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Gao Z, Guo Z, Liu C, Shi X. Analysis of the spatio-temporal evolutionary characteristics of myopia among students aged 7-18 years in China: based on panel data analysis. Sci Rep 2024; 14:29343. [PMID: 39592863 PMCID: PMC11599725 DOI: 10.1038/s41598-024-80990-2] [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: 06/02/2024] [Accepted: 11/22/2024] [Indexed: 11/28/2024] Open
Abstract
Myopia is a major important public health concern and has huge burden on health system across the world. This study aimed to explore the spatial and temporal analysis of the prevalence of myopia among students aged 7-18 years to identify the potential clusters and the trends of myopia in China. Spatial autocorrelation analysis, temporal and spatial scan analysis and beta convergence test were performed using ArcGIS10.0 and Stata 15.0. The present study indicated that the prevalence of myopia among students aged 7-18 years in China increased every five years from 1995 to 2019, and there was a certain spatial clustering. The phased spatiotemporal scanning analysis indicated that the gathering area of myopia in students aged 7-18 years in China first shifted from northwest to southeast, and the gradually shifted to Hebei, Shanxi and other northern China regions with Tianjin as the core, and finally spread to the whole of East China, where high-risk areas regarding myopia continue to exist. At the same time, the difference in the level of myopia in each region will gradually shrink over time and will converge. There is a great deal of spatial variations in the pattern of the prevalence of myopia among children and adolescents in China. The spatial cluster analysis provides new evidence for policy-makers to design tailored interventions to reduce the prevalence of myopia and allocate health resource to unmet need areas.
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Affiliation(s)
- Zhaorong Gao
- Qingdao Eye Hospital of Shandong First Medical University, Eye Institute of Shandong First Medical University, 5 Yanerdao Road, Qingdao, 266071, Shandong, China
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
- School of Ophthalmology, Shandong First Medical University, Qingdao, China
| | - Zhen Guo
- Qingdao Eye Hospital of Shandong First Medical University, Eye Institute of Shandong First Medical University, 5 Yanerdao Road, Qingdao, 266071, Shandong, China.
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China.
- School of Ophthalmology, Shandong First Medical University, Qingdao, China.
| | - Conghui Liu
- Qingdao Eye Hospital of Shandong First Medical University, Eye Institute of Shandong First Medical University, 5 Yanerdao Road, Qingdao, 266071, Shandong, China
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
- School of Ophthalmology, Shandong First Medical University, Qingdao, China
| | - Xiujing Shi
- Qingdao Eye Hospital of Shandong First Medical University, Eye Institute of Shandong First Medical University, 5 Yanerdao Road, Qingdao, 266071, Shandong, China
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
- School of Ophthalmology, Shandong First Medical University, Qingdao, China
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Ni Y, Wu Y, Dong Y, Jin H, Zhang K, Hong C, Qiu P, Shen T. Lens height paraments comparison according to ciliary sulcus width (CSW): a pilot study of the predictive role of CLR and STSL for vault after ICL implantation. BMC Ophthalmol 2024; 24:355. [PMID: 39164617 PMCID: PMC11334505 DOI: 10.1186/s12886-024-03631-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 08/12/2024] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND To assess the relationship between postoperative implantable collamer lens (ICL) vault and lens height obtained from two different measurements. METHODS A retrospective case series study enrolled eyes with horizontally implanted ICL. Crystal lens rise (CLR) and the distance between STS plane and anterior crystalline lens surface (STSL) were measured in the horizontal and vertical directions using ultrasound biomicroscopy (UBM). We compared the differences in the parameters measured in both horizontal and vertical directions. The participants were categorized into three groups according to ciliary sulcus width (CSW) which is defined as the distance between the posterior angle of the iris and the anterior angle of the ciliary process: narrow CSW group (NSG); medium CSW group (MSG); and wide CSW group (WSG). The correlations between CLR/STSL and vault were examined in each of the three groups. Biased correlation analysis was used further to contrast the correlation between CLR/STSL and vault. RESULTS This retrospective study included 223 myopic eyes. Vertical STSL (VSTSL) and vertical CLR (VCLR) exhibited significantly greater values compared to their horizontal counterparts (both P < 0.05). None of the indicators were statistically different between the three groups. In both NSG and MSG, STSL/CLR correlated with vault, while in WSG, only STSL correlated with vault (r=-0.316, P = 0.013). In contrast to HCLR, the correlation between HSTSL and vault remained after controlling for HCLR (r=-0.162, P = 0.015). CONCLUSIONS STSL should deserve more attention in the preoperative evaluation of ICL compared to CLR especially when CSW is large.
