.945-1.712]). CONCLUSION Risk for diabetic retinopathy and neuropathy generally increased in order of negative, resolved, incident, and persistent proteinuria. Once manifested proteinuria was associated with the increased risk of diabetic retinopathy and neuropathy even after remission of proteinuria.
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Affiliation(s)
- Sung Keun Park
- Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, Korea
| | - Ju Young Jung
- Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, Korea
| | - Min-Ho Kim
- Ewha Medical Data Organization, Ewha Womans University Seoul Hospital, Seoul, Korea
| | - Chang-Mo Oh
- Departments of Preventive Medicine, School of Medicine, Kyung Hee University, Seoul, Korea
| | - Soonsu Shin
- Department of Occupational and Environment Medicine, Kyung Hee University Hospital, Seoul, Korea
| | - Eunhee Ha
- Department of Occupational and Environment Medicine, College of Medicine, Ewha Womans University, Seoul, Korea
| | - Sangho Lee
- Department of Anesthesiology and Pain Medicine, Kyung Hee University College of Medicine, Kyung Hee University Hospital, Seoul, Korea
| | - Min Hyung Jung
- Department of Obstetrics and Gynecology, School of Medicine, Kyung Hee University, Seoul, Korea
| | - Jae-Hong Ryoo
- Departments of Occupational and Environmental Medicine, School of Medicine, Kyung Hee University, Seoul, Korea.
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Wang J, Zhang H. Prevalence of diabetic retinopathy and its risk factors in rural patients with type 2 diabetes referring to Beijing Huairou Hospital, China. BMC Ophthalmol 2024; 24:336. [PMID: 39128998 PMCID: PMC11318320 DOI: 10.1186/s12886-024-03606-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 08/01/2024] [Indexed: 08/13/2024] Open
Abstract
BACKGROUND China has the largest population of diabetic patients worldwide. A diverse population and regional discrepancy in access to health care and diabetes management may lead to unique risk factors for diabetic retinopathy (DR) in different regions of China. This study aimed to evaluate the prevalence and risk factors of DR in rural patients with type 2 diabetes. METHODS This hospital-based cross-sectional study recruited a sample of 704 type 2 diabetic patients from rural areas referred to Beijing Huairou Hospital, China, from June 1, 2022, to June 1, 2023. The medical history, demographic information, and results of laboratory examinations of patients were collected and analyzed. The diagnosis of DR were performed by experienced ophthalmologists using mydriatic fundus photography. RESULTS Out of all patients, 53.8% were male and 46.2% were female. The mean age of patients and duration of diabetes were 54.9 ± 13.0 and 6.2 ± 4.5 years, respectively. The DR prevalence was 16.8%. The independent risk factors for DR in multivariate analysis were diabetes duration > 10 years (OR = 9.16, 95%CI = 5.49-15.30), fasting plasma glucose ≥ 7.2 mmol/L (OR = 3.25, 95%CI = 1.42-7.42), glycosylated hemoglobin ≥ 7% (OR = 6.49, 95%CI = 2.59-16.23), hypertension (OR = 1.59, 95%CI = 1.05-2.40), hyperlipidemia (OR = 2.16, 95%CI = 1.30-3.59), diabetic nephropathy (OR = 1.95, 95%CI = 1.17-3.23), high uric acid level (OR = 3.57, 95%CI = 1.56-8.15), high albumin to creatinine ratio (OR = 2.48, 95%CI = 1.06-5.82), and insulin treatment (OR = 1.79, 95%CI = 1.12-2.88). CONCLUSIONS This study evaluated the DR prevalence and its associated risk factors among type 2 diabetic patients from rural areas in Beijing's Huairou District, China. Paying attention to these risk factors may be useful in screening high-risk diabetic patients for DR and adopting early preventive and therapeutic interventions.
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Affiliation(s)
- Jing Wang
- Department of Ophthalmology, Beijing Huairou Hospital, No.9, Yongtai North Road, Huairou District, Beijing, 101400, China.
| | - Haifeng Zhang
- Department of Ophthalmology, Beijing Huairou Hospital, No.9, Yongtai North Road, Huairou District, Beijing, 101400, China
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Aravindhan A, Fenwick EK, Chan AWD, Man REK, Tan NC, Wong WT, Soo WF, Lim SW, Wee SYM, Sabanayagam C, Finkelstein E, Tan G, Hamzah H, Chakraborty B, Acharyya S, Shyong TE, Scanlon P, Wong TY, Lamoureux EL. Extending the diabetic retinopathy screening intervals in Singapore: methodology and preliminary findings of a cohort study. BMC Public Health 2024; 24:786. [PMID: 38481239 PMCID: PMC10935797 DOI: 10.1186/s12889-024-18287-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 03/05/2024] [Indexed: 03/17/2024] Open
Abstract
BACKGROUND The Diabetic Retinopathy Extended Screening Study (DRESS) aims to develop and validate a new DR/diabetic macular edema (DME) risk stratification model in patients with Type 2 diabetes (DM) to identify low-risk groups who can be safely assigned to biennial or triennial screening intervals. We describe the study methodology, participants' baseline characteristics, and preliminary DR progression rates at the first annual follow-up. METHODS DRESS is a 3-year ongoing longitudinal study of patients with T2DM and no or mild non-proliferative DR (NPDR, non-referable) who underwent teleophthalmic screening under the Singapore integrated Diabetic Retinopathy Programme (SiDRP) at four SingHealth Polyclinics. Patients with referable DR/DME (> mild NPDR) or ungradable fundus images were excluded. Sociodemographic, lifestyle, medical and clinical information was obtained from medical records and interviewer-administered questionnaires at baseline. These data are extracted from medical records at 12, 24 and 36 months post-enrollment. Baseline descriptive characteristics stratified by DR severity at baseline and rates of progression to referable DR at 12-month follow-up were calculated. RESULTS Of 5,840 eligible patients, 78.3% (n = 4,570, median [interquartile range [IQR] age 61.0 [55-67] years; 54.7% male; 68.0% Chinese) completed the baseline assessment. At baseline, 97.4% and 2.6% had none and mild NPDR (worse eye), respectively. Most participants had hypertension (79.2%) and dyslipidemia (92.8%); and almost half were obese (43.4%, BMI ≥ 27.5 kg/m2). Participants without DR (vs mild DR) reported shorter DM duration, and had lower haemoglobin A1c, triglycerides and urine albumin/creatinine ratio (all p < 0.05). To date, we have extracted 41.8% (n = 1909) of the 12-month follow-up data. Of these, 99.7% (n = 1,904) did not progress to referable DR. Those who progressed to referable DR status (0.3%) had no DR at baseline. CONCLUSIONS In our prospective study of patients with T2DM and non-referable DR attending polyclinics, we found extremely low annual DR progression rates. These preliminary results suggest that extending screening intervals beyond 12 months may be viable and safe for most participants, although our 3-year follow up data are needed to substantiate this claim and develop the risk stratification model to identify low-risk patients with T2DM who can be assigned biennial or triennial screening intervals.
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Affiliation(s)
- Amudha Aravindhan
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Eva K Fenwick
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Aurora Wing Dan Chan
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
| | - Ryan Eyn Kidd Man
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | | | | | | | | | | | - Charumathi Sabanayagam
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | | | - Gavin Tan
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Haslina Hamzah
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
| | | | | | - Tai E Shyong
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Peter Scanlon
- Gloucestershire Hospitals NHS Foundation Trust, Gloucester, UK
| | | | - Ecosse L Lamoureux
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore.
- Duke-NUS Medical School, Singapore, Singapore.
- The University of Melbourne, Melbourne, Australia.
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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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Mohammed Iqbal C, Ashraf T, Buckley AJ. Fructosamine as a predictor of incident diabetic microvascular disease in a population with high prevalence of red cell disorders: A cohort study. Diabetes Res Clin Pract 2023; 203:110873. [PMID: 37574136 DOI: 10.1016/j.diabres.2023.110873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/19/2023] [Accepted: 08/11/2023] [Indexed: 08/15/2023]
Abstract
AIMS Fructosamine can be used to estimate glycaemia in individuals in whom HbA1c may be unreliable. We aimed to establish clinically useful fructosamine treatment targets in a population with a high prevalence of conditions affecting erythrocyte survival, including variant haemoglobin and G6PD deficiency. METHODS Fructosamine was measured on a clinical basis in individuals in whom HbA1c was suspected to be unreliable by their primary physician. Study endpoints were incident retinopathy and albuminuria in individuals with Prediabetes (n = 60), Type 1 (n = 161) or Type 2 diabetes (n = 1350) during follow up of 4.4 ± 2.3 years. RESULTS Fructosamine ≥ 250 umol/L was significantly associated with incident retinopathy, and fructosamine ≥ 300 umol/L with incident microalbuminuria, in univariate analysis and adjusted for established risk factors. Fructosamine ≥ 250 umol/L was also significantly associated with incident retinopathy in individuals with HbA1c < 7.0% (53 mmol/mol) at inclusion. CONCLUSIONS In this patient population, a single measurement of fructosamine significantly and independently predicts incident retinopathy in individuals with HbA1c < 7.0% (53 mmol/mol). Routine measurement of fructosamine on at least one occasion is recommended as part of assessment of prediabetes or diabetes mellitus in populations with a high prevalence of conditions affecting erythrocyte lifespan.
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Affiliation(s)
- C Mohammed Iqbal
- Imperial College London Diabetes Centre, Research Department, Abu Dhabi, United Arab Emirates
| | - Tanveer Ashraf
- Imperial College London Diabetes Centre, Research Department, Abu Dhabi, United Arab Emirates
| | - Adam J Buckley
- Imperial College London Diabetes Centre, Research Department, Abu Dhabi, United Arab Emirates.
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Pearce E, Sivaprasad S, Broadgate S, Kiire C, Downes SM, Halford S, Chong V. Intraretinal Microvascular Abnormalities and Venous Beading Have Different Genetic Profiles in Caucasian Patients with Non-Proliferative Diabetic Retinopathy. Vision (Basel) 2023; 7:vision7010018. [PMID: 36977298 PMCID: PMC10051057 DOI: 10.3390/vision7010018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 02/17/2023] [Accepted: 02/20/2023] [Indexed: 03/06/2023] Open
Abstract
Diabetic Retinopathy (DR) is a leading cause of preventable visual impairment in the working age population. Despite the increasing prevalence of DR, there remain gaps in our understanding of its pathophysiology. This is a prospective case-control study comparing the genetic profiles of patients with no DR vs. non-proliferative DR (NPDR) focusing on intraretinal microvascular abnormalities (IRMA) and venous beading (VB) in Caucasians. A total of 596 participants were recruited to the study; 199 with moderate/severe NPDR and 397 with diabetes for at least 5 years without DR. Sixty-four patients were excluded due to technical issues. In total, 532 were analysed; 181 and 351 were in the NPDR group and no DR group, respectively. Those with severe IRMA and VB had distinctly different genetic profiles from each other and from the no DR group, which further supports the theory that these two features of DR might have different etiologies. This also suggests that IRMA and VB are independent risk factors for the development of PDR and may have different pathophysiologies. If these findings are confirmed in larger studies, this could pave the way for personalised treatment options for those more at risk of developing different features of NPDR.
