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      Increasing Prevalence of Myopia in Europe and the Impact of Education

      research-article
      , MPhil, FRCOphth 1 , 2 , , MD, PhD 3 , 4 , , MSc, BA 5 , , MD 6 , , MD, MSc 7 , 8 , , MD 9 , , MD, MSc 7 , 8 , , PhD 10 , 11 , , MD, PhD 12 , , MD, PhD 13 , , PhD 14 , , MD 6 , , MD, PhD 2 , , MPhil, FRCOphth 15 , , MD 10 , 11 , , PhD 16 , , MD, PhD 7 , 8 , , MD 12 , , MD, PhD 10 , 11 , , PhD 17 , , MD, PhD 8 , , MD, PhD 7 , 8 , , MSc 15 , , MD 18 , , MD, PhD 9 , , MD, PhD 4 , 19 , , MD 6 , , PhD, FRCOphth 20 , , PhD 8 , , MD 6 , , PhD 10 , 11 , , MD, PhD 7 , 8 , , PhD, FRCOphth 5 , 20 , , MD, FRCOphth 1 , 2 , , European Eye Epidemiology (E 3) Consortium
      Ophthalmology
      Elsevier
      CI, confidence interval, D, diopters, E3, European Eye Epidemiology

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          Abstract

          Purpose

          To investigate whether myopia is becoming more common across Europe and explore whether increasing education levels, an important environmental risk factor for myopia, might explain any temporal trend.

          Design

          Meta-analysis of population-based, cross-sectional studies from the European Eye Epidemiology (E 3) Consortium.

          Participants

          The E 3 Consortium is a collaborative network of epidemiological studies of common eye diseases in adults across Europe. Refractive data were available for 61 946 participants from 15 population-based studies performed between 1990 and 2013; participants had a range of median ages from 44 to 78 years.

          Methods

          Noncycloplegic refraction, year of birth, and highest educational level achieved were obtained for all participants. Myopia was defined as a mean spherical equivalent ≤−0.75 diopters. A random-effects meta-analysis of age-specific myopia prevalence was performed, with sequential analyses stratified by year of birth and highest level of educational attainment.

          Main Outcome Measures

          Variation in age-specific myopia prevalence for differing years of birth and educational level.

          Results

          There was a significant cohort effect for increasing myopia prevalence across more recent birth decades; age-standardized myopia prevalence increased from 17.8% (95% confidence interval [CI], 17.6–18.1) to 23.5% (95% CI, 23.2–23.7) in those born between 1910 and 1939 compared with 1940 and 1979 ( P = 0.03). Education was significantly associated with myopia; for those completing primary, secondary, and higher education, the age-standardized prevalences were 25.4% (CI, 25.0–25.8), 29.1% (CI, 28.8–29.5), and 36.6% (CI, 36.1–37.2), respectively. Although more recent birth cohorts were more educated, this did not fully explain the cohort effect. Compared with the reference risk of participants born in the 1920s with only primary education, higher education or being born in the 1960s doubled the myopia prevalence ratio–2.43 (CI, 1.26–4.17) and 2.62 (CI, 1.31–5.00), respectively—whereas individuals born in the 1960s and completing higher education had approximately 4 times the reference risk: a prevalence ratio of 3.76 (CI, 2.21–6.57).

          Conclusions

          Myopia is becoming more common in Europe; although education levels have increased and are associated with myopia, higher education seems to be an additive rather than explanatory factor. Increasing levels of myopia carry significant clinical and economic implications, with more people at risk of the sight-threatening complications associated with high myopia.

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          Most cited references38

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          Outdoor activity during class recess reduces myopia onset and progression in school children.

          The aim of this study was to investigate the effect of outdoor activity during class recess on myopia changes among elementary school students in a suburban area of Taiwan. Prospective, comparative, consecutive, interventional study. Elementary school students 7 to 11 years of age recruited from 2 nearby schools located in a suburban area of southern Taiwan. The children of one school participated in the interventions, whereas those from the other school served as the control group. The interventions consisted of performing a recess outside the classroom (ROC) program that encouraged children to go outside for outdoor activities during recess. The control school did not have any special programs during recess. Data were obtained by means of a parent questionnaire and ocular evaluations that included axial length and cycloplegic autorefraction at the beginning and after 1 year. Five hundred seventy-one students were recruited for this study, of whom 333 students participated in the interventional program, and 238 students were in the control school. At the beginning of the study, there were no significant differences between these 2 schools with regard to age, gender, baseline refraction, and myopia prevalence (47.75% vs. 49.16%). After 1 year, new onset of myopia was significantly lower in the ROC group than in the control group (8.41% vs. 17.65%; P<0.001). There was also significantly lower myopic shift in the ROC group compared with the control group (-0.25 diopter [D]/year vs. -0.38 D/year; P = 0.029). The multivariate analysis demonstrated that the variables of intervention of the ROC program and higher school year proved to be a protective factor against myopia shift in nonmyopic subjects (P = 0.020 and P = 0.017, respectively). For myopic subjects, school year was the only variable significantly associated with myopia progression (P = 0.006). Outdoor activities during class recess in school have a significant effect on myopia onset and myopic shift. Such activities have a prominent effect on the control of myopia shift, especially in nonmyopic children. The author(s) have no proprietary or commercial interest in any materials discussed in this article. Copyright © 2013 American Academy of Ophthalmology. Published by Elsevier Inc. All rights reserved.
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            Increased prevalence of myopia in the United States between 1971-1972 and 1999-2004.

