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Stone RA, Tobias JW, Wei W, Carlstedt X, Zhang L, Iuvone PM, Nickla DL. Diurnal gene expression patterns in retina and choroid distinguish myopia progression from myopia onset. PLoS One 2024; 19:e0307091. [PMID: 39028695 PMCID: PMC11259283 DOI: 10.1371/journal.pone.0307091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 06/30/2024] [Indexed: 07/21/2024] Open
Abstract
The world-wide prevalence of myopia (nearsightedness) is increasing, but its pathogenesis is incompletely understood. Among many putative mechanisms, laboratory and clinical findings have implicated circadian biology in the etiology of myopia. Consistent with a circadian hypothesis, we recently reported a marked variability in diurnal patterns of gene expression in two crucial tissues controlling post-natal refractive development - the retina and choroid-at the onset of form-deprivation myopia in chick, a widely studied and validated model. To extend these observations, we assayed gene expression by RNA-Seq in retina and choroid during the progression of established unilateral form-deprivation myopia of chick. We assayed gene expression every 4 hours during a single day from myopic and contralateral control eyes. Retinal and choroidal gene expression in myopic vs. control eyes during myopia progression differed strikingly at discrete times during the day. Very few differentially expressed genes occurred at more than one time in either tissue during progressing myopia. Similarly, Gene Set Enrichment Analysis pathways varied markedly by time during the day. Some of the differentially expressed genes in progressing myopia coincided with candidate genes for human myopia, but only partially corresponded with genes previously identified at myopia onset. Considering other laboratory findings and human genetics and epidemiology, these results further link circadian biology to the pathogenesis of myopia; but they also point to important mechanistic differences between the onset of myopia and the progression of established myopia. Future laboratory and clinical investigations should systematically incorporate circadian mechanisms in studying the etiology of myopia and in seeking more effective treatments to normalize eye growth in children.
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Affiliation(s)
- Richard A. Stone
- Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - John W. Tobias
- Penn Genomics and Sequencing Core, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Wenjie Wei
- Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Xia Carlstedt
- Department of Biomedical Sciences and Disease, New England College of Optometry, Boston, Massachusetts, United States of America
| | - Lixin Zhang
- Department of Biomedical Sciences and Disease, New England College of Optometry, Boston, Massachusetts, United States of America
| | - P. Michael Iuvone
- Department of Ophthalmology & Department of Pharmacology and Chemical Biology, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Debora L. Nickla
- Department of Biomedical Sciences and Disease, New England College of Optometry, Boston, Massachusetts, United States of America
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Zong Z, Zhang Y, Qiao J, Tian Y, Xu S. The association between screen time exposure and myopia in children and adolescents: a meta-analysis. BMC Public Health 2024; 24:1625. [PMID: 38890613 PMCID: PMC11186094 DOI: 10.1186/s12889-024-19113-5] [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: 08/15/2023] [Accepted: 06/12/2024] [Indexed: 06/20/2024] Open
Abstract
OBJECTIVE This study aimed to systematically review epidemiological evidence on associations between screen time exposure and myopia in children and adolescents, and to quantitatively evaluate summary effect estimates from existing literature. METHOD There were three online databases including PubMed, Embase, and Web of Science, for epidemiological studies on screen time exposure and myopia published before June 1, 2023. The risk of bias was assessed by the Newcastle Ottawa Scale (NOS) checklist. Summary odds ratios (ORs) and 95% confidence intervals (CIs) were calculated to evaluate the correlation between screen time exposure and myopia using random or fixed-effect models by exposure type (categorical/continuous). We also performed subgroup analysis by screen device type, study quality, geographic region, and research period. RESULTS We searched 7,571 records from three databases and identified 19 eligible studies, including 14 high-quality studies and 5 moderate-quality studies. Meta-analyses suggested that there was a statistically significant correlation between screen time (high vs. low) and myopia. The pooled ORs with 95%CIs were respectively 2.24 (1.47-3.42) for cross-sectional studies, and 2.39 (2.07-2.76) for cohort studies. We also found a significant association between continuous exposure to screen time (per 1 h/d increase) and myopia in cohort studies. The pooled ORs with 95%CIs were 1.07 (1.01-1.13). In subgroup analysis stratified by screen device type in cross-sectional studies, screen time exposures from computers (categorical: OR = 8.19, 95%CI: 4.78-14.04; continuous: OR = 1.22, 95%CI: 1.10-1.35) and televisions (categorical: OR = 1.46, 95%CI: 1.02-2.10) were associated with myopia, while smartphones were not. Although publication bias was detected, the pooled results did not show significant changes after adjustment using the trim and fill method. CONCLUSION Our findings support that screen time exposure was significantly associated with myopia in children and adolescents. Notably, screen time exposure from computers may have the most significant impact on myopia.
