Evidence map›Paper›PMID 40893619›Full record

ArticleOphthalmology science

Proliferative Diabetic Retinopathy Disproportionately Impacts Distressed Communities Near a Northeastern Academic Center.

Akua A Frimpong, Thomas L Chang, June-Marie Weiss, Brittany G Assanah-Lewis, Ming-Chen Lu, Kristen Harris Nwanyanwu

Abstract read
In one paragraph

Article in Ophthalmology science. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Mortality in neovascular glaucoma.Indian journal of ophthalmology · 2026
    Article
4 · The record

Corrections and comments

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.

Akua A FrimpongDepartment of Ophthalmology, University of Vermont Larner College of Medicine, Burlington, Vermont.
Thomas L ChangDepartment of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, Connecticut.
June-Marie WeissDepartment of Internal Medicine, Yale School of Medicine, New Haven, Connecticut.
Brittany G Assanah-LewisDepartment of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, Connecticut.
Ming-Chen LuDepartment of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, Michigan.
Kristen Harris NwanyanwuDepartment of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, Connecticut.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To identify the associations between social determinants of health (SDoH) and the progression of proliferative diabetic retinopathy (PDR). Design: Secondary analysis of a retrospective cohort study. Participants: We extracted data from electronic medical records of individuals at the Yale Eye Center or Dana Eye Clinic, ages ≥18 years, who had a documented diagnosis of nonproliferative diabetic retinopathy (NPDR) at their first recorded (index) ophthalmology visit within the study period. Methods: We identified participants with NPDR whose disease progressed to PDR during the study time period. We assigned Distressed Communities Index (DCI) scores using participants' zip codes and created a visualized geographic distribution of scores using ArcGIS. We assessed differences in sociodemographic and health characteristics between participants whose disease progressed to PDR and those whose disease did not progress using 2-sample Main Outcome Measures: The primary outcome was the progression from NPDR to PDR. Results: Among the 1354 participants, 137 (10%) developed PDR within the study's 7-year period. Of the 137, 54% were male, 46% were aged ≥65 years, 35% identified as White or Caucasian, and 34% identified as Black or African American. Those whose disease progressed to PDR had significantly worse DCI scores compared to those whose disease did not progress (mean [standard deviation 64 (26) vs. 58 (27), Conclusions: Participants with disease progression to PDR were more likely to live in disadvantaged areas. Using socioeconomic data and geographic mapping to identify high-risk populations may help health care professionals implement early screening and provide better resources for those at risk of retinal disease progression. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Indexed as

Disease progressionProliferative diabetic retinopathySocial deprivation indicesSocial determinants of health

Identifiers

PMID40893619
PMCPMC12395159

What OpenQuestion holds

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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.