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Su MR, Zou X, Xie HR, Li YS, Wang XF, Sun XH, Jiang F. The causal effect of multiple lifestyles and myopia: a Mendelian randomization study. Sci Rep 2025; 15:13468. [PMID: 40251264 PMCID: PMC12008201 DOI: 10.1038/s41598-025-97700-1] [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: 07/23/2024] [Accepted: 04/07/2025] [Indexed: 04/20/2025] Open
Abstract
Previous studies have demonstrated that lifestyle was associated with myopia. This study used Mendelian randomization (MR) analysis to examine the causal relationships between the time of computer use, the time outdoors in summer and the time outdoors in winter and myopia. Subsequently, univariate MR (UVMR) analyses were carried out respectively on the three exposure factors and myopia, and the results were mainly based on the inverse-variance-weighted method. In addition, sensitivity analyses were also conducted, including heterogeneity tests, horizontal pleiotropy and leave-one-out methods, to evaluate the stability of the MR results. Multivariate MR (MVMR) analysis was also carried out. The UVMR analysis showed that two of the exposure factors had causal relationships with myopia: the time of computer use was a risk factor, and the time spent outdoors in summer was a protective factor. However, the time spent outdoors in winter had no direct impact on myopia. Furthermore, further mediation analysis showed that the frequency of solarium/sunlamp use was a mediating factor between the time outdoors in winter-myopia, and the mediating effect accounted for 36.93%. In conclusion, when multiple factors occurred simultaneously, the time of computer use in summer and the time of outdoor activities had a potential impact on myopia, and the time outdoors in winter affected myopia through the frequency of solarium/sunlamp use.
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Affiliation(s)
- Meng-Ru Su
- Department of Ophthalmology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Xi Zou
- Department of Ophthalmology, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Hai-Rong Xie
- Department of Ophthalmology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Yu-Shan Li
- Department of Ophthalmology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Xiao-Fang Wang
- Department of Ophthalmology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China.
| | - Xing-Hong Sun
- Department of Ophthalmology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China.
| | - Feng Jiang
- Department of Ophthalmology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China.
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Shneor E, Ostrin LA, Gordon-Shaag A, Levine J, Sinnott LT, Jones-Jordan LA, Davidson K, Doron R. Twelve month refractive and axial length changes in the Israeli refractive error, activity, and devices (iREAD) study. Sci Rep 2025; 15:12778. [PMID: 40229333 PMCID: PMC11997210 DOI: 10.1038/s41598-025-97336-1] [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: 08/26/2024] [Accepted: 04/03/2025] [Indexed: 04/16/2025] Open
Abstract
The Israel Refraction, Environment, and Devices (iREAD) is a longitudinal study assessing myopia risk factors in three groups of boys with distinct lifestyles. Ultra-Orthodox (N = 41), Religious (N = 53), and Secular (N = 41) boys (ages 8.6 ± 1.5 years) had eye exams at baseline and 12 months, including cycloplegic autorefraction and axial length. Ocular history, education, near work, and electronic device use were assessed. Time outdoors and physical activity were measured objectively. At 12 months, myopia prevalence increased from 32 to 40% (P = 0.02), with no group differences (P > 0.05). The Ultra-Orthodox group had a more myopic spherical equivalent refraction (SER) at baseline and 12 months than the Religious and Secular groups and more myopic shift at 12 months (P < 0.05 for all). The Ultra-Orthodox group spent less time using electronic devices, more time in school, read at an earlier age, and had higher parental myopia (P < 0.01 for all). Time outdoors and activity did not differ between groups (P > 0.05 for both). In univariate and multivariate analyses, group and parental myopia were associated with greater myopic shift of SER and axial elongation (P < 0.05). In conclusion, risk factors associated with greater myopia progression included being part of the Ultra-Orthodox educational system and number of myopic parents and not screen use.
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Affiliation(s)
- Einat Shneor
- Department of Optometry, Jerusalem Multidisciplinary College, 37 Hanevi'im St., Jerusalem, 9101001, Israel.
| | - Lisa A Ostrin
- University of Houston College of Optometry, Houston, TX, 77004, USA
| | - Ariela Gordon-Shaag
- Department of Optometry, Jerusalem Multidisciplinary College, 37 Hanevi'im St., Jerusalem, 9101001, Israel
| | - Jonathan Levine
- Department of Optometry, Jerusalem Multidisciplinary College, 37 Hanevi'im St., Jerusalem, 9101001, Israel
| | - Loraine T Sinnott
- College of Optometry, The Ohio State University, Columbus, OH, 43210, USA
| | | | - Kevin Davidson
- Texas Institute for Measurement, Evaluation, and Statistics, University of Houston, Houston, TX, 77004, USA
| | - Ravid Doron
- Department of Optometry, Jerusalem Multidisciplinary College, 37 Hanevi'im St., Jerusalem, 9101001, Israel
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Dahlmann-Noor AH, Bokre D, Khazova M, Price LLA. Measuring the visual environment of children and young people at risk of myopia: a scoping review. Graefes Arch Clin Exp Ophthalmol 2025:10.1007/s00417-024-06719-z. [PMID: 39838056 DOI: 10.1007/s00417-024-06719-z] [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: 09/08/2024] [Revised: 12/04/2024] [Accepted: 12/12/2024] [Indexed: 01/23/2025] Open
Abstract
PURPOSE Myopia (short-sightedness) is an emerging WHO priority eye disease. Rise in prevalence and severity are driven by changes in lifestyle and environment of children and young people (CYP), including less time spent in bright daylight and more time spent on near-vision activities. We aimed to systematically map the literature describing direct, objective measurements of the visual environment of CYP. METHODS We conducted searches in Ovid Medline 1946, Ovid Embase and The Cochrane Central Register of Controlled Trials in November 2024. We included primary research written in English on environmental/behavioural factors and myopia onset/progression in CYP 3-18 years. Two reviewers independently screened titles/abstracts/full texts. RESULTS We included 34 articles: 21 explored the association of indoor and/or outdoor light exposure and myopia and included light measurements, two near-vision activities, four both light and near-work, four time outdoors without illuminance measurements, and three light exposure based on meteorological data. Most measurements were carried out at the level of individual children, rather than the surrounding environment alone. CONCLUSION Despite limitations in measurement techniques, there is evidence that reduced illuminance, less time spent in bright light and increased daily duration/sustained episodes of near-vision activities and reduced working distance are associated with increased myopia prevalence/progression.
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Affiliation(s)
- Annegret H Dahlmann-Noor
- University College London Institute of Ophthalmology, 11-43 Bath Street, London, EC1V 9EL, UK.
- NIHR Moorfields Biomedical Research Centre, London, UK.
- Moorfields Eye Hospital NHS Foundation Trust, London, UK.
| | - Desta Bokre
- University College London Institute of Ophthalmology, 11-43 Bath Street, London, EC1V 9EL, UK
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Marina Khazova
- Radiation, Chemicals, Climate and Environmental Hazards Directorate, UK Health Security Agency, Didcot, UK
| | - Luke L A Price
- Radiation, Chemicals, Climate and Environmental Hazards Directorate, UK Health Security Agency, Didcot, UK
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Gibaldi A, Harb EN, Wildsoet CF, Banks MS. A Child-Friendly Wearable Device for Quantifying Environmental Risk Factors for Myopia. Transl Vis Sci Technol 2024; 13:28. [PMID: 39422897 PMCID: PMC11498637 DOI: 10.1167/tvst.13.10.28] [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: 03/28/2024] [Accepted: 08/20/2024] [Indexed: 10/19/2024] Open
Abstract
Purpose In the past few decades, the prevalence of myopia, where the eye grows too long, has increased dramatically. The visual environment appears to be critical to regulating the eye growth. Thus, it is very important to determine the properties of the environment that put children at risk for myopia. Researchers have suggested that the intensity of illumination and range of distances to which a child's eyes are exposed are important, but this has not been confirmed. Methods We designed, built, and tested an inexpensive, child-friendly, head-mounted device that can measure the intensity and spectral content of illumination approaching the eyes and can also measure the distances to which the central visual field of the eyes are exposed. The device is mounted on a child's bicycle helmet. It includes a camera that measures distances over a substantial range and a six-channel spectral sensor. The sensors are hosted by a light-weight, battery-powered microcomputer. We acquired pilot data from children while they were engaged in various indoor and outdoor activities. Results The device proved to be comfortable, easy, and safe to wear, and able to collect very useful data on the statistics of illumination and distances. Conclusions The designed device is an ideal tool to be used in a population of young children, some of whom will later develop myopia and some of whom will not. Translational Relevance Such data would be critical for determining the properties of the visual environment that put children at risk for becoming myopic.
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Affiliation(s)
- Agostino Gibaldi
- Herbert Wertheim School of Optometry and Vision Science, University of California at Berkeley, Berkeley, CA, USA
- Department of Engineering “Enzo Ferrari,” University of Modena and Reggio Emilia, Modena, Italy
| | - Elise N. Harb
- Herbert Wertheim School of Optometry and Vision Science, University of California at Berkeley, Berkeley, CA, USA
| | - Christine F. Wildsoet
- Herbert Wertheim School of Optometry and Vision Science, University of California at Berkeley, Berkeley, CA, USA
| | - Martin S. Banks
- Herbert Wertheim School of Optometry and Vision Science, University of California at Berkeley, Berkeley, CA, USA
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Chang DJ, P. L. S, Jeong J, Saw SM, Sevdalis N, Najjar RP. Light Therapy for Myopia Prevention and Control: A Systematic Review on Effectiveness, Safety, and Implementation. Transl Vis Sci Technol 2024; 13:31. [PMID: 39167378 PMCID: PMC11343011 DOI: 10.1167/tvst.13.8.31] [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: 05/13/2024] [Accepted: 07/15/2024] [Indexed: 08/23/2024] Open
Abstract
Purpose This systematic review focuses on the effectiveness, safety, and implementation outcomes of light therapy as an intervention to prevent or control myopia in children. Methods A systematic literature search was performed in PubMed, EMBASE, CINAHL, SCOPUS, and Web of Science up to January 27, 2024. Effectiveness outcomes included myopia incidence, and changes in axial length (AL), spherical equivalent refraction (SER), and choroidal thickness (CT). Safety outcomes relating to retinal health or damage and implementation outcomes including compliance rates and loss to follow-up were extracted. ROBINS-I, ROB 2, and ROB-2 CRT were used to assess risk of bias. Results Nineteen interventional studies were included. Increased outdoor time (n = 3), red-light therapy (n = 13), and increased classroom lighting (n = 1) had a significant effect on myopia incidence, and changes in AL, SER, and CT. Violet-light therapy (n = 2) was only effective in children aged 8 to 10 years and children without eyeglasses with less than 180 minutes of near-work time daily. Two studies using red-light therapy reported adverse effects. For all studies, only compliance rates and loss to follow-up were reported on implementation effectiveness. Conclusions Evidence is compelling for the effectiveness of red-light therapy and outdoors time; more data are needed to confirm safety. Robust data are still needed to prove the effectiveness of violet-light and increased classroom lighting. Clearer implementation strategies are needed for all light therapies. Translational Relevance Light therapy has emerged as effective for myopia prevention and control. This systematic review summarizes the state of knowledge and highlights gaps in safety and implementation for these strategies.
