ArticleBMC endocrine disorders2017
The incidence of diabetes mellitus and diabetic retinopathy in a population-based cohort study of people age 50 years and over in Nakuru, Kenya.
Article in BMC endocrine disorders, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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24 citing papers in PubMed, 41 citations in OpenAlex.
- Magnitude, patterns, and determinant factors of diabetic macular edema among people with diabetes at Debre Markos Referral Hospital, Northwest Ethiopia, 2025: a hospital-based cross-sectional study.International ophthalmology · 2026Article
- Long-term incidence and progression of vision-threatening diabetic retinopathy in Asian populations.Journal of global health · 2026Article
- Incidence and predictors of diabetic retinopathy among patients with type 2 diabetes and hypertension: a 10-year retrospective follow-up study.Scientific reports · 2026Article
- Article
- Incidence of diabetic retinopathy and its predictors among adult patients with diabetes in Ethiopia: a frailty model.Frontiers in endocrinology · 2025Article
- Incidence of Diabetic Retinopathy in Individuals with Type 2 Diabetes: A Study Using Real-World Data.Journal of clinical medicine · 2024Article
- Association BetweenInternational journal of general medicine · 2023Article
- Vision-Related Quality of Life among Patients Attending the Diabetes and Eye Clinics in Kenyatta National Hospital, Kenya.Journal of ophthalmology · 2023Article
- The avoidable disease burden associated with overweight and obesity in Kenya: A modelling study.EClinicalMedicine · 2022Article
- Incidence and risk factors of severe non-proliferative/proliferative diabetic retinopathy: More than a decade follow up in the Tehran Lipids and Glucose Study.Journal of diabetes investigation · 2022Article
- Incidence of Proliferative Diabetic Retinopathy and Other Neovascular Sequelae at 5 Years Following Diagnosis of Type 2 Diabetes.Diabetes care · 2021Article
- Diabetic retinopathy in the Eastern Morocco: Different stage frequencies and associated risk factors.Saudi journal of biological sciences · 2021Article
- Incidence of Diabetic Retinopathy and Its Predictors Among Newly Diagnosed Type 1 and Type 2 Diabetic Patients: A Retrospective Follow-up Study at Tertiary Health-care Setting of Ethiopia.Diabetes, metabolic syndrome and obesity : targets and therapy · 2021Article
- Review of Ongoing Activities and Challenges to Improve the Care of Patients With Type 2 Diabetes Across Africa and the Implications for the Future.Frontiers in pharmacology · 2020Review
- The diagnostic accuracy of an intelligent and automated fundus disease image assessment system with lesion quantitative function (SmartEye) in diabetic patients.BMC ophthalmology · 2019Article
- Incidence of Visually Impairing Cataracts Among Older Adults in Kenya.JAMA network open · 2019Observational
- Effect of Cyclocarya Paliurus on Hypoglycemic Effect in Type 2 Diabetic Mice.Medical science monitor : international medical journal of experimental and clinical research · 2019Article
- Association between lipid accumulation product and diabetic retinopathy based on a community-based survey in Chinese with type 2 diabetes.Diabetes, metabolic syndrome and obesity : targets and therapy · 2019Article
- Predictors of vascular complications among type 2 diabetes mellitus patients at University of Gondar Referral Hospital: a retrospective follow-up study.BMC endocrine disorders · 2018Article
- Adapting clinical practice guidelines for diabetic retinopathy in Kenya: process and outputs.Implementation science : IS · 2018Article
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12 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundThe epidemic rise of diabetes carries major negative public health and economic consequences particularly for low and middle-income countries. The highest predicted percentage growth in diabetes is in the sub-Saharan Africa (SSA) region where to date there has been no data on the incidence of diabetic retinopathy from population-based cohort studies and minimal data on incident diabetes. The primary aims of this study were to estimate the cumulative six-year incidence of Diabetes Mellitus (DM) and DR (Diabetic Retinopathy), respectively, among people aged ≥50 years in Kenya.
methodsRandom cluster sampling with probability proportionate to size were used to select a representative cross-sectional sample of adults aged ≥50 years in 2007-8 in Nakuru District, Kenya. A six-year follow-up was undertaken in 2013-14. On both occasions a comprehensive ophthalmic examination was performed including LogMAR visual acuity, digital retinal photography and independent grading of images. Data were collected on general health and risk factors. The primary outcomes were the incidence of diabetes mellitus and the incidence of diabetic retinopathy, which were calculated by dividing the number of events identified at 6-year follow-up by the number of people at risk at the beginning of follow-up. Age-adjusted risk ratios of the outcomes (DM and DR respectively) were estimated for each covariate using a Poisson regression model with robust error variance to allow for the clustered design and including inverse-probability weighting.
resultsAt baseline, 4414 participants aged ≥50 years underwent complete examination. Of the 4104 non-diabetic participants, 2059 were followed-up at six-years (50 · 2%). The cumulative incidence of DM was estimated at 61 · 0 per 1000 (95% CI: 50 · 3-73 · 7) in people aged ≥50 years. The cumulative incidence of DR in the sample population was estimated at 15 · 8 per 1000 (95% CI: 9 · 5-26 · 3) among those without DM at baseline, and 224 · 7 per 1000 (116.9-388.2) among participants with known DM at baseline. A multivariable risk factor analysis demonstrated increasing age and higher body mass index to be associated with incident DM. DR incidence was strongly associated with increasing age, and with higher BMI, urban dwelling and higher socioeconomic status.
conclusionsDiabetes Mellitus is a growing public health concern with a major complication of diabetic retinopathy. In a population of 1 · 6 million, of whom 150,000 are ≥50 years, we estimated that 1650 people aged ≥50 develop DM per year, and 450 develop DR. Strengthening of health systems is necessary to reduce incident diabetes and its complications in this and similar settings.
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