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Zhao L, Jiang X, Zhang W, Hao L, Zhang Y, Wu S, Zhu B, Xu H. Prevalence and risk factors of myopia among children and adolescents in Hangzhou. Sci Rep 2024; 14:24615. [PMID: 39426975 PMCID: PMC11490480 DOI: 10.1038/s41598-024-73388-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 09/17/2024] [Indexed: 10/21/2024] Open
Abstract
To analyze the prevalence and influencing factors of myopia among children and adolescents in Hangzhou city, and provide ideas for the formulation of myopia prevention and control measures. A cross-sectional school-based study using stratified cluster random sampling method was used to select 31,880 students from 113 schools in Hangzhou city. Myopia screening and questionnaires on the influencing factors of poor visual acuity were carried out. Univariate and multivariate logistic regression were used to screen possible risk factors of myopia. The overall prevalence of myopia was found to be 55.3% (17,630/31,880), with the myopia rates observed among students in kindergarten, primary school, junior high school, and senior high school, at 5.8%, 34.9%, 74.2%, and 85.0%, respectively. As the academic year progresses, there has been an observable increase in the prevalence of myopia (χ2 = 8676.748, P<0.001), low myopia (χ2 = 5444.040, P<0.001) and high myopia (χ2 = 2171.073, P<0.001) among students, with the difference between the three groups being statistically significant. The myopia prevalence in girls is higher than that in boys (χ2 = 119.917, P<0.001); the prevalence of myopia in urban students is higher than that in suburban students (χ2 = 4.603, P = 0.032). The time spent on homework after school, the correctness of reading and writing postures, the duration of exposure to electronic screens, and the use of lighting in an appropriate manner all have an impact on the development of myopia (all P<0.05). The overall prevalence of myopia and high myopia in schools in eastern China, is notably high. The prevalence of myopia and high myopia increases with grade or age. Myopia is associated with increased age, parental myopia, extended periods of homework after school, poor reading and writing posture, prolonged exposure to electronic screens and inappropriate lighting. In light of the findings of the present survey, it is recommended that a comprehensive prevention and control intervention model for myopia in children and adolescents based on society-hospital-school-family-individual students with a view to preventing and controlling myopia.
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Affiliation(s)
- Lijuan Zhao
- Department of Health Hazards Surveillance, Hangzhou Center For Disease Control and Prevention (Hangzhou Health Supervision Institution), No. 568 Mingshi Road, Hangzhou, 310021, Zhejiang, China
| | - Xiujun Jiang
- Department of Automotive and Architectural Landscape Architecture, Fuyang College: Zhejiang Open University, Hangzhou, Zhejiang, China
| | - Wenhui Zhang
- Department of Health Hazards Surveillance, Hangzhou Center For Disease Control and Prevention (Hangzhou Health Supervision Institution), No. 568 Mingshi Road, Hangzhou, 310021, Zhejiang, China
| | - Li Hao
- Department of Health Hazards Surveillance, Hangzhou Center For Disease Control and Prevention (Hangzhou Health Supervision Institution), No. 568 Mingshi Road, Hangzhou, 310021, Zhejiang, China
| | - Yuting Zhang
- Department of Health Hazards Surveillance, Hangzhou Center For Disease Control and Prevention (Hangzhou Health Supervision Institution), No. 568 Mingshi Road, Hangzhou, 310021, Zhejiang, China
| | - Shangxi Wu
- Department of Health Hazards Surveillance, Hangzhou Center For Disease Control and Prevention (Hangzhou Health Supervision Institution), No. 568 Mingshi Road, Hangzhou, 310021, Zhejiang, China
| | - Bing Zhu
- Institute of Nutrition and Food Safety, Zhejiang Provincial Center for Disease Control and Prevention, NO. 3399 Binsheng Road, Hangzhou, 310057, Zhejiang, China.
| | - Hong Xu
- Department of Health Hazards Surveillance, Hangzhou Center For Disease Control and Prevention (Hangzhou Health Supervision Institution), No. 568 Mingshi Road, Hangzhou, 310021, Zhejiang, China.