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Affiliation(s)
- Elizabeth Pearce
- King’s College Hospital NHS Trust, London SE5 9RS, UK
- UCL Institute of Ophthalmology, London EC1V 9EL, UK
- Correspondence:
| | - Sobha Sivaprasad
- NIHR Moorfields Biomedical Research Centre, Moorfields Eye Hospital, London EC1V 2PD, UK
| | - Suzanne Broadgate
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford OX3 9DU, UK
| | - Christine Kiire
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford OX3 9DU, UK
- Oxford Eye Hospital, John Radcliffe Hospital, Oxford University Hospitals, NHS Foundation Trust, Oxford OX3 9DU, UK
| | - Susan M. Downes
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford OX3 9DU, UK
- Oxford Eye Hospital, John Radcliffe Hospital, Oxford University Hospitals, NHS Foundation Trust, Oxford OX3 9DU, UK
| | - Stephanie Halford
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford OX3 9DU, UK
| | - Victor Chong
- UCL Institute of Ophthalmology, London EC1V 9EL, UK
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11
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Li Z, Tong J, Liu C, Zhu M, Tan J, Kuang G. Analysis of independent risk factors for progression of different degrees of diabetic retinopathy as well as non-diabetic retinopathy among type 2 diabetic patients. Front Neurosci 2023; 17:1143476. [PMID: 37090790 PMCID: PMC10115960 DOI: 10.3389/fnins.2023.1143476] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 03/17/2023] [Indexed: 04/25/2023] Open
Abstract
Purpose To study the independent risk factors for development of different degrees of diabetic retinopathy (DR) as well as non-DR (NDR) among type 2 diabetic patients. Methods This cross-sectional study included 218 patients with type 2 diabetes between January 2022 and June 2022. All the patients were divided into two groups: the DR group and the NDR group. The DR group was subdivided into the mild, moderate and severe non-proliferative DR (NPDR) group and the proliferative DR (PDR) group. Data recorded for all patients included age, gender, duration of diabetes, blood pressure, glycated hemoglobin (HbA1c), fasting blood glucose (FBG), blood lipids, best corrected visual acuity (BCVA), intraocular pressure (IOP), axial length (AL), anterior chamber depth (ACD), and renal function. Logistic regression methods were used to analyze the risk factors for DR. Results The prevalence of DR in type 2 diabetes was 28.44%. The duration of diabetes, age, mean arterial pressure (MAP), HbA1c, FBG, urinary albumin/creatinine ratio (UACR), BCVA, AL, and ACD were significantly different between the DR and the NDR groups (p < 0.05). Multivariate logistic regression analysis identified age, FBG, UACR, and AL as the independent risk factors for DR (OR = 0.843, 2.376, 1.049, 0.005; p = 0.034, 0.014, 0.016, p < 0.001). Conclusion Young age, short AL, higher levels of FBG and UACR were the independent risk factors for the progression of DR in type 2 diabetes.
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Affiliation(s)
- Zheng Li
- Department of Ophthalmology, The First People’s Hospital of Chenzhou, Chenzhou, Hunan, China
- Department of Ophthalmology, The Affiliated Chenzhou Hospital, Hengyang Medical School, University of South China, Chenzhou, Hunan, China
| | - Jie Tong
- Department of Spinal Surgery, The First People’s Hospital of Chenzhou, Chenzhou, Hunan, China
- Department of Spinal Surgery, The Affiliated Chenzhou Hospital, Hengyang Medical School, University of South China, Chenzhou, Hunan, China
| | - Chang Liu
- Department of Endocrinology, The First People’s Hospital of Chenzhou, Chenzhou, Hunan, China
| | - Mingqiong Zhu
- Department of Ophthalmology, The First People’s Hospital of Chenzhou, Chenzhou, Hunan, China
- Department of Ophthalmology, The Affiliated Chenzhou Hospital, Hengyang Medical School, University of South China, Chenzhou, Hunan, China
| | - Jia Tan
- Department of Ophthalmology, Xiangya Hospital of Central South University, Changsha, Hunan, China
- *Correspondence: Jia Tan,
| | - Guoping Kuang
- Department of Ophthalmology, The First People’s Hospital of Chenzhou, Chenzhou, Hunan, China
- Department of Ophthalmology, The Affiliated Chenzhou Hospital, Hengyang Medical School, University of South China, Chenzhou, Hunan, China
- Guoping Kuang,
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12
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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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13
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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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14
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Ipp E. Diabetic Retinopathy and Insulin Insufficiency: Beta Cell Replacement as a Strategy to Prevent Blindness. Front Endocrinol (Lausanne) 2021; 12:734360. [PMID: 34912295 PMCID: PMC8667804 DOI: 10.3389/fendo.2021.734360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 09/28/2021] [Indexed: 12/02/2022] Open
Abstract
Diabetic retinopathy (DR) is a potentially devastating complication of diabetes because it puts patients at risk of blindness. Diabetes is a common cause of blindness in the U.S. and worldwide and is dramatically increasing in global prevalence. Thus new approaches are needed to prevent this dreaded complication. There is extensive data that indicates beta cell secretory failure is a risk factor for DR, independent of its influence on glycemic control. This perspective article will provide evidence for insufficient endogenous insulin secretion as an important factor in the development of DR. The areas of evidence discussed are: (a) Presence of insulin receptors in the retina, (b) Clinical studies that show an association of beta cell insufficiency with DR, (c) Treatment with insulin in type 2 diabetes, a marker for endogenous insulin deficiency, is an independent risk factor for DR, (d) Recent clinical studies that link DR with an insulin deficient form of type 2 diabetes, and (e) Beta cell replacement studies that demonstrate endogenous insulin prevents progression of DR. The cumulative data drive our conclusion that beta cell replacement will have an important role in preventing DR and/or mitigating its severity in both type 1 diabetes and insulinopenic type 2 diabetes.
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Affiliation(s)
- Eli Ipp
- Department of Medicine, The Lundquist Institute at Harbor-University of California Los Angeles (UCLA) Medical Center, Torrance, CA, United States
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15
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Hill S, Mullins P, Murphy R, Schmiedel O, Vaghefi E, Ramke J, Squirrell D. Risk Factors for Progression to Referable Diabetic Eye Disease in People With Diabetes Mellitus in Auckland, New Zealand: A 12-Year Retrospective Cohort Analysis. Asia Pac J Ophthalmol (Phila) 2021; 10:579-589. [PMID: 34905518 DOI: 10.1097/apo.0000000000000464] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
PURPOSE To evaluate the prevalence and risk factors for the development of any and referable diabetic eye disease in a multi-ethnic New Zealand population with diabetes mellitus attending a regional retinal screening service. METHODS Retrospective observational cohort study of people living with diabetes who attended the Auckland Regional Diabetic Retinal Screening Programme 2006-2018 inclusive (n = 41,786). RESULTS Any retinopathy/maculopathy was present at first screening for 48.2% [95% confidence interval (CI): 45.8%-50.6%] / 37.8% (95% CI: 35.5%- 40.1%) of people with Type 1 and 25% (95% CI: 24.6%-25.4%) / 21.9% (95% CI: 21.5%-22.3%) with Type 2 diabetes. Referable retinopathy at baseline screening was 4.4% (95% CI: 3.6%-5.3%) and 1.6% (95% CI: 1.5%-1.7%) among people with Type 1 and Type 2 diabetes mellitus, respectively. After 4 years, cumulative incidence for referable retinopathy /referable maculopathy was 12/36 per 1000 people with Type 1 and 2.4/16 per 1000 people with Type 2 diabetes. Independent hazards for disease progression varied for the diabetes cohort types but baseline grade, duration of diabetes, and HbA1c were common to all. CONCLUSIONS Referable diabetic eye disease at the first screening and after 4 years of follow-up is uncommon. Lengthening of the screening intervals for people with no or mild diabetic eye disease at first screening assessment could be considered.
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Affiliation(s)
- Sophie Hill
- Ophthalmology Department, Auckland District Health Board, 214 Green Lane West, One Tree Hill, Epsom, Auckland 105, New Zealand
- Ophthalmology Department, University of Auckland, Grafton, Auckland 1023, New Zealand
| | - Peter Mullins
- Department of Statistics, University of Auckland, Faculty of Science, Science Centre 3030, Auckland 1010, New Zealand
| | - Rinki Murphy
- Ophthalmology Department, Auckland District Health Board, 214 Green Lane West, One Tree Hill, Epsom, Auckland 105, New Zealand
- Department of Medicine, University of Auckland, Building 507, Grafton, Auckland 1023, New Zealand
| | - Ole Schmiedel
- Ophthalmology Department, Auckland District Health Board, 214 Green Lane West, One Tree Hill, Epsom, Auckland 105, New Zealand
| | - Ehsan Vaghefi
- School of Optometry and Vision Science, University of Auckland, Grafton, Auckland 1023, New Zealand
| | - Jacqueline Ramke
- School of Optometry and Vision Science, University of Auckland, Grafton, Auckland 1023, New Zealand
- International Centre for Eye Health, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, United Kingdom
| | - David Squirrell
- Ophthalmology Department, Auckland District Health Board, 214 Green Lane West, One Tree Hill, Epsom, Auckland 105, New Zealand
- Ophthalmology Department, University of Auckland, Grafton, Auckland 1023, New Zealand
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16
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Tang X, Tan Y, Yang Y, Li M, He X, Lu Y, Shi G, Zhu Y, Nie Y, Li H, Mu P, Chen Y. Association of the Monocyte-to-High-Density Lipoprotein Cholesterol Ratio With Diabetic Retinopathy. Front Cardiovasc Med 2021; 8:707008. [PMID: 34621797 PMCID: PMC8490616 DOI: 10.3389/fcvm.2021.707008] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 08/27/2021] [Indexed: 01/09/2023] Open
Abstract
Background: Chronic inflammation in type 2 diabetes mellitus (T2DM) is an essential contributor to the development of diabetic retinopathy (DR). The monocyte–to–high-density lipoprotein cholesterol (HDL-C) ratio (MHR) is a novel and simple measure related to inflammatory and oxidative stress status. However, little is known regarding the role of the MHR in evaluating the development of DR. Methods: A total of 771 patients with T2DM and 607 healthy controls were enrolled in this cross-sectional study. MHR determination and eye examination were performed. The association of MHR with the prevalence of DR in T2DM patients was analyzed. Results: The MHR in patients with DR was significantly higher than that in both non-DR diabetic patients (P < 0.05) and healthy controls (P < 0.01). No significance was observed in the MHR of different DR severity grades. Moreover, the MHR was similar between patients with non-macular oedema and those with macular oedema. Logistic regression analysis demonstrated that MHR was independently associated with the prevalence of DR in diabetic patients [odds ratio (OR) = 1.438, 95% confidence interval (CI): 1.249–1.655, P < 0.01]. After additional stratification by HbA1c level and diabetic duration, the MHR was still independently associated with the prevalence of DR. Conclusions: Our study suggests that the MHR can be used as a marker to indicate the prevalence of DR in patients with T2DM.
