Evidence map›Paper›PMID 42468897›Full record

ArticleAmerican journal of ophthalmology2026

Risk of Incident Dry Eye Disease Among Patients With Chronic Pain Conditions.

Shannan Fish, Shon B Shmushkevich, Charles Zhang, Elizabeth R Felix, Lindsey B DE Lott, Anat Galor

Abstract read
In one paragraph

Article in American journal of ophthalmology, 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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0cells of the map it votes in
0citing papers in PubMed
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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

6 authors.

Shannan FishFrom the Herbert Wertheim College of Medicine (S.B., S.B.S.), Florida International University, Miami, Florida, USA; Bascom Palmer Eye Institute (S.B., S.B.S., C.Z., A.G.), University of Miami Miller School of Medicine, Miami, Florida, USA.
Shon B ShmushkevichFrom the Herbert Wertheim College of Medicine (S.B., S.B.S.), Florida International University, Miami, Florida, USA; Bascom Palmer Eye Institute (S.B., S.B.S., C.Z., A.G.), University of Miami Miller School of Medicine, Miami, Florida, USA.
Charles ZhangBascom Palmer Eye Institute (S.B., S.B.S., C.Z., A.G.), University of Miami Miller School of Medicine, Miami, Florida, USA.
Elizabeth R FelixDepartment of Physical Medicine and Rehabilitation (E.R.F.), University of Miami Miller School of Medicine, Miami, Florida, USA; Research Service (E.R.F.), Miami Veterans Affairs Medical Center, Miami, Florida, USA.
Lindsey B DE LottDepartment of Ophthalmology and Visual Science (L.B.D.L.), University of Michigan, Ann Arbor, Michigan, USA.
Anat GalorBascom Palmer Eye Institute (S.B., S.B.S., C.Z., A.G.), University of Miami Miller School of Medicine, Miami, Florida, USA; Surgical Service (A.G.), Miami Veterans Affairs Medical Center, Miami, Florida, USA. Electronic address: agalor@med.miami.edu.

Funding

Defining bacterial members of the ocular surface microbiome and assessing stability over timeU24EY035102 · NEI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI GALOR, ANAT, ST LEGER, ANTHONY J · 2023 to 2025
$3.3M
Tear protein biomarkers of refractive surgery painR33EY032468 · NEI · OREGON HEALTH & SCIENCE UNIVERSITY · PI AICHER, SUE A, GALOR, ANAT · 2023 to 2025
$2.9M
CSRD VA I01 CX002633NEI NIH HHS R33 EY032468NEI NIH HHS U24 EY035102
6 · The paper itself

Abstract

objectiveTo evaluate whether chronic pain conditions (CPCs) are associated with increased risk of incident dry eye disease (DED) and prescription-requiring DED in a large electronic health record network.

designRetrospective cohort study. SUBJECTS, PARTICIPANTS, AND/OR CONTROLS: Adults aged 18 years or older in the TriNetX Analytics Network (2005-2025) with a qualifying ophthalmology examination and no prior DED diagnosis. The exposure cohort included patients with at least one CPC diagnosis before the index visit; controls had no CPC diagnoses before or after the index visit. After 1:1 propensity score-matching, 538 364 patients were included per cohort. A validation cohort restricted to patients with age-related cataract included 506 763 matched patients per group.

methodsPatients were identified using ICD-10-CM, SNOMED, and CPT codes. Propensity score matching balanced demographics and comorbidities. Two outcomes were assessed at 1, 2, and 3 years after the index visit: incident DED, defined by a new diagnosis of dry eye syndrome or keratoconjunctivitis sicca not specified as Sjögren's, and prescription-requiring DED, defined by initiation of topical cyclosporine or lifitegrast. Risk ratios with 95% confidence intervals were calculated. Time-to-event analyses used Kaplan-Meier curves and multivariable Cox proportional hazards models.

main outcome measuresIncident DED and prescription-requiring DED.

resultsPatients with at least one CPC diagnosis had significantly higher risk of incident DED compared with controls at all follow-up intervals. At 1 year, incident DED occurred in 3.34% of the CPC cohort versus 0.72% (RR 4.64; 95% CI, 4.49-4.81; P < .0001). At 3 years, cumulative incidence increased to 7.16% versus 1.50% (RR 4.78; 95% CI, 4.66-4.89; P < .0001). Prescription-requiring DED was also more common in the CPC cohort at 3 years (0.79% vs 0.30%; RR 2.60; 95% CI, 2.45-2.75). In multivariable Cox regression, CPCs were independently associated with increased hazard of incident DED (hazard ratio 4.85; 95% CI, 4.76-4.94; P < .0001). Findings were consistent in the validation cohort.

conclusionsCPCs are strongly associated with an increased risk of incident and prescription-requiring DED. These findings support consideration of CPCs as risk factors in the evaluation and management of DED and suggest that a subset of patients with DED may reflect broader pain-processing abnormalities.

Indexed as

Chronic PainDry Eye SyndromesAdultAgedElectronic Health RecordsFemaleHumansIncidenceMaleMiddle AgedPropensity ScoreRetrospective StudiesRisk FactorsUnited States

Identifiers

PMID42468897
PMCPMC13446809

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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.