            To compare US population prevalence estimates for myopia in 1971-1972 and 1999-2004. The 1971-1972 National Health and Nutrition Examination Survey provided the earliest nationally representative estimates for US myopia prevalence; myopia was diagnosed by an algorithm using either lensometry, pinhole visual acuity, and presenting visual acuity (for presenting visual acuity > or =20/40) or retinoscopy (for presenting visual acuity -2.0 diopters [D]: 17.5% vs 13.4%, respectively [P -7.9 D: 22.4% vs 11.4%, respectively [P < .001]; < or =-7.9 D: 1.6% vs 0.2%, respectively [P < .001]). When using similar methods for each period, the prevalence of myopia in the United States appears to be substantially higher in 1999-2004 than 30 years earlier. Identifying modifiable risk factors for myopia could lead to the development of cost-effective interventional strategies.
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              Genome-wide meta-analyses of multiancestry cohorts identify multiple new susceptibility loci for refractive error and myopia.

              Refractive error is the most common eye disorder worldwide and is a prominent cause of blindness. Myopia affects over 30% of Western populations and up to 80% of Asians. The CREAM consortium conducted genome-wide meta-analyses, including 37,382 individuals from 27 studies of European ancestry and 8,376 from 5 Asian cohorts. We identified 16 new loci for refractive error in individuals of European ancestry, of which 8 were shared with Asians. Combined analysis identified 8 additional associated loci. The new loci include candidate genes with functions in neurotransmission (GRIA4), ion transport (KCNQ5), retinoic acid metabolism (RDH5), extracellular matrix remodeling (LAMA2 and BMP2) and eye development (SIX6 and PRSS56). We also confirmed previously reported associations with GJD2 and RASGRF1. Risk score analysis using associated SNPs showed a tenfold increased risk of myopia for individuals carrying the highest genetic load. Our results, based on a large meta-analysis across independent multiancestry studies, considerably advance understanding of the mechanisms involved in refractive error and myopia.
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                Author and article information

                Contributors
                Journal
                Ophthalmology
                Ophthalmology
                Ophthalmology
                Elsevier
                0161-6420
                1549-4713
                1 July 2015
                July 2015
                : 122
                : 7
                : 1489-1497
                Affiliations
                [1 ]Department of Ophthalmology, King's College London, St. Thomas' Hospital, London, United Kingdom
                [2 ]Department of Twin Research and Genetic Epidemiology, King's College London, St. Thomas' Hospital, London, United Kingdom
                [3 ]Department of Ophthalmology, University Hospital of North Norway, Tromsø, Norway
                [4 ]Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
                [5 ]Life Course, Epidemiology and Biostatistics Section, UCL Institute of Child Health, London, United Kingdom
                [6 ]University Medical Center, Department of Ophthalmology, Mainz, Germany
                [7 ]Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
                [8 ]Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
                [9 ]Department of Ophthalmology, Aristotle University of Thessaloniki, Thessaloniki, Greece
                [10 ]University Bordeaux, Bordeaux, France
                [11 ]ISPED, Centre INSERM U897-Epidemiologie-Biostatistique, Bordeaux, France
                [12 ]Department of Ophthalmology, Eye and Nutrition Research Group UMR 1324 INRA, University Hospital Dijon, France
                [13 ]Department of Ophthalmology, Oslo University Hospital, Oslo, Norway
                [14 ]Centre for Experimental Medicine, Institute of Clinical Science, Queen's University Belfast, Belfast, United Kingdom
                [15 ]Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
                [16 ]Institute of Genetic Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
                [17 ]London School of Hygiene and Tropical Medicine, London, United Kingdom
                [18 ]Institute of Human Genetics, Klinikum rechts der Isar, Technische Universität, Munich, Germany
                [19 ]Department of Ophthalmology, Nordland Hospital, Norway, Bodø, Norway
                [20 ]NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & UCL Institute of Ophthalmology, London, United Kingdom
                Author notes
                []Correspondence: Christopher J. Hammond, MD, FRCOphth, Departments of Ophthalmology & Twin Research, King's College London, 3rd Floor, Block D, South Wing, St. Thomas' Hospital, Westminster Bridge Rd., London SE1 7EH, UK. chris.hammond@ 123456kcl.ac.uk
                Article
                S0161-6420(15)00280-8
                10.1016/j.ophtha.2015.03.018
                4504030
                25983215
                d22213ba-6315-42d3-9a5e-f25531baaa30
                © 2015 by the American Academy of Ophthalmology. All rights reserved.

                This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).

                History
                : 14 October 2014
                : 13 March 2015
                : 13 March 2015
                Categories
                Original Article

                Ophthalmology & Optometry
                ci, confidence interval,d, diopters,e3, european eye epidemiology

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