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Affiliation(s)
- Xixiang Tang
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China.,VIP Medical Service Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ying Tan
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Yi Yang
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Mei Li
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China.,VIP Medical Service Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xuemin He
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Yan Lu
- Department of Clinical Immunology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Guojun Shi
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Yanhua Zhu
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Yuanpeng Nie
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Haicheng Li
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Panwei Mu
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Yanming Chen
- Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
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17
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Cheyne CP, Burgess PI, Broadbent DM, García-Fiñana M, Stratton IM, Criddle T, Wang A, Alshukri A, Rahni MM, Vazquez-Arango P, Vora JP, Harding SP. Incidence of sight-threatening diabetic retinopathy in an established urban screening programme: An 11-year cohort study. Diabet Med 2021; 38:e14583. [PMID: 33830513 DOI: 10.1111/dme.14583] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 03/10/2021] [Accepted: 03/22/2021] [Indexed: 12/22/2022]
Abstract
AIMS Systematic annual screening to detect sight-threatening diabetic retinopathy (STDR) is established in the United Kingdom. We designed an observational cohort study to provide up-to-date data for policy makers and clinical researchers on incidence of key screening endpoints in people with diabetes attending one screening programme running for over 30 years. METHODS All people with diabetes aged ≥12 years registered with general practices in the Liverpool health district were offered inclusion. Data sources comprised: primary care (demographics, systemic risk factors), Liverpool Diabetes Eye Screening Programme (retinopathy grading), Hospital Eye Services (slit lamp biomicroscopy assessment of screen positives). RESULTS 133,366 screening episodes occurred in 28,384 people over 11 years. Overall incidences were: screen positive 6.7% (95% CI 6.5-6.8), screen positive for retinopathy 3.1% (3.0-3.1), unassessable images 2.6% (2.5-2.7), other significant eye diseases 1.0% (1.0-1.1). 1.6% (1.6-1.7) had sight-threatening retinopathy confirmed by slit lamp biomicroscopy. The annual incidence of screen positive and screen positive for retinopathy showed consistent declines from 8.8%-10.6% and 4.4%-4.6% in 2007/09 to 4.4%-6.8% and 2.3%-2.9% in 2013/17, respectively. Rates of STDR (true positive) were consistently below 2% after 2008/09. Screen positive rates were higher in first time attenders (9.9% [9.4-10.2] vs. 6.1% [6.0-6.2]) in part due to ungradeable images (4.1% vs. 2.3%) and other eye disease (2.4% vs. 0.8%). 4.5% (3.9-5.2) of previous non-attenders had sight-threatening retinopathy. Compared with people with type 2 diabetes, those with type 1 disease demonstrated higher rates of screen positive (11.9% vs. 6.0%) and STDR (6.4% vs. 1.2%). Overall prevalence of any retinopathy was 27.2% (27.0-27.4). CONCLUSIONS In an established screening programme with a stable population screen, positive rates show a consistent fall over time to a low level. Of those who are screen positive, fewer than 50% are screen positive for diabetic retinopathy. Most are due to sight threatening maculopathy. The annual incidence of STDR is under 2% suggesting future work on redefining screen positive and supporting extended intervals for people at low risk. Higher rates of screen positive and STDR are seen in first time attenders. Those who have never attended for screening should be specifically targeted.
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Affiliation(s)
- Christopher P Cheyne
- Department of Health Data Science, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
| | - Philip I Burgess
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
- St Paul's Eye Unit, Liverpool University Hospitals NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, UK
| | - Deborah M Broadbent
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
- St Paul's Eye Unit, Liverpool University Hospitals NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, UK
| | - Marta García-Fiñana
- Department of Health Data Science, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
| | - Irene M Stratton
- Gloucestershire Retinal Research Group, Cheltenham General Hospital, Cheltenham, UK
| | - Ticiana Criddle
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
| | - Amu Wang
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
| | - Ayesh Alshukri
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
| | - Mehrdad M Rahni
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
| | - Pilar Vazquez-Arango
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
| | - Jiten P Vora
- Department of Diabetes and Endocrinology, Royal Liverpool University Hospital, Liverpool, UK
| | - Simon P Harding
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, UK
- St Paul's Eye Unit, Liverpool University Hospitals NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, UK
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18
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Thomas RL, Cheung WY, Rafferty JM, Luzio SD, Akbari A, Owens DR. Characteristics of repeat non-attenders at Diabetes Eye Screening Wales, a national community-based diabetes-related retinopathy screening service, during 2003-2018. Diabet Med 2021; 38:e14536. [PMID: 33545742 DOI: 10.1111/dme.14536] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 02/02/2021] [Indexed: 12/22/2022]
Abstract
AIMS To understand factors associated with repeat non-attendance at screening for diabetes-related retinopathy. METHODS Retrospective observational study using anonymised data from Diabetic Eye Screening Wales for people with a full history of screening invitations and attendances was linked with primary and secondary care records held in the Secure Anonymised Information Linkage Databank. Repeat non-attendance was defined as no record of attendance during any 36-month period despite three cycles of annual screening invitations. The associations between repeat non-attendance and potential risk factors were examined using multivariable logistic regression analysis, stratified according to type 1 and type 2 diabetes. RESULTS A total of 18% with type 1 diabetes (1146/6513) and 8% with type 2 diabetes (12,475/156,525) were repeat non-attenders. Participants attending their very first appointment were least likely to become repeat non-attenders [odds ratio (95% confidence interval)]: type 1 diabetes: 0.12 (0.09, 0.17) and type 2 diabetes: 0.08 (0.07, 0.09). For both types of diabetes, those of a younger age, living in areas of higher deprivation and subject to multiple house moves were at greater risk of becoming repeat non-attenders. CONCLUSION/INTERPRETATION A more tailored approach is needed for the younger population, those living in areas of higher deprivation and/or undergoing multiple residential relocation and to ensure attendance at their initial appointment to minimise future repeat non-attendance.
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Affiliation(s)
- Rebecca L Thomas
- Diabetes Research Group, Swansea University Medical School, Swansea, UK
| | - Wai-Yee Cheung
- Diabetes Research Group, Swansea University Medical School, Swansea, UK
| | - James M Rafferty
- Diabetes Research Group, Swansea University Medical School, Swansea, UK
| | - Stephen D Luzio
- Diabetes Research Group, Swansea University Medical School, Swansea, UK
| | | | - David R Owens
- Diabetes Research Group, Swansea University Medical School, Swansea, UK
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Kim J, Seong H, Son KJ, Chung EJ. Declined incidence of patients treated for vision-threatening diabetic retinopathy in South Korea: a 12-year nationwide population-based study. Graefes Arch Clin Exp Ophthalmol 2021; 260:101-111. [PMID: 34410486 DOI: 10.1007/s00417-021-05365-z] [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: 01/22/2021] [Revised: 08/02/2021] [Accepted: 08/03/2021] [Indexed: 10/20/2022] Open
Abstract
PURPOSE To determine the age- and sex-specific annual incidence rates of patients treated for VTDR and the factors associated with increased treatment rates in patients with type 2 diabetes mellitus (T2DM) in South Korea. METHODS This was a nationwide, retrospective, 12-year, population-based study. Patients aged over 30 years who were diagnosed with T2DM between 2006 and 2017 were included in this study. We evaluated the national health claims data acquired from the Korean National Health Insurance Service database. Main outcome measures were the annual incidence rates of patients treated for VTDR and the associated risk factors. RESULTS The age-adjusted annual incidence rate of patients treated for VTDR significantly decreased from 10.05 per 1000 T2DM patients in 2006 to 6.11 in 2017 (β = - 0.3192, P < 0.0001). The sex-adjusted annual incidence rate also significantly decreased in both men (β = - 0.2861, P < 0.0001) and women (β = - 0.3666, P < 0.0001). Cox hazard analysis showed that factors such as insulin use, young age, chronic kidney disease and male sex were significantly associated with increased rate of treatments for VTDR. In addition, the risk was lower for rural than for metropolitan residents. CONCLUSIONS Despite the increase in the number of T2DM patients in South Korea, the incidence rate of patients treated for VTDR decreases with early diagnosis and appropriate treatment. Therefore, it is important to detect and manage high-risk groups early to prevent visual impairment due to VTDR.
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Affiliation(s)
- Jiwon Kim
- Department of Ophthalmology, National Health Insurance Service Ilsan Hospital, #100 Ilsan-ro, Ilsandong-gu, Gyeonggi-do, 410-719, Goyang, Korea
| | - Hyojin Seong
- Department of Ophthalmology, National Health Insurance Service Ilsan Hospital, #100 Ilsan-ro, Ilsandong-gu, Gyeonggi-do, 410-719, Goyang, Korea.,Department of Ophthalmology, Yonsei University College of Medicine, Seoul, Korea
| | - Kang Ju Son
- Department of Research and Analysis, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Eun Jee Chung
- Department of Ophthalmology, National Health Insurance Service Ilsan Hospital, #100 Ilsan-ro, Ilsandong-gu, Gyeonggi-do, 410-719, Goyang, Korea.
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20
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Haider S, Thayakaran R, Subramanian A, Toulis KA, Moore D, Price MJ, Nirantharakumar K. Disease burden of diabetes, diabetic retinopathy and their future projections in the UK: cross-sectional analyses of a primary care database. BMJ Open 2021; 11:e050058. [PMID: 34253675 PMCID: PMC8276304 DOI: 10.1136/bmjopen-2021-050058] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES To estimate the current disease burden, trends and future projections for diabetes mellitus (DM) and diabetic retinopathy (DR) in the IQVIA Medical Research Data (IMRD). PARTICIPANTS/DESIGN/SETTING We performed a cross-sectional study of patients aged 12 and above to determine the prevalence of DM and DR from the IMRD database (primary care database) in January 2017, involving a total population of 1 80 824 patients with DM. We also carried out a series of cross-sectional studies to investigate prevalence trends, and then applied a double exponential smoothing model to forecast the future burden of DM and DR in the UK. RESULTS The crude DM prevalence in 2017 was 5.2%. The DR, sight-threatening retinopathy (STR) and diabetic maculopathy prevalence figures in 2017 were 33.78%, 12.28% and 7.86%, respectively, in our IMRD cross-sectional study. There were upward trends in the prevalence of DM, DR and STR, most marked and accelerating in STR in type 1 DM but slowing in type 2 DM, and in the overall prevalence of DR. CONCLUSION Our results suggest differential rising trends in the prevalence of DM and DR. Preventive strategies, as well as treatment services planning, can be based on these projected prevalence estimates. Improvements that are necessary for the optimisation of care pathways, and preparations to meet demand and capacity challenges, can also be based on this information. The limitations of the study can be overcome by a future collaborative study linking DR screening and hospital eye services data.
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Affiliation(s)
- Sajjad Haider
- Institute Of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Rasiah Thayakaran
- Institute Of Applied Health Research, University of Birmingham, Birmingham, UK
| | | | | | - David Moore
- Institute Of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Malcolm James Price
- Institute Of Applied Health Research, University of Birmingham, Birmingham, UK
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21
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Wang YL, Yang JY, Yang JY, Zhao XY, Chen YX, Yu WH. Progress of artificial intelligence in diabetic retinopathy screening. Diabetes Metab Res Rev 2021; 37:e3414. [PMID: 33010796 DOI: 10.1002/dmrr.3414] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 08/22/2020] [Accepted: 08/23/2020] [Indexed: 12/29/2022]
Abstract
Diabetic retinopathy (DR) is one of the leading causes of blindness worldwide, and the limited availability of qualified ophthalmologists restricts its early diagnosis. For the past few years, artificial intelligence technology has developed rapidly and has been applied in DR screening. The upcoming technology provides support on DR screening and improves the identification of DR lesions with a high sensitivity and specificity. This review aims to summarize the progress on automatic detection and classification models for the diagnosis of DR.
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Affiliation(s)
- Yue-Lin Wang
- Department of Ophthalmology, Peking Union Medical College Hospital & Chinese Academy of Medical Sciences, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Jing-Yun Yang
- Division of Statistics, School of Economics & Research Center of Financial Information, Shanghai University, Shanghai, China
- Rush Alzheimer's Disease Center & Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Jing-Yuan Yang
- Department of Ophthalmology, Peking Union Medical College Hospital & Chinese Academy of Medical Sciences, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xin-Yu Zhao
- Department of Ophthalmology, Peking Union Medical College Hospital & Chinese Academy of Medical Sciences, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - You-Xin Chen
- Department of Ophthalmology, Peking Union Medical College Hospital & Chinese Academy of Medical Sciences, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Wei-Hong Yu
- Department of Ophthalmology, Peking Union Medical College Hospital & Chinese Academy of Medical Sciences, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
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22
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Kelly SR, Loiselle AR, Pandey R, Combes A, Murphy C, Kavanagh H, Fitzpatrick P, Mooney T, Kearney P, Crabb DP, Keegan DJ. Factors associated with non-attendance in the Irish national diabetic retinopathy screening programme (INDEAR study report no. 2). Acta Diabetol 2021; 58:643-650. [PMID: 33483856 PMCID: PMC8076137 DOI: 10.1007/s00592-021-01671-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 01/04/2021] [Indexed: 01/09/2023]
Abstract
AIMS We aimed to determine the patient and screening-level factors that are associated with non-attendance in the Irish National Diabetic Retinal screening programme (Diabetic RetinaScreen). To accomplish this, we modelled a selection of predictors derived from the historical screening records of patients with diabetes. METHODS In this cohort study, appointment data from the national diabetic retinopathy screening programme (RetinaScreen) were extracted and augmented using publicly available meteorological and geospatial data. A total of 653,969 appointments from 158,655 patients were included for analysis. Mixed-effects models (univariable and multivariable) were used to estimate the influence of several variables on non-attendance to screening appointments. RESULTS All variables considered for analysis were statistically significant. Variables of note, with meaningful effect, were age (OR: 1.23 per decade away from 70; 95% CI: [1.22-1.24]), type 2 diabetes (OR: 1.10; 95% CI: [1.06-1.14]) and socio-economic deprivation (OR: 1.12; 95% CI: [1.09-1.16]). A majority (52%) of missed appointments were from patients who had missed three or more appointments. CONCLUSIONS This study is the first to outline factors that are associated with non-attendance within the Irish national diabetic retinopathy screening service. In particular, when corrected for age and other factors, patients with type 2 diabetes had higher rates of non-attendance. Additionally, this is the first study of any diabetic screening programme to demonstrate that weather may influence attendance. This research provides unique insight to guide the implementation of an optimal and cost-effective intervention strategy to improve attendance.
