Evidence map›Paper›PMID 42758276›Full record

ArticleOphthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists)2026

Axial Length to Corneal Curvature Ratio is Insufficient for Detecting Pseudomyopia in Children: A Multi-Cohort Study.

Huyen T Bui, Dirk J van Hemert, Tianli Peng, Shuhui Yang, Hai-Yen T Nguyen, Hannah Noor, Siofra C Harrington, Sander C M Kneepkens, Lene A Hagen, Craig S Walker and 12 more

Abstract read
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Article in Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists), 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

22 authors.

Huyen T BuiSchool of Optometry & Vision Sciences, Cardiff University, Cardiff, UK.ORCID http://orcid.org/0009-0004-0733-5281
Dirk J van HemertDepartment of Ophthalmology, Erasmus MC University Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0009-0006-8744-684X
Tianli PengBeijing Institute of Ophthalmology, Beijing Tongren Eye Centre, Beijing Tongren Hospital, Capital Medical University, Beijing, China.ORCID http://orcid.org/0000-0002-5798-4843
Shuhui YangBeijing Institute of Ophthalmology, Beijing Tongren Eye Centre, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Hai-Yen T NguyenDepartment of Ophthalmology and Optometry, Hanoi Medical University, Hanoi, Viet Nam.ORCID http://orcid.org/0009-0000-8985-5520
Hannah NoorSchool of Optometry & Vision Sciences, Cardiff University, Cardiff, UK.ORCID http://orcid.org/0009-0000-8309-8063
Siofra C HarringtonSchool of Physics, Clinical & Optometric Sciences, Technological University Dublin, Dublin, Ireland.ORCID http://orcid.org/0000-0003-2667-1796
Sander C M KneepkensDepartment of Ophthalmology, Erasmus MC University Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0003-2689-5896
Lene A HagenNational Centre for Optics, Vision and Eye Care, Faculty of Health and Social Sciences, University of South-Eastern Norway, Kongsberg, Norway.ORCID http://orcid.org/0000-0002-9017-4519
Craig S WalkerSchool of Optometry & Vision Sciences, Cardiff University, Cardiff, UK.ORCID http://orcid.org/0009-0002-9607-7506
CREAM-Kids Consortium
Edward MallenSchool of Pharmacy, Optometry and Medical Sciences, University of Bradford, Bradford, UK.ORCID http://orcid.org/0000-0001-6868-8305
Matthew CufflinSchool of Pharmacy, Optometry and Medical Sciences, University of Bradford, Bradford, UK.ORCID http://orcid.org/0009-0003-1227-2898
Rigmor C BaraasNational Centre for Optics, Vision and Eye Care, Faculty of Health and Social Sciences, University of South-Eastern Norway, Kongsberg, Norway.ORCID http://orcid.org/0000-0003-3259-7617
Neema Ghorbani-MojarradSchool of Pharmacy, Optometry and Medical Sciences, University of Bradford, Bradford, UK.ORCID http://orcid.org/0000-0001-9171-3070
Olavi PärssinenGerontology Research Centre and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0002-2976-8174
Louise TerrySchool of Optometry & Vision Sciences, Cardiff University, Cardiff, UK.ORCID http://orcid.org/0000-0002-6200-8230
Shi-Ming LiBeijing Institute of Ophthalmology, Beijing Tongren Eye Centre, Beijing Tongren Hospital, Capital Medical University, Beijing, China.ORCID http://orcid.org/0000-0003-2828-3260
Amanda N FrenchDiscipline of Orthoptics, Faculty of Health, University of Technology Sydney, Sydney, Australia.ORCID http://orcid.org/0000-0001-8114-8127
Jason C YamDepartment of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China.ORCID http://orcid.org/0000-0002-2156-1486
Caroline C W KlaverDepartment of Ophthalmology, Erasmus MC University Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0002-2355-5258
Jeremy A GuggenheimSchool of Optometry & Vision Sciences, Cardiff University, Cardiff, UK. guggenheimj1@cardiff.ac.uk.ORCID http://orcid.org/0000-0001-5164-340X

Funding

Beijing High-Tech Innovation Program Peak Project G202512030Beijing Natural Science Foundation L248023Beijing New-Star Plan of Science and Technology Cross-Cooperation Project 20250484983Capital Health Research and Development of Special Grant 2024-2G-1081European Research Council ERC Advanced grant 101098324Eye Foundation Finland Tampere Region Support Foundation for the Visually ImpairedMinistry of Education and Training, Vietnam 60/ICD-FGMinistry of Education and Training, Vietnam 75/ICD-FGNational Health and Medical Research Council grant 253732National Natural Science Foundation of China 82425017National Natural Science Foundation of China 82471113, 82071000The Excellent Youth Talents Program of Capital Medical University A2307Vietnamese Government Scholarship Project 89, Decision No. 2671/QĐ-BGĐT
6 · The paper itself

Abstract

purposePseudomyopia is an accommodative disorder that can be identified by the difference between pre- and post-cycloplegic refractive error. The current study aimed to evaluate whether the axial length to corneal curvature (AL/CR) ratio, in conjunction with non-cycloplegic refractive error, can reliably identify pseudomyopia in children, thus avoiding the need for cycloplegia.

methodsRefractive error and biometry data from longitudinal studies based in Denmark (n = 645; age 7-17 years) and China (Anyang Childhood Eye Study; n = 2487; age 6-13 years) were used to train separate linear mixed models for children of European or East Asian ancestry, respectively, with AL/CR ratio as outcome and cycloplegic spherical equivalent refractive error (SER), age and sex as predictors. The models could be used to calculate the AL/CR 95% prediction interval in a child of known age, sex and non-cycloplegic SER; if the child's AL/CR fell below the lower limit of the AL/CR 95% prediction interval, then the child was classified as pseudomyopic. The European and East Asian models were externally validated using data from participants of the Ireland Eye Study (IES; n = 92) and Sydney Myopia Study (SMS; n = 686) cohorts, and the Hong Kong Children Eye Study (HKCES; n = 9519) and Vietnam (n = 1165) cohorts, respectively.

resultsThe European model demonstrated moderate detection accuracy for pseudomyopia: sensitivity = 0.82 (IES) and 0.81 (SMS); specificity = 0.75 in both cohorts. By contrast, the East Asian model performed poorly: sensitivity = 0.22 (HKCES) and 0.13 (Vietnam); specificity = 0.99 in both cohorts.

conclusionsDespite moderate diagnostic performance in European samples, the current AL/CR-based models lacked sufficient accuracy for screening and performed poorly in East Asian children, suggesting that AL/CR is not a reliable non-cycloplegic marker of pseudomyopia. Further studies incorporating additional ocular biometric parameters and employing a more rigorous definition of pseudomyopia may build on these initial findings.

Indexed as

Axial lengthCorneal curvatureMyopiaNon-cycloplegic screeningPseudomyopiaRefractive error

Identifiers

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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.