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AbstractMyopia, or near-sightedness, is our most common eye condition and the prevalence is increasing globally. Visual impairment will occur if uncorrected, whilst high myopia causes sight-threatening complications. Myopia is associated with higher intelligence. As both are heritable, we set out to examine whether there is a genetic correlation between myopia and intelligence in over 1,500 subjects (aged 14–18 years) from a twin birth cohort. The phenotypic correlation between refractive error and intelligence was −0.116 (p < 0.01) - the inverse correlation due to the fact that myopia is a negative refractive error. Bivariate twin modeling confirmed both traits were heritable (refractive error 85%, intelligence 47%) and the genetic correlation was −0.143 (95% CI −0.013 to −0.273). Of the small phenotypic correlation the majority (78%) was explained by genetic factors. Polygenic risk scores were constructed based on common genetic variants identified in previous genome-wide association studies of refractive error and intelligence. Genetic variants for intelligence and refractive error explain some of the reciprocal variance, suggesting genetic pleiotropy; in the best-fit model the polygenic score for intelligence explained 0.99% (p = 0.008) of refractive error variance. These novel findings indicate shared genetic factors contribute significantly to the covariance between myopia and intelligence.
GEM TWIN, Male, Multifactorial Inheritance, Adolescent, Intelligence, Twins, 610, SCHOOL-CHILDREN, Article, 576, Risk Factors, Myopia, Humans, Genetic Association Studies, EDUCATIONAL-ATTAINMENT, WORK, Science & Technology, Genome, Human, JUVENILE-ONSET MYOPIA, ASSOCIATION, Refractive Errors, OUTDOOR ACTIVITY, PREVALENCE, Multidisciplinary Sciences, REFRACTIVE ERROR, RISK-FACTORS, Linear Models, Science & Technology - Other Topics, Female
GEM TWIN, Male, Multifactorial Inheritance, Adolescent, Intelligence, Twins, 610, SCHOOL-CHILDREN, Article, 576, Risk Factors, Myopia, Humans, Genetic Association Studies, EDUCATIONAL-ATTAINMENT, WORK, Science & Technology, Genome, Human, JUVENILE-ONSET MYOPIA, ASSOCIATION, Refractive Errors, OUTDOOR ACTIVITY, PREVALENCE, Multidisciplinary Sciences, REFRACTIVE ERROR, RISK-FACTORS, Linear Models, Science & Technology - Other Topics, Female
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 24 | |
popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Top 10% | |
influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Top 10% | |
impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Top 10% |