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Affiliation(s)
- Stephen R Kelly
- Mater Retina Research Group, Mater Misericordiae University Hospital, Dublin, Ireland.
| | - Allison R Loiselle
- Department of Ophthalmology, University Medical Centre Groningen, Groningen, Netherlands
| | - Rajiv Pandey
- Mater Retina Research Group, Mater Misericordiae University Hospital, Dublin, Ireland
| | | | - Colette Murphy
- Diabetic RetinaScreen, National Screening Service, Health Service Executive, Cork, Ireland
| | - Helen Kavanagh
- Diabetic RetinaScreen, National Screening Service, Health Service Executive, Cork, Ireland
| | - Patricia Fitzpatrick
- Programme Evaluation Unit, National Screening Service, Health Service Executive, Dublin, Ireland
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Therese Mooney
- Programme Evaluation Unit, National Screening Service, Health Service Executive, Dublin, Ireland
| | - Patricia Kearney
- Department of Epidemiology, University College Cork, Cork, Ireland
| | - David P Crabb
- Optometry and Visual Sciences, School of Health Sciences, City, University of London, London, UK
| | - David J Keegan
- Mater Retina Research Group, Mater Misericordiae University Hospital, Dublin, Ireland
- Diabetic RetinaScreen, National Screening Service, Health Service Executive, Cork, Ireland
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Stock L, Roeck D, Fritsche A, Ziemssen T, Ziemssen F. [Interdisciplinary communication: ophthalmologists' letters to practices specializing in diabetic patients]. Ophthalmologe 2021; 118:374-382. [PMID: 32676697 PMCID: PMC8043875 DOI: 10.1007/s00347-020-01179-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Ophthalmologists' letters and medical reports play an important role in the interdisciplinary cooperation between general practitioner, internist, diabetologist and ophthalmologist providing means of information and communication for the avoidance, delay and treatment of diabetic retinopathy (DR). METHODS In a cross-sectional study (NCT02311504) the ophthalmologicsts' letters and other clinical parameters were extracted from electronic patient records (EPR) of 810 patients with diabetes. Files were classified into different categories of formats, tested with respect to topicality and content structure and analyzed according to the topic complex of the national treatment guidelines for retinal complications. RESULTS In 59% of the patients an ophthalmologist's medical report was identified in the EPR. Of these, 26% were computer-generated documents, 73% were handwritten. 55% used the standard form of the national guidelines, 21% were self-designed formats, 16% detailed letters, 5% short reports and 3% short messages. The information was written on average 19 months ago. Of the documents 25% were older than 2 years at the time of the study. Of the patients 75% visited an ophthalmologist in the previous 12 months, yielding a report rate of only 40%. The prevalence of DR reported in the forms was 12%, in detailed letters 32%. CONCLUSION Although standardized forms are widely distributed in the ophthalmologists' communication with diabetologists, there is room for improvement in the face of the low report rate to enable a timely consideration of relevant findings. The high number of handwritten documents shows the large untapped potential of electronic formats in the interdisciplinary communication.
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Affiliation(s)
- Lydia Stock
- Center for Ophthalmology, Eberhard Karl University of Tuebingen, Tuebingen, Deutschland
| | - Daniel Roeck
- Center for Ophthalmology, Eberhard Karl University of Tuebingen, Tuebingen, Deutschland
| | - Andreas Fritsche
- Division of Endocrinology, Diabetology, Vascular Disease, Nephrology and Clinical Chemistry, Department of Internal Medicine, University of Tuebingen, Tuebingen, Deutschland
| | - Tjalf Ziemssen
- Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Deutschland
| | - Focke Ziemssen
- Center for Ophthalmology, Eberhard Karl University of Tuebingen, Tuebingen, Deutschland.
- University Eye Hospital Tuebingen, Elfriede-Aulhorn-Str. 7, 72076, Tuebingen, Deutschland.
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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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25
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Sharif A, Jendle J, Hellgren KJ. Screening for Diabetic Retinopathy with Extended Intervals, Safe and Without Compromising Adherence: A Retrospective Cohort Study. Diabetes Ther 2021; 12:223-234. [PMID: 33165837 PMCID: PMC7649703 DOI: 10.1007/s13300-020-00957-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 10/21/2020] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Screening for diabetic retinopathy (DR) prevents blindness through the early detection of sight-threatening retinal microvascular lesions that respond to timely local treatment. However, the provision of easy and regular access to DR screening programs is currently being challenged by the increasing prevalence of diabetes. One proposed solution is to extend the screening interval for patients at low risk for progression of retinopathy. To date, most providers of screening programs have hesitated to implement a strategy of extended intervals due to the lack of data on whether adherence and safety are compromised when retinal examinations occur less frequently. In the study reported here, we investigated adherence to the screening program and progression of retinopathy in patients with type 2 diabetes participating in a DR screening program with extended intervals. METHODS This was a retrospective study that included 1000 patients with type 2 diabetes mellitus who attended a screening program for DR. The patients were consecutively placed into a low-risk patient cohort with no retinopathy or into an intermediate-risk patient cohort with mild retinopathy (each cohort n = 500). Screening intervals were 36 months for the low-risk cohort and 18 months for the intermediate-risk cohort. RESULTS The 1000 subjects enrolled in the study had a median age of 68 (interquartile range 12) years and 60.4% were men. At the follow-up screening visit, data on 102 subjects were not included in the analysis of adherence rate due to death, severe systemic illness, other concurrent eye disease or migration. Among the 898 remaining subjects, adherence to the screening program was 93.7% (413/443) in the 36-month group and 98.3% (449/455) in the 18-month group (p < 0.0001). Non-adherence decreased with increasing age (odds ratio 0.92, 95% confidence interval 0.888-0.954, p = 0.0005). At follow-up, 65 subjects showed progression of retinopathy; none had worse than moderate retinopathy. Risk factors for DR and treatment for hyperglycemia, hypertension and hyperlipidemia were compared among subjects in the low-risk cohort: non-adherent subjects did not differ from their adherent counterparts without progression of DR, but the former had a shorter duration of diabetes and higher diastolic blood pressure than adherent subjects with progression of DR (4.5 vs. 7.5 years, p = 0.007; and 80 vs. 75 mmHg, p = 0.02, respectively). CONCLUSION The results suggest that screening DR at extended intervals can be achieved with high adherence rates without compromising patient safety. However, younger subjects and those at higher risk of progression may require extra attention.
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Affiliation(s)
- Ali Sharif
- Department of Ophthalmology, Karlstad Hospital, Region Värmland, Karlstad, Sweden.
- Diabetes Endocrinology and Metabolism Research Center, Örebro University, Örebro, Sweden.
- Institute of Medical Sciences, Örebro University, Örebro, Sweden.
| | - Johan Jendle
- Diabetes Endocrinology and Metabolism Research Center, Örebro University, Örebro, Sweden
- Institute of Medical Sciences, Örebro University, Örebro, Sweden
| | - Karl-Johan Hellgren
- Department of Ophthalmology, Karlstad Hospital, Region Värmland, Karlstad, Sweden
- Diabetes Endocrinology and Metabolism Research Center, Örebro University, Örebro, Sweden
- Institute of Medical Sciences, Örebro University, Örebro, Sweden
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Kiran T, Moonen G, Bhattacharyya OK, Agarwal P, Bajaj HS, Kim J, Ivers N. Prise en charge du diabète de type 2 en soins primaires durant la pandémie de la COVID-19. CANADIAN FAMILY PHYSICIAN MEDECIN DE FAMILLE CANADIEN 2020; 66:e264-e267. [PMID: 33077467 PMCID: PMC7571665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Affiliation(s)
- Tara Kiran
- Titulaire de la Chaire Fidani en amélioration et en innovation à l'Université de Toronto (Ontario), professeur agrégée au Département de médecine familiale et communautaire (DMFC) de l'Hôpital St Michael's et de l'Université of Toronto, et scientifique au MAP Centre for Urban Health Solutions
| | - Gray Moonen
- Résident de deuxième année en médecine familiale à l'Hôpital Toronto Western et au DMFC de l'Université de Toronto
| | - Onil K Bhattacharyya
- Professeur agrégé à l'Hôpital Women's College et au DMFC de l'Université de Toronto
| | - Payal Agarwal
- Boursière de recherche en innovation à l'Hôpital Women's College Hospital et chargée de cours au DMFC de l'Université de Toronto
| | - Harpreet S Bajaj
- Vice-président du Comité des lignes directrices de pratique clinique de Diabète Canada à Toronto
| | - James Kim
- Professeur adjoint de clinique à l'Université de Calgary (Alberta) et membre du Comité des lignes directrices de pratique clinique de Diabète Canada
| | - Noah Ivers
- Médecin de famille à l'Hôpital Women's College et professeur agrégé au DMFC de l'Université de Toronto
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Kiran T, Moonen G, Bhattacharyya OK, Agarwal P, Bajaj HS, Kim J, Ivers N. Managing type 2 diabetes in primary care during COVID-19. CANADIAN FAMILY PHYSICIAN MEDECIN DE FAMILLE CANADIEN 2020; 66:745-747. [PMID: 33077454 PMCID: PMC7571649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Affiliation(s)
- Tara Kiran
- Fidani Chair in Improvement and Innovation at the University of Toronto in Ontario, Associate Professor in the Department of Family and Community Medicine (DFCM) at St Michael's Hospital and the University of Toronto, and Scientist in the MAP Centre for Urban Health Solutions
| | - Gray Moonen
- Second-year family medicine resident at Toronto Western Hospital and in the DFCM at the University of Toronto
| | - Onil K Bhattacharyya
- Associate Professor at Women's College Hospital and in the DFCM at the University of Toronto
| | - Payal Agarwal
- Innovation Fellow at Women's College Hospital and Lecturer in the DFCM at the University of Toronto
| | - Harpreet S Bajaj
- Vice-Chair of the Diabetes Canada Clinical Practice Guidelines Committee in Toronto
| | - James Kim
- Clinical Assistant Professor at the University of Calgary in Alberta and a member of the Diabetes Canada Clinical Practice Guidelines Committee
| | - Noah Ivers
- Family physician at Women's College Hospital and Associate Professor in the DFCM at the University of Toronto
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28
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Thomas RL, Winfield TG, Prettyjohns M, Dunstan FD, Cheung WY, Anderson PM, Peter R, Luzio SD, Owens DR. Cost-effectiveness of biennial screening for diabetes related retinopathy in people with type 1 and type 2 diabetes compared to annual screening. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2020; 21:993-1002. [PMID: 32385543 PMCID: PMC7423794 DOI: 10.1007/s10198-020-01191-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 04/21/2020] [Indexed: 05/05/2023]
Abstract
OBJECTIVE Examine the health and economic impact of extending screening intervals in people with Type 2 diabetes (T2DM) and Type 1 diabetes (T1DM) without diabetes-related retinopathy (DR). SETTING Diabetic Eye Screening Wales (DESW). STUDY DESIGN Retrospective observational study with cost-utility analysis (CUA) and Decremental Cost-Effectiveness Ratios (DCER) study. INTERVENTION Biennial screening versus usual care (annual screening). INPUTS Anonymised data from DESW were linked to primary care data for people with two prior screening events with no DR. Transition probabilities for progression to DR were estimated based on a subset of 26,812 and 1232 people with T2DM and T1DM, respectively. DCER above £20,000 per QALY was considered cost-effective. RESULTS The base case analysis DCER results of £71,243 and £23,446 per QALY for T2DM and T1DM respectively at a 3.5% discount rate and £56,822 and £14,221 respectively when discounted at 1.5%. Diabetes management represented by the mean HbA1c was 7.5% for those with T2DM and 8.7% for T1DM. SENSITIVITY ANALYSIS Extending screening to biennial based on HbA1c, being the strongest predictor of progression of DR, at three levels of HbA1c 6.5%, 8.0% and 9.5% lost one QALY saving the NHS £106,075; £58,653 and £31,626 respectively for T2DM and £94,696, £37,646 and £11,089 respectively for T1DM. In addition, extending screening to biennial based on the duration of diabetes > 6 years for T2DM per QALY lost, saving the NHS £54,106 and for 6-12 and > 12 years for T1DM saving £83,856, £23,446 and £13,340 respectively. CONCLUSIONS Base case and sensitivity analyses indicate biennial screening to be cost-effective for T2DM irrespective of HbA1c and duration of diabetes. However, the uncertainty around the DCER indicates that annual screening should be maintained for those with T1DM especially when the HbA1c exceeds 80 mmol/mol (9.5%) and duration of diabetes is greater than 12 years.
