ArticleJAMA network open2021
Clinical and Demographic Factors Associated With Diabetic Retinopathy Among Young Patients With Diabetes.
Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.
- Global Prevalence of Diabetic Retinopathy in Pediatric Type 2 Diabetes: A Systematic Review and Meta-analysis.JAMA network open · 2023Pooled it
- LncRNA TINCR rs2288947 Polymorphism as a Genetic Susceptibility Factor for Diabetic Retinopathy.Journal of ophthalmology · 2026Article
- The impact of insulin pump therapy compared to multiple daily injections on complications and mortality in type 1 diabetes: A real-world retrospective cohort study.Diabetes, obesity & metabolism · 2025Article
- Incidence and sex differences of diabetes among youth: a 50-year population-based cohort study.Acta diabetologica · 2024Article
- Use of Diabetes Technologies and Retinopathy in Adults With Type 1 Diabetes.JAMA network open · 2024Article
- Article
- Prevalence and Predictors of Diabetic Retinopathy, Its Progression and Regression in Indian Children and Youth With Type-1 Diabetes.Clinical medicine insights. Endocrinology and diabetes · 2024Article
- Diabetes-Related Microvascular Complications in Primary Health Care Settings in the West Bank, Palestine.Journal of clinical medicine · 2023Article
- Narrative review of the role of technology in pediatric diabetes: from testing blood glucose to subcutaneous automated therapy and hope for cure.Translational pediatrics · 2023Review
- Complications and Treatment of Early-Onset Type 2 Diabetes.International journal of endocrinology and metabolism · 2023Review
- Diabetes mellitus-related hospital admissions and prescriptions of antidiabetic agents in England and Wales: an ecological study.BMC endocrine disorders · 2023Article
- Semiparametric modelling of diabetic retinopathy among people with type II diabetes mellitus.BMC medical research methodology · 2023Article
- Patterns of risk for diabetic retinopathy in the Mumbai slums: The Aditya Jyot Diabetic Retinopathy in Urban Mumbai Slums Study (AJ-DRUMSS) Report 3.PLOS global public health · 2023Article
- Factors Associated with Annual Vision Screening in Diabetic Adults: Analysis of the 2019 National Health Interview Survey.Clinical ophthalmology (Auckland, N.Z.) · 2023Article
- Continuous Glucose Monitor, Insulin Pump, and Automated Insulin Delivery Therapies for Type 1 Diabetes: An Update on Potential for Cardiovascular Benefits.Current cardiology reports · 2022Review
- Pediatric Diabetic Retinopathy: Updates in Prevalence, Risk Factors, Screening, and Management.Current diabetes reports · 2021Review
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Authors and funding
6 authors at 5 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Importance: Diabetic retinopathy (DR) is a leading cause of vision loss worldwide. As the incidence of both type 1 and type 2 diabetes among youths continues to increase around the world, understanding the factors associated with the development of DR in this age group is important. Objective: To identify factors associated with DR among children, adolescents, and young adults with type 1 or type 2 diabetes in the US. Design, Setting, and Participants: This cross-sectional study pooled data from 2 large academic pediatric centers in the US (Baylor College of Medicine/Texas Children's Hospital [BCM/TCH] Diabetes and Endocrine Care Center and Johns Hopkins University [JHU] Pediatric Diabetes Center) to form a diverse population for analysis. Data were collected prospectively at the JHU center (via point-of-care screening using fundus photography) from December 3, 2018, to November 1, 2019, and retrospectively at the BCM/TCH center (via electronic health records of patients who received point-of-care screening using retinal cameras between June 1, 2016, and May 31, 2019). A total of 1640 individuals aged 5 to 21 years with type 1 or type 2 diabetes (308 participants from the JHU center and 1332 participants from the BCM/TCH center) completed DR screening and had gradable images. Main Outcome and Measures: Prevalence of DR, as identified on fundus photography, and factors associated with DR. Results: Among 1640 participants (mean [SD] age, 15.7 [3.6] years; 867 female individuals [52.9%]), 1216 (74.1%) had type 1 diabetes, and 416 (25.4%) had type 2 diabetes. A total of 506 participants (30.9%) were Hispanic, 384 (23.4%) were non-Hispanic Black or African American, 647 (39.5%) were non-Hispanic White, and 103 (6.3%) were of other races or ethnicities (1 was American Indian or Alaska Native, 50 were Asian, 1 was Native Hawaiian or Pacific Islander, and 51 did not specify race or ethnicity, specified other race or ethnicity, or had unavailable data on race or ethnicity). Overall, 558 of 1216 patients (45.9%) with type 1 diabetes used an insulin pump, and 5 of 416 patients (1.2%) with type 2 diabetes used an insulin pump. Diabetic retinopathy was found in 57 of 1640 patients (3.5%). Patients with DR vs without DR had a greater duration of diabetes (mean [SD], 9.4 [4.4] years vs 6.6 [4.4] years; P < .001) and higher hemoglobin A1c (HbA1c) levels (mean [SD], 10.3% [2.4%] vs 9.2% [2.1%]; P < .001). Among those with type 1 diabetes, insulin pump use was associated with a lower likelihood of DR after adjusting for race and ethnicity, insurance status, diabetes duration, and HbA1c level (odds ratio [OR], 0.43; 95% CI, 0.20-0.93; P = .03). The likelihood of having DR was 2.1 times higher among Black or African American participants compared with White participants (OR, 2.12; 95% CI, 1.12-4.01; P = .02); this difference was no longer significant after adjusting for duration of diabetes, insurance status, insulin pump use (among patients with type 1 diabetes only), and mean HbA1c level (type 1 diabetes: OR, 1.79; 95% CI, 0.83-3.89; P = .14; type 2 diabetes: OR, 1.08; 95% CI, 0.30-3.85; P = .91). Conclusions and Relevance: This study found that although the duration of diabetes and suboptimal glycemic control have long been associated with DR, insulin pump use (among those with type 1 diabetes) was independently associated with a lower likelihood of DR, which is likely owing to decreased glycemic variability and increased time in range (ie, the percentage of time blood glucose levels remain within the 70-180 mg/dL range). Black or African American race was found to be associated with DR in the univariable analysis but not in the multivariable analysis, which may represent disparities in access to diabetes technologies and care.
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