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Affiliation(s)
- Dylan James Chang
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Sriram P. L.
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jooyeon Jeong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Seang-Mei Saw
- Singapore Eye Research Institute, Singapore
- Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Nick Sevdalis
- Centre for Behavioural and Implementation Science Interventions (BISI), Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Centre for Holistic Initiatives for Learning and Development, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Raymond P. Najjar
- Singapore Eye Research Institute, Singapore
- Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore
- Eye N' Brain Research Group, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Biomedical Engineering, College of Design and Engineering, National University of Singapore, Singapore
- Centre for Innovation & Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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Chen J, Wang J, Qi Z, Liu S, Zhao L, Zhang B, Dong K, Du L, Yang J, Zou H, He X, Xu X. Smartwatch Measures of Outdoor Exposure and Myopia in Children. JAMA Netw Open 2024; 7:e2424595. [PMID: 39136948 PMCID: PMC11322842 DOI: 10.1001/jamanetworkopen.2024.24595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 05/15/2024] [Indexed: 08/15/2024] Open
Abstract
Importance Time spent outdoors has been proven effective in preventing myopia, but little is known about the association of outdoor exposure patterns with myopia. Objective To examine the association of outdoor exposure patterns with myopic shift in children. Design, Setting, and Participants This 1-year prospective cohort study from December 2017 to December 2018 was a secondary analysis of a cluster-randomized trial (Shanghai Time Outside to Reduce Myopia [STORM]). STORM was a school-based intervention study, recruiting 16 schools from 8 districts in Shanghai, from October 2016 to December 2018. Children without myopia at baseline who consistently wore a smartwatch for a minimum of 6 hours daily, sustained for at least 90 days, and who had complete information were included. Data analysis was performed from December 2017 to December 2018. Exposures The outdoor exposure pattern was defined as the episode of time outdoors and instant sunlight intensity over a continuous period. Main Outcomes and Measures Myopic shift was defined as the absolute change in refraction between the initial spherical equivalence and the follow-up spherical equivalence. Results This study included 2976 students (mean [SD] age, 7.2 [0.6] years; 1525 girls [51.2%]). The mean (SD) daily time outdoors was 90 (28) minutes, and the mean (SD) sunlight intensity was 2345 (486) lux. Of the 12 outdoor exposure patterns, the major outdoor exposure patterns were time outdoors with at least 15 minutes, accounting for 74.9% of minutes (33 677 584 of 45 016 800 minutes). Only patterns with at least 15 minutes accompanied with no less than 2000 lux were associated with less myopic shift in refraction (for ≥15 minutes and 2000 to 3999 lux, -0.007 diopter [D] [95% CI, -0.011 to -0.002 D]; for ≥15 minutes and ≥4000 lux, -0.006 D [95% CI, -0.010 to -0.002 D]). The isotemporal substitution of patterns with at least 15 minutes and 2000 lux for other outdoor exposure patterns was positively associated with less myopic shift. Conclusions and Relevance In this 1-year prospective cohort study of children with smartwatches, continuous outdoor exposure with at least 15 minutes accompanied with no less than 2000 lux sunlight intensity was associated with less myopic shift. These findings suggest that future outdoor interventions should focus not only on the overall time outdoors but also on the effective outdoor exposure patterns, as a means to effectively prevent myopia in children.
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Affiliation(s)
- Jun Chen
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Jingjing Wang
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Ziyi Qi
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Shang Liu
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Lingyi Zhao
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Bo Zhang
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Kaige Dong
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Linlin Du
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Jinliuxing Yang
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Haidong Zou
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Xiangui He
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, National Clinical Research Center for Eye Diseases, Shanghai, China
| | - Xun Xu
- Shanghai Eye Diseases Prevention & Treatment Center, Shanghai Eye Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, National Clinical Research Center for Eye Diseases, Shanghai, China
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Gajjar S, Ostrin LA. Development of the University of Houston near work, environment, activity, and refraction (UH NEAR) survey for myopia. Clin Exp Optom 2024; 107:544-557. [PMID: 37726150 PMCID: PMC10948375 DOI: 10.1080/08164622.2023.2243264] [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: 02/14/2023] [Revised: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 09/21/2023] Open
Abstract
CLINICAL RELEVANCE There is a need to better elucidate demographic and behavioural factors that are contributing to the rising prevalence of myopia. Doing so will aid in developing evidence-based recommendations for behavioural modifications to prevent onset and slow progression of myopia in children. BACKGROUND The contributions of environmental and behavioural factors in myopia remain unclear. The goal of this work was to provide a standardised survey to better understand risk factors for myopia. METHODS Development of the survey was carried out in 4 phases. In phase 1, three methods (direct, lay terms, and indirect) of parental reporting for the presence of myopia in their child were investigated through a questionnaire (N = 109) to determine sensitivity and specificity. The best method determined from phase 1 was used in phase 2, where questions regarding demographics, ocular history, and visual behaviour were compiled and refined. In phase 3, the survey was administered to focus groups of parents (N = 9). In phase 4, a scoring system was developed. RESULTS The highest sensitivity for parental reporting for myopia of their child was the indirect method (0.84), and the lowest sensitivity was the direct method (0.41). The highest specificity was the direct method (0.86), once excluding the 'do not know' responses, and the lowest specificity was the indirect method (0.53). The direct method yielded a 53.2% 'do not know' response rate, 50.5% for the lay method, and 1.8% for the indirect method. Time to complete the survey was 10:09 ± 2:45 minutes. CONCLUSION This study provides a comprehensive and up-to-date myopia risk factor survey that can be utilised by researchers and clinicians. Parents found the survey to be easy to understand and relatively quick to answer, and the scoring system allows quantification of behaviours across different categories using provided equations.
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Affiliation(s)
- Shail Gajjar
- University of Houston College of Optometry, Houston, Texas, USA
| | - Lisa A Ostrin
- University of Houston College of Optometry, Houston, Texas, USA
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Moore PA, Wolffsohn JS, Sheppard AL. Digital eye strain and its impact on working adults in the UK and Ireland. Cont Lens Anterior Eye 2024:102176. [PMID: 38735811 DOI: 10.1016/j.clae.2024.102176] [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: 04/02/2024] [Revised: 04/29/2024] [Accepted: 04/30/2024] [Indexed: 05/14/2024]
Abstract
CLINICAL RELEVANCE Digital eye strain (DES) is a condition encompassing visual and ocular symptoms that may arise due to the prolonged use of digital devices. The 2023 Tear Film Ocular Surface Lifestyle report defined DESas"the development or exacerbation of recurrent ocular symptoms and / or signs related specifically to digital device screen viewing". Studies vary as to the prevalence of DES with some reporting values as low as 10 % and some reporting values over 90 %, however no study has examined the prevalence of DES in the UK or Ireland (UK&I). PURPOSE To determine the prevalence of DES amongst adults who work with digital devices in UK&I, their symptoms and ameliorative approaches taken by those affected. METHODS A web-based survey of digital device users was conducted. Adults who used a device for at least 1 h per day for work purposes were eligible to participate. The questionnaire was designed to determine the prevalence of DES, daily device usage, musculoskeletal and ocular symptoms, how they manage their symptoms and eye care history. RESULTS Based on a Computer Vision Syndrome Questionnaire score ≥ 6, the occurrence of DES was high at 62.6 %. The mean number of hours devices were used for was 9.7 h. Musculoskeletal symptoms were reported by 94.3 % of users and ocular symptoms by 89.5 % with symptoms most likely to occur with those working from home. 8.1 % of respondents considered their symptoms significant enough to affect their work. CONCLUSION This study provides a valuable insight into DES in digital device users in UK&I and is the first of its kind to be completed. It shows, that while the level of DES is high in device users, at 62.6 %, the actual effect or consequences of it on many does not appear to be significant.
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Affiliation(s)
- Patrick A Moore
- Optometry and Vision Sciences Research Group, Aston University, Birmingham, UK.
| | - James S Wolffsohn
- Optometry and Vision Sciences Research Group, Aston University, Birmingham, UK
| | - Amy L Sheppard
- Optometry and Vision Sciences Research Group, Aston University, Birmingham, UK.
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Wallace DA. Light Exposure Differs by Gender in the US: Women Have Less Bright Light Exposure than Men. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.28.24306495. [PMID: 38746463 PMCID: PMC11092728 DOI: 10.1101/2024.04.28.24306495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Light is a salient environmental exposure, serving as the primary entraining cue for the circadian system and having other, non-circadian, effects on health. Gender differences in light exposure patterns could contribute to gender differences in health outcomes and would have important implications for sleep and circadian research. Gender differences in real-world light exposure (measured over a week with wrist-worn ActiGraph GT3X+ devices) were investigated in cross- sectional data from the 2011-2014 National Health and Nutrition Examination Survey (NHANES). Measures of time above light threshold (TALT), individual photoperiod (IP), first and last timing of light (FTL and LTL, respectively), and mean light timing revised (MLiTR) at different light intensity thresholds were derived. Gender differences in light exposure were tested using two-sample t-tests, Watson's two-sample test of homogeneity, and linear regression models. Exploratory analyses to investigate work and physical activity-related factors in relation to bright light exposure were also conducted. A total of 11,318 NHANES participants (age range: 3-80+, 52.2% women) with 6 days of valid actigraphy and light data were included in the analysis. The findings suggest that for every 60 minutes of bright light (≥1,000 lux) that men receive, women receive 39.6 minutes. Men spend approximately 52% more time in bright light than women and this gender difference begins in childhood. The IP of bright light exposure is also longer for men, with earlier first and later last timing of bright light exposure compared to women. These gender differences were robust across ages and between race and ethnicity groups. While further research is needed, these gender differences in light exposure may be due to gender differences in indoor vs. outdoor activities. Future studies of gender differences in response to light exposure should consider light exposure history in study design and analysis. The results of this study may inform future health disparities research and support the importance of the study of light as an important environmental exposure and component of the human exposome.