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Affiliation(s)
- Yingjie Ni
- The Second Clinical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, China
| | - Yuanpeng Wu
- Department of Ophthalmology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, 310014, China
| | - Yi Dong
- Department of Ophthalmology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, 310014, China
| | - Huihui Jin
- The Second Clinical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, China
| | - Kailei Zhang
- Postgraduate Training Base Alliance of Wenzhou Medical University (Affiliated People's Hospital), Hangzhou, zhejiang province, China
| | - Chaoyang Hong
- Department of Ophthalmology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang Province, 310014, China
| | - Peijin Qiu
- Eye Center, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.1 West Lake Avenue, Hangzhou, zhejiang province, 310009, China
| | - Ting Shen
- Eye Center, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.1 West Lake Avenue, Hangzhou, zhejiang province, 310009, China.
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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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Li L, Liao Y, Wang Q, Wang M, Zhang W, Wang X. Trends in myopia development among Chinese children and adolescents in Xuzhou during one academic year. Front Med (Lausanne) 2024; 11:1391269. [PMID: 39050529 PMCID: PMC11266087 DOI: 10.3389/fmed.2024.1391269] [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: 02/27/2024] [Accepted: 07/01/2024] [Indexed: 07/27/2024] Open
Abstract
Purpose This study investigates the prevalence and progression of myopia among primary and secondary school students in Xuzhou City, China, during one academic year. Methods The study employed a prospective research design and utilized a whole-group sampling method to conduct non-cycloplegic spot photo screenings on 37,938 students from 44 primary and secondary schools in Xuzhou City, China. A one-year study was conducted to gather spherical equivalent refraction (SER), and subsequent analysis was carried out to explore the disparities in myopia prevalence among primary and secondary school students within the same academic year, as well as the progression of myopia. Results During the 2022 academic year, the overall prevalence of myopia in the first and second semesters was 62.6 and 64.2% respectively, indicating an increasing trend. Particularly in primary school (Grades 1-6), the prevalence of myopia increased with higher grade levels, and significant variations in myopia prevalence were observed mainly in grades 1-3 and 7 (p < 0.05). The incidence rate of myopia in middle school remained stable, while in primary school, there was a positive correlation between myopia incidence and the grade level, with the highest rate of 20.1% in grade 6. Among the myopic population, the median value of spherical equivalent refraction slightly decreased between the two semesters. The proportion of high myopia increased among students in grades 5-8. Conclusion Our study revealed that within one academic year, the prevalence of myopia and the severity of myopia have significantly increased in Xuzhou City, China, accompanied by an increase in the proportion of high myopia. For different grade levels, we should adopt personalized prevention and control measures, with a particular focus on lower grade levels and students who have just entered a new grade.