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Affiliation(s)
- Rebecca L Thomas
- Diabetes Research Unit Cymru, Swansea University Medical School, Singleton Park, Swansea, SA2 8PP, UK.
| | | | | | - Frank D Dunstan
- Institute of Primary Care and Public Health, Cardiff University, Heath Park, Cardiff, CF14 4XN, UK
| | - Wai-Yee Cheung
- Diabetes Research Unit Cymru, Swansea University Medical School, Singleton Park, Swansea, SA2 8PP, UK
| | - Philippa M Anderson
- Swansea Centre for Health Economics, College of Human and Health Sciences, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | - Rajesh Peter
- Swansea Bay University Health Board, Neath Port Talbot Hospital, Baglan Way, Port Talbot, West Glamorgan, SA12 7BX, UK
| | - Stephen D Luzio
- Diabetes Research Unit Cymru, Swansea University Medical School, Singleton Park, Swansea, SA2 8PP, UK
| | - David R Owens
- Diabetes Research Unit Cymru, Swansea University Medical School, Singleton Park, Swansea, SA2 8PP, UK
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29
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Alzaid A, Ladrón de Guevara P, Beillat M, Lehner Martin V, Atanasov P. Burden of disease and costs associated with type 2 diabetes in emerging and established markets: systematic review analyses. Expert Rev Pharmacoecon Outcomes Res 2020; 21:785-798. [PMID: 32686530 DOI: 10.1080/14737167.2020.1782748] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Objectives: To estimate the clinical and economic burden of type 2 diabetes (T2D) in established (EST) and emerging markets (EMG).Methods: Three systematic literature reviews were conducted in MEDLINE and Embase to capture all relevant publications reporting 1) the epidemiology of T2D and complications in T2D and 2) the economic burden of T2D and associated complications.Results: In total, 294 studies were included in this analysis. Evidence indicates a high and increasing overall prevalence of T2D globally, ranging up to 23% in EMG markets and 14% in EST markets. Undiagnosed cases were higher in EMG versus EST markets (up to 67% vs 38%), potentially due to a lack of education and disease awareness in certain regions, that could lead to important clinical and economic consequences. Poor glycemic control was associated with the development of several complications (e.g. retinopathy, cardiovascular diseases and nephropathy) that increase the risk of morbidity and mortality. Direct costs were up to 9-fold higher in patients with vs without T2D-related complications.Conclusions: The burden of T2D, related complications and inherent costs are higher in emerging versus established market countries. This review explores potential strategies to reduce costs and enhance outcomes of T2D treatment in developing countries.
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Affiliation(s)
- Aus Alzaid
- Consultant Diabetologist, Riyadh, Saudi Arabia
| | - Patricia Ladrón de Guevara
- Health Economics & Market Access, Health Economics and Market Access, Amaris Consulting, Barcelona, Spain
| | - Maud Beillat
- Global Market Access, Health Economics & Outcomes Research, Servier Global Market Access & HEOR, France
| | | | - Petar Atanasov
- Health Economics & Market Access, Health Economics and Market Access, Amaris Consulting, Barcelona, Spain
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Chamard C, Daien V, Erginay A, Gautier JF, Villain M, Tadayoni R, Carriere I, Massin P. Ten-year incidence and assessment of safe screening intervals for diabetic retinopathy: the OPHDIAT study. Br J Ophthalmol 2020; 105:432-439. [PMID: 32522790 DOI: 10.1136/bjophthalmol-2020-316030] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 04/23/2020] [Accepted: 05/14/2020] [Indexed: 11/04/2022]
Abstract
BACKGROUND To estimate the 10-year incidence of referable diabetic retinopathy (DR) in a French population with type 1 and 2 diabetes mellitus (DM). A secondary objective was the assessment of safe screening intervals in patients with diabetes without retinopathy. METHODS Observational, prospective and multicentric study between June 2004 and September 2017 based on a regional screening programme for DR in the Paris region. The incidence of referable DR in patients without retinopathy at baseline was calculated by the Turnbull survival estimator. A safe screening interval was defined as a 95% probability of remaining without referable DR. RESULTS Among the 25 745 participants with type 1 (n=6086) or type 2 (n=19 659) DM, the 10-year cumulative incidence of referable DR was 19.10% (95% CI 17.21% to 21.14%) and 17.03% (15.78% to 18.35%), median (IQR) follow-up=3.33 (4.24) years. The safe screening interval for patients without DR at the first examination for type 1 and 2 DM was 2.2 (95% CI 2.0 to 2.4) and 3.0 (2.9 to 3.1) years, respectively. In a subgroup of low-risk patients with type 2 DM, the safe screening interval was 4.2 (3.8 to 4.6) years. CONCLUSIONS These data suggest that in Paris area, a 2-year, 3-year and 4-year screening interval was considered safe for type 1 DM, type 2 DM and for low-risk patients with type 2 DM, respectively, without DR at the first examination. While these data might be used to support the consideration of extending screening intervals, a randomised clinical trial would be suitable to confirm the safety for patients with DM.
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Affiliation(s)
- Chloé Chamard
- Ophthalmology, University Hospital Montpellier, Montpellier, France.,Univ. Montpellier, Inserm, Neuropsychiatry: epidemiological and clinical research, PSNREC, Montpellier, France
| | - Vincent Daien
- Ophthalmology, University Hospital Montpellier, Montpellier, France .,Univ. Montpellier, Inserm, Neuropsychiatry: epidemiological and clinical research, PSNREC, Montpellier, France
| | - Ali Erginay
- Ophthalmology Department, Assistance Publique des Hôpitaux de Paris, Paris, France
| | | | - Max Villain
- Ophthalmology, University Hospital Montpellier, Montpellier, France
| | - Ramin Tadayoni
- Ophthalmology Department, Assistance Publique des Hôpitaux de Paris, Paris, France
| | - Isabelle Carriere
- Univ. Montpellier, Inserm, Neuropsychiatry: epidemiological and clinical research, PSNREC, Montpellier, France
| | - Pascale Massin
- Ophthalmology Department, Assistance Publique des Hôpitaux de Paris, Paris, France
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31
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Li X, Shen L, Shen M, Tan F, Qiu CS. Deep learning based early stage diabetic retinopathy detection using optical coherence tomography. Neurocomputing 2019. [DOI: 10.1016/j.neucom.2019.08.079] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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32
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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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Thomas RL, Halim S, Gurudas S, Sivaprasad S, Owens DR. IDF Diabetes Atlas: A review of studies utilising retinal photography on the global prevalence of diabetes related retinopathy between 2015 and 2018. Diabetes Res Clin Pract 2019; 157:107840. [PMID: 31733978 DOI: 10.1016/j.diabres.2019.107840] [Citation(s) in RCA: 185] [Impact Index Per Article: 30.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 09/06/2019] [Indexed: 10/25/2022]
Abstract
AIMS The purpose of this study is to assess the prevalence of diabetic retinopathy (DR) world-wide from articles published since 2015 where the assessment of the presence and severity of DR was based on retinal images. METHODS A total of 4 databases were searched for the MESH terms diabetic retinopathy and prevalence. Of 112 publications 32 studies were included and individual data pooled for analysis. The presence of any DR or diabetic macular edema (DME) was recorded and severity as mild, moderate or severe non-proliferative DR (NPDR), proliferative DR (PDR) and DME and/or clinically significant macular edema (CSME). The level of severity of DR reported refer to persons with diabetes and not individual eyes. RESULTS The global prevalence of DR and DME, for the period 2015 to 2019 were 27.0% for any DR comprising of 25.2%, NPDR, 1.4% PDR and 4.6% DME. The lowest prevalence was in Europe at 20.6% and South East Asia at 12.5% and highest in Africa at 33.8%, Middle East and North Africa 33.8%, and the Western Pacific region at 36.2%. CONCLUSIONS This study illustrated difficulties in deriving a meaningful global prevalence rate for DR and DME due to the lack of uniformity in defining the study populations, methodological differences, retinal image capture and grading criteria. Therefore, international consensus is required using a minimal data set for future studies.
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Affiliation(s)
- R L Thomas
- Diabetes Research Unit Cymru, Swansea University, Wales, United Kingdom
| | - S Halim
- Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom
| | - S Gurudas
- Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom
| | - S Sivaprasad
- Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom
| | - D R Owens
- Diabetes Research Unit Cymru, Swansea University, Wales, United Kingdom.
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34
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Groeneveld Y, Tavenier D, Blom J, Polak B. Incidence of sight-threatening diabetic retinopathy in people with Type 2 diabetes mellitus and numbers needed to screen: a systematic review. Diabet Med 2019; 36:1199-1208. [PMID: 30677170 PMCID: PMC6767411 DOI: 10.1111/dme.13908] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/22/2019] [Indexed: 12/20/2022]
Abstract
AIM To investigate the incidence of sight-threatening diabetic retinopathy in Type 2 diabetes mellitus. BACKGROUND In most countries, yearly or biennial screening intervals for diabetic retinopathy in people with Type 2 diabetes are recommended. Fewer screening sessions reduce the effort required of people with Type 2 diabetes and reduce healthcare costs. METHODS We conducted a search of PubMed, Embase, Web of Science and the COCHRANE Library for studies published betweeen 1 January 2000 and 1 January 2017. Eligible studies were those that included general populations of >100 people with Type 2 diabetes mellitus. Additional study population criteria were absence of moderate diabetic retinopathy or more severe diabetic retinopathy at last screening session and at least two gradable retinal screening sessions. Outcomes of interest in the included studies were moderate and severe non-proliferative diabetic retinopathy (R2), proliferative diabetic retinopathy (R3) or maculopathy (M1), collectively known as sight-threatening or referable diabetic retinopathy. RESULTS A total of 17 studies were included. In people with Type 2 diabetes without or with only mild diabetic retinopathy at baseline, the average incidence rates of sight-threatening diabetic retinopathy were ~1 per 100 person-years and ~8 per 100 person-years, respectively. The average numbers needed to screen to detect one case of sight-threatening diabetic retinopathy were 175 and 19 in people without and with mild retinopathy at last screening, respectively. CONCLUSION In people with Type 2 diabetes without retinopathy at last screening, the incidence of severe sight-threatening retinopathy at the subsequent screening session was low. In people with mild retinopathy, progression to sight-threatening diabetic retinopathy was nearly 10-fold higher. This review supports lengthening of the screening interval of patients with Type 2 diabetes without retinopathy at last screening session.