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Reidy MG, Hartwick ATE, Mutti DO. The association between pupillary responses and axial length in children differs as a function of season. Sci Rep 2024; 14:598. [PMID: 38182869 PMCID: PMC10770316 DOI: 10.1038/s41598-024-51199-0] [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: 11/15/2023] [Accepted: 01/02/2024] [Indexed: 01/07/2024] Open
Abstract
The association between pupillary responses to repeated stimuli and adult refractive error has been previously demonstrated. This study evaluated whether this association exists in children and if it varies by season. Fifty children aged 8-17 years (average: 11.55 ± 2.75 years, 31 females) with refractive error between + 1.51 and - 5.69 diopters (non-cycloplegic) participated (n = 27 in summer, and n = 23 in winter). The RAPDx pupilometer measured pupil sizes while stimuli oscillated between colored light and dark at 0.1 Hz in three sequences: (1) alternating red and blue, (2) red-only, and (3) blue-only. The primary outcome was the difference in pupillary responses between the blue-only and red-only sequences. Pupillary constriction was greater in response to blue light than to red for those with shorter eyes in summer (β = - 9.42, P = 0.034) but not in winter (β = 3.42, P = 0.54). Greater constriction comprised faster pupillary escape following red light onset and slower redilation following stimulus offset of both colors (P = 0.017, 0.036, 0.035 respectively). The association between axial length and children's pupillary responses in summer, but not winter may be explained by greater light-associated release of retinal dopamine in summer. Shorter eyes' more robust responses are consistent with greater light exposure inhibiting axial elongation and reducing myopia risk.
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Affiliation(s)
| | | | - Donald O Mutti
- The Ohio State University College of Optometry, Columbus, USA
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Shneor E, Gordon-Shaag A, Doron R, Benoit JS, Ostrin LA. Utility of the Actiwatch Spectrum Plus for detecting the outdoor environment and physical activity in children. JOURNAL OF OPTOMETRY 2024; 17:100483. [PMID: 37797567 PMCID: PMC10551654 DOI: 10.1016/j.optom.2023.100483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 05/24/2023] [Accepted: 06/25/2023] [Indexed: 10/07/2023]
Abstract
PURPOSE To describe the performance of the Actiwatch Spectrum Plus (Philips, Respironics) for determining real world indoor and outdoor environments and physical activity in children. METHODS Children wore the device while performing 10 different activities, ranging from sedentary to vigorous physical-activity, and under different indoor and outdoor conditions. Repeated measures ANOVA was implemented via mixed effects modeling to determine illuminance (lux) and physical activity (counts per 15 s, CP15) across conditions. Receiver operator characteristics (ROC) analysis assessed the accuracy to detect indoor versus outdoor settings. RESULTS Illuminance was found to be statistically different across indoor (793 ± 348 lux) and outdoor (4,413 ± 518 lux) conditions (P<.0001), with excellent diagnostic accuracy to detect indoor versus outdoor settings (Area under the ROC Curve, AUC 0.94); 1088 lux was identified as the optimal threshold for outdoor illuminance (sensitivity: 93.0%; specificity: 85.0%). Using published activity ranges, we found that when children were sitting, 94% of the physical-activity readings were classified as sedentary or light. When children were walking, 88% of readings were classified as light, and when children were running, 77% of readings were classified as moderate or vigorous. CONCLUSION The Actiwatch Spectrum Plus performed well during real world activities in children, showing excellent diagnostic accuracy at 1088 lux as a threshold to detect indoor versus outdoor environments and in categorizing physical activity.
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Affiliation(s)
- Einat Shneor
- Department of Optometry, Hadassah Academic College, Jerusalem 9101001, Israel.
| | - Ariela Gordon-Shaag
- Department of Optometry, Hadassah Academic College, Jerusalem 9101001, Israel
| | - Ravid Doron
- Department of Optometry, Hadassah Academic College, Jerusalem 9101001, Israel
| | - Julia S Benoit
- College of Optometry, University of Houston, Houston, TX 77004, USA; Texas Institute for Measurement, Evaluation, and Statistics, University of Houston, Houston, TX 77004, USA
| | - Lisa A Ostrin
- College of Optometry, University of Houston, Houston, TX 77004, USA
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12
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Harb EN, Sawai ES, Wildsoet CF. Indoor and outdoor human behavior and myopia: an objective and dynamic study. Front Med (Lausanne) 2023; 10:1270454. [PMID: 38020131 PMCID: PMC10643732 DOI: 10.3389/fmed.2023.1270454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 10/12/2023] [Indexed: 12/01/2023] Open
Abstract
Significance Myopia holds significant public health concern given its social, ocular disease and economic burdens. Although environmental factors are primarily to blame for the rapid rise in prevalence, key risk factors remain unresolved. Purpose The aim of this study was to objectively characterize, using a wearable technology, the temporal indoor and outdoor behavioral patterns and associated environmental lighting characteristics of young myopic and nonmyopic University students. Methods Participants were recruited to continuously wear an Actiwatch for 3 weeks, during either or both academic and non-academic periods. The device allows continuous recording of activity and incident light. Recorded illuminance levels were used as a proxy for outdoors (>1,000 lux), with the dynamics (interval frequency and duration) of indoor and outdoor activities, as well as lighting characteristics derived. In addition, participant input regarding near work was obtained daily. Participants were classified by both myopia and axial length status (based on collected refractive error and biometry data) for the purpose of data analysis. Result A total of 55 students, aged 18 to 25 years of age, participated. Overall, the dosing of indoor and outdoor activities was similar across participants, regardless of myopia status, during the academic period. Nonetheless, an apparent difference in the timing of outdoor activities was noted with myopes going outdoors later in the day, particularly during the weekend (p = 0.03). While a trend was observed between increased lighting levels experienced outdoors and shorter axial lengths, there was no significant relationship with myopia status. Noteworthy, participants generally significantly overestimated time spent outdoors, compared to Actiwatch-derived estimates of the same. Conclusion While the findings from this cohort of young adult students did not reveal substantial myopia-related differences in behavior, the power of a more objective and dynamic approach to quantifying behavior cannot be understated, providing argument for general adoption of wearable technologies in future clinical myopia studies.
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Affiliation(s)
- Elise N. Harb
- Herbert Wertheim School of Optometry and Vision Science, University of California at Berkeley, Berkeley, CA, United States
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13
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Hönekopp A, Weigelt S. Using Light Meters to Investigate the Light-Myopia Association - A Literature Review of Devices and Research Methods. Clin Ophthalmol 2023; 17:2737-2760. [PMID: 37743889 PMCID: PMC10517690 DOI: 10.2147/opth.s420631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 08/18/2023] [Indexed: 09/26/2023] Open
Abstract
With the increasing prevalence of myopia, evaluating its relationship with objective light exposure as a potential adjustable environmental factor in myopia development has been an emerging research field in recent years. From a thorough literature search, we identify ten wearable light meters from human studies on light exposure and myopia and present an overview of their parameters, thereby demonstrating the wide between-device variability and discussing its implications. We further identify 20 publications, including two reanalyses, reporting investigations of light-myopia associations with data from human subjects wearing light meters. We thoroughly review the publications with respect to general characteristics, aspects of data collection, participant population, as well as data analysis and interpretation, and also assess potential patterns regarding the absence or presence of light-myopia associations in their results. In doing so, we highlight areas in which more research is needed as well as several aspects that warrant consideration in the study of light exposure and myopia.
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Affiliation(s)
- Astrid Hönekopp
- Department of Rehabilitation Sciences, Research Unit Vision, Visual Impairments & Blindness, TU Dortmund University, Dortmund, Germany
| | - Sarah Weigelt
- Department of Rehabilitation Sciences, Research Unit Vision, Visual Impairments & Blindness, TU Dortmund University, Dortmund, Germany
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14
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Shneor E, Ostrin LA, Doron R, Benoit JS, Levine J, Davidson K, Gordon-Shaag A. Baseline characteristics in the Israel refraction, environment, and devices (iREAD) study. Sci Rep 2023; 13:2855. [PMID: 36806309 PMCID: PMC9938253 DOI: 10.1038/s41598-023-29563-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 02/07/2023] [Indexed: 02/19/2023] Open
Abstract
The purpose of this study is to present baseline data from a longitudinal study assessing behavioral factors in three groups of boys in Israel with varying myopia prevalence. Ultra-Orthodox (N = 57), religious (N = 67), and secular (N = 44) Jewish boys (age 8.6 ± 1.4 years) underwent cycloplegic autorefraction and axial-length measurement. Time-outdoors and physical-activity were assessed objectively using an Actiwatch. Ocular history, educational factors, and near-work were assessed with a questionnaire. Group effects were tested and mixed effects logistic and linear regression were used to evaluate behaviors and their relationship to myopia. The prevalence of myopia (≤ - 0.50D) varied by group (ultra-Orthodox: 46%, religious: 25%, secular: 20%, P < 0.021). Refraction was more myopic in the ultra-Orthodox group (P = 0.001). Ultra-Orthodox boys learned to read at a younger age (P < 0.001), spent more hours in school (P < 0.001), spent less time using electronic devices (P < 0.001), and on weekdays, spent less time outdoors (P = 0.02). Increased hours in school (OR 1.70) and near-work (OR 1.22), increased the odds of myopia. Being ultra-Orthodox (P < 0.05) and increased near-work (P = 0.007) were associated with a more negative refraction. Several factors were associated with the prevalence and degree of myopia in young boys in Israel, including being ultra-Orthodox, learning to read at a younger age, and spending more hours in school.
