Evidence map›Paper›PMID 42908726›Full record

ArticleOphthalmology science2026

Social Determinants of Health, Vision, and Treatment in Exudative Age-Related Macular Degeneration.

Timothy M Janetos, Adovich S Rivera, Yang Li, Chris A Andrews, Paul J Bryar, Manjot K Gill, Jeremy A Lavine, Joshua D Stein, Dustin D French, SOURCE Consortium∗ and 1 more

Abstract read
In one paragraph

Article in Ophthalmology science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Timothy M JanetosDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Adovich S RiveraDepartment of Medical Social Science, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Yang LiDepartment of Ophthalmology and Visual Sciences, University of Michigan Kellogg Eye Center, Ann Arbor, Michigan.
Chris A AndrewsDepartment of Ophthalmology and Visual Sciences, University of Michigan Kellogg Eye Center, Ann Arbor, Michigan.
Paul J BryarDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Manjot K GillDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Jeremy A LavineDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Joshua D SteinDepartment of Ophthalmology and Visual Sciences, University of Michigan Kellogg Eye Center, Ann Arbor, Michigan.
Dustin D FrenchDepartment of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
SOURCE Consortium∗
SOURCE Consortium

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Treatment deviations in exudative age-related macular degeneration (exAMD) are common and lead to worse visual outcomes; reasons remain incompletely understood. We sought to identify distinct treatment patterns in newly diagnosed, treatment-naïve exAMD and to evaluate associations with social determinants of health (SDH) and baseline vision. Design: Multicenter retrospective cohort study. Participants: A total of 15 664 newly diagnosed, treatment-naïve exAMD patients receiving at least one intravitreal injection between January 1, 2014 and January 1, 2024 across 17 academic medical centers in the Sight Outcomes Research Collaborative ophthalmology big data repository. Methods: Treatment patterns over the first 12 months were grouped using sequence clustering. Mixed-effects logistic regression evaluated associations between cluster membership and sex, age, race and ethnicity, primary language, urbanicity, primary insurance, distressed communities index, Charlson comorbidity index, and baseline logarithm of the minimum angle of resolution visual acuity. Main Outcome Measures: Sequence-derived treatment cluster membership and its association with SDH and baseline vision. Results: Two clusters were identified: "frequent treatment" (67.4%) and "nonpersistent" (32.6%); the latter characterized by a few initial injections followed by early treatment cessation. Nonpersistence was best differentiated by ≥ 7 months without an office visit or treatment (Youden index, 0.83; area under the curve, 0.93). In the adjusted model, factors associated with nonpersistent cluster membership included Black race (adjusted odds ratio [aOR], 1.42; 95% confidence interval [CI], 1.11-1.80), Hispanic ethnicity (aOR, 1.38; 95% CI, 1.00-1.90), older age at index date (aOR, 1.08 per decade; 95% CI, 1.03-1.13), rural residence (aOR, 1.32; 95% CI, 1.11-1.58), increasing distressed communities index (aOR, 1.03; 95% CI, 1.01-1.05), Medicaid insurance (aOR, 1.62; 95% CI, 1.03-2.52), worse baseline logarithm of the minimum angle of resolution acuity (aOR, 1.71 per unit; 95% CI, 1.54-1.91), and lower Charlson comorbidity index (aOR, 0.95 per point; 95% CI, 0.93-0.97). Conclusions: Demographics, SDH, and vision were associated with nonpersistence in newly diagnosed exAMD. Social determinants of health‑informed identification of high-risk individuals may guide qualitative work on modifiable barriers and intervention development to prevent irreversible vision loss. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Indexed as

Exudative AMDHealth disparitiesIntravitreal injectionSocial determinants of healthTreatment adherence

Identifiers

PMID42908726
PMCPMC13683419

What OpenQuestion holds

Textmetadata
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.