ArticleOphthalmology2016
The Association Between Sociodemographic Factors, Common Systemic Diseases, and Keratoconus: An Analysis of a Nationwide Heath Care Claims Database.
Article in Ophthalmology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 89 papers, 5 of them syntheses that pooled 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.
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.
Who cites it
89 citing papers in PubMed, 5 syntheses or guidelines pooled it, 173 citations in OpenAlex.
- Beyond Vision: Unveiling the Psychiatric Dimensions of Keratoconus.Medicina (Kaunas, Lithuania) · 2025Pooled it
- Ocular manifestations of obstructive sleep apnea: a systematic review and meta-analysis.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2024Pooled it
- Depression among keratoconus patients: a systematic review and meta-analysis.Frontiers in public health · 2024Pooled it
- Eye rubbing in the aetiology of keratoconus: a systematic review and meta-analysis.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2021Pooled it
- A multi-ethnic genome-wide association study implicates collagen matrix integrity and cell differentiation pathways in keratoconus.Communications biology · 2021Pooled it
- The effects of green tea tablets and metformin on ovulation and menstrual cycle regularity in women with polycystic ovary syndrome.Journal of medicine and life · 2024Trial
- Factors influencing clinical research participation in ophthalmology: a mixed-methods study in keratoconus.Scientific reports · 2026Article
- A novel optical sign in keratoconus: the Halo Sign and its clinical characteristics.BMC ophthalmology · 2026Observational
- Uncovering pleiotropic loci linking keratoconus and allergic diseases through integrative genomic analyses.Scientific reports · 2026Article
- Socioeconomic and Clinical Factors Associated with Keratoconus Severity and Follow-Up in a Tertiary Referral Cohort.Clinical ophthalmology (Auckland, N.Z.) · 2026Article
- Prevalence of Keratoconus and Associated Risk Factors Among High School Students in Couva, Trinidad: A Cross-Sectional Study.Vision (Basel, Switzerland) · 2025Article
- Genetics of Keratoconus: A Comprehensive Review.Genes · 2025Review
- Keratoconus: The Local Manifestation of a Systemic Disease?Journal of clinical medicine · 2025Review
- Social determinants of health as risk factors for keratoconus in the All of Us database.The British journal of ophthalmology · 2025Article
- Using Artificial Intelligence for an Efficient Prediction of Outcomes of Deep Anterior Lamellar Keratoplasty (DALK) in Advanced Keratoconus.Translational vision science & technology · 2025Article
- Analysis of progranulin concentration in corneal epithelium and tears as a possible biomarker in the clinical diagnosis and progression of keratoconus.International ophthalmology · 2025Article
- Causal Relationship Between Common Allergic Diseases and Keratoconus: A Two-Sample Mendelian Randomization Study.Translational vision science & technology · 2025Article
- Socioeconomic and Demographic Disparities in Keratoconus Treatment.American journal of ophthalmology · 2025Article
- Prevalence and demographic profile of keratoconus among high school students in Kenya.International ophthalmology · 2025Article
- Modeling the impact of socioeconomic disparity, biological markers and environmental exposures on phenotypic age using mediation analysis and structural equation models.International journal of medical informatics · 2025Article
29 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on byReply.2016
Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
purposeThe purpose of this study was to determine whether an association exists between common systemic diseases, sociodemographic factors, and keratoconus (KCN) among a large, diverse group of insured individuals in the United States.
designRetrospective longitudinal cohort study.
participantsSixteen thousand fifty-three patients with KCN were matched 1:1 with persons without KCN.
methodsPersons with KCN were identified using billing codes and matched by age, gender, and overall health with a control group with no record of KCN. Multivariable logistic regression assessed whether sociodemographic factors and certain systemic diseases affected the odds of KCN.
main outcome measuresOdds ratios (ORs) with 95% confidence intervals (CIs) of receiving a KCN diagnosis.
resultsAfter adjustment for confounders, black persons had 57% higher odds (adjusted OR, 1.57; 95% CI, 1.38-1.79; P < 0.001) and Latino persons had 43% higher odds (adjusted OR, 1.43; 95% CI, 1.26-1.62; P < 0.001) of being diagnosed with KCN compared with whites. Asians had 39% reduced odds (adjusted OR, 0.61; 95% CI, 0.50-0.75; P < 0.001) of being diagnosed with KCN compared with whites. Patients with uncomplicated diabetes mellitus (DM) had 20% lower odds of KCN (adjusted OR, 0.80; 95% CI, 0.71-0.90; P = 0.002), and patients with DM complicated by end-organ damage had 52% lower odds of having KCN (adjusted OR, 0.48; 95% CI, 0.40-0.58; P < 0.001) compared with those without DM. Persons with collagen vascular disease had 35% lower odds of KCN (adjusted OR, 0.65; 95% CI, 0.47-0.91; P = 0.01). Other conditions found to have increased odds of KCN included sleep apnea (adjusted OR, 1.13; 95% CI, 1.00-1.27; P = 0.05), asthma (adjusted OR, 1.31; 95% CI, 1.17-1.47; P < 0.001), and Down syndrome (adjusted OR, 6.22; 95% CI, 2.08-18.66; P < 0.001). There was no association between KCN and allergic rhinitis, mitral valve disorder, aortic aneurysm, or depression (P > 0.1 for all comparisons).
conclusionsClinicians caring for persons with KCN should inquire about breathing or sleeping and, when appropriate, refer patients for evaluation for sleep apnea or asthma. Patients with DM have lower risk of KCN, potentially because of corneal glycosylation.
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Registered trials
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.