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Affiliation(s)
- Einat Shneor
- Department of Optometry, Hadassah Academic College, Haniviim St. 37, 9101001, Jerusalem, Israel.
| | - Lisa A. Ostrin
- grid.266436.30000 0004 1569 9707College of Optometry, University of Houston, Houston, TX 77004 USA
| | - Ravid Doron
- grid.443085.e0000 0004 0366 7759Department of Optometry, Hadassah Academic College, Haniviim St. 37, 9101001 Jerusalem, Israel
| | - Julia S. Benoit
- grid.266436.30000 0004 1569 9707Texas Institute for Measurement, Evaluation, and Statistics, Houston, TX 77004 USA
| | - Jonathan Levine
- grid.443085.e0000 0004 0366 7759Department of Optometry, Hadassah Academic College, Haniviim St. 37, 9101001 Jerusalem, Israel
| | - Kevin Davidson
- grid.266436.30000 0004 1569 9707Texas Institute for Measurement, Evaluation, and Statistics, Houston, TX 77004 USA
| | - Ariela Gordon-Shaag
- grid.443085.e0000 0004 0366 7759Department of Optometry, Hadassah Academic College, Haniviim St. 37, 9101001 Jerusalem, Israel
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15
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Larouche R, Kleinfeld M, Charles Rodriguez U, Hatten C, Hecker V, Scott DR, Brown LM, Onyeso OK, Sadia F, Shimamura H. Determinants of Outdoor Time in Children and Youth: A Systematic Review of Longitudinal and Intervention Studies. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1328. [PMID: 36674085 PMCID: PMC9859594 DOI: 10.3390/ijerph20021328] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/08/2023] [Accepted: 01/09/2023] [Indexed: 06/17/2023]
Abstract
Spending more time outdoors can improve children's social and cognitive development, physical activity, and vision. Our systematic review summarized the determinants of outdoor time (OT) based on the social-ecological model. We searched nine databases: MEDLINE, APA PsycINFO, Web of Science, Cochrane Central Register of Controlled Trials (CENTRAL), CINAHL, SPORTDiscus, ERIC, SocINDEX, and ProQuest Dissertations and Theses. To be included, studies needed to be quantitative and longitudinal, include ≥1 potential determinant of OT among 0- to 17-year-olds, and be published in English, French, Japanese, or Spanish. We extracted the authors, publication year, country, design, sample size, OT measures, follow-up period, potential determinants, main results, and potential moderators or mediators. Fifty-five studies examining 119 potential determinants met the inclusion criteria. OT was consistently higher in warmer seasons and among participants reporting more OT at baseline. All three interventions that included both parent sessions and additional resources to promote OT (e.g., specific advice and community guides) were effective. COVID-19 restrictions and sun safety interventions discouraging midday outdoor activities led to less OT. The quality of evidence was rated as weak for 46 studies. Most potential determinants were examined in ≤3 studies; thus, more longitudinal studies are needed to enable stronger conclusions about the consistency of evidence and meta-analyses.
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Affiliation(s)
- Richard Larouche
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, AB T1K 3M4, Canada
| | - Madeline Kleinfeld
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, AB T1K 3M4, Canada
| | | | - Cheryl Hatten
- School of Human Services, Lethbridge College, Lethbridge, AB T1K 1L6, Canada
| | - Victoria Hecker
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, AB T1K 3M4, Canada
| | - David R. Scott
- Library, University of Lethbridge, Lethbridge, AB T1K 3M4, Canada
| | - Leanna Marie Brown
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, AB T1K 3M4, Canada
| | - Ogochukwu K. Onyeso
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, AB T1K 3M4, Canada
| | - Farzana Sadia
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, AB T1K 3M4, Canada
| | - Hanako Shimamura
- Faculty of Applied Community Studies, Douglas College, Coquitlam, BC V3B 7X3, Canada
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16
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Li M, Lanca C, Tan CS, Foo LL, Sun CH, Yap F, Najjar RP, Sabanayagam C, Saw SM. Association of time outdoors and patterns of light exposure with myopia in children. Br J Ophthalmol 2023; 107:133-139. [PMID: 33858839 DOI: 10.1136/bjophthalmol-2021-318918] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 03/06/2021] [Accepted: 03/28/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND/AIMS To evaluate the association of reported time outdoors and light exposure patterns with myopia among children aged 9 years from the Growing Up in Singapore Towards Healthy Outcomes birth cohort. METHODS We assessed reported time outdoors (min/day), light exposure patterns and outdoor activities of children aged 9 years (n=483) with a questionnaire, the FitSight watch and a 7-day activity diary. Light levels, the duration, timing and frequency of light exposure were assessed. Cycloplegic spherical equivalent (SE), myopia (SE≤-0.5 D) and axial length (AL) of paired eyes were analysed using generalised estimating equations. RESULTS In this study, 483 (966 eyes) multiethnic children (50.0% boys, 59.8% Chinese, 42.2% myopic) were included. Reported time outdoors (mean±SD) was 100±93 min/day, and average light levels were 458±228 lux. Of the total duration children spent at light levels of ≥1000 lux (37±19 min/day), 76% were spent below 5000 lux. Peak light exposure occurred at mid-day. Children had 1.7±1.0 light exposure episodes/day. Common outdoor activities were walks, neighbourhood play and swimming. Greater reported time outdoors was associated with lower odds of myopia (OR=0.82, 95% CI 0.70 to 0.95/hour increase daily; p=0.009). Light levels, timing and frequency of light exposures were not associated with myopia, SE or AL (p>0.05). CONCLUSION Reported time outdoors, light levels and number of light exposure episodes were low among Singaporean children aged 9 years. Reported time outdoors was protective against myopia but not light levels or specific light measures. A multipronged approach to increase time outdoors is recommended in the combat against the myopia epidemic.
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Affiliation(s)
- Mijie Li
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore.,Myopia Research Group, Singapore Eye Research Institute, Singapore
| | - Carla Lanca
- Myopia Research Group, Singapore Eye Research Institute, Singapore
| | - Chuen-Seng Tan
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Li-Lian Foo
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.,Ophthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, Singapore
| | - Chen-Hsin Sun
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Fabian Yap
- Department of Maternal Fetal Medicine, KK Women's and Children's Hospital, Singapore
| | - Raymond P Najjar
- Ophthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, Singapore.,Visual Neuroscience Research Group, Singapore Eye Research Institute, Singapore
| | - Charumathi Sabanayagam
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.,Ophthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, Singapore
| | - Seang-Mei Saw
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore .,Myopia Research Group, Singapore Eye Research Institute, Singapore.,Ophthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, Singapore
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17
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Li SM, Ran AR, Kang MT, Yang X, Ren MY, Wei SF, Gan JH, Li L, He X, Li H, Liu LR, Wang Y, Zhan SY, Atchison DA, Morgan I, Wang N. Effect of Text Messaging Parents of School-Aged Children on Outdoor Time to Control Myopia: A Randomized Clinical Trial. JAMA Pediatr 2022; 176:1077-1083. [PMID: 36155742 PMCID: PMC9513710 DOI: 10.1001/jamapediatrics.2022.3542] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
IMPORTANCE Myopia in school-aged children is a public health issue worldwide; consequently, effective interventions to prevent onset and progression are required. OBJECTIVE To investigate whether SMS text messages to parents increase light exposure and time outdoors in school-aged children and provide effective myopia control. DESIGN, SETTING, AND PARTICIPANTS This randomized clinical trial was conducted in China from May 2017 to May 2018, with participants observed for 3 years. Of 528 965 primary school-aged children from Anyang, 3113 were randomly selected. Of these, 268 grade 2 schoolchildren were selected and randomly assigned to SMS and control groups. Data were analyzed from June to December 2021. INTERVENTIONS Parents of children in the SMS group were sent text messages twice daily for 1 year to take their children outdoors. All children wore portable light meters to record light exposure on 3 randomly selected days (2 weekdays and 1 weekend day) before and after the intervention. MAIN OUTCOMES AND MEASURES The co-primary outcomes were change in axial length (axial elongation) and change in spherical equivalent refraction (myopic shift) from baseline as measured at the end of the intervention and 3 years later. A secondary outcome was myopia prevalence. RESULTS Of 268 grade 2 schoolchildren, 121 (45.1%) were girls, and the mean (SD) age was 8.4 (0.3) years. Compared with the control group, the SMS intervention group demonstrated greater light exposure and higher time outdoors during weekends, and the intervention had significant effect on axial elongation (coefficient, 0.09; 95% CI, 0.02-0.17; P = .01). Axial elongation was lower in the SMS group than in the control group during the intervention (0.27 mm [95% CI, 0.24-0.30] vs 0.31 mm [95% CI, 0.29-0.34]; P = .03) and at year 2 (0.39 mm [95% CI, 0.35-0.42] vs 0.46 mm [95% CI, 0.42-0.50]; P = .009) and year 3 (0.30 mm [95% CI, 0.27-0.33] vs 0.35 mm [95% CI, 0.33-0.37]; P = .005) after the intervention. Myopic shift was lower in the SMS group than in the control group at year 2 (-0.69 diopters [D] [95% CI, -0.78 to -0.60] vs -0.82 D [95% CI, -0.91 to -0.73]; P = .04) and year 3 (-0.47 D [95% CI, -0.54 to -0.39] vs -0.60 D [95% CI, -0.67 to -0.53]; P = .01) after the intervention, as was myopia prevalence (year 2: 38.3% [51 of 133] vs 51.1% [68 of 133]; year 3: 46.6% [62 of 133] vs 65.4% [87 of 133]). CONCLUSIONS AND RELEVANCE In this randomized clinical trial, SMS text messages to parents resulted in lower axial elongation and myopia progression in schoolchildren over 3 years, possibly through increased outdoor time and light exposure, showing promise for reducing myopia prevalence. TRIAL REGISTRATION Chinese Clinical Trial Registry Identifier: ChiCTR-IOC-17010525.
