Evidence map›Paper›PMID 41716788›Full record

ArticleFrontiers in medicine2026

More sun, less myopia: validating CUVAF as a biomarker for outdoor exposure in a cohort of Spanish schoolchildren.

Miriam De La Puente, Cristina Irigoyen-Bañegil, Macarena Dosal-Franco, Sara Llorente-Gonzalez, Valentina Bilbao-Malavé, Martí Vinolas-Parcet, Jaione Bezunartea, María Hernández, Patricia Fernández-Robredo, Nerea Martín-Calvo and 4 more

Abstract read
In one paragraph

Article in Frontiers in medicine, 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
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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

14 authors.

Miriam De La PuenteDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.
Cristina Irigoyen-BañegilDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.
Macarena Dosal-FrancoAssociation of Magna Myopia with Retinopathies-AMIRES, Madrid, Spain.
Sara Llorente-GonzalezDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.
Valentina Bilbao-MalavéRetinal Pathologies and New Therapies Group, Experimental Ophthalmology Laboratory, Department of Ophthalmology, Universidad de Navarra, Pamplona, Spain.
Martí Vinolas-ParcetFaculty of Medicine, Universidad de Navarra, Pamplona, Spain.
Jaione BezunarteaDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.
María HernándezDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.
Patricia Fernández-RobredoDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.
Nerea Martín-CalvoSchool of Medicine, Department of Preventive Medicine and Public Health, Navarra Medical Research Institute (IdiSNA), University de Navarra, Pamplona, Spain.
Alfredo García-LayanaDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.
Jorge González-ZamoraRetinal Pathologies and New Therapies Group, Experimental Ophthalmology Laboratory, Department of Ophthalmology, Universidad de Navarra, Pamplona, Spain.
Jesús Barrio-BarrioDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.
Sergio RecaldeDepartment of Ophthalmology, Clínica Universidad de Navarra, Pamplona, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The increasing global prevalence of childhood myopia has become a significant public health concern. Among environmental risk factors, reduced outdoor activity (OA) has been consistently associated with a higher incidence of myopia. While questionnaires are traditionally used to estimate sunlight exposure, conjunctival ultraviolet autofluorescence (CUVAF) has emerged as an objective biomarker for cumulative ocular UV exposure. Methods: A cross-sectional case-control study was conducted among 2,616 children aged 7-8 and 11-12 years from 39 schools in Madrid, Spain. After reviewing the exclusion criteria, 354 children were removed from the study, leaving 2,262 participants in the sample. Participants were classified based on refractive error and underwent ocular examination and lifestyle questionnaires. The CUVAF area was measured in 1,129 children for logistical reasons, and they were grouped according to weekly time spent in OA (<7 vs. ≥7 h). Multivariate logistic regression and ROC curve analyses were performed to assess associations between OA, CUVAF, and myopia. Results: Myopia prevalence was significantly lower in children spending ≥7 h per week in OA than those with less exposure (9% vs. 18%; Conclusion: CUVAF is a reliable, objective, and non-invasive biomarker of outdoor light exposure that correlates inversely with myopia in children. The larger sample size of this study supports the potential clinical utility of CUVAF not only for evaluating an individual's risk of myopia development during childhood but also for monitoring adherence to lifestyle modifications aimed at its prevention. Its integration into routine screening could improve early detection and personalized prevention strategies for childhood myopia.

Indexed as

biomarkerchildrenCUVAFmyopiaoutdoor activities

Identifiers

PMID41716788
PMCPMC12913442

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