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Affiliation(s)
- Lin Li
- School of Medical Technology, Xuzhou Medical University, Xuzhou, China
| | - Ya Liao
- Department of Ophthalmology, The First People’s Hospital of Xuzhou, The Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou, China
| | - Qian Wang
- Department of Ophthalmology, The First People’s Hospital of Xuzhou, The Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou, China
| | - Mei Wang
- Department of Ophthalmology, The First People’s Hospital of Xuzhou, The Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou, China
| | - Wenxuan Zhang
- Department of Ophthalmology, The First People’s Hospital of Xuzhou, The Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou, China
| | - Xiaojuan Wang
- Department of Ophthalmology, The First People’s Hospital of Xuzhou, The Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou, China
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Ma R, Zhou L, Li W, Li Y, Hu D, Lu Y, Zhang C, Yi B. The Impact of Sunshine Duration on Myopia in Central China: Insights from Populational and Spatial Analysis in Hubei. Int J Gen Med 2024; 17:2129-2142. [PMID: 38766596 PMCID: PMC11102173 DOI: 10.2147/ijgm.s462734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 05/07/2024] [Indexed: 05/22/2024] Open
Abstract
Purpose This study aimed to analyze myopia distribution in Hubei and the impact of regional Sunshine Duration on myopia in children and adolescents. Patients and Methods The Cross-sectional study included students (kindergarten to grade 12) through multistage cluster stratified sampling in 17 cities (103 areas) of Hubei, China, who underwent ophthalmic examinations from September 2021 to November 2021. The association of sunshine duration with the prevalence and distribution of myopia was analyzed. Using Moran's index to quantify the distribution relationship, a spatial analysis was constructed. Results A total of 435,996 students (53.33% male; mean age, 12.16±3.74 years) were included in the study. A negative association was identified between myopia prevalence and sunshine duration in the region, especially in population of primary students (r=-0.316, p<0.001). Each 1-unit increment in the sunshine duration was associated with a decreased risk of myopia prevalence (OR=0.996; 95% CI, 0.995-0.998; P <0.001). Regression showed a linear relationship between sunshine duration and myopia rates of primary school students [Prevalence%= (-0.1331*sunshine duration+47.73)%, p = 0.02]. Sunshine duration influenced the distribution of myopia rates among primary (Moran's I=-0.206, p<0.001) and junior high school (Moran's I=-0.183, p=0.002). Local spatial analysis showed that areas with low sunshine duration had high myopia prevalence concentration. Conclusion This study revealed sunshine duration associations with myopia prevalence at the regional and population levels. The results may emphasize the significance of promptly implementing myopia control in regions with poor sunshine. The effect of sunshine on myopia is pronounced in the early years of education, especially in primary students.
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Affiliation(s)
- Runting Ma
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Lianhong Zhou
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Wenping Li
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Yuanjin Li
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Diewenjie Hu
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Yi Lu
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Cancan Zhang
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Beixi Yi
- Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan, People’s Republic of China
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Gwon SH, Lee DC. Factors associated with myopia in 19-year-old adult men in Korea between 2014 and 2020. Sci Rep 2023; 13:11581. [PMID: 37463984 DOI: 10.1038/s41598-023-38569-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 07/11/2023] [Indexed: 07/20/2023] Open
Abstract
Numerous environmental factors that influence myopia have been studied, but only few factors have been definitively identified. We examined factors influencing myopia using data from 2014 to 2020 physical examinations received from the Korean Military Manpower Administration. We used the Cochran-Armitage trend test to investigate the annual prevalence of myopia and high myopia. To determine risk factors for myopia, logistic regression was performed. The data of 2,215,126 19-year-old Korean men were examined. The myopia and high myopia prevalences showed significant annual increases; in 2020, these prevalences were 58.9% and 18.0%, respectively. The myopia prevalence was high when the birth season was spring, education level was high, height was small, weight and body mass index (BMI) were low (< 18.5 kg/m2), and color vision was normal (all, p < 0.05). The high myopia prevalence was high when the birth season was spring, education level was high, height was tall, weight and BMI were low (< 18.5 kg/m2), and color vision was normal (all, p < 0.05). The prevalence of myopia and high myopia in this population is increasing annually. The risk of both conditions increased when the birth season was spring, education level was high, BMI was low, color vision was normal, and diabetes was present.
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Affiliation(s)
- So Hyeon Gwon
- Department of Ophthalmology, School of Medicine, Keimyung University, Daegu, Republic of Korea
| | - Dong Cheol Lee
- Department of Ophthalmology, Dongsan Medical Center, Keimyung University School of Medicine, #1035, Dalgubeol-daero, Dalseo-gu, Daegu, 42601, Republic of Korea.
