Evidence map›Paper›PMID 41062820›Full record

ArticleEye (London, England)2025

Persistent disparities in diabetic retinopathy outcomes among socially deprived individuals despite treatment adherence.

Alexander T Hong, Jason S Chwa, Lucas Humayun, Hossein Ameri

Abstract read
In one paragraph

Article in Eye (London, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

4 authors.

Alexander T HongKeck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-8689-6391
Jason S ChwaKeck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Lucas HumayunKeck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Hossein AmeriDepartment of Ophthalmology, USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA. ameri@med.usc.edu.ORCID http://orcid.org/0000-0002-5270-2800

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo evaluate the long-term impact of social determinants of health on diabetic retinopathy (DR) incidence, complications, and management in patients with type 2 diabetes mellitus (T2DM), with emphasis on disparities among treatment-adherent individuals and demographic subgroups.

methodsWe conducted a retrospective cohort study using TriNetX, a national electronic health records network spanning 70 U.S. healthcare organisations. Adults diagnosed with T2DM were categorised into socially deprived and non-deprived cohorts based on ICD-10 codes related to housing instability, food insecurity, and financial hardship. Propensity score matching balanced cohorts on demographics, comorbidities, laboratory values, medications, and ophthalmic care utilisation. Outcomes included incident DR, sight-threatening complications, ophthalmic treatment and diagnostics, and documented treatment nonadherence. Cox proportional hazards models estimated hazard ratios (HRs) with 95% confidence intervals (CIs).

resultsMatched cohorts included 62,786 socially deprived and 62,786 non-deprived patients (mean age, 54 years; 42% female; 49% White, 27% Black, 14% Hispanic). Over a 10-year follow-up, social deprivation was associated with increased risk of DR (HR 1.40, 95% CI 1.34-1.47) and sight-threatening complications, including blindness. Documented nonadherence was significantly increased in the socially deprived cohort (HR 3.57, 95% CI 3.47-3.68). Among patients without documented nonadherence, social deprivation was associated with increased DR risk (HR 1.44, 95% CI 1.35-1.54) and treatment utilisation. Disparities were most pronounced in males, Hispanic individuals, and adults aged 18-39.

conclusionsSocial deprivation, regardless of documented treatment adherence, increased DR incidence and complications. Targeted interventions are needed to address persistent disparities and reduce DR burden.

Indexed as

Diabetes Mellitus, Type 2Diabetic RetinopathyHealthcare DisparitiesSocial DeprivationAdultAgedFemaleHumansIncidenceMaleMiddle AgedProportional Hazards ModelsRetrospective StudiesUnited States

Identifiers

PMID41062820
PMCPMC12669577

What Socratic holds

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LicenceCC BY
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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 Socratic graph.