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Wu LY, Lin WP, Wu R, White L, Abass A. FEA-Based Stress-Strain Barometers as Forecasters for Corneal Refractive Power Change in Orthokeratology. Bioengineering (Basel) 2024; 11:166. [PMID: 38391654 PMCID: PMC10886155 DOI: 10.3390/bioengineering11020166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 02/04/2024] [Accepted: 02/06/2024] [Indexed: 02/24/2024] Open
Abstract
PURPOSE To improve the effectivity of patient-specific finite element analysis (FEA) to predict refractive power change (RPC) in rigid Ortho-K contact lens fitting. Novel eyelid boundary detection is introduced to the FEA model to better model the effects of the lid on lens performance, and stress and strain outcomes are investigated to identify the most effective FEA components to use in modelling. METHODS The current study utilises fully anonymised records of 249 eyes, 132 right eyes, and 117 left eyes from subjects aged 14.1 ± 4.0 years on average (range 9 to 38 years), which were selected for secondary analysis processing. A set of custom-built MATLAB codes was built to automate the process from reading Medmont E300 height and distance files to processing and displaying FEA stress and strain outcomes. Measurements from before and after contact lens wear were handled to obtain the corneal surface change in shape and power. Tangential refractive power maps were constructed from which changes in refractive power pre- and post-Ortho-K wear were determined as the refractive power change (RPC). A total of 249 patient-specific FEA with innovative eyelid boundary detection and 3D construction analyses were automatically built and run for every anterior eye and lens combination while the lens was located in its clinically detected position. Maps of four stress components: contact pressure, Mises stress, pressure, and maximum principal stress were created in addition to maximum principal logarithmic strain maps. Stress and strain components were compared to the clinical RPC maps using the two-dimensional (2D) normalised cross-correlation and structural similarity (SSIM) index measure. RESULTS On the one hand, the maximum principal logarithmic strain recorded the highest moderate 2D cross-correlation area of 8.6 ± 10.3%, and contact pressure recorded the lowest area of 6.6 ± 9%. Mises stress recorded the second highest moderate 2D cross-correlation area with 8.3 ± 10.4%. On the other hand, when the SSIM index was used to compare the areas that were most similar to the clinical RPC, maximum principal stress was the most similar, with an average strong similarity percentage area of 26.5 ± 3.3%, and contact pressure was the least strong similarity area of 10.3 ± 7.3%. Regarding the moderate similarity areas, all components were recorded at around 34.4% similarity area except the contact pressure, which was down to 32.7 ± 5.8%. CONCLUSIONS FEA is an increasingly effective tool in being able to predict the refractive outcome of Ortho-K treatment. Its accuracy depends on identifying which clinical and modelling metrics contribute to the most accurate prediction of RPC with minimal ocular complications. In terms of clinical metrics, age, Intra-ocular pressure (IOP), central corneal thickness (CCT), surface topography, lens decentration and the 3D eyelid effect are all important for effective modelling. In terms of FEA components, maximum principal stress was found to be the best FEA barometer that can be used to predict the performance of Ortho-K lenses. In contrast, contact pressure provided the worst stress performance. In terms of strain, the maximum principal logarithmic strain was an effective strain barometer.
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Affiliation(s)
- Lo-Yu Wu
- Department of Power Mechanical Engineering, Nation Tsing Hua University, Hsinchu 300, Taiwan
- Research and Development Center, Brighten Optix Corporation, Taipei 111, Taiwan
| | - Wen-Pin Lin
- Research and Development Center, Brighten Optix Corporation, Taipei 111, Taiwan
- Department of Optometry, University of Kang Ning, Taipei 114, Taiwan
| | - Richard Wu
- Research and Development Center, Brighten Optix Corporation, Taipei 111, Taiwan
- College of Optometry, Pacific University, Forest Grove, OR 97116, USA
| | - Lynn White
- Research and Development Department, LWVision, Leicester LE18 1DF, UK
| | - Ahmed Abass
- Department of Materials, Design and Manufacturing Engineering, School of Engineering, University of Liverpool, Liverpool L69 3GH, UK
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Bullimore MA, Liu M. Efficacy of the Euclid orthokeratology lens in slowing axial elongation. Cont Lens Anterior Eye 2023; 46:101875. [PMID: 37365049 DOI: 10.1016/j.clae.2023.101875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 06/19/2023] [Indexed: 06/28/2023]
Abstract
PURPOSE The Euclid Emerald lens designs for orthokeratology have been available in global markets for over 20 years and is used extensively by clinicians for slowing myopia progression in children. This paper comprehensively reviews data from published studies of the efficacy of this lens. METHODS A comprehensive systematic search was performed in March 2023 using Medline with the following search terms: orthokeratology AND myopi* AND (axial or elong*) NOT (review or meta). RESULTS The original search identified 189 articles, of which 140 reported axial elongation. Of those, 49 reported data on the Euclid Emerald design. Unique axial elongation data could be extracted from 37 papers-14 of which included an untreated control group. Among these, the mean 12-month efficacy-the difference in axial elongation between orthokeratology wearers and controls-was 0.18 mm (range: 0.05-0.29 mm), and the mean 24-month efficacy was 0.28 mm (range: 0.17-0.38 mm). The orthokeratology wearers in 23 studies without an untreated comparison group showed similar axial elongation to those in the 14 studies with a control group. For example, the mean 12-month axial elongation for the studies with controls was 0.20 ± 0.06 mm compared with 0.20 ± 0.07 mm for the studies without controls. CONCLUSIONS This extensive body of literature on a single device for myopia control is unique and demonstrates the efficacy of this design in slowing axial elongation in myopic children.
