Evidence map›Paper›PMID 42540651›Full record

ArticleClinical ophthalmology (Auckland, N.Z.)2026

Socioeconomic and Clinical Factors Associated with Keratoconus Severity and Follow-Up in a Tertiary Referral Cohort.

Fares Alrefai, Karanpreet S Multani, Liam D Redden, Jessica Hsueh, Kai Ding, Kamran M Riaz

Abstract read
In one paragraph

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. 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. 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.

Fares AlrefaiCollege of Medicine, University of Oklahoma, Oklahoma City, OK, USA.ORCID 0000-0003-1650-7351
Karanpreet S MultaniCollege of Medicine, University of Oklahoma, Oklahoma City, OK, USA.
Liam D ReddenDean McGee Eye Institute, University of Oklahoma, Oklahoma City, OK, USA.ORCID 0009-0009-4238-8887
Jessica HsuehDean McGee Eye Institute, University of Oklahoma, Oklahoma City, OK, USA.
Kai DingDepartment of Biostatistics and Epidemiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
Kamran M RiazDean McGee Eye Institute, University of Oklahoma, Oklahoma City, OK, USA.ORCID 0000-0003-1090-5025

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To evaluate the severity of keratoconus (KCN) at presentation in self-identified minority patients, identify risk factors for progression and surgery, and assess loss to follow-up. Material and Methods: Pentacam tomography records (2014-2021) from a single academic center were screened for KCN using BAD-D ≥1.6 and Kmax ≥47D. Manual chart review confirmed diagnosis, determined severity, and assessed progression and surgical intervention within two years. Demographic, socioeconomic, and clinical parameters were recorded. Logistic regression and generalized linear mixed models were used to evaluate associations, with covariates selected from univariate analysis; final models were determined by backward elimination. The primary outcome was KCN severity at presentation; secondary outcomes were progression, surgery within two years, and loss to follow-up. Results: Of 21,157 charts reviewed, 797 patients had KCN; 479 were male (60.1%) and 458 (57.5%) identified as racial/ethnic minorities. Mean age at presentation was 41.7 ± 16.5 years. Severe disease was present in 635 (81.8%) patients. Patients with connective tissue disease were less likely to present with severe KCN ( Conclusion: Markers of socioeconomic disadvantage cluster with worsened disease burden but only select factors remained independently associated after adjustment.

Indexed as

care disparitydisease burdenkeratoconuspatient demographicssocioeconomic factors

Identifiers

PMID42540651
PMCPMC13426347

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