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Affiliation(s)
- Shi-Ming Li
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing, China
| | - An-Ran Ran
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing, China,Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Meng-Tian Kang
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing, China
| | - Xiaoyuan Yang
- Department of Ophthalmology, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Ming-Yang Ren
- School of Mathematical Sciences, Chinese Academy of Sciences, Beijing, China,Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing, China
| | - Shi-Fei Wei
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing, China
| | - Jia-He Gan
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing, China
| | - Lei Li
- Anyang Eye Hospital, Anyang, China
| | - Xi He
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing, China
| | - He Li
- Anyang Eye Hospital, Anyang, China
| | | | | | - Si-Yan Zhan
- Department of Epidemiology and Health Statistics, School of Public Health, Peking University, Beijing, China
| | - David A. Atchison
- Centre for Vision and Eye Research, School of Optometry and Vision Science, Queensland University of Technology, Brisbane, Australia
| | - Ian Morgan
- Research School of Biology, Australian National University, Canberra, Australia
| | - Ningli Wang
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing, China
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18
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Weaver RG, Hensing C, Armstrong B, Adams EL, Beets M. Seasonal Shifts in Children's Sedentary Behaviors, Physical Activity, and Sleep: A Systematic Review and meta-Analysis. Pediatr Clin North Am 2022; 69:671-693. [PMID: 35934493 DOI: 10.1016/j.pcl.2022.04.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
Children's movement behaviors (ie, sedentary behaviors, physical activity, and sleep) are related to obesity risk and may vary throughout the year. The purpose of this systematic review is to summarize existing literature on the seasonal variation in physical activity and sleep in children. This study found that children's behaviors fluctuate seasonally and thus, interventions must target behaviors during the times when children's behaviors are the least healthy, specifically during the summer (when children are not in school) and winter. Finally, the paucity of data on seasonal variation in sleep indicates a need for further research in this area.
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Affiliation(s)
- R Glenn Weaver
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.
| | - Caroline Hensing
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Bridget Armstrong
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Elizabeth L Adams
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Michael Beets
- Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
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19
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Chakraborty R, Baranton K, Spiegel D, Lacan P, Guillon M, Barrau C, Villette T. Effects of mild‐ and moderate‐intensity illumination on short‐term axial length and choroidal thickness changes in young adults. Ophthalmic Physiol Opt 2022; 42:762-772. [DOI: 10.1111/opo.12988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 03/24/2022] [Accepted: 03/24/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Ranjay Chakraborty
- College of Nursing and Health Sciences, Optometry and Vision Science Flinders University Adelaide South Australia Australia
- Caring Futures Institute Flinders University Adelaide South Australia Australia
| | - Konogan Baranton
- Center Innovation & Technologies Europe Essilor International SAS Charenton‐le‐Pont France
| | | | - Pascale Lacan
- Center Innovation & Technologies Europe Essilor International SAS Charenton‐le‐Pont France
| | - Matthias Guillon
- Center Innovation & Technologies Europe Essilor International SAS Charenton‐le‐Pont France
| | - Coralie Barrau
- Center Innovation & Technologies Europe Essilor International SAS Charenton‐le‐Pont France
| | - Thierry Villette
- Center Innovation & Technologies Europe Essilor International SAS Charenton‐le‐Pont France
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20
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Examining adolescents' obesogenic behaviors on structured days: a systematic review and meta-analysis. Int J Obes (Lond) 2022; 46:466-475. [PMID: 34987203 DOI: 10.1038/s41366-021-01040-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 11/17/2021] [Accepted: 11/24/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND The structured days hypothesis posits that 'structured days' (i.e., days with pre-planned, segmented, and adult-supervised environments) reduce youth obesogenic behaviors. Structured days may be especially important for adolescents', as adolescence (12-19 years) is a period of developmental milestones and increased autonomy. Therefore, the objective of this systematic review and meta-analysis is to evaluate the relationship between structured days and adolescents' obesogenic behaviors (i.e., physical activity, diet, screen time, and/or sleep). METHODS From February to April of 2020, four databases (i.e., Embase, PubMed, Web of Science, and PsychINfo) were searched for cross-sectional, longitudinal, and intervention (i.e., baseline data only) studies reporting obesogenic behaviors on more structured versus less structured days (i.e., weekday versus weekend or school year versus summer/holiday). RESULTS A total of 42,878 unique titles and abstracts were screened with 2767 full-text articles retrieved. After review of full-text articles, 296 studies were identified (sleep k = 147, physical activity k = 88, screen time k = 81, diet k = 8). Most studies were conducted in North America, Europe & Central Asia, or East Asia & the Pacific used self-report measures and compared school days to weekend days. Meta-analyses indicated that adolescents' physical activity (standardized mean difference [SMD] = -0.25 [95%CI - 0.48, -0.03]) and screen time (SMD = -0.48 [95%CI - 0.66, -0.29]) were less healthy on less structured days. Differences did not reach statistical significance for sleep (SMD = -0.23 [95%CI - 0.48, 0.02]) and diet (SMD = -0.13 [95%CI - 0.77, 0.51]), however, sleep timing (SMD = -1.05 [95%CI - 1.31, -0.79]) and diet quantity (SMD = -0.29 [95%CI - 0.35, -0.23]) were less healthy on less structured days. The review identified studies with large heterogeneity. CONCLUSIONS Findings indicate that adolescents' physical activity, screen time, sleep timing, and diet quantity are less healthy on less structured days. Interventions for adolescents to prevent and treat obesity may be more successful if they are designed to target times that are less structured.
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21
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Bhandari KR, Shukla D, Mirhajianmoghadam H, Ostrin LA. Objective Measures of Near Viewing and Light Exposure in Schoolchildren during COVID-19. Optom Vis Sci 2022; 99:241-252. [PMID: 35086121 PMCID: PMC8897254 DOI: 10.1097/opx.0000000000001871] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
SIGNIFICANCE Wearable sensors provide the opportunity for continuous objective measurement of the visual environment with high resolution. Our findings show that absolute and temporal properties of near viewing and time outdoors vary between myopic and nonmyopic schoolchildren, which are important considerations when studying refractive error pathogenesis. PURPOSE Numerous behavioral factors, including near work, time outdoors, electronic device use, and sleep, have been linked to myopia. The purpose of this study was to assess behaviors using subjective and objective methods in myopic and nonmyopic schoolchildren in the United States. METHODS Forty children (aged 14.6 ± 0.4 years) simultaneously wore two sensors for 1 week, a Clouclip for objective measurement of near viewing and light exposure and an Actiwatch for objective measurement of activity and sleep. Parents completed an activity questionnaire for their child. Near-viewing distance, daily duration, short-duration (>1 minute) and long-duration (>30 minutes) near-viewing episodes, light exposure, time outdoors, electronic device use, and sleep duration were analyzed by refractive error group and day of the week. RESULTS Objectively measured daily near-viewing duration was 6.9 ± 0.3 hours. Myopes spent more time in near + intermediate viewing than nonmyopes (P = .008) and had higher diopter hours (P = .03). Short- and long-duration near-viewing episodes were similar between groups (P < .05 for both). Daily light exposure and time outdoors were significantly lower for myopes (P < .05 for both). Electronic device use (12.0 ± 0.7 hours per day) and sleep duration (8.2 ± 0.2 hours per night) were similar between groups (P > .05 for both). CONCLUSIONS Objective and subjective measures confirm that myopic and nonmyopic schoolchildren exhibit different behaviors. Combining wearable sensors with questionnaires provides a comprehensive description of children's visual environment to better understand factors that contribute to myopia.
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Affiliation(s)
| | - Divya Shukla
- University of Houston College of Optometry, Houston, Texas
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22
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Wearable Sensors for Measurement of Viewing Behavior, Light Exposure, and Sleep. SENSORS 2021; 21:s21217096. [PMID: 34770402 PMCID: PMC8587946 DOI: 10.3390/s21217096] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/29/2021] [Accepted: 10/21/2021] [Indexed: 11/25/2022]
Abstract
The purpose of this study was to compare two wearable sensors to each other and to a questionnaire in an adult population. For one week, participants aged 29.2 ± 5.5 years (n = 25) simultaneously wore a Clouclip, a spectacle-mounted device that records viewing distance and illuminance, and an Actiwatch, a wrist-worn device that measures illuminance and activity. Participants maintained a daily log of activities and completed an activity questionnaire. Objective measures of time outdoors, near (10–< 60 cm) and intermediate (60–100 cm) viewing, and sleep duration were assessed with respect to the daily log and questionnaire. Findings showed that time outdoors per day from the questionnaire (3.2 ± 0.3 h) was significantly greater than the Clouclip (0.9 ± 0.8 h) and Actiwatch (0.7 ± 0.1 h, p < 0.001 for both). Illuminance from the Actiwatch was systematically lower than the Clouclip. Daily near viewing duration was similar between the questionnaire (5.7 ± 0.6 h) and Clouclip (6.1 ± 0.4 h, p = 0.76), while duration of intermediate viewing was significantly different between methods (p < 0.001). In conclusion, self-reported time outdoors and viewing behaviors were different than objective measures. The Actiwatch and Clouclip are valuable tools for studying temporal patterns of behavioral factors such as near work, light exposure, and sleep.
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Mirhajianmoghadam H, Piña A, Ostrin LA. Objective and Subjective Behavioral Measures in Myopic and Non-Myopic Children During the COVID-19 Pandemic. Transl Vis Sci Technol 2021; 10:4. [PMID: 34473223 PMCID: PMC8419879 DOI: 10.1167/tvst.10.11.4] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 08/09/2021] [Indexed: 12/12/2022] Open
Abstract
Purpose The coronavirus disease 2019 (COVID-19) pandemic required a shift to electronic devices for education and entertainment, with children more confined to home, which may affect eye growth and myopia. Our goal was to assess behaviors during COVID-19 in myopic and non-myopic children. Methods Parents completed a questionnaire for their children (ages 8.3 ± 2.4 years, n = 53) regarding visual activity in summer 2020, during the COVID-19 pandemic, as well as during school time and the summer before COVID-19. Children also wore an Actiwatch for 10 days in summer 2020 for objective measures of light exposure, activity, and sleep. Data were analyzed with repeated-measures analysis of variance. Results Subjective measures showed that during COVID-19, children exhibited increased electronic device use and decreased activity and time outdoors (P < 0.05 for all), while time spent doing near work was not different than during a typical school or summer session before COVID-19 (P > 0.05). Objective measures during COVID-19 showed that myopic children exhibited lower daily light exposure (P = 0.04) and less activity (P = 0.04) than non-myopic children. Conclusions Children demonstrated increased electronic device use and decreased activity and time outdoors during COVID-19, with myopic children exhibiting lower light exposure and activity than non-myopes. Long-term follow-up is needed to understand if these behavioral changes ultimately contribute to myopia progression. Translational Relevance Children's behaviors changed during the COVID-19 pandemic, which may have implications in eye growth and myopia.