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Affiliation(s)
- Y. Groeneveld
- Department of Public Health and Primary CareLeiden University Medical CentreLeidenThe Netherlands
| | - D. Tavenier
- Group Practice AsklepiosEMGO Institute for Health and Care ResearchVU University Medical CentreBarneveldThe Netherlands
| | - J.W. Blom
- Department of Public Health and Primary CareLeiden University Medical CentreLeidenThe Netherlands
| | - B.C.P. Polak
- Department of OphthalmologyEMGO Institute for Health and Care ResearchUniversitair Medische Centra AmsterdamAmsterdamThe Netherlands
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35
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Li JQ, Welchowski T, Schmid M, Letow J, Wolpers C, Pascual-Camps I, Holz FG, Finger RP. Prevalence, incidence and future projection of diabetic eye disease in Europe: a systematic review and meta-analysis. Eur J Epidemiol 2019; 35:11-23. [PMID: 31515657 DOI: 10.1007/s10654-019-00560-z] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 09/04/2019] [Indexed: 12/19/2022]
Abstract
To examine the prevalence and incidence of diabetic eye disease (DED) among individuals with diabetes in Europe, a systematic review to identify all published European prevalence and incidence studies of DED in individuals with diabetes managed in primary health care was performed according to the MOOSE and PRISMA guidelines. The databases Medline, Embase and Web of Science were searched to 2 September 2017. Meta-analyses and meta-regressions were performed. The pooled prevalence estimates were applied to diabetes prevalence rates provided by the International Diabetes Foundation atlas and Eurostat population data, and extrapolated to the year 2050. Data of 35 prevalence and four incidence studies were meta-analyzed. Any diabetic retinopathy (DR) and diabetic macular edema (DME) were prevalent in 25.7% (95% CI 22.8-28.8%) and 3.7% (95% CI 2.2-6.2%), respectively. In meta-regression, the prevalence of DR in persons with type 1 diabetes was significantly higher compared to persons with type 2 diabetes (54.4% vs. 25.0%). The pooled mean annual incidence of any DR and DME in in persons with type 2 diabetes was 4.6% (95% CI 2.3-8.8%) and 0.4% (95% CI 0.5-1.4%), respectively. We estimated that persons with diabetes affected by any DED in Europe will increase from 6.4 million today to 8.6 million in 2050, of whom 30% require close monitoring and/or treatment. DED is estimated to be present in more than a quarter of persons with type 2 diabetes and half of persons with type 1 diabetes underlining the importance of regular monitoring. Future health services need to be planned accordingly.
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Affiliation(s)
- Jeany Q Li
- Department of Ophthalmology, University of Bonn, Ernst-Abbe-Str. 2, 53127, Bonn, Germany
| | - Thomas Welchowski
- Department of Medical Biometry, Informatics and Epidemiology, University of Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Matthias Schmid
- Department of Medical Biometry, Informatics and Epidemiology, University of Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Julia Letow
- Department of Ophthalmology, University of Bonn, Ernst-Abbe-Str. 2, 53127, Bonn, Germany
| | - Caroline Wolpers
- Department of Ophthalmology, University of Bonn, Ernst-Abbe-Str. 2, 53127, Bonn, Germany
| | - Isabel Pascual-Camps
- Department of Ophthalmology, Hospital Universitario y Politécnico La Fe, 46026, Valencia, Spain
| | - Frank G Holz
- Department of Ophthalmology, University of Bonn, Ernst-Abbe-Str. 2, 53127, Bonn, Germany
| | - Robert P Finger
- Department of Ophthalmology, University of Bonn, Ernst-Abbe-Str. 2, 53127, Bonn, Germany.
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Qin F, Jing L, Jia L, Lou J, Feng Y, Long W, Yang H, Shi R. Retinopathy among Chinese subjects with type 2 diabetes mellitus in Shanghai: A community-based follow-up study. Int J Health Plann Manage 2019; 34:998-1012. [PMID: 31373063 DOI: 10.1002/hpm.2870] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
OBJECTIVE To determine the incidence, progression, and regression rates of diabetic retinopathy (DR), as well as their associated factors, in Chinese type 2 diabetic patients. METHODS Diabetic patients who participated in a previous survey were recruited for a 1-year follow-up study. Nonmydriatic fundus photographs were acquired to assess the severity of DR as per the International Clinical Diabetic Retinopathy Disease Severity Scale (2002). Factors that potentially influence DR outcomes, including its incidence, progression, and regression, were identified via statistical analyses. RESULTS We initially recruited 2453 subjects, among whom 2331 were followed and included in the final analysis. The incidences of new and progressed (ie, ≥2 scale steps) DR were 10.6% and 6.1%, respectively. Moreover, 7.3% of patients with established DR at baseline experienced complete regression. Multivariate logistic regression analysis revealed that high glycosylated haemoglobin (HbA1c) (odds ratio [OR] = 1.50, P = .021) and hyperlipidaemia (OR = 1.46, P = .025) were independent predictors of DR development, high HbA1c (OR = 4.16, P = .027) and macroalbuminuria (OR = 5.60, P = .010) predicted DR progression, and low HbA1c (OR = 0.20, P = .001) and low triglyceride levels (OR = 0.34, P = .026) were associated with DR regression. CONCLUSIONS Albumin and HbA1c levels should be closely monitored as signs of progressive retinal damage in diabetic subjects. Optimized control of glucose and triglyceride levels is vital for reducing the incidence of DR or promoting its regression in afflicted patients.
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Affiliation(s)
- Fei Qin
- School of Public Health, Shanghai Jiao Tong University, Shanghai, China
| | - Limei Jing
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Lili Jia
- Shanghai Sixth People's Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Jieqiong Lou
- Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Yi Feng
- School of Public Health, Shanghai Jiao Tong University, Shanghai, China
| | - Wen Long
- Shanghai Huangpu District Center for Disease Control and Prevention, Shanghai, China
| | - Hui Yang
- School of Public Health, Shanghai Jiao Tong University, Shanghai, China
| | - Rong Shi
- School of Public Health, Shanghai Jiao Tong University, Shanghai, China.,School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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Wang Y, Tao J, Jiang M, Yao Y. Apocynin ameliorates diabetic retinopathy in rats: Involvement of TLR4/NF-κB signaling pathway. Int Immunopharmacol 2019; 73:49-56. [PMID: 31078925 DOI: 10.1016/j.intimp.2019.04.062] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 04/24/2019] [Accepted: 04/30/2019] [Indexed: 01/01/2023]
Abstract
Diabetic retinopathy is a diabetes complication. During diabetic retinopathy development, the TLR4/NF-κB pathway is up-regulated. Apocynin is a nicotinamide adenine dinucleotide phosphate oxidase blocker which can reduce the superoxide radicals. It is demonstrated that apocynin can inhibit TLR4/NF-κB pathway in rats. We aim to figure out whether apocynin treatment is benefit for the diabetic retinopathy in rat model. The diabetes in rats was induced by streptozotocin. The treatment of apocynin (16 mg/kg/day) or vehicle in diabetic rat model was maintained for 12 weeks. The expression levels of relative genes in this research were shown through Western blot and qRT-PCR. Morphology of the retinas was shown by Hematoxylin-Eosin staining. The treatment of apocynin ameliorated biochemical indexes in diabetic rats and rescued the morphology of the retinas. After a 12 weeks apocynin treatment, the cell apoptosis, oxidative stress, and inflammatory in retina was reduced in diabetic rats. TLR4/NF-κB signaling pathway activity in diabetic rat retina was inhibited by apocynin. Based on our study, the treatment of apocynin ameliorates diabetic retinopathy in rats. The TLR4/NF-κB signaling pathway inhibition by apocynin is involved in this process. This result indicated a great therapeutic potential of apocynin in diabetic retinopathy treatment.
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Affiliation(s)
- Yixin Wang
- Department of Ophthalmology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, Jiangsu, China
| | - Jianxin Tao
- Department of Ophthalmology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, Jiangsu, China
| | - Minfeng Jiang
- Department of Ophthalmology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, Jiangsu, China
| | - Yong Yao
- Department of Ophthalmology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, Jiangsu, China.
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38
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Dong PT, Lin H, Huang KC, Cheng JX. Label-free quantitation of glycated hemoglobin in single red blood cells by transient absorption microscopy and phasor analysis. SCIENCE ADVANCES 2019; 5:eaav0561. [PMID: 31093524 PMCID: PMC6510558 DOI: 10.1126/sciadv.aav0561] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 03/27/2019] [Indexed: 06/09/2023]
Abstract
As a stable and accurate biomarker, glycated hemoglobin (HbA1c) is clinically used to diagnose diabetes with a threshold of 6.5% among total hemoglobin (Hb). Current methods such as boronate affinity chromatography involve complex processing of large-volume blood samples. Moreover, these methods cannot measure HbA1c fraction at single-red blood cell (RBC) level, thus unable to separate the contribution from other factors such as RBC lifetime. Here, we demonstrate a spectroscopic transient absorption imaging approach that is able to differentiate HbA1c from Hb on the basis of their distinct excited-state dynamics. HbA1c fraction inside a single RBC is derived quantitatively through phasor analysis. HbA1c fraction distribution of diabetic blood is apparently different from that of healthy blood. A mathematical model is developed to derive the long-term blood glucose concentration. Our technology provides a unique way to study heme modification and to derive clinically important information void of bloodstream glucose fluctuation.
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Affiliation(s)
- Pu-Ting Dong
- Department of Chemistry, Boston University, Boston, MA 02215, USA
| | - Haonan Lin
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
| | - Kai-Chih Huang
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
| | - Ji-Xin Cheng
- Department of Chemistry, Boston University, Boston, MA 02215, USA
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Department of Electrical and Computer Engineering, Boston University, Boston, MA 02215, USA
- Photonics Center, Boston University, Boston, MA 02215, USA
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39
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Ting DSW, Cheung CY, Nguyen Q, Sabanayagam C, Lim G, Lim ZW, Tan GSW, Soh YQ, Schmetterer L, Wang YX, Jonas JB, Varma R, Lee ML, Hsu W, Lamoureux E, Cheng CY, Wong TY. Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study. NPJ Digit Med 2019; 2:24. [PMID: 31304371 PMCID: PMC6550209 DOI: 10.1038/s41746-019-0097-x] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Accepted: 03/01/2019] [Indexed: 02/07/2023] Open
Abstract
In any community, the key to understanding the burden of a specific condition is to conduct an epidemiological study. The deep learning system (DLS) recently showed promising diagnostic performance for diabetic retinopathy (DR). This study aims to use DLS as the grading tool, instead of human assessors, to determine the prevalence and the systemic cardiovascular risk factors for DR on fundus photographs, in patients with diabetes. This is a multi-ethnic (5 races), multi-site (8 datasets from Singapore, USA, Hong Kong, China and Australia), cross-sectional study involving 18,912 patients (n = 93,293 images). We compared these results and the time taken for DR assessment by DLS versus 17 human assessors - 10 retinal specialists/ophthalmologists and 7 professional graders). The estimation of DR prevalence between DLS and human assessors is comparable for any DR, referable DR and vision-threatening DR (VTDR) (Human assessors: 15.9, 6.5% and 4.1%; DLS: 16.1%, 6.4%, 3.7%). Both assessment methods identified similar risk factors (with comparable AUCs), including younger age, longer diabetes duration, increased HbA1c and systolic blood pressure, for any DR, referable DR and VTDR (p > 0.05). The total time taken for DLS to evaluate DR from 93,293 fundus photographs was ~1 month compared to 2 years for human assessors. In conclusion, the prevalence and systemic risk factors for DR in multi-ethnic population could be determined accurately using a DLS, in significantly less time than human assessors. This study highlights the potential use of AI for future epidemiology or clinical trials for DR grading in the global communities.