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Affiliation(s)
- Mark A Bullimore
- University of Houston, College of Optometry, 4901 Calhoun Rd., Houston, TX 77204, United States.
| | - Maria Liu
- Herbert Wertheim School of Optometry and Vision Science, University of California, Berkeley, Berkeley, CA 94720, United States.
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Vincent SJ, Cho P, Chan KY, Fadel D, Ghorbani-Mojarrad N, González-Méijome JM, Johnson L, Kang P, Michaud L, Simard P, Jones L. CLEAR - Orthokeratology. Cont Lens Anterior Eye 2021; 44:240-269. [DOI: 10.1016/j.clae.2021.02.003] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 02/01/2021] [Indexed: 12/25/2022]
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Garcia‐del valle AM, Blázquez V, Gros‐otero J, Infante M, Culebras A, Verdejo A, Sebastián J, García M, Bueno S, Piñero DP. Efficacy and safety of a soft contact lens to control myopia progression. Clin Exp Optom 2021; 104:14-21. [DOI: 10.1111/cxo.13077] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Affiliation(s)
- Alba M Garcia‐del valle
- School of Optometry, Universidad San Pablo‐CEU, CEU Universities, Madrid, Spain
- Department of R+D, Tiedra Farmacéutica, S.L, Madrid, Spain
| | - Vanesa Blázquez
- Department of R+D, Tiedra Farmacéutica, S.L, Madrid, Spain
- Service of Ophthalmology, Clínica Rementería, Madrid, Spain
| | | | - Mónica Infante
- Service of Paediatric Ophthalmology and Strabismus, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Antonio Culebras
- Department of Contactology, Contactología Clínica y Oftálmica, Sevilla, Spain
| | - Antonio Verdejo
- Deparment of Contactology, Clínica Real Visión, Madrid, Spain
| | - Javier Sebastián
- Department of Ophthalmology, Clínica Q‐Visión, Hospital Vithas Virgen del Mar, Almería, Spain
| | - Marcos García
- Optometry Service, Clínica Oftalmológica Lasik Centre, Madrid, Spain
| | - Sara Bueno
- School of Optometry, Universidad San Pablo‐CEU, CEU Universities, Madrid, Spain
| | - David P Piñero
- Department of Optics, Pharmacology and Anatomy, University of Alicante, Alicante, Spain
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Brennan NA, Toubouti YM, Cheng X, Bullimore MA. Efficacy in myopia control. Prog Retin Eye Res 2020; 83:100923. [PMID: 33253901 DOI: 10.1016/j.preteyeres.2020.100923] [Citation(s) in RCA: 135] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 11/17/2020] [Accepted: 11/23/2020] [Indexed: 12/14/2022]
Abstract
There is rapidly expanding interest in interventions to slow myopia progression in children and teenagers, with the intent of reducing risk of myopia-associated complications later in life. Despite many publications dedicated to the topic, little attention has been devoted to understanding 'efficacy' in myopia control and its application. Treatment effect has been expressed in multiple ways, making comparison between therapies and prognosis for an individual patient difficult. Available efficacy data are generally limited to two to three years making long-term treatment effect uncertain. From an evidence-based perspective, efficacy projection should be conservative and not extend beyond that which has been empirically established. Using this principle, review of the literature, data from our own clinical studies, assessment of demonstrated myopia control treatments and allowance for the limitations and context of available data, we arrive at the following important interpretations: (i) axial elongation is the preferred endpoint for assessing myopic progression; (ii) there is insufficient evidence to suggest that faster progressors, or younger myopes, derive greater benefit from treatment; (iii) the initial rate of reduction of axial elongation by myopia control treatments is not sustained; (iv) consequently, using percentage reduction in progression as an index to describe treatment effect can be very misleading and (v) cumulative absolute reduction in axial elongation (CARE) emerges as a preferred efficacy metric; (vi) maximum CARE that has been measured for existing myopia control treatments is 0.44 mm (which equates to about 1 D); (vii) there is no apparent superior method of treatment, although commonly prescribed therapies such as 0.01% atropine and progressive addition spectacles lenses have not consistently provided clinically important effects; (viii) while different treatments have shown divergent efficacy in the first year, they have shown only small differences after this; (ix) rebound should be assumed until proven otherwise; (x) an illusion of inflated efficacy is created by measurement error in refraction, sample bias in only treating 'measured' fast progressors and regression to the mean; (xi) decision to treat should be based on age of onset (or refraction at a given age), not past progression; (xii) the decreased risk of complications later in life provided by even modest reductions in progression suggest treatment is advised for all young myopes and, because of limitations of available interventions, should be aggressive.
