TY - JOUR
T1 - Axial Length to Corneal Curvature Ratio is Insufficient for Detecting Pseudomyopia in Children
T2 - A Multi-Cohort Study
AU - The CREAM-Kids Consortium
AU - Bui, Huyen T.
AU - van Hemert, Dirk J.
AU - Peng, Tianli
AU - Yang, Shuhui
AU - Nguyen, Hai Yen T.
AU - Noor, Hannah
AU - Harrington, Siofra C.
AU - Kneepkens, Sander C.M.
AU - Hagen, Lene A.
AU - Walker, Craig S.
AU - Mallen, Edward
AU - Cufflin, Matthew
AU - Baraas, Rigmor C.
AU - Ghorbani-Mojarrad, Neema
AU - Pärssinen, Olavi
AU - Terry, Louise
AU - Li, Shi Ming
AU - French, Amanda N.
AU - Yam, Jason C.
AU - Klaver, Caroline C.W.
AU - Guggenheim, Jeremy A.
N1 - Publisher Copyright:
© The Author(s) 2026.
PY - 2026
Y1 - 2026
N2 - 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.
AB - 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.
KW - Axial length
KW - Corneal curvature
KW - Myopia
KW - Non-cycloplegic screening
KW - Pseudomyopia
KW - Refractive error
UR - https://www.scopus.com/pages/publications/105051342151
UR - https://arrow.tudublin.ie/scschphyro/31/
U2 - 10.1007/s44402-026-00185-2
DO - 10.1007/s44402-026-00185-2
M3 - Article
C2 - 42758276
AN - SCOPUS:105051342151
SN - 0275-5408
JO - Ophthalmic and Physiological Optics
JF - Ophthalmic and Physiological Optics
ER -