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Grants
- This project received funding from National Medical Research Council (NMRC), Ministry of Health (MOH), Singapore (National Health Innovation Center, Innovation to Develop Grant (NHIC-I2D-1409022); Health Service Research Grant; SingHealth Foundation Research Grant (SHF/FG648S/2015), and the Tanoto Foundation. For Singapore Epidemiology of Eye Diseases (SEED) study, we received funding from NMRC, MOH (grants 0796/2003, IRG07nov013, IRG09nov014, STaR/0003/2008 & STaR/2013; CG/SERI/2010) and Biomedical Research Council (grants 08/1/35/19/550, 09/1/35/19/616). The Singapore Diabetic Retinopathy Program (SiDRP) received funding from the MOH, Singapore (grants AIC/RPDD/SIDRP/SERI/FY2013/0018 & AIC/HPD/FY2016/0912)
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Affiliation(s)
- Daniel S. W. Ting
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
- Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Carol Y. Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Quang Nguyen
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
| | - Charumathi Sabanayagam
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
- Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Gilbert Lim
- National University of Singapore, School of Computing, Singapore, Singapore
| | - Zhan Wei Lim
- National University of Singapore, School of Computing, Singapore, Singapore
| | - Gavin S. W. Tan
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
| | - Yu Qiang Soh
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
| | - Leopold Schmetterer
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
- Department of Ophthalmology, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
- Centre for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria
| | - Ya Xing Wang
- Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Jost B. Jonas
- Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
- Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University, Mannheim, Germany
| | - Rohit Varma
- University of Southern California Gayle and Edward Roski Eye Institute, Los Angeles, CA USA
| | - Mong Li Lee
- National University of Singapore, School of Computing, Singapore, Singapore
| | - Wynne Hsu
- National University of Singapore, School of Computing, Singapore, Singapore
| | - Ecosse Lamoureux
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
| | - Ching-Yu Cheng
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
- Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Tien Yin Wong
- Singapore National Eye Center, Singapore Eye Research Institute, Singapore, Singapore
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40
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Whitehead M, Wickremasinghe S, Osborne A, Van Wijngaarden P, Martin KR. Diabetic retinopathy: a complex pathophysiology requiring novel therapeutic strategies. Expert Opin Biol Ther 2018; 18:1257-1270. [PMID: 30408422 PMCID: PMC6299358 DOI: 10.1080/14712598.2018.1545836] [Citation(s) in RCA: 122] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 11/05/2018] [Indexed: 12/15/2022]
Abstract
INTRODUCTION Diabetic retinopathy (DR) is the leading cause of vision loss in the working age population of the developed world. DR encompasses a complex pathology, and one that is reflected in the variety of currently available treatments, which include laser photocoagulation, glucocorticoids, vitrectomy and agents which neutralize vascular endothelial growth factor (VEGF). Whilst these options demonstrate modest clinical benefits, none is yet to fully attenuate clinical progression or reverse damage to the retina. This has led to an interest in developing novel therapies for the condition, such as mediators of angiopoietin signaling axes, immunosuppressants, nonsteroidal anti-inflammatory drugs (NSAIDs), oxidative stress inhibitors and vitriol viscosity inhibitors. Further, preclinical research suggests that gene therapy treatment for DR could provide significant benefits over existing treatments options. AREAS COVERED Here we review the pathophysiology of DR and provide an overview of currently available treatments. We then outline recent advances made towards improved patient outcomes and highlight the potential of the gene therapy paradigm to revolutionize DR management. EXPERT OPINION Whilst significant progress has been made towards our understanding of DR, further research is required to enable the development of a detailed spatiotemporal model of the disease. In addition, we hope that improvements in our knowledge of the condition facilitate therapeutic innovations that continue to address unmet medical need and improve patient outcomes, with a focus on the development of targeted medicines.
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Affiliation(s)
- Michael Whitehead
- John van Geest Centre for Brain Repair, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Sanjeewa Wickremasinghe
- Centre for Eye Research Australia, University of Melbourne and Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Department of Surgery, University of Melbourne, Melbourne, Australia
| | - Andrew Osborne
- John van Geest Centre for Brain Repair, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Peter Van Wijngaarden
- Centre for Eye Research Australia, University of Melbourne and Royal Victorian Eye and Ear Hospital, Melbourne, Australia
- Department of Surgery, University of Melbourne, Melbourne, Australia
| | - Keith R. Martin
- John van Geest Centre for Brain Repair, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Eye Department, Addenbrooke’s Hospital, Cambridge, UK
- Cambridge NIHR Biomedical Research Centre, Cambridge, UK
- Wellcome Trust – MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
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41
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Ghaem H, Daneshi N, Riahi S, Dianatinasab M. The Prevalence and Risk Factors for Diabetic Retinopathy in Shiraz, Southern Iran. Diabetes Metab J 2018; 42:538-543. [PMID: 30113147 PMCID: PMC6300436 DOI: 10.4093/dmj.2018.0047] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 04/26/2018] [Indexed: 11/29/2022] Open
Abstract
Globally, diabetic retinopathy (DR) is one of the leading causes of blindness, that diminishes quality of life. This study aimed to describe the prevalence of DR, and its associated risk factors. This cross-sectional study was carried out among 478 diabetic patients in a referral center in Fars province, Iran. The mean±standard deviation age of the participants was 56.64±12.45 years old and DR prevalence was 32.8%. In multivariable analysis, lower education levels (adjusted odds ratio [aOR], 0.43; 95% confidence interval [CI], 0.24 to 0.76), being overweight (aOR, 1.70; 95% CI, 1.02 to 2.83) or obese (aOR, 1.88; 95% CI, 1.09 to 3.26), diabetes duration of 10 to 20 years (aOR, 2.35; 95% CI, 1.48 to 3.73) and over 20 years (aOR, 5.63; 95% CI, 2.97 to 10.68), receiving insulin (aOR, 1.99; 95% CI, 1.27 to 3.10), and having chronic diseases (aOR, 1.71; 95% CI, 1.02 to 2.85) were significantly associated with DR. In conclusion, longer diabetes duration and obesity or having chronic diseases are strongly associated with DR suggesting that control of these risk factors may reduce both the prevalence and impact of retinopathy in Iran.
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Affiliation(s)
- Haleh Ghaem
- Research Center for Health Sciences, Institute of Health, Department of Epidemiology, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Nima Daneshi
- Behbahan Faculty of Medical Sciences, Behbahan, Iran.
| | - Shirin Riahi
- Non-Communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran
| | - Mostafa Dianatinasab
- Center for Health Related Social and Behavioral Sciences Research, Shahroud University of Medical Sciences, Shahroud, Iran
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Sahajpal NS, Goel RK, Chaubey A, Aurora R, Jain SK. Pathological Perturbations in Diabetic Retinopathy: Hyperglycemia, AGEs, Oxidative Stress and Inflammatory Pathways. Curr Protein Pept Sci 2018; 20:92-110. [DOI: 10.2174/1389203719666180928123449] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 08/10/2018] [Accepted: 08/29/2017] [Indexed: 01/02/2023]
Abstract
Diabetic retinopathy (DR) remains the leading cause of blindness in working-aged adults
around the world. The proliferative diabetic retinopathy (PDR) and diabetic macular edema (DME) are
the severe vision threatening stages of the disorder. Although, a huge body of research exists in elaborating
the pathological mechanisms that lead to the development of DR, the certainty and the correlation
amongst these pathways remain ambiguous. The complexity of DR lies in the multifactorial pathological
perturbations that are instrumental in both the disease development and its progression. Therefore, a holistic
perspective with an understanding of these pathways and their correlation may explain the pathogenesis
of DR as a unifying mechanism. Hyperglycemia, oxidative stress and inflammatory pathways
are the crucial components that are implicated in the pathogenesis of DR. Of these, hyperglycemia appears
to be the initiating central component around which other pathological processes operate. Thus,
this review discusses the role of hyperglycemia, oxidative stress and inflammation in the pathogenesis of
DR, and highlights the cross-talk amongst these pathways in an attempt to understand the complex interplay
of these mechanisms. Further, an effort has been made to identify the knowledge gap and the key
players in each pathway that may serve as potential therapeutic drug targets.
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Affiliation(s)
- Nikhil Shri Sahajpal
- Department of Pharmaceutical Sciences, Guru Nanak Dev University, Amritsar, Punjab, India
| | - Rajesh Kumar Goel
- Department of Pharmaceutical Sciences and Drug Research, Punjabi University, Patiala, India
| | - Alka Chaubey
- Cytogenetics Laboratory, Greenwood Genetic Center, Greenwood, South Carolina, SC, United States
| | - Rohan Aurora
- The International School Bangalore, Karnataka, India
| | - Subheet Kumar Jain
- Department of Pharmaceutical Sciences, Guru Nanak Dev University, Amritsar, Punjab, India
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Douros A, Filion KB, Yin H, Yu OH, Etminan M, Udell JA, Azoulay L. Glucagon-Like Peptide 1 Receptor Agonists and the Risk of Incident Diabetic Retinopathy. Diabetes Care 2018; 41:2330-2338. [PMID: 30150234 DOI: 10.2337/dc17-2280] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 07/29/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Previous studies suggested that glucagon-like peptide 1 receptor agonists (GLP-1 RAs) may initially worsen and possibly increase the risk of diabetic retinopathy. However, data on this possible association remain limited. Thus, this population-based study aimed to determine whether use of GLP-1 RAs is associated with an increased risk of incident diabetic retinopathy. RESEARCH DESIGN AND METHODS Using the U.K. Clinical Practice Research Datalink (CPRD), we conducted a cohort study among 77,115 patients with type 2 diabetes initiating antidiabetic drugs between January 2007 and September 2015. Adjusted hazard ratios (HRs) and 95% CIs of incident diabetic retinopathy were estimated using time-dependent Cox proportional hazards models, comparing use of GLP-1 RAs with current use of two or more oral antidiabetic drugs. In an ancillary analysis, new users of GLP-1 RAs were compared with new users of insulin. RESULTS During 245,825 person-years of follow-up, 10,763 patients were newly diagnosed with diabetic retinopathy. Compared with current use of two or more oral antidiabetic drugs, use of GLP-1 RAs was not associated with an increased risk of incident diabetic retinopathy overall (HR 1.00, 95% CI 0.85-1.17). Compared with insulin, GLP-1 RAs were associated with a decreased risk of diabetic retinopathy (HR 0.67, 95% CI 0.51-0.90). CONCLUSIONS The associations with diabetic retinopathy varied according to the type of comparator. When compared with use of two or more oral antidiabetic drugs, use of GLP-1 RAs was not associated with an increased risk of incident diabetic retinopathy. The apparent lower risk of diabetic retinopathy associated with GLP-1 RAs compared with insulin may be due to residual confounding.