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Affiliation(s)
| | - Amanda Piña
- University of Houston College of Optometry, Houston, TX, USA
| | - Lisa A. Ostrin
- University of Houston College of Optometry, Houston, TX, USA
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Shneor E, Doron R, Levine J, Zimmerman DR, Benoit JS, Ostrin LA, Gordon-Shaag A. Objective Behavioral Measures in Children before, during, and after the COVID-19 Lockdown in Israel. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18168732. [PMID: 34444483 PMCID: PMC8394769 DOI: 10.3390/ijerph18168732] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/12/2021] [Accepted: 08/13/2021] [Indexed: 02/06/2023]
Abstract
Studies using questionnaires report that COVID-19 restrictions resulted in children spending significantly less time outdoors. This study used objective measures to assess the impact of pandemic-related restrictions on children’s behavior. A total of 19 healthy 8–12-year-old boys were observed before and during social restriction periods. Of these, 11 boys were reassessed after restrictions were lifted. For each session, Actiwatches were dispensed for measures of time outdoors, activity, and sleep. Changes overall and by school status were assessed using signed-rank test and Wilcoxon rank sum tests. During restrictions, children spent significantly less time outdoors (p = 0.001), were less active (p = 0.001), and spent less time engaged in moderate-to-vigorous physical activity (p = 0.004). Sleep duration was not significantly different between sessions (p > 0.99), but bedtime and wake time shifted to a later time during restrictions (p < 0.05 for both). Time outdoors and activity returned close to pre-pandemic levels after restrictions were lifted (p > 0.05 for both). Children’s behaviors significantly changed during the COVID-19 pandemic. The reduction in outdoor light exposure is of importance due to the role of light in the etiology of myopia and vitamin D production. The reduction in physical activity may have negative health effects in terms of obesity and depression, although further research is required to ascertain the long-term effects.
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Affiliation(s)
- Einat Shneor
- Department of Optometry, Hadassah Academic College, Jerusalem 9101001, Israel; (E.S.); (R.D.); (J.L.)
| | - Ravid Doron
- Department of Optometry, Hadassah Academic College, Jerusalem 9101001, Israel; (E.S.); (R.D.); (J.L.)
| | - Jonathan Levine
- Department of Optometry, Hadassah Academic College, Jerusalem 9101001, Israel; (E.S.); (R.D.); (J.L.)
| | - Deena Rachel Zimmerman
- Maternal Child and Adolescent Division Public Health Services, Israel Ministry of Health, Jerusalem 9101002, Israel;
| | - Julia S. Benoit
- Texas Institute for Measurement, Evaluation, and Statistics, Houston, TX 77004, USA;
- College of Optometry, University of Houston, Houston, TX 77004, USA;
| | - Lisa A. Ostrin
- College of Optometry, University of Houston, Houston, TX 77004, USA;
| | - Ariela Gordon-Shaag
- Department of Optometry, Hadassah Academic College, Jerusalem 9101001, Israel; (E.S.); (R.D.); (J.L.)
- Correspondence:
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Howell CM, McCullough SJ, Doyle L, Murphy MH, Saunders KJ. Reliability and validity of the Actiwatch and Clouclip for measuring illumination in real-world conditions. Ophthalmic Physiol Opt 2021; 41:1048-1059. [PMID: 34387902 DOI: 10.1111/opo.12860] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 06/09/2021] [Accepted: 06/09/2021] [Indexed: 12/21/2022]
Abstract
PURPOSE To compare real-world measures of illumination obtained with the Actiwatch-2 and Clouclip-M2 with 'gold standard' photometry measures and to evaluate the ability of Actiwatch-2 to correctly identify photometer-defined conditions: scotopic (≤0.01 lux), mesopic (0.02-3 lux), indoor photopic (>3-1,000 lux) and outdoor photopic (>1,000 lux); and Clouclip to correctly identify photometer-defined conditions within its operating range (>1 lux). Inter-device reliability of Clouclip for illumination and viewing distance measures was also investigated. METHODS A Hagner-S2 photometer was used as reference. Measures of illumination were obtained from a range of real-world conditions. To investigate inter-device reliability, five Clouclips were simultaneously exposed to varied light conditions and object distances. RESULTS Strong correlations existed between illumination measured with the photometer and both Actiwatch-2 (ρ = 0.99, p < 0.0001) and Clouclip (ρ = 0.99, p < 0.0001). However, both devices underestimated illumination compared to the photometer; disparity increased with increasing illumination and was greater for Actiwatch-2 than Clouclip measures. Actiwatch-2 successfully categorised illumination level (scotopic, mesopic, indoor and outdoor photopic) in 71.2% of cases. Clouclip successfully categorised illumination levels as scotopic/mesopic (≤3 lux) and indoor and outdoor photopic in 100% of cases. Mean differences and limits of agreement (LOA) were 430.92 ± 1,828.74 and 79.35 ± 407.33 lux, between the photometer and Actiwatch-2 and photometer and Clouclip, respectively. The Intra-class Correlation Coefficients for illumination and viewing distance measured with five Clouclips were 0.85 and 0.96, respectively. CONCLUSION These data illustrate that different Clouclip devices produce comparable measures of viewing distance and illumination in real-world settings. Both Actiwatch-2 and Clouclip underestimate illumination in the field compared to gold standard photometer measures. The disparity increases at higher levels of illumination and the discrepancy was greater for Actiwatch-2 measures. For researchers interested in categorising light exposure, Clouclip classifies illumination levels >2 lux more accurately than Actiwatch-2 but cannot discriminate between scotopic and low mesopic light.
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Affiliation(s)
- Colleen M Howell
- Optometry and Vision Science Research Group, School of Biomedical Sciences, Ulster University, Coleraine, UK
| | - Sara J McCullough
- Optometry and Vision Science Research Group, School of Biomedical Sciences, Ulster University, Coleraine, UK
| | - Lesley Doyle
- Optometry and Vision Science Research Group, School of Biomedical Sciences, Ulster University, Coleraine, UK
| | - Marie H Murphy
- Sport and Exercise Sciences Research Institute, School of Sport, Ulster University, Jordanstown, UK
| | - Kathryn J Saunders
- Optometry and Vision Science Research Group, School of Biomedical Sciences, Ulster University, Coleraine, UK
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Gordon-Shaag A, Shneor E, Doron R, Levine J, Ostrin LA. Environmental and Behavioral Factors with Refractive Error in Israeli Boys. Optom Vis Sci 2021; 98:959-970. [PMID: 34387583 PMCID: PMC8407447 DOI: 10.1097/opx.0000000000001755] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 04/08/2021] [Indexed: 12/30/2022] Open
Abstract
SIGNIFICANCE Evidence supporting the contributions of near work in myopia is equivocal. Findings from this pilot study suggest that a high prevalence of myopia in ultra-Orthodox boys may be attributed to intense near work at school and learning to read in preschool at an early age. PURPOSE This study aimed to assess factors that may influence myopia in three groups of Jewish boys with different educational demands. METHODS Healthy ultra-Orthodox, religious, and secular Jewish boys (n = 36) aged 8 to 12 years participated. Refractive status, education, time spent reading and writing, and electronic device use were assessed using a questionnaire, and time outdoors and physical activity were assessed objectively using an Actiwatch. Data were analyzed with χ2 and Kruskal-Wallis tests with Bonferroni post hoc comparisons. RESULTS Ultra-Orthodox (n = 14) and religious (n = 13) children had greater myopia prevalence compared with secular children (n = 9; P = .01), despite no differences in parental myopia. Actigraph data showed that there were no differences in activity (P = .52) or time spent outdoors (P = .48) between groups. Ultra-Orthodox children learned to read at a younger age and spent more hours at school (P < .001 for both). All groups engaged in a similar amount of near work while not in school (P = .52). However, ultra-Orthodox boys had less electronic device use than did religious (P = .007) and secular children (P < .001). CONCLUSIONS This pilot study demonstrates that ultra-Orthodox, religious, and secular children have distinct educational demands but similar time outdoors, physical activity, and near work while not in school. The findings suggest that near work at school and/or learning to read in preschool at an early age may contribute to previously reported differences in refractive error between groups. However, conclusions should be confirmed in a larger sample size.
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Affiliation(s)
- Ariela Gordon-Shaag
- Department of Optometry, Hadassah Academic College Jerusalem, Jerusalem, Israel
| | - Einat Shneor
- Department of Optometry, Hadassah Academic College Jerusalem, Jerusalem, Israel
| | - Ravid Doron
- Department of Optometry, Hadassah Academic College Jerusalem, Jerusalem, Israel
| | - Jonathan Levine
- Department of Optometry, Hadassah Academic College Jerusalem, Jerusalem, Israel
| | - Lisa A. Ostrin
- College of Optometry, University of Houston, Houston, Texas
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Morgan IG, Rose KA. Myopia: is the nature‐nurture debate finally over? Clin Exp Optom 2021; 102:3-17. [DOI: 10.1111/cxo.12845] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Revised: 09/10/2018] [Accepted: 09/12/2018] [Indexed: 02/06/2023] Open
Affiliation(s)
- Ian G Morgan
- Research School of Biology, Australian National University, Canberra, Australian Capital Territory, Australia,
- State Key Laboratory of Ophthalmology and Division of Preventive Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat‐Sen University, Guangzhou, China,
| | - Kathryn A Rose
- Discipline of Orthoptics, Graduate School of Health, University of Technology Sydney, Ultimo, New South Wales, Australia,
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Demir P, Baskaran K, Theagarayan B, Gierow P, Sankaridurg P, Macedo AF. Refractive error, axial length, environmental and hereditary factors associated with myopia in Swedish children. Clin Exp Optom 2021; 104:595-601. [PMID: 33689658 DOI: 10.1080/08164622.2021.1878833] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
Clinical relevance: Investigation of refractive errors amongst Swedish schoolchildren will help identify risk factors associated with myopia development.Background: Genetic and hereditary aspects have been linked with the development of myopia. Nevertheless, in the case of 'school myopia' some authors suggest that environmental factors may affect gene expression, causing school myopia to soar. Additional understanding about which environmental factors play a relevant role can be gained by studying refractive errors in countries like Sweden, where prevalence of myopia is expected to be low.Methods: Swedish schoolchildren aged 8-16 years were invited to participate. Participants underwent an eye examination, including cycloplegic refraction and axial length (AL) measurements. Predictors such as time spent in near work, outdoor activities and parental myopia were obtained using a questionnaire. Myopia was defined as spherical equivalent refraction (SER) ≤ -0.50D and hyperopia as SER ≥ +0.75D.Results: A total of 128 children (70 females and 58 males) participated in this study with mean age of 12.0 years (SD = 2.4). Based on cycloplegic SER of the right eye, the distribution of refractive errors was: hyperopia 48.0% (CI95 = 38.8-56.7), emmetropia 42.0% (CI95 = 33.5-51.2) and myopia 10.0%. (CI95 = 4.4-14.9). The mean AL was 23.1 mm (SD = 0.86), there was a correlation between SER and AL, r = -0.65 (p < 0.001). Participants with two myopic parents had higher myopia and increased axial length than those with one or no myopic parents. The mean time spent in near work, outside of school, was 5.3 hours-per-day (SD = 3.1), and mean outdoor time reported was 2.6 hours-per-day (SD = 2.2) for all the participants. The time spent in near work and outdoor time were different for different refractive error categories.Conclusion: The prevalence of myopia amongst Swedish schoolchildren is low. Hereditary and environmental factors are associated with refractive error categories. Further studies with this sample are warranted to investigate how refractive errors and environmental factors interact over time.
