ArticleInvestigative ophthalmology & visual science2013
Coordinated genetic scaling of the human eye: shared determination of axial eye length and corneal curvature.
Article in Investigative ophthalmology & visual science, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
21 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Correlation between refractive errors and ocular biometric parameters in children and adolescents: a systematic review and meta-analysis.BMC ophthalmology · 2023Pooled it
- Nine loci for ocular axial length identified through genome-wide association studies, including shared loci with refractive error.American journal of human genetics · 2013Pooled it
- Longitudinal changes in corneal curvature and its relationship to axial length in the Correction of Myopia Evaluation Trial (COMET) cohort.Journal of optometryTrial
- A longitudinal analysis of myopia progression and its predictors in a Ghanaian clinical cohort.Frontiers in ophthalmology · 2026Article
- Cohort Profile Update: The Tohoku Medical Megabank Project Birth and Three-Generation Cohort Study (TMM BirThree Cohort Study) 2023 update.International journal of epidemiology · 2025Article
- Optical and Visual Diet in Myopia.Investigative ophthalmology & visual science · 2025Review
- Genetic Correlations Among Corneal Biophysical Parameters and Anthropometric Traits.Translational vision science & technology · 2023Article
- A multiethnic genome-wide analysis of 19,420 individuals identifies novel loci associated with axial length and shared genetic influences with refractive error and myopia.Frontiers in genetics · 2023Article
- Genome-wide Association Study of Axial Length in Population-based Cohorts in Japan: The Tohoku Medical Megabank Organization Eye Study.Ophthalmology science · 2022Article
- Optical Biometry and Lens Power Calculations in 500 Phakic Patients: Axial Length and Corneal Curvature in the Fellow Eye.Clinical ophthalmology (Auckland, N.Z.) · 2022Article
- Optical biometry and influence of media opacity due to cataract on development of axial length in NorthEast Indian paediatric patients- A prospective study.BMC ophthalmology · 2021Observational
- Genetic Variants Associated With Human Eye Size Are Distinct From Those Conferring Susceptibility to Myopia.Investigative ophthalmology & visual science · 2021Article
- IMI - Myopia Genetics Report.Investigative ophthalmology & visual science · 2019Review
- Quantile regression analysis reveals widespread evidence for gene-environment or gene-gene interactions in myopia development.Communications biology · 2019Article
- Article
- Association analysis of exome variants and refraction, axial length, and corneal curvature in a European-American population.Human mutation · 2018Article
- The correlation between cognitive performance and retinal nerve fibre layer thickness is largely explained by genetic factors.Scientific reports · 2016Article
- Controversial opinion: evaluation of EGR1 and LAMA2 loci for high myopia in Chinese populations.Journal of Zhejiang University. Science. B · 2016Article
- APLP2 Regulates Refractive Error and Myopia Development in Mice and Humans.PLoS genetics · 2015Article
- Assumption-free estimation of the genetic contribution to refractive error across childhood.Molecular vision · 2015Article
Corrections and comments
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Authors and funding
16 authors.
Funding
Abstract
purposeTo examine the extent to which the two major determinants of refractive error, corneal curvature and axial length, are scaled relative to one another by shared genetic variants, along with their relationship to the genetic scaling of height.
methodsCorneal curvature, axial length, and height were measured in unrelated 14- to 17-year-old white European participants of the Avon Longitudinal Study of Parents and Children (ALSPAC; n = 1915) and in unrelated 40- to 80-year-old participants of the Singapore Chinese Eye Study (SCES; n = 1642). Univariate and bivariate heritability analyses were performed with methods that avoid confounding by common family environment, using information solely from genome-wide high-density genotypes.
resultsIN ALSPAC SUBJECTS, AXIAL LENGTH, CORNEAL CURVATURE, AND HEIGHT HAD SIMILAR LOWER-BOUND HERITABILITY ESTIMATES: axial length, h(2) = 0.46 (SE = 0.16, P = 0.002); corneal curvature, h(2) = 0.42 (SE = 0.16, P = 0.004); height, h(2) = 0.48 (SE = 0.17, P = 0.002). The corresponding estimates in the SCES were 0.79 (SE = 0.18, P < 0.001), 0.35 (SE = 0.20, P = 0.036), and 0.31 (SE = 0.20, P = 0.061), respectively. The genetic correlation between corneal curvature and axial length was 0.69 (SE = 0.17, P = 0.019) for ALSPAC participants and 0.64 (SE = 0.22, P = 0.003) for SCES participants. In the subset of 1478 emmetropic ALSPAC individuals, the genetic correlation was 0.85 (SE = 0.12, P = 0.008).
conclusionsThese results imply that coordinated scaling of ocular component dimensions is largely achieved by hundreds to thousands of common genetic variants, each with a small pleiotropic effect. Furthermore, genome-wide association studies (GWAS) for either axial length or corneal curvature are likely to identify variants controlling overall eye size when using discovery cohorts dominated by emmetropes, but trait-specific variants in discovery cohorts dominated by ametropes.
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