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Zhou H, Bai X. A Review of the Role of the School Spatial Environment in Promoting the Visual Health of Minors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1006. [PMID: 36673762 PMCID: PMC9859487 DOI: 10.3390/ijerph20021006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 12/28/2022] [Accepted: 01/04/2023] [Indexed: 06/17/2023]
Abstract
Rising childhood myopia rate has detrimental health consequences that pose a considerable challenge to health systems. The school spatial environment, which is where students are for the longest period of time, has a high health value for myopia systematic intervention. While research has demonstrated associations between physical daylight environments, medical gene and visual health, the literature currently lacks a synthesis of evidence that will act as a spatially-organized resource for school designers. This study is based on literature from the period 2000-2022 and has been taken from the Web of Science, scopus, Medline and CNKI core collection database. Collaboration, literature co-citation and quantitative and qualitative analysis, in addition to keyword co-occurrence are adopted to conduct a visual health research review. The results indicate that intensive near work activity (as a risk factor) and longer time spent outdoors (as a protective factor), are involved in visual health factors. Two main research themes are obtained and relate to: (1) The environment of visual work behavior (especially the near work learning environment) and adaptable multimedia learning environment; and (2) the environment of outdoor exposure behavior. Furthermore, with the variation of educational demands, models and concepts, there are different demands for near work behavior, and this study makes an important contribution by pointing to two future research directions, including the accurate and controllable environment of near work behavior, which operate in accordance with various educational mode requirements and the active design of the environment of outdoor exposure behavior. In referring to differences between regions and countries, as well as the development of the educational environment, it provides insight into how these demands can be controlled.
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Affiliation(s)
- Huihui Zhou
- School of Architecture and Urban Planning, Huazhong University of Science and Technology, Wuhan 430074, China
- Hubei Engineering and Technology Research Center of Urbanization, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Xiaoxia Bai
- School of Architecture and Urban Planning, Huazhong University of Science and Technology, Wuhan 430074, China
- Hubei Engineering and Technology Research Center of Urbanization, Huazhong University of Science and Technology, Wuhan 430074, China
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Chen C, Shao Y, Zhong H, Huang T, Shen J, Xu Q, Qing C, Liu Z, Sun W, Li M, Shi W. Investigation on the prevalence and influencing factors of myopia among children and adolescents in Liyang city. Am J Transl Res 2022; 14:7164-7171. [PMID: 36398263 PMCID: PMC9641489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 07/25/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To investigate the prevalence of myopia among children and adolescents in a local area (Liyang City) of China and analyze the influencing factors, so as to formulate corresponding preventive measures. METHODS A questionnaire survey was conducted, mainly investigating subjects' age, gender, residence (urban/rural areas), parental myopia, daily time spent outdoors, daily sleep time, distance between computer screen and eyes, less than one punch (10 cm) from the chest to the edge of the desk when reading and writing, one inch (3 cm) between finger and pen tip when writing, number of in-school physical education (PE) classes, length of TV watching, and size of TV. The myopia of all participants was recorded. RESULTS This study enrolled 7,948 children and adolescents, including 4,733 (59.55%) cases of myopia, 1,025 (12.90%) of astigmatism, 251 (3.16%) of hyperopia, and 699 (8.79%) of anisometropia respectively. There were 2,519 (53.22%) cases of myopia in the left eye and 2,214 (46.78%) in the right eye. Low, moderate, and high myopia were determined in 2,682 (56.67%), 1,583 (33.45%), and 468 (9.89%), respectively. In terms of spherical equivalent (SEQ), a statistically lower SEQ was observed in urban areas (-1.56±0.46 d) versus suburban counties (-1.17±0.33 d), and in females (-1.68±0.30 d) compared with males (-1.17±0.44 d). The mean SEQ gradually decreased with age. The prevalence of myopia was 63.84% (2,436/3,816) in females, statistically higher than that of 55.59% (2,197/4,132) in males (χ2=56.00, P < 0.0001). The incidence of myopia was statistically higher in urban areas (67.93% [3,321/4,889]) versus rural areas (46.16% [1,412/3,059]). Parental myopia, one inch between finger and pen tip when writing, daily time spent outdoors, daily sleep time, distance between computer screen and eyes, less than one punch from the chest to the edge of the desk when reading and writing, number of in-school PE classes, and daily length of TV watching were significantly correlated with the occurrence of myopia. CONCLUSIONS Parents are advised to pay attention to daily time spent outdoors, sleep time, distance between the computer screen and the eyes, distance between the chest and the edge of the table when reading and writing, and length of TV watching of their children. As far as schools are concerned, PE activity time should be properly maintained to ensure that children have enough outdoor exercise time to reduce eye fatigue.
