Axial Length to Corneal Curvature Ratio is Insufficient for Detecting Pseudomyopia in Children: A Multi-Cohort Study
PURPOSE: Pseudomyopia 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. METHODS: Refractive 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. RESULTS: The 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. CONCLUSIONS: Despite 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.
Authors
- Edward A. H. Mallen (ORCID: https://orcid.org/0000-0001-6868-8305)
- Rigmor C. Baraas (ORCID: https://orcid.org/0000-0003-3259-7617)
- Sander C. M. Kneepkens (ORCID: https://orcid.org/0000-0003-2689-5896)
- Lene A. Hagen (ORCID: https://orcid.org/0000-0002-9017-4519)
- Tianli Peng (ORCID: https://orcid.org/0000-0002-5798-4843)
- Jason C. Yam (ORCID: https://orcid.org/0000-0002-2156-1486)
- Caroline C. W. Klaver (ORCID: https://orcid.org/0000-0002-2355-5258)
- Jeremy A. Guggenheim (ORCID: https://orcid.org/0000-0001-5164-340X)
- Amanda French (ORCID: https://orcid.org/0000-0001-8114-8127)
- Louise Terry (ORCID: https://orcid.org/0000-0002-6200-8230)
- Neema Ghorbani‐Mojarrad (ORCID: https://orcid.org/0000-0001-9171-3070)
- Matthew Cufflin
- Síofra Harrington (ORCID: https://orcid.org/0000-0003-2667-1796)
- Olavi Pärssinen (ORCID: https://orcid.org/0000-0002-2976-8174)
- Shi‐Ming Li (ORCID: https://orcid.org/0000-0003-2828-3260)
- Hannah Noor
- Dirk J van Hemert (ORCID: https://orcid.org/0009-0006-8744-684X)
- Huyen T. Bui
- Shuhui Yang
- Craig S. Walker (ORCID: https://orcid.org/0009-0002-9607-7506)
- Hai-Yen T. Nguyen (ORCID: https://orcid.org/0009-0000-8985-5520)
Institutions
- University of Technology Sydney (AU)
- Beijing Tongren Hospital (CN)
- University of Bradford (GB)
- Radboud University Nijmegen (NL)
- Chinese University of Hong Kong (HK)
- Capital Medical University (CN)
- Hanoi Medical University (VN)
- Bradford Royal Infirmary (GB)
- University of South-Eastern Norway (NO)
- Erasmus MC (NL)
- Radboud University Medical Center (NL)
- Technological University Dublin (IE)
- Institute of Molecular and Clinical Ophthalmology Basel (CH)
- Cardiff University (GB)
- Erasmus University Rotterdam (NL)
- University of Jyväskylä (FI)
Publication Details
- Journal
- Ophthalmic and Physiological Optics
- Published
- 2026-09-18
- DOI
- https://doi.org/10.1007/s44402-026-00185-2
- Primary Topic
- Ophthalmology and Visual Impairment Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- European Research Council
- National Health and Medical Research Council