Evidence map›Paper›PMID 41955834›Full record

ArticleJournal of diabetes and its complications2026

Trends in prevalence and incidence of diabetic retinal disease in patients with type 1 and type 2 diabetes mellitus.

Sonny Caplash, Joseph Wahba, Yinxi Yu, Serena Cardillo, Rebecca A Hubbard, Brian L VanderBeek

Abstract read
In one paragraph

Article in Journal of diabetes and its complications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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.

2 · The registry

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Sonny CaplashDepartment of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America.
Joseph WahbaDepartment of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America.
Yinxi YuCenter for Preventive Ophthalmology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America.
Serena CardilloDivision of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America.
Rebecca A HubbardDepartment of Biostatistics, Brown University School of Public Health, Providence, RI, United States of America.
Brian L VanderBeekDepartment of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, United States of America; Center for Research and Training in Pharmacoepidemiology, University of Pennsylvania, Philadelphia, PA, United States of America. Electronic address: Brian.vanderbeek@pennmedicine.upenn.edu.

Funding

Scientific TransparencyP30EY001583 · NEI · UNIVERSITY OF PENNSYLVANIA · PI CLAIRE H MITCHELL · 1985 to 2026
$19.5M
Trends in US Rates of Diabetic Retinal DiseaseR21EY035707 · NEI · UNIVERSITY OF PENNSYLVANIA · PI VANDERBEEK, BRIAN L. · 2024 to 2025
$447k
NEI NIH HHS P30 EY001583NEI NIH HHS R21 EY035707
6 · The paper itself

Abstract

purposeTo assess the prevalence and incidence of diabetic retinal disease (DRD) among patients with Type 1 (T1DM) and Type 2 diabetes mellitus (T2DM).

methodsData were abstracted from patients enrolled in commercial insurance and Medicare Advantage plans. Using ICD-10 coding, the yearly prevalence and incidence of DRD in T1DM and T2DM from January 1, 2016, to June 30, 2022, were analyzed. Assessments were also made into the prevalence and incidence of vision threatening disease (VTDR), defined as having a diagnosis of diabetic macular edema (DME) or proliferative diabetic retinopathy (PDR). Odds (OR) and incidence rate ratios (IRR) were also calculated.

resultsPrevalence of DRD in both cohorts increased from 2016 (T1DM:25.1%; T2DM:11.1%) through 2021 (T1DM:34.4%; T2DM:20.7%). T1DM DRD incidence decreased from 55.1/1000py in 2016 to 39.2 in 2022, while T2DM varied from 31.6 to 38.2, ending at 35.5 in 2022. VTDR (yearly OR = 4.61-4.92), DME (OR = 2.79-2.92), and PDR (OR = 6.43-6.72) each had higher prevalences in patients with T1DM vs. T2DM across all years studied (p < 0.001 for all comparisons). A similar pattern was seen for incidence as well (T1DM VTDR IRR = 2.36-2.94; DME IRR = 2.08-2.62; PDR IRR = 2.66-3.67; p < 0.001 for all T1DM vs. T2DM comparisons).

conclusionAll forms of DRD had uniformly higher prevalence and incidence in patients with T1DM compared with those with T2DM across all years observed. The incidence of T1DM DRD decreased, approaching the rate of T2DM in 2022, suggesting a reduction in the disparity between the two groups. Prevalence of VTDR, DME, and PDR was also higher in T1DM vs. T2DM. The incidence of these disease states decreased proportionally across both cohorts, maintaining relatively stable ratios.

Indexed as

Diabetes Mellitus, Type 1Diabetes Mellitus, Type 2Diabetic RetinopathyAdultAgedFemaleHumansIncidenceMacular EdemaMaleMiddle AgedPrevalenceUnited StatesYoung AdultDiabetic macular edemaDiabetic retinal diseaseIncidencePrevalenceProliferative diabetic retinopathy

Identifiers

PMID41955834
PMCPMC13403020

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

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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.