Evidence map›Paper›PMID 37318810›Full record

ArticleJAMA ophthalmology2023

Prevalence of Diabetic Retinopathy in the US in 2021.

Elizabeth A Lundeen, Zeb Burke-Conte, David B Rein, John S Wittenborn, Jinan Saaddine, Aaron Y Lee, Abraham D Flaxman

Open access · greenAbstract readComment
In one paragraph

Article in JAMA ophthalmology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 169 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
169citing papers in PubMed, 6 pooled it
61.8field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

169 citing papers in PubMed, 6 syntheses or guidelines pooled it, 224 citations in OpenAlex.

  1. Pooled it
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  10. The role and mechanism of the miR-137 regulatory axis in diabetic retinopathy.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026
    Article
  11. Review
  12. Article
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  17. Case series: The role of retinal ischemia in the pathogenesis and clinical manifestation of diabetic retinopathy.Optometry and vision science : official publication of the American Academy of Optometry · 2026
    Article
  18. Review
  19. Article
  20. Review

109 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 1 country.

Elizabeth A LundeenUS Centers for Disease Control and Prevention, Division of Diabetes Translation, Vision Health Initiative, Atlanta, Georgia.
Zeb Burke-ConteInstitute for Health Metrics and Evaluation, University of Washington, Seattle.
David B ReinNORC, University of Chicago, Chicago, Illinois.
John S WittenbornNORC, University of Chicago, Chicago, Illinois.
Jinan SaaddineUS Centers for Disease Control and Prevention, Division of Diabetes Translation, Vision Health Initiative, Atlanta, Georgia.
Aaron Y LeeDepartment of Ophthalmology, University of Washington School of Medicine, Seattle.
Abraham D FlaxmanInstitute for Health Metrics and Evaluation, University of Washington, Seattle.
University of Washington · USCenters for Disease Control and Prevention · USNational Opinion Research Center · US

Funding

Research to Enhance the US Vision and Eye Health Surveillance SystemU01DP006444 · DP · NATIONAL OPINION RESEARCH CENTER · PI REIN, DAVID B · 2019 to 2021
$2.7M
NCCDPHP CDC HHS U01 DP006444
6 · The paper itself

Abstract

Importance: Diabetic retinopathy (DR) is a common microvascular complication of diabetes and a leading cause of blindness among working-age adults in the US. Objective: To update estimates of DR and vision-threatening diabetic retinopathy (VTDR) prevalence by demographic factors and US county and state. Data Sources: The study team included data from the National Health and Nutrition Examination Survey (2005 to 2008 and 2017 to March 2020), Medicare fee-for-service claims (2018), IBM MarketScan commercial insurance claims (2016), population-based studies of adult eye disease (2001 to 2016), 2 studies of diabetes in youth (2021 and 2023), and a previously published analysis of diabetes by county (2012). The study team used population estimates from the US Census Bureau. Study Selection: The study team included relevant data from the US Centers for Disease Control and Prevention's Vision and Eye Health Surveillance System. Data Extraction and Synthesis: Using bayesian meta-regression methods, the study team estimated the prevalence of DR and VTDR stratified by age, a nondifferentiated sex and gender measure, race, ethnicity, and US county and state. Main Outcomes and Measures: The study team defined individuals with diabetes as those who had a hemoglobin A1c level at 6.5% or more, took insulin, or reported ever having been told by a physician or health care professional that they have diabetes. The study team defined DR as any retinopathy in the presence of diabetes, including nonproliferative retinopathy (mild, moderate, or severe), proliferative retinopathy, or macular edema. The study team defined VTDR as having, in the presence of diabetes, severe nonproliferative retinopathy, proliferative retinopathy, panretinal photocoagulation scars, or macular edema. Results: This study used data from nationally representative and local population-based studies that represent the populations in which they were conducted. For 2021, the study team estimated 9.60 million people (95% uncertainty interval [UI], 7.90-11.55) living with DR, corresponding to a prevalence rate of 26.43% (95% UI, 21.95-31.60) among people with diabetes. The study team estimated 1.84 million people (95% UI, 1.41-2.40) living with VTDR, corresponding to a prevalence rate of 5.06% (95% UI, 3.90-6.57) among people with diabetes. Prevalence of DR and VTDR varied by demographic characteristics and geography. Conclusions and Relevance: US prevalence of diabetes-related eye disease remains high. These updated estimates on the burden and geographic distribution of diabetes-related eye disease can be used to inform the allocation of public health resources and interventions to communities and populations at highest risk.

Indexed as

Diabetes MellitusDiabetic RetinopathyMacular EdemaRetinal DiseasesAdolescentAdultAgedBayes TheoremCross-Sectional StudiesFemaleHumansMaleMedicareNutrition SurveysPrevalenceRisk Factors

Identifiers

PMID37318810
PMCPMC10273133
OpenAlexW4380729858

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.