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Affiliation(s)
- Noel A Brennan
- Johnson & Johnson Vision, 7500 Centurion Pkwy, Jacksonville, FL, 32256, USA.
| | - Youssef M Toubouti
- Johnson & Johnson Vision, 7500 Centurion Pkwy, Jacksonville, FL, 32256, USA
| | - Xu Cheng
- Johnson & Johnson Vision, 7500 Centurion Pkwy, Jacksonville, FL, 32256, USA
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Yoo YS, Kim DY, Byun YS, Ji Q, Chung IK, Whang WJ, Park MR, Kim HS, Na KS, Joo CK, Yoon G. Impact of peripheral optical properties induced by orthokeratology lens use on myopia progression. Heliyon 2020; 6:e03642. [PMID: 32274428 PMCID: PMC7132157 DOI: 10.1016/j.heliyon.2020.e03642] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 01/22/2020] [Accepted: 03/18/2020] [Indexed: 11/18/2022] Open
Abstract
The objective of the present retrospective comparative cohort study was to compare the impact of wearing glasses versus an orthokeratology (Ortho-K) lens on peripheral optical properties and myopia progression in a population of South Korean children. Participants included children with myopia, between 8 and 12 years of age (n = 22 eyes), and divided into two groups: those who used glasses (Group I, n = 9) and those who used an Ortho-K lens (Group II, n = 13). Myopia progression over one year was quantified by changes in the central axial length of the eye. Keratometry and corneal aberrations on both the anterior and posterior surfaces of the eye were obtained using a Scheimpflug camera. A custom-developed Shack-Hartmann aberrometer was also used to measure peripheral aberrations across the horizontal visual field, up to 30°, and along the nasal-temporal meridian in 10-degree steps. Central axial elongation was larger in Group I (0.59 ± 0.21 mm) than in Group II (0.34 ± 0.18 mm) (P = .01). Relative peripheral spherical refractions at 10 and 20° nasally and at 10° temporally (P = 0.04, 0.049, and 0.042, respectively) relative to the fovea were positively correlated with central axial elongation in Group II. Group II exhibited an increase in peripheral ocular high order aberrations, such as horizontal coma and asymmetric trefoil. The use of Ortho-K lenses was found to slow the rate of central axis elongation in children with myopia. This effect might be related to an increase in both peripheral spherical refraction and peripheral ocular higher order aberrations with Ortho-K lens use.
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Affiliation(s)
- Young-Sik Yoo
- Department of Ophthalmology, College of Medicine, Uijeongbu St. Mary's Hospital, The Catholic University of Korea, 271, Cheonbo-ro, Uijeongbu-si, Gyeonggi-do, South Korea
- Department of Ophthalmology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, 135-710, Seoul, South Korea
| | - Dae Yu Kim
- Electrical Engineering, College of Engineering, Inha University, 100, Inha-ro, Michuhol-gu, Incheon, South Korea
| | - Yong-Soo Byun
- Department of Ophthalmology and Visual Science, College of Medicine, Seoul St. Mary's Hospital, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul, South Korea
| | - Qiuzhi Ji
- Flaum Eye Institute, The Institute of Optics, Center for Visual Science, University of Rochester, 601 Elmwood Ave., Box 314, 14642, Rochester, New York, USA
| | - In-Kwon Chung
- Department of Ophthalmology, Ilsan Paik Hospital, Inje University College of Medicine, 170, Juhwa-ro, Ilsanseo-gu, Goyang-si, Gyeonggi-do, South Korea
| | - Woong-Joo Whang
- Department of Ophthalmology, College of Medicine, Yeouido St. Mary's Hospital, The Catholic University of Korea, 10 63-ro, Yeongdeungpo-gu, 07345, Seoul, South Korea
| | - Mi Ra Park
- Department of Ophthalmology, College of Medicine, Yeouido St. Mary's Hospital, The Catholic University of Korea, 10 63-ro, Yeongdeungpo-gu, 07345, Seoul, South Korea
| | - Hyun-Seung Kim
- Department of Ophthalmology and Visual Science, College of Medicine, Seoul St. Mary's Hospital, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul, South Korea
| | - Kyung-Sun Na
- Department of Ophthalmology, College of Medicine, Yeouido St. Mary's Hospital, The Catholic University of Korea, 10 63-ro, Yeongdeungpo-gu, 07345, Seoul, South Korea
- Corresponding author.