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Affiliation(s)
- Chunming Chen
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Yan Shao
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Hong Zhong
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Tianhua Huang
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Jun Shen
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Qian Xu
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Chengyao Qing
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Zehao Liu
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Wenxiu Sun
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Min Li
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
| | - Wei Shi
- Department of Ophthalmology, Liyang Municipal Traditional Chinese Hospital Liyang 213300, Jiangsu, People's Republic of China
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Shi X, Gao Z, Leng L, Guo Z. Temporal and spatial characterization of myopia in China. Front Public Health 2022; 10:896926. [PMID: 36052009 PMCID: PMC9424616 DOI: 10.3389/fpubh.2022.896926] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 07/07/2022] [Indexed: 01/22/2023] Open
Abstract
Purpose The aim of this study was to characterize the temporal and spatial distribution of myopia among students aged 7-18 years, by analyzing the aggregation area and providing the basis for the prevention and control of myopia in China. Methods A database for the spatial analysis of myopia in China during 1995-2014 was established using ArcGIS10.0 software as a platform for data management and presentation. A spatial autocorrelation analysis of myopia was undertaken, and a temporal and spatial scan analysis was performed using SaTScan9.5 software. Results Our data demonstrated that the prevalence of myopia in China in 1995, 2000, 2005, 2010, and 2014 was 35.9, 41.5, 48.7, 57.3, and 57.1%, respectively, thus indicating a gradual upward trend. The prevalence of myopia was analyzed in various provinces (municipalities and autonomous regions), and the highest was found in Jiangsu Province, with an average Moran's I index of 0.244295 in China (P ≤ 0.05). According to the local Moran's I autocorrelation analysis, there was a spatial aggregation of myopia prevalence among students in the entire country, with Shandong, Jiangsu, Anhui, and Shanghai being classified as high-high aggregation areas, while Hainan and Guangxi were classified as low-low aggregation areas. In addition, the Getis-Ord General G results of the global hotspot analysis showed a countrywide myopia prevalence index of 0.035020 and a Z score of 1.7959 (P = 0.07251). Because the myopia prevalence correlation difference was not statistically significant, there were no "positive hotspots" or "negative hotspots." The local hotspot analysis shows that Shandong and Jiangsu belong to high-value aggregation areas, while Hainan and Guizhou belong to low-value aggregation areas. Further analysis using time-space scanning showed 15 aggregation regions in five stages, with four aggregation regions having statistically significant differences (P ≤ 0.05). However, the aggregation range has changed over time. Overall, from 1995 to 2014, the aggregation areas for the myopia prevalence in Chinese students have shifted from the northwest, north, and northeast regions to the southeast regions. Conclusion Our data demonstrate that, from 1995 to 2014, the prevalence of myopia increased in students aged 7-18 years in China. In addition, the prevalence of myopia is randomly distributed in various provinces (municipalities and autonomous regions) and exhibits spatial aggregation. Also, the gathering area is gradually shifting to the southeast, with the existence of high-risk areas. It is, therefore, necessary to focus on this area and undertake targeted prevention and control measures.