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Affiliation(s)
- Pelsin Demir
- Medicine and Optometry, Linnaeus University, Kalmar, Sweden
| | | | | | - Peter Gierow
- Medicine and Optometry, Linnaeus University, Kalmar, Sweden
| | - Padmaja Sankaridurg
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | - Antonio Filipe Macedo
- Medicine and Optometry, Linnaeus University, Kalmar, Sweden.,Center of Physics - Optometry and Vision Science, University of Minho, Braga, Portugal
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Kumar S, Gupta N, Velpandian T, Gupta V, Vanathi M, Vashist P, Gowtham L, Saxena R, Tandon R. Myopia, Melatonin and Conjunctival Ultraviolet Autofluorescence: A Comparative Cross-sectional Study in Indian Myopes. Curr Eye Res 2021; 46:1474-1481. [PMID: 33646852 DOI: 10.1080/02713683.2021.1894580] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Purpose: To explore the role of outdoor light exposure by estimating ocular sun exposure measured by Conjunctival Ultraviolet Autofluorescence (CUVAF) imaging and serum melatonin levels in myopes and non-myopes.Materials & Methods: Age and sex matched emmetropes and myopes (60 each) aged 10-25 years participated. Those with a history of ocular surgery or any ocular or systemic co-morbidity were excluded. Socio-demographic parameters, sun exposure questionnaires, indoor and outdoor activity profile, morning serum melatonin levels, sleep pattern, degree of myopia, ocular biometry and area of CUVAF on ultraviolet photography were noted and analyzed.Results: Mean age of myopes (18 ± 4.5 years) and emmetropes (18.5 ± 4 years) was similar (P = .523). Serum melatonin levels were significantly higher (P = .001) among myopes (89.45 pg/ml) as compared to emmetropes (52.83 pg/ml). Lifetime sun exposure was significantly lower in myopes than emmetropes (P = .0003). Area of CUVAF was inversely related to degree of myopia (P < .0001). Day time sleepiness was greater in myopes (51.7%) than emmetropes (15%) (P < .0001). There was a positive correlation between serum melatonin levels and axial length among myopes (correlation coefficient = 0.27; P = .03). Age and gender had no association with serum melatonin levels.Conclusion: This study demonstrates an inverse relationship between serum melatonin levels and degree of CUVAF in myopes. A novel link between serum melatonin, axial length and outdoor sun exposure is highlighted in the current study.
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Affiliation(s)
- Saumya Kumar
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Noopur Gupta
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Thirumurthy Velpandian
- Ocular Pharmacology, Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Vivek Gupta
- Community Ophthalmology, Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Murugesan Vanathi
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Praveen Vashist
- Community Ophthalmology, Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Lakshminarayan Gowtham
- Ocular Pharmacology, Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Rohit Saxena
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Radhika Tandon
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
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Abstract
Purpose To determine the effects of narrowband light exposure on choroidal thickness and the pupil response in humans. Methods Twenty subjects, ages 21 to 43 years, underwent 1 hour of exposure to broadband, short wavelength “blue,” or long wavelength “red” light, or darkness. Choroidal thickness, imaged with spectral domain optical coherence tomography, axial length, determined from biometry, and rod/cone- and intrinsically photosensitive retinal ganglion cell-driven pupil responses were measured before and after exposure. Pupil stimuli were six 1 second alternating red (651 nm) and blue (456 nm) stimuli, 60 seconds apart. Pupil metrics included maximum constriction and the 6 second post-illumination pupil response (PIPR). Results Compared with before exposure, the choroid significantly thinned after broadband light, red light, and dark exposure (all P < 0.05), but not after blue light exposure (P = 0.39). The maximum constriction to 1 second red stimuli significantly decreased after all light exposures (all P < 0.001), but increased after dark exposure (P = 0.02), compared with before exposure. Maximum constriction and 6-second PIPR to 1 second blue stimuli significantly decreased after all light exposures compared with before exposure (all P < 0.005), with no change after dark exposure (P > 0.05). There were no differences in axial length change or 6-second PIPR to red stimuli between exposures. Conclusions Narrowband blue and red light exposure induced differential changes in choroidal thickness. Maximum constriction, a function of rod/cone activity, and the intrinsically photosensitive retinal ganglion cell-mediated PIPR were attenuated after all light exposures. Findings demonstrate differing effects of short-term narrowband light and dark exposure on the choroid, rod/cone activity, and intrinsically photosensitive retinal ganglion cells.
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Affiliation(s)
| | - Lisa A Ostrin
- University of Houston College of Optometry, Houston, TX 77096, United States
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Flanagan SC, Cobice D, Richardson P, Sittlington JJ, Saunders KJ. Elevated Melatonin Levels Found in Young Myopic Adults Are Not Attributable to a Shift in Circadian Phase. Invest Ophthalmol Vis Sci 2021; 61:45. [PMID: 32729910 PMCID: PMC7425780 DOI: 10.1167/iovs.61.8.45] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Purpose To evaluate the relationship between refractive error, circadian phase, and melatonin with consideration of prior light exposure, physical activity, and sleep. Methods Healthy young myopic (spherical equivalent refraction [SER] ≤−0.50DS) and emmetropic adults underwent noncycloplegic autorefraction and axial length (AL) measures. Objective measurements of light exposure, physical activity, and sleep were captured across 7 days by wrist-worn Actiwatch-2 devices. Questionnaires assessed sleep quality and chronotype. Hourly evening saliva sampling during a dim-light melatonin onset (DLMO) protocol evaluated circadian phase, and both morning serum and saliva samples were collected. Liquid chromatography/mass spectrometry quantified melatonin. Results Subjects (n = 51) were aged 21.4 (interquartile range, 20.1−24.0) years. Melatonin was significantly higher in the myopic group at every evening time point and with both morning serum and saliva sampling (P ≤ 0.001 for all). DLMO-derived circadian phase did not differ between groups (P = 0.98). Multiple linear regression analysis demonstrated significant associations between serum melatonin and SER (B = –.34, β = –.42, P = 0.001), moderate activity (B = .009, β = .32, P = 0.01), and mesopic illumination (B = –.007, β = –.29, P = 0.02), F(3, 46) = 7.23, P < 0.001, R2 = 0.32, R2adjusted = .28. Myopes spent significantly more time exposed to “indoor” photopic illumination (3 to ≤1000 lux; P = 0.05), but “indoor” photopic illumination was not associated with SER, AL, or melatonin, and neither sleep, physical activity, nor any other light exposure metric differed significantly between groups (P > 0.05 for all). Conclusions While circadian phase is aligned in adult myopes and emmetropes, myopia is associated with both elevated serum and salivary melatonin levels. Prospective studies are required to ascertain whether elevated melatonin levels occur before, during, or after myopia development.
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Muralidharan AR, Lança C, Biswas S, Barathi VA, Wan Yu Shermaine L, Seang-Mei S, Milea D, Najjar RP. Light and myopia: from epidemiological studies to neurobiological mechanisms. Ther Adv Ophthalmol 2021; 13:25158414211059246. [PMID: 34988370 PMCID: PMC8721425 DOI: 10.1177/25158414211059246] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 10/25/2021] [Indexed: 12/22/2022] Open
Abstract
Myopia is far beyond its inconvenience and represents a true, highly prevalent, sight-threatening ocular condition, especially in Asia. Without adequate interventions, the current epidemic of myopia is projected to affect 50% of the world population by 2050, becoming the leading cause of irreversible blindness. Although blurred vision, the predominant symptom of myopia, can be improved by contact lenses, glasses or refractive surgery, corrected myopia, particularly high myopia, still carries the risk of secondary blinding complications such as glaucoma, myopic maculopathy and retinal detachment, prompting the need for prevention. Epidemiological studies have reported an association between outdoor time and myopia prevention in children. The protective effect of time spent outdoors could be due to the unique characteristics (intensity, spectral distribution, temporal pattern, etc.) of sunlight that are lacking in artificial lighting. Concomitantly, studies in animal models have highlighted the efficacy of light and its components in delaying or even stopping the development of myopia and endeavoured to elucidate possible mechanisms involved in this process. In this narrative review, we (1) summarize the current knowledge concerning light modulation of ocular growth and refractive error development based on studies in human and animal models, (2) summarize potential neurobiological mechanisms involved in the effects of light on ocular growth and emmetropization and (3) highlight a potential pathway for the translational development of noninvasive light-therapy strategies for myopia prevention in children.
