ArticleJAMA ophthalmology2017
Vision-Related Functional Burden of Diabetic Retinopathy Across Severity Levels in the United States.
Article in JAMA ophthalmology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07458516 (IMaging Pre-PrOlifeRative sTAge of Diabetic retiNopaThy to Guarantee Timely Treatment - IMPORTANT), which is not on this map. Cited by 64 papers, 3 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
IMaging Pre-PrOlifeRative sTAge of Diabetic retiNopaThy to Guarantee Timely Treatment - IMPORTANT
Who cites it
64 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Deep learning-based optical coherence tomography and retinal images for detection of diabetic retinopathy: a systematic and meta analysis.Frontiers in endocrinology · 2025Pooled it
- Global Prevalence of Diabetic Retinopathy in Pediatric Type 2 Diabetes: A Systematic Review and Meta-analysis.JAMA network open · 2023Pooled it
- Effect of Chinese Patent Medicines on Ocular Fundus Signs and Vision in Calcium Dobesilate-Treated Persons With Non-Proliferative Diabetic Retinopathy: A Systematic Review and Meta-Analysis.Frontiers in endocrinology · 2022Pooled it
- Clinically Meaningful Change Estimates for the National Eye Institute Visual Function Questionnaire-25 in Patients With Diabetic Macular Edema.Translational vision science & technology · 2024Trial
- Prevalence of and risk factors for diabetic retinopathy: The Thessaloniki Eye Study.Eye (London, England) · 2026Article
- Incidence and Risk Factors of Diabetic Retinopathy in Patients with Type 1 Diabetes Mellitus: A Retrospective Study in NGHA, Riyadh, Saudi Arabia.Journal of clinical medicine · 2026Article
- BigEye: a clinically interpretable deep learning framework for diabetic retinopathy detection and stage prediction.Scientific reports · 2026Article
- The Association of Lapses in Diabetic Retinopathy Care with Vision Impairment.Ophthalmology science · 2026Article
- The Association of Central Corneal Thickness and Central Corneal Epithelial Thickness with Anthropometric and Biochemical Parameters in Subjects with Impaired Glucose Metabolism.Diagnostics (Basel, Switzerland) · 2025Article
- Persistent disparities in diabetic retinopathy outcomes among socially deprived individuals despite treatment adherence.Eye (London, England) · 2025Article
- Diabetic retinopathy classification using a multi-attention residual refinement architecture.Scientific reports · 2025Article
- Clinical Trial Simulation in Diabetic Retinopathy: Insights from Patients and Site Staff.Ophthalmology and therapy · 2025Article
- Article
- Serum Disease-Specific IgG Fc Glycosylation as Potential Biomarkers for Nonproliferative and Proliferative Diabetic Retinopathy Using Mass Spectrometry.Molecular & cellular proteomics : MCP · 2025Article
- Carboxyamidotriazole Complexed to PLGA Is Safe, Effective, and Durable in Models of Neovascular Retinal Disease.Translational vision science & technology · 2025Article
- Associations Between Diabetic Retinopathy and Frailty: Insights From the National Health and Nutrition Examination Survey and Mendelian Randomization.Translational vision science & technology · 2025Article
- Depression and Associated Factors Among Diabetic Patients Undergoing Diabetic Retinopathy Assessments at a Tertiary Care Center: A Cross-Sectional Study.Clinical ophthalmology (Auckland, N.Z.) · 2025Article
- Assessing the Diagnostic Capabilities of ChatGPT-4 Omni in Grading Diabetic Retinopathy Fundoscopy Using Color Fundus Photographs.Clinical ophthalmology (Auckland, N.Z.) · 2025Article
- L-shaped association between oxidative balance score and vision-related functional burden in adults in the United States, NHANES 2005-2008.Frontiers in nutrition · 2025Article
- The relationship between weight-adjusted-waist index, body mass index and diabetic retinopathy among American adults: a population-based analysis.Scientific reports · 2024Article
4 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Among adults with diabetes in the United States, severe forms of diabetic retinopathy (DR) are significantly associated with a greater vision-related functional burden. Objective: To assess the functional burden of DR across severity levels in the United States. Design, Setting, and Participants: This cross-sectional study was based on 1004 participants 40 years or older with diabetes and valid ocular and sociodemographic outcomes in the National Health and Nutrition Examination Surveys (NHANES) (2005-2006 and 2007-2008). Diabetic retinopathy was based on fundus photograph grading, using the Early Treatment Diabetic Retinopathy Study severity scale. The analysis was performed from October 15, 2016, to June 15, 2017. Main Outcomes and Measures: Functional difficulties secondary to vision were assessed during a household questionnaire in which participants self-reported difficulty with reading, visuospatial tasks (ie, close-up work or finding things on a crowded shelf), mobility (ie, walking down steps, stairs, or curbs), and driving. The main outcome measure was vision-related functional burden, which was defined as present for individuals reporting moderate or greater difficulty in any of the aforementioned tasks. Results: Of the 1004 persons with diabetes analyzed for this study (mean age, 65.7 years [95% CI, 64.0-67.3 years]; 51.1% male [95% CI, 47.1-55.2] and 48.9% female [95% CI, 44.8-52.9]), the prevalence was 72.3% for no retinopathy, 25.4% for mild and moderate nonproliferative diabetic retinopathy (NPDR), and 2.3% for severe NPDR or proliferative diabetic retinopathy (PDR). The prevalence of vision-related functional burden was 20.2% (95% CI, 16.3%-24.1%) for those with no retinopathy, 20.4% (95% CI, 15.3%-27.8%) for those with mild and moderate NPDR, and 48.5% (95% CI, 25.6%-71.5%) for those with severe NPDR or PDR (P = .02). In multivariable analysis, the odds of vision-related functional burden were significantly greater among those with severe NPDR or PDR relative to those with no retinopathy (adjusted odds ratio [aOR], 3.59; 95% CI, 1.29-10.05; P = .02). Those with severe NPDR or PDR did not have a statistically significant greater odds of vision-related functional burden than did those with mild or moderate NPDR (aOR, 2.70; 95% CI, 0.93-7.78; P = .07). Conclusions and Relevance: Among US adults with diabetes, approximately half of those with severe NPDR or PDR had difficulty with at least one visual function task. Moreover, vision-related functional burden was significantly greater among those with severe NPDR or PDR than among those with no retinopathy. These data suggest the importance of preventing severe forms of DR to mitigate the vision-related functional burden among US adults with diabetes. Future studies should complement our study by assessing the association of worsening retinopathy with objectively measured functional outcomes.
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