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Affiliation(s)
- Xiujing Shi
- Qingdao Eye Hospital of Shandong First Medical University, Eye Institute of Shandong First Medical University, Qingdao, China,State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China,School of Ophthalmology, Shandong First Medical University, Qingdao, China
| | - Zhaorong Gao
- Qingdao Eye Hospital of Shandong First Medical University, Eye Institute of Shandong First Medical University, Qingdao, China,State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China,School of Ophthalmology, Shandong First Medical University, Qingdao, China
| | - Lin Leng
- Qingdao Eye Hospital of Shandong First Medical University, Eye Institute of Shandong First Medical University, Qingdao, China,State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China,School of Ophthalmology, Shandong First Medical University, Qingdao, China
| | - Zhen Guo
- Qingdao Eye Hospital of Shandong First Medical University, Eye Institute of Shandong First Medical University, Qingdao, China,State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China,School of Ophthalmology, Shandong First Medical University, Qingdao, China,*Correspondence: Zhen Guo
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Qin Z, Peng T, Zhang Z, Lou J, Wang C, Deng R, Xu M, Yu X, Chen W. Myopia progression and stabilization in school-aged children with single-vision lenses. Acta Ophthalmol 2022; 100:e950-e956. [PMID: 34605206 DOI: 10.1111/aos.15038] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 09/17/2021] [Accepted: 09/22/2021] [Indexed: 12/29/2022]
Abstract
PURPOSE To investigate the longitudinal changes in myopia from onset to stabilization in school-aged children with single-vison lenses (SVLs). METHODS The medical records of patients wearing SVLs with long-term follow-up data between 2006 and 2016 were retrospectively reviewed. The patients who were 6-10 years old at the initial visit and 16 years old at the last assessment were included and analysed. The periods of progression and stabilization of myopia were evaluated by plotting fitted curves of the changes in spherical equivalent (SE). RESULTS Seven hundred and seventy-three patients (median initial age 9 years) were accessed over an average of 7 years (IQR, 6-7 years). The initial mean SE was -1.92 ± 1.57 D and increased to -6.05 ± 2.14 D at 16 years old. The average age at myopia stabilization was 14.6 years, and girls slightly stabilized earlier than boys. 73.7% of the 6-year-olds and 85.7% of the 7-year-olds had high myopia at 16 years old, and the risk decreased each year from 7 to 10 years old. Children who had SE greater than -4 D up to 10 years had 89.0% risk of high myopia at 16 years old. Children with SE between -0.5 D and -2 D still had 34% risk of developing high myopia at 16 years old. CONCLUSION This study provides a comprehensive picture of myopia progression from onset to stabilization in school-aged children with SVLs in China. All children who have myopia onset below 10 years of age were at risk for high myopia, and children who have myopia onset below 8 years of age require more attention.
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Affiliation(s)
- Zhuoer Qin
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
| | - Tingting Peng
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
| | - Zicheng Zhang
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
| | - Jiangtao Lou
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
| | - Chunxiao Wang
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
| | - Ruzhi Deng
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
| | - Meiping Xu
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
| | - Xinping Yu
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
- Zhongshan Ophthalmic Center of Sun Yat‐sen University Guangzhou China
| | - Wuhe Chen
- School of Ophthalmology and Optometry and Eye Hospital of Wenzhou Medical University Wenzhou China
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Lu W, Ji R, Ding W, Tian Y, Long K, Guo Z, Leng L. Agreement and Repeatability of Central and Peripheral Refraction by One Novel Multispectral-Based Refractor. Front Med (Lausanne) 2021; 8:777685. [PMID: 34957151 PMCID: PMC8695908 DOI: 10.3389/fmed.2021.777685] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 11/11/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose: To evaluate the repeatability of a multispectral-based refractor in central and peripheral refraction measurement, and to assess the agreement of such measurements with objective refraction (OR) and subjective refraction (SR) in patients with myopia. Methods: A total of 60 subjects were recruited in this prospective research. Patients were divided into three groups according to the refractive error. Next, the central and peripheral refraction parameters were measured using multispectral refractive tomography (MRT) before and after cycloplegia. In addition, OR and SR measurements were also performed. The intraobserver repeatability was analyzed using within-subject standard deviation (Sw), test–retest repeatability (TRT), and intraclass correlation coefficient (ICC). Agreement was evaluated using Bland-Altman plot and 95% limits of agreement (LoA). Results: The ICC value of central and peripheral refraction were all higher than 0.97 with or without cycloplegia. The peripheral refraction in the nasal, temporal, superior, and inferior quadrants was slightly worse than other parameters, with the largest error interval being 1.43 D. The 95% LoA of the central refraction and OR or SR ranged from −0.89 to 0.88 D and −1.24 to 1.16 D without cycloplegia, respectively, and from −0.80 to 0.42 D and −1.39 to −0.84 D under cycloplegia, respectively. Conclusions: The novel multispectral refraction topography demonstrated good repeatability in central and peripheral refraction. However, the refraction in the nasal, temporal, superior, and inferior quadrants were not as good as that of central and circle peripheral refraction.
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Affiliation(s)
- Weicong Lu
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Rongyuan Ji
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Wenzhi Ding
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Yuyin Tian
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Keli Long
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Zhen Guo
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Lin Leng
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
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