| | - Choun-Ki Joo
- CK St. Mary's Eye Center, 563, Gangnam-daero, Seocho-gu, Seoul, South Korea
| | - Geunyoung Yoon
- Flaum Eye Institute, The Institute of Optics, Center for Visual Science, University of Rochester, 601 Elmwood Ave., Box 314, 14642, Rochester, New York, USA
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Jones L, Drobe B, González-Méijome JM, Gray L, Kratzer T, Newman S, Nichols JJ, Ohlendorf A, Ramdass S, Santodomingo-Rubido J, Schmid KL, Tan D, Tan KO, Vera-Diaz FA, Wong YL, Gifford KL, Resnikoff S. IMI - Industry Guidelines and Ethical Considerations for Myopia Control Report. Invest Ophthalmol Vis Sci 2019; 60:M161-M183. [PMID: 30817831 DOI: 10.1167/iovs.18-25963] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose To discuss guidelines and ethical considerations associated with the development and prescription of treatments intended for myopia control (MC). Methods Critical review of published papers and guidance documents was undertaken, with a view to carefully considering the ethical standards associated with the investigation, development, registration, marketing, prescription, and use of MC treatments. Results The roles and responsibilities of regulatory bodies, manufacturers, academics, eye care practitioners, and patients in the use of MC treatments are explored. Particular attention is given to the ethical considerations for deciding whether to implement a MC strategy and how to implement this within a clinical trial or practice setting. Finally, the responsibilities in marketing, support, and education required to transfer required knowledge and skills to eye care practitioners and academics are discussed. Conclusions Undertaking MC treatment in minors creates an ethical challenge for a wide variety of stakeholders. Regulatory bodies, manufacturers, academics, and clinicians all share an ethical responsibility to ensure that the products used for MC are safe and efficacious and that patients understand the benefits and potential risks of such products. This International Myopia Institute report highlights these ethical challenges and provides stakeholders with recommendations and guidelines in the development, financial support, prescribing, and advertising of such treatments.
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Affiliation(s)
- Lyndon Jones
- Centre for Ocular Research & Education, School of Optometry & Vision Science, University of Waterloo, Waterloo, Canada
| | - Björn Drobe
- Essilor Research and Development, Vision Sciences AMERA, Center of Innovation and Technology AMERA, Singapore, Singapore
| | - José Manuel González-Méijome
- Clinical & Experimental Optometry Research Lab, Center of Physics (Optometry), School of Science, University of Minho, Braga, Portugal
| | - Lyle Gray
- Department of Vision Sciences, Glasgow Caledonian University, Glasgow, United Kingdom
| | - Timo Kratzer
- Carl Zeiss Vision International GmbH, Aalen, Germany
| | | | - Jason J Nichols
- University of Alabama at Birmingham, School of Optometry, Birmingham, Alabama, United States
| | - Arne Ohlendorf
- Carl Zeiss Vision International GmbH, Aalen, Germany.,Institute for Ophthalmic Research, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Stephanie Ramdass
- Vision Research Institute, Michigan College of Optometry, Ferris State University, Big Rapids, Michigan, United States
| | | | - Katrina L Schmid
- School of Optometry and Vision Science, Institute of Health and Biomedical Innovation, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Donald Tan
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-National University of Singapore Medical School, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Kah-Ooi Tan
- Brien Holden Vision Institute, and School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | | | - Yee-Ling Wong
- Essilor Research and Development, Vision Sciences AMERA, Center of Innovation and Technology AMERA, Singapore, Singapore.,Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Kate L Gifford
- Private Practice and School of Optometry and Vision Science, Institute of Health and Biomedical Innovation, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Serge Resnikoff
- Brien Holden Vision Institute, and School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
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