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Affiliation(s)
| | | | | | | | | | | | - Dan Milea
- Singapore Eye Research Institute, Singapore
| | - Raymond P Najjar
- Visual Neurosciences Group, Singapore Eye Research Institute, The Academia, 20 College Road, Discovery Tower Level 6, Singapore 169856
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Bhandari KR, Ostrin LA. Validation of the Clouclip and utility in measuring viewing distance in adults. Ophthalmic Physiol Opt 2020; 40:801-814. [PMID: 33002229 DOI: 10.1111/opo.12735] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 08/20/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE To validate the Clouclip, a continuously measuring objective rangefinder, and examine viewing behaviours during various near tasks in non-myopic and myopic adults. METHODS In experiment 1, five Clouclip devices were utilised. An infrared camera was used to visualise and measure infrared beam size and angle. Repeatability for distance tracking was assessed from 5 to 120 cm in 5 cm increments. Accuracy of distance tracking was investigated for paper and iPad targets, spatial integration was calculated, effects of target tilt were determined and light measurements were compared to a lux meter. In experiment 2, viewing behaviour was assessed in 41 subjects (21 non-myopic, 20 myopic) during four 15-min near tasks; (1) passive reading of printed material, (2) active writing on printed material, (3) passive viewing on an electronic device and (4) active engagement on an electronic device. Working distance was compared between tasks and refractive error groups. RESULTS Clouclip distance tracking showed good repeatability, with a mean difference of 0.34 cm and limits of agreement of ±2.0 cm. Clouclip-measured and actual distances were highly correlated for paper and electronic targets from 5 to 120 cm, with mean differences and limits of agreement of 3.96 ± 13.78 cm and 4.48 ± 8.92 cm, respectively; variability increased for distances >100 cm. Tracking ability increased with larger target sizes; tracking was accurate when the target occupied 1.5%-20.3% of tracking beam area, depending on distance and with target tilt up to ±60 degrees. Clouclip- and lux meter-measured ambient illumination were highly correlated for a wide range of intensities (r = 0.96, p < 0.001), but with greater variability for intensities >20 000 lux. The Clouclip infrared beam was measured to have a diameter of 25.6 ± 2.2° and a downward angle of 10.3 ± 0.5°. For subject testing, viewing distance was significantly closer for active and passive printed tasks (29.5 ± 6.7 cm and 33.2 ± 8.8 cm, respectively) than for active and passive electronic tasks (35.4 ± 8.0 cm and 40.8 ± 10.4 cm, respectively), with no differences between refractive error groups (p = 0.88). CONCLUSIONS The Clouclip performed well in measuring near and intermediate distances and could distinguish between indoor (<1000 lux) and outdoor (>1000 lux) illumination. A closer working distance was observed for printed tasks compared to those on an iPad, with no difference in viewing distance between non-myopic and myopic adults.
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Affiliation(s)
| | - Lisa A Ostrin
- University of Houston College of Optometry, Houston, USA
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Lingham G, Mackey DA, Lucas R, Yazar S. How does spending time outdoors protect against myopia? A review. Br J Ophthalmol 2019; 104:593-599. [PMID: 31722876 DOI: 10.1136/bjophthalmol-2019-314675] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 10/07/2019] [Accepted: 10/30/2019] [Indexed: 01/12/2023]
Abstract
Myopia is an increasingly common condition that is associated with significant costs to individuals and society. Moreover, myopia is associated with increased risk of glaucoma, retinal detachment and myopic maculopathy, which in turn can lead to blindness. It is now well established that spending more time outdoors during childhood lowers the risk of developing myopia and may delay progression of myopia. There has been great interest in further exploring this relationship and exploiting it as a public health intervention aimed at preventing myopia in children. However, spending more time outdoors can have detrimental effects, such as increased risk of melanoma, cataract and pterygium. Understanding how spending more time outdoors prevents myopia could advance development of more targeted interventions for myopia. We reviewed the evidence for and against eight facets of spending time outdoors that may protect against myopia: brighter light, reduced peripheral defocus, higher vitamin D levels, differing chromatic spectrum of light, higher physical activity, entrained circadian rhythms, less near work and greater high spatial frequency (SF) energies. There is solid evidence that exposure to brighter light can reduce risk of myopia. Peripheral defocus is able to regulate eye growth but whether spending time outdoors substantially changes peripheral defocus patterns and how this could affect myopia risk is unclear. Spectrum of light, circadian rhythms and SF characteristics are plausible factors, but there is a lack of solid evidence from human studies. Vitamin D, physical activity and near work appear unlikely to mediate the relationship between time spent outdoors and myopia.
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Affiliation(s)
- Gareth Lingham
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Western Australia, Australia
| | - David A Mackey
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Robyn Lucas
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Western Australia, Australia.,National Centre for Epidemiology and Population Health, Research School of Population Health, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Seyhan Yazar
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Western Australia, Australia .,Single Cell and Computational Genomics, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
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Abstract
Refractive errors are the product of a mismatch between the axial length of the eye and its optical power, creating blurred vision. Uncorrected refractive errors are the second leading cause of worldwide blindness. One refractive error currently attracting significant scientific interest is myopia, mostly owing to the recent rise in its prevalence worldwide and associated ocular disease burden. This increase in myopia prevalence has also been rapid, suggesting environmental influences in addition to any genetic influences on eye growth. This review defines refractive errors, describes their prevalence, and presents evidence for the influence of genetic and environmental factors related to refractive error development.
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Affiliation(s)
- Elise N Harb
- School of Optometry, University of California, Berkeley, California 94720, USA; ,
| | - Christine F Wildsoet
- School of Optometry, University of California, Berkeley, California 94720, USA; ,
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Harrington SC, O'Dwyer V. Ocular biometry, refraction and time spent outdoors during daylight in Irish schoolchildren. Clin Exp Optom 2019; 103:167-176. [PMID: 31187504 DOI: 10.1111/cxo.12929] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2018] [Revised: 04/10/2019] [Accepted: 04/23/2019] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Previous studies have investigated the relationship between ocular biometry and spherical equivalent refraction in children. This is the first such study in Ireland. The effect of time spent outdoors was also investigated. METHODS Examination included cycloplegic autorefraction and non-contact ocular biometric measures of axial length, corneal radius and anterior chamber depth from 1,626 children in two age groups: six to seven years and 12 to 13 years, from 37 schools. Parents/guardians completed a participant questionnaire detailing time spent outdoors during daylight in summer and winter. RESULTS Ocular biometric data were correlated with spherical equivalent refraction (axial length: r = -0.64, corneal radius: r = 0.07, anterior chamber depth: r = -0.33, axial length/corneal radius ratio: r = -0.79, all p < 0.0001). Participants aged 12-13 years had a longer axial length (6-7 years 22.53 mm, 12-13 years 23.50 mm), deeper anterior chamber (6-7 years 3.40 mm, 12-13 years 3.61 mm), longer corneal radius (6-7 years 7.81 mm, 12-13 years 7.87 mm) and a higher axial length/corneal radius ratio (6-7 years 2.89, 12-13 years 2.99), all p < 0.0001. Controlling for age: axial length was longer in boys (boys 23.32 mm, girls 22.77 mm), and non-White participants (non-White 23.21 mm, White 23.04 mm); corneal radius was longer in boys (boys 7.92 mm, girls 7.75 mm); anterior chamber was deeper in boys (boys 3.62 mm, girls 3.55 mm, p < 0.0001), and axial length/corneal radius ratios were higher in non-White participants (non-White 2.98, White 2.94, p < 0.0001). Controlling for age and ethnicity, more time outdoors in summer was associated with a less myopic refraction, shorter axial length, and lower axial length/corneal radius ratio. Non-White participants reported spending significantly less time outdoors than White participants (p < 0.0001). CONCLUSION Refractive error variance in schoolchildren in Ireland was best explained by variation in the axial length/corneal radius ratio with higher values associated with a more myopic refraction. Time spent outdoors during daylight in summer was associated with shorter axial lengths and a less myopic spherical equivalent refraction in White participants. Strategies to promote daylight exposure in wintertime is a study recommendation.
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Affiliation(s)
- Síofra C Harrington
- School of Physics and Clinical and Optometric Sciences, Technological University Dublin, Dublin, Ireland
| | - Veronica O'Dwyer
- School of Physics and Clinical and Optometric Sciences, Technological University Dublin, Dublin, Ireland
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Ulaganathan S, Read SA, Collins MJ, Vincent SJ. Influence of seasons upon personal light exposure and longitudinal axial length changes in young adults. Acta Ophthalmol 2019; 97:e256-e265. [PMID: 30288926 DOI: 10.1111/aos.13904] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 07/29/2018] [Indexed: 12/11/2022]
Abstract
PURPOSE To investigate the association between objectively measured ambient light exposure and longitudinal axial length changes (and their seasonal variations) over a period of 12 months in young adults. METHODS This prospective longitudinal observational study included 43 healthy young adult university students (21 emmetropes and 22 myopes) aged between 18 and 30 years. Three axial length measurements were collected at 6-month intervals (i.e. at baseline, 6 and 12 months), in summer and winter to determine the axial eye growth. Personal ambient light exposure data were measured in winter and summer months with wearable sensors, from which the mean daily time exposed to bright (outdoor) light levels (>1000 lux) was derived. RESULTS Greater daily bright light exposure was associated with less axial eye growth (β = -0.002, p = 0.006) over 12 months. In summer, myopes exhibited significantly greater changes in axial length (mean change 0.04 ± 0.05 mm) compared to emmetropes (-0.01 ± 0.05 mm) (p = 0.001), but there was no significant difference between refractive groups in winter. Emmetropes also spent significantly greater time in outdoor light levels in summer compared to winter (p < 0.0001), while myopes spent similar time outdoors during both seasons (p = 0.12). Differences in light exposure between summer and winter were also associated with seasonal differences in axial eye growth (p = 0.026). CONCLUSION In young adults, greater time spent in bright light was associated with slower longitudinal axial eye growth. Seasonal light exposure and axial length changes were dependent on refractive error in this population and also exhibited an inverse relationship.
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Affiliation(s)
- Sekar Ulaganathan
- Contact Lens and Visual Optics Laboratory School of Optometry and Vision Science Queensland University of Technology Brisbane Queensland Australia
| | - Scott A. Read
- Contact Lens and Visual Optics Laboratory School of Optometry and Vision Science Queensland University of Technology Brisbane Queensland Australia
| | - Michael J. Collins
- Contact Lens and Visual Optics Laboratory School of Optometry and Vision Science Queensland University of Technology Brisbane Queensland Australia
| | - Stephen J. Vincent
- Contact Lens and Visual Optics Laboratory School of Optometry and Vision Science Queensland University of Technology Brisbane Queensland Australia
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