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Affiliation(s)
- Zhiqiang Zong
- The Second School of Clinical Medicine, Anhui Medical University, 81 Meishan Road, Hefei, Anhui, 230032, China
| | - Yaxin Zhang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, Anhui, 230032, China
| | - Jianchao Qiao
- The Second School of Clinical Medicine, Anhui Medical University, 81 Meishan Road, Hefei, Anhui, 230032, China
| | - Yuan Tian
- The First School of Clinical Medicine, Anhui Medical University, 81 Meishan Road, Hefei, Anhui, 230032, China
| | - Shaojun Xu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, Anhui, 230032, China.
- MOE Key Laboratory of Population Health Across Life Cycle, 81 Meishan Road, Hefei, Anhui, 230032, China.
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Machluf Y, Israeli A, Cohen E, Chaiter Y, Mezer E. Dissecting the complex sex-based associations of myopia with height and weight. Eye (Lond) 2024; 38:1485-1495. [PMID: 38242948 PMCID: PMC11126622 DOI: 10.1038/s41433-024-02931-7] [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: 03/30/2023] [Revised: 01/08/2024] [Accepted: 01/11/2024] [Indexed: 01/21/2024] Open
Abstract
OBJECTIVES To assess height and weight as possible sex-specific risk factors for bilateral myopia among young adults. METHODS We conducted a cross-sectional study including 101,438 pre-enlisted young adult males and females, aged 17.4 ± 0.6 and 17.3 ± 0.5 years, respectively, and born during 1971-1994. Categories of BMI (body mass index) were defined according to sex-related percentiles for 17-year-olds following U.S. Centers for Disease Control and Prevention growth charts, and subjects were divided into five height and weight categories according to sex-adjusted percentiles. Data included best-corrected visual acuity, diverse socio-demographic variables, anthropometric indices, and refractive errors, namely bilateral myopes and emmetropes. RESULTS The prevalence of bilateral myopia in males and females was 19.1% and 26.0%, respectively. Bilateral myopia displayed a J-shaped associated with BMI, achieving statistical significance only among males (p < 0.0001). Weight displayed a U-shaped association with bilateral myopia among both young males (p < 0.0001) and females (p < 0.005). A higher prevalence of bilateral myopia was observed only among males of the lower height category (p < 0.0001), even when controlling for BMI (from normal to obesity). In a multivariable regression model, obesity was associated with higher prevalence of bilateral myopia (OR: 1.21; 95% CI: 1.07-1.38, p = 0.002), only among males. There were no interactions of BMI with height or weight. Bilateral myopia was also associated with prehypertension among males (OR: 1.10, 95% CI: 1.04-1.15, p < 0.001). CONCLUSIONS A higher risk for bilateral myopia was associated with either BMI solely or height and weight, as well as pre-hypertension, in males. The possible association with low height requires further research.
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Affiliation(s)
- Yossy Machluf
- Israel Defense Forces, Medical Corps, Tel Hashomer, Israel.
- Unit of Agrigenomics, Shamir Research Institute, Haifa University, Kazerin, Israel.
| | - Asaf Israeli
- The Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Tel Aviv Medical Center, Tel Aviv, Israel
| | - Eduardo Cohen
- Israel Defense Forces, Medical Corps, Tel Hashomer, Israel
| | - Yoram Chaiter
- Israel Defense Forces, Medical Corps, Tel Hashomer, Israel
- The Israeli Center for Emerging Technologies in Hospitals and Hospital-based Health Technology Assessment, Shamir (Assaf Harofeh) Medical Center, Be'er Ya'akov, Israel
| | - Eedy Mezer
- The Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Department of Ophthalmology, Ruth Rappaport Children's Hospital, Rambam Health Care Campus, Haifa, Israel
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Harrington S. Shifting landscapes: The environmental impact of urbanisation on childhood myopia, obesity and diabetes. Ophthalmic Physiol Opt 2024; 44:237-240. [PMID: 38078538 DOI: 10.1111/opo.13262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 11/29/2023] [Accepted: 11/30/2023] [Indexed: 02/08/2024]
Affiliation(s)
- Síofra Harrington
- School of Physics, Clinical, and Optometric Sciences and Centre for Eye Research Ireland, Technological University Dublin, Dublin, Ireland
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Stone RA, Tobias JW, Wei W, Schug J, Wang X, Zhang L, Iuvone PM, Nickla DL. Diurnal retinal and choroidal gene expression patterns support a role for circadian biology in myopia pathogenesis. Sci Rep 2024; 14:533. [PMID: 38177383 PMCID: PMC10767138 DOI: 10.1038/s41598-023-50684-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 12/22/2023] [Indexed: 01/06/2024] Open
Abstract
The prevalence of myopia (nearsightedness) is increasing to alarming levels, but its etiology remains poorly understood. Because both laboratory and clinical findings suggest an etiologic role for circadian rhythms in myopia development, we assayed gene expression by RNA-Seq in retina and choroid at the onset of unilateral experimental myopia in chick, isolating tissues every 4 h during a single 24-h period from myopic and contralateral control eyes. Occluded versus open eye gene expression differences varied considerably over the 24-h sampling period, with some occurring at multiple times of day but with others showing differences at only a single investigated timepoint. Some of the genes identified in retina or choroid of chick myopia were previously identified as candidate genes for common human myopia. Like differentially expressed genes, pathways identified by Gene Set Enrichment Analysis also varied dramatically by sampling time. Considered with other laboratory data, human genetic and epidemiology data, these findings further implicate circadian events in myopia pathogenesis. The present results emphasize a need to include time of day in mechanistic studies of myopia and to assess circadian biology directly in trying to understand better the origin of myopia and to develop more effective therapies.
