Evidence map›Paper›PMID 42829723›Full record

ArticleClinical ophthalmology (Auckland, N.Z.)2026

Epidemiology and Associated Ocular Conditions of Visual Impairment in the United States: A Decade of Data from TriNetX US Network.

Wenwen Gong, Fatma F Shakarchi, Ayorinde Cooley, Marina Zakhary Gad El Sayed, Ibrahim Abboud, Zahra Shakarchi, Christopher L Shelby, Wyche T Coleman Iii, Stephen A LoBue

Abstract read
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Article in Clinical ophthalmology (Auckland, N.Z.), 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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Wenwen GongDepartment of Ophthalmology, Willis-Knighton Medical Center, Shreveport, LA, USA.ORCID 0009-0005-3895-5480
Fatma F ShakarchiDepartment of Ophthalmology, Willis-Knighton Medical Center, Shreveport, LA, USA.
Ayorinde CooleyDepartment of Ophthalmology, Willis-Knighton Medical Center, Shreveport, LA, USA.
Marina Zakhary Gad El SayedUniversity of California, Riverside School of Medicine, Riverside, CA, USA.
Ibrahim AbboudUniversity of California, Riverside School of Medicine, Riverside, CA, USA.ORCID 0009-0001-7014-1760
Zahra ShakarchiLondon School of Economics and Political Science, London, UK.
Christopher L ShelbyDepartment of Ophthalmology, Willis-Knighton Medical Center, Shreveport, LA, USA.
Wyche T Coleman IiiDepartment of Ophthalmology, Willis-Knighton Medical Center, Shreveport, LA, USA.
Stephen A LoBueDepartment of Ophthalmology, Willis-Knighton Medical Center, Shreveport, LA, USA.ORCID 0000-0003-2899-7730

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To characterize the demographic profile, within-cohort prevalence of associated ocular conditions, and trends in the incidence and prevalence of visual impairment in the United States using a large, real-world clinical database. Methods: We conducted a retrospective cohort study utilizing the TriNetX US Collaborative Network. Patients with visual impairment and associated ocular conditions potentially contributing to visual impairment were identified using ICD-10 codes between January 1, 2014 and January 1, 2026. Demographic characteristics, within-cohort prevalence of associated ocular conditions, and annual incidence and prevalence within the network were analyzed. Results: A total of 805,428 patients with visual impairment were identified. The mean current age was 55.3 ± 26.0 years, with slightly more females (52.93%). Most patients were White (61.68%), followed by Black or African American (20.92%) and Hispanic or Latino (11.54%). Cataract (18.5%), glaucoma (13.9%), age-related macular degeneration (9.7%), and diabetic retinopathy (6.6%) were the most frequently observed associated ocular conditions in our cohort. Between 2014 and 2025, the annual incidence of visual impairment increased significantly from 124.56 to 212.69 per 100,000 persons (P < 0.001). Prevalence increased from 471.56 to 1433.70 per 100,000 persons (P < 0.001). Conclusion: Visual impairment affected a broad demographic spectrum, with cataract, glaucoma, age-related macular degeneration, and diabetic retinopathy being the leading associated ocular conditions. Network-based incidence and prevalence increased over the decade, reflecting both true epidemiologic trends and network expansion. These findings highlight the importance of targeted screening, early detection, and timely treatment, particularly among high-risk and underserved populations.

Indexed as

blindnessepidemiologylow visionTriNetxvisual impairment

Identifiers

PMID42829723
PMCPMC13633706

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