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Affiliation(s)
- Antonios Douros
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada.,Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada.,Institute of Clinical Pharmacology and Toxicology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Kristian B Filion
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada.,Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada.,Division of Clinical Epidemiology, Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Hui Yin
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
| | - Oriana Hoi Yu
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada.,Division of Endocrinology, Jewish General Hospital, Montreal, Quebec, Canada
| | - Mahyar Etminan
- Department of Ophthalmology and Visual Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jacob A Udell
- Women's College Research Institute and Cardiovascular Division, Department of Medicine, Women's College Hospital, University of Toronto, Toronto, Ontario, Canada.,Cardiovascular Division, Department of Medicine, Peter Munk Cardiac Centre, Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Laurent Azoulay
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada .,Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada.,Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
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Lv P, Yu J, Xu X, Lu T, Xu F. Eriodictyol inhibits high glucose-induced oxidative stress and inflammation in retinal ganglial cells. J Cell Biochem 2018; 120:5644-5651. [PMID: 30317656 DOI: 10.1002/jcb.27848] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 09/17/2018] [Indexed: 12/31/2022]
Abstract
Diabetic retinopathy (DR) is one of the most common microvascular complications of diabetes mellitus and is considered as a leading cause of blindness. Oxidative stress and inflammation are significant drivers for the development of DR. Eriodictyol, a flavonoid compound, was proved to possess anti-inflammatory, antioxidative, and antidiabetic activities. However, the role of eriodictyol in DR has not been unveiled. In the current study, we explored the protective effects of eriodictyol on high glucose (HG)-induced rat retinal ganglial cells (RGCs). The results suggested that eriodictyol improved cell viability of HG-induced rat RGC-5 cells in a dose-dependent manner. Eriodictyol reduced the reactive oxygen species production and increased the activities of superoxide dismutase, glutathione peroxidase and catalase in rat RGC-5 cells in response to HG stimulation. The production of proinflammatory cytokines including tumor necrosis factor alpha and interleukin-8 was diminished after eriodictyol treatment. Eriodictyol also suppressed cell apoptosis induced HG in rat RGC-5 cells. Furthermore, eriodictyol enhanced the nuclear translocation of nuclear factor erythroid-2 (E2)-related factor 2 (Nrf2) and elevated the expression of antioxidant enzyme heme-oxygenase-1 (HO-1). These findings suggested that eriodictyol protects the RGC-5 cells from HG-induced oxidative stress, inflammation, and cell apoptosis through regulating the activation of Nrf2/HO-1 pathway.
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Affiliation(s)
- Peilin Lv
- Bioinspired Engineering and Biomechanics Center (BEBC), MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China.,Department of Ophthalmology, The First hospital in Xi'an, Xi'an, China
| | - Jingni Yu
- Department of Ophthalmology, The Fourth hospital in Xi'an, Xi'an, China
| | - Xiayu Xu
- Bioinspired Engineering and Biomechanics Center (BEBC), MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Tianjian Lu
- MOE Key Laboratory of Multifunctional Materials and Structures, Xi'an Jiaotong University, Xi'an, China
| | - Feng Xu
- Bioinspired Engineering and Biomechanics Center (BEBC), MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
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45
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Bulut MN, Göktaş E, Çallı Ü, Bulut K, Akçay G, Arslan G, Sargın M, Arsan AK, Özertürk Y. Screening for diabetic retinopathy by non-mydriatic fundus camera in a Turkish population. Int J Diabetes Dev Ctries 2018. [DOI: 10.1007/s13410-018-0611-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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46
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Wong IYH, Ni MY, Wong IOL, Fong N, Leung GM. Saving sight in China and beyond: the Lifeline Express model. BMJ Glob Health 2018; 3:e000766. [PMID: 30147943 PMCID: PMC6104791 DOI: 10.1136/bmjgh-2018-000766] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 06/28/2018] [Accepted: 06/29/2018] [Indexed: 12/18/2022] Open
Abstract
Cataract and diabetic retinopathy are leading causes of blindness globally. Lifeline Express (LEX) has pioneered the provision of cataract surgery in rural China from custom-built trains and eye centres nationwide. Over the past two decades, LEX has provided free cataract surgery for over 180 000 patients in China. In China, half of the adult population has prediabetes and 113 million adults have diabetes. Recognising the rising threat of diabetic retinopathy, LEX has expanded to providing free diabetic retinopathy screening nationwide by establishing 29 Diabetic Retinopathy Screening Centres across China. Source of referrals included host hospitals, the community and out-reach mobile vans equipped with fundus cameras. Fundi photos taken in the mobile vans were electronically transferred to primary graders. LEX also leveraged the widespread smartphone use to provide electronic medical reports via WeChat, the most popular instant messenger app in China. From April 2014 to December 2016, 34 506 patients with diabetes underwent screening, of which 27.2% (9,396) were identified to have diabetic retinopathy. China's latest national health strategy ('Healthy China 2030 Plan') has championed the 'prevention first' principle and early screening of chronic diseases. LEX has accordingly evolved to extend its services to save sight in China-from cataract surgery to diabetic retinopathy screening and most recently outreaching beyond its national borders in a pilot South-South collaboration. With health at the top of the China's developmental agenda and the country's growing role in global health-LEX's large-scale telemedicine-enabled programme could represent a potentially scalable model for nationwide diabetic retinopathy screening elsewhere.
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Affiliation(s)
- Ian Yat Hin Wong
- Department of Ophthalmology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Michael Yuxuan Ni
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Irene Oi Ling Wong
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Nellie Fong
- Lifeline Express, Lifeline Express Hong Kong Foundation, Hong Kong, China
- Chinese Foundation for Lifeline Express, Beijing, China
| | - Gabriel M Leung
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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47
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Azeze TK, Sisay MM, Zeleke EG. Incidence of diabetes retinopathy and determinants of time to diabetes retinopathy among diabetes patients at Tikur Anbessa Hospital, Ethiopia: a retrospective follow up study. BMC Res Notes 2018; 11:542. [PMID: 30068385 PMCID: PMC6071390 DOI: 10.1186/s13104-018-3660-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 07/27/2018] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE Data regarding diabetes retinopathy and associated factors are currently lacking in Ethiopia. The study aims to determine the incidence and determinants of time to diabetes retinopathy among diabetes mellitus patients at Tikur Anbessa Specialized Hospital, Addis Ababa, Ethiopia. RESULTS The incidence of diabetes retinopathy is a rapidly growing burden of disease in Ethiopia. The incidence rate of diabetes retinopathy was 2.65 (95% CI 2. 54, 4.05) per 1000 person-years observation. Moreover, 70 (18.57%, 95% CI 14.63, 22.5) DM patients developed diabetes retinopathy. The median time was 74.07 months (with IQR 53.60, 89.88). Male sex (AHR = 1.94, 95% CI = 1.10, 3.39), type 2 DM (AHR = 4.01, 95% CI = 1.34, 12.00), creatinine (AHR = 2.59, 95% CI = 1.91, 3.52), borderline triglyceride (AHR = 2.87, 95% CI 1.33, 6.21) and high triglyceride levels (AHR = 2.59, 95% CI = 1.31, 4.97) were positively correlated factors to diabetes retinopathy occurrence. Multisectoral, population-based approaches are needed to reduce type 2 DM complications.
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Affiliation(s)
| | - Malede Mequanent Sisay
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Ejigu Gebeye Zeleke
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Moh A, Neelam K, Zhang X, Sum CF, Tavintharan S, Ang K, Lee SBM, Tang WE, Lim SC. Excess visceral adiposity is associated with diabetic retinopathy in a multiethnic Asian cohort with longstanding type 2 diabetes. Endocr Res 2018; 43:186-194. [PMID: 29624091 DOI: 10.1080/07435800.2018.1451541] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
UNLABELLED Purpose/Aim: Diabetic retinopathy (DR) is the most common diabetic microvascular complication, and it typically develops after 10 years of diabetes diagnosis. The primary aim of this study was to evaluate the association between adiposity and DR susceptibility among individuals with longstanding type 2 diabetes mellitus (T2D). MATERIALS AND METHODS In this cross-sectional study, DR was assessed by fundus photography in 953 T2D subjects. DR prevalence by categories of T2D duration was evaluated. In a sub-cohort analysis, subjects having T2D for ≥10 years were divided into DR (N = 241) and non-DR (N = 377) groups. Measures of adiposity including body mass index (BMI), waist circumference (WC), and visceral fat area (VFA) were analyzed. Urinary albumin:creatinine ratio (ACR) and estimated glomerular filtration rate (eGFR) were measured. RESULTS DR prevalence markedly increased 10 years after T2D diagnosis (p < 0.001). Among subjects with T2D duration ≥10 years, BMI, WC, and VFA were elevated in DR compared with non-DR (all p < 0.05). Contrasting with BMI and WC, the association between VFA and DR sustained adjustment for demographics, metabolic factors, and insulin treatment (OR: 1.060, 95% CI: 1.004-1.119, p = 0.035). However, the association became insignificant after controlling for ACR and eGFR. Mediation analysis revealed that ACR and eGFR explained 47.3% of the relationship between VFA and DR. CONCLUSIONS The findings suggest that visceral adiposity is associated with DR in individuals with longstanding T2D. This relationship may be attributable to generalized vascular injury as reflected by coexisting renal burden. Therefore, effective management of visceral adiposity and ameliorating renal burden may ameliorate susceptibility to DR.
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Affiliation(s)
- Angela Moh
- a Clinical Research Unit , Khoo Teck Puat Hospital , Singapore
| | - Kumari Neelam
- b Ophthalmology and Visual Sciences , Khoo Teck Puat Hospital , Singapore
| | - Xiao Zhang
- a Clinical Research Unit , Khoo Teck Puat Hospital , Singapore
| | - Chee Fang Sum
- c Diabetes Centre, Admiralty Medical Centre , Khoo Teck Puat Hospital , Singapore
| | - Subramaniam Tavintharan
- a Clinical Research Unit , Khoo Teck Puat Hospital , Singapore
- c Diabetes Centre, Admiralty Medical Centre , Khoo Teck Puat Hospital , Singapore
| | - Keven Ang
- a Clinical Research Unit , Khoo Teck Puat Hospital , Singapore
| | | | - Wern Ee Tang
- d National Healthcare Group Polyclinics , Singapore
| | - Su Chi Lim
- a Clinical Research Unit , Khoo Teck Puat Hospital , Singapore
- c Diabetes Centre, Admiralty Medical Centre , Khoo Teck Puat Hospital , Singapore
- e Saw Swee Hock School of Public Health, National University Hospital , Singapore
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Lee MY, Hsiao PJ, Huang JC, Hsu WH, Chen SC, Chang JM, Shin SJ. Abnormally Low or High Ankle-Brachial Index Is Associated With the Development of Diabetic Retinopathy in Type 2 Diabetes Mellitus. Sci Rep 2018; 8:441. [PMID: 29323191 PMCID: PMC5765125 DOI: 10.1038/s41598-017-18882-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 12/19/2017] [Indexed: 01/09/2023] Open
Abstract
Although some studies have reported an association between peripheral artery disease (PAD) and diabetic retinopathy (DR) in patients with diabetes, whether or not a causal relationship exists is unknown. The aim of this study was to investigate whether PAD, as indicated by an abnormally low or high ankle-brachial index (ABI), is associated with the development of DR in patients with type 2 diabetes mellitus (DM) without DR. We enrolled 414 (221 men and 193 women) patients with type 2 DM who underwent ABI measurements at our outpatient clinic. PAD was defined as an abnormally low (<0.9) or high (≥1.3) ABI in either leg, and DR was defined as being non-proliferative or proliferative. Of the enrolled patients, 69 (16.7%) had an ABI <0.9 or ≥1.3. The median follow-up period was 23 (15–40) months, during which 74 (17.9%) patients developed DR. In multivariate analysis, an ABI <0.9 or ≥1.3 was independently associated with the development of DR (vs. ABI ≥0.9 to <1.3; hazard ratio, 2.186; 95% confidence interval, 1.261 to 3.789; p = 0.005). An abnormal ABI was associated with the development of DR in our patients with type 2 DM without DR.
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Affiliation(s)
- Mei-Yueh Lee
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Internal Medicine, Kaohsiung Municipal Hsiao-Kang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Pi-Jung Hsiao
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jiun-Chi Huang
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Internal Medicine, Kaohsiung Municipal Hsiao-Kang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wei-Hao Hsu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Internal Medicine, Kaohsiung Municipal Hsiao-Kang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Szu-Chia Chen
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan. .,Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan. .,Department of Internal Medicine, Kaohsiung Municipal Hsiao-Kang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan. .,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
| | - Jer-Ming Chang
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shyi-Jang Shin
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan. .,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan. .,Center for Lipid and Glycomedicine Research, Kaohsiung Medical University, Kaohsiung, Taiwan.
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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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