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Affiliation(s)
- Richard A Stone
- Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - John W Tobias
- Penn Genomics and Sequencing Core, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Wenjie Wei
- Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jonathan Schug
- Penn Genomics and Sequencing Core, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Xia Wang
- Department of Biomedical Sciences and Disease, New England College of Optometry, Boston, MA, USA
| | - Lixin Zhang
- Department of Biomedical Sciences and Disease, New England College of Optometry, Boston, MA, USA
| | - P Michael Iuvone
- Department of Ophthalmology and Department of Pharmacology and Chemical Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Debora L Nickla
- Department of Biomedical Sciences and Disease, New England College of Optometry, Boston, MA, USA
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Alvarez-Peregrina C, Ruiz-Pomeda A, Martinez-Perez C, Prieto-Garrido FL, Villa-Collar C, Gonzalez-Perez M, Gonzalez-Abad A, Sanchez-Tena MA. Subjective behavioral measures in myopic and pre-myopic children before and after the COVID lockdown. Front Med (Lausanne) 2023; 10:1308423. [PMID: 38155664 PMCID: PMC10753851 DOI: 10.3389/fmed.2023.1308423] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 11/28/2023] [Indexed: 12/30/2023] Open
Abstract
Background There are environmental factors that may contribute to the onset of myopia. This study aims to evaluate the children's lifestyle changes before and after the COVID-19 lockdown and how they can influence their vision. Methods The same questionnaire was administered to children aged between 5 and 7 in Spain every year in September before (2017-2019) and after the COVID-19 lockdown (2020-2021). All the children also passed a vision exam consisting of the measurement of visual acuity (VA) and determination of objective and subjective refraction. Children were classified as myopes, pre-myopes, or hyperopes. The cut-off points to define the refractive error were established according to the value of the spherical equivalent (SE): hyperopia (SE > +0,75D), myopia (SE ≤ -0,5D), or pre-myopia (-0.5D < SE ≥ +0.75D). Data analysis is performed with the SPSS 27.0 software (SPSS Inc., Chicago, Illinois). Results In the pre-COVID period, the pre-myopes were the ones who spent the longest time outdoors, and after the COVID lockdown, there were no differences between groups. There neither were any differences in the time spent doing near-work activities between the groups in both periods (p > 0.05). Regarding the spherical equivalent, in the pre-COVID period, the mean value was 0.75 ± 2.09D and after the COVID lockdown, it was 0.47 ± 1.88D (p < 0.001). Conclusion Pre-myopes spent more time outdoors than myopes in the pre-COVID period, while myopes spent more time using digital devices. All these differences do not exist after the COVID lockdown, with a general increase in the time spent outdoors and a decrease in the use of digital devices. Further studies are needed to know if these lifestyle changes remain and how they influence the onset of myopia.
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Affiliation(s)
- Cristina Alvarez-Peregrina
- Department of Optometry and Vision, Faculty of Optics and Optometry, Universidad Complutense de Madrid, Madrid, Spain
| | - Alicia Ruiz-Pomeda
- Department of Optometry and Vision, Faculty of Optics and Optometry, Universidad Complutense de Madrid, Madrid, Spain
| | | | - Francisco Luis Prieto-Garrido
- Department of Optometry and Vision, Faculty of Optics and Optometry, Universidad Complutense de Madrid, Madrid, Spain
- Fundación para la Investigación e Innovación Biomédica del Hospital Universitario del Henares (FIIB HHEN), Madrid, Spain
| | - Cesar Villa-Collar
- Faculty of Biomedical and Health Science, Universidad Europea de Madrid, Madrid, Spain
| | - Mariano Gonzalez-Perez
- Department of Optometry and Vision, Faculty of Optics and Optometry, Universidad Complutense de Madrid, Madrid, Spain
- Training and Development Department, Alain Afflelou Óptico, Madrid, Spain
| | - Ana Gonzalez-Abad
- Training and Development Department, Alain Afflelou Óptico, Madrid, Spain
| | - Miguel Angel Sanchez-Tena
- Department of Optometry and Vision, Faculty of Optics and Optometry, Universidad Complutense de Madrid, Madrid, Spain
- ISEC LISBOA-Instituto Superior de Educação e Ciências, Lisbon, Portugal
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