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Li F, Li Y, Liu Z, Xu C, Li H, Sun Y, Zhang X, Gao L. Influence of eye-related behavior on myopia among junior middle school students under the background of double reduction during the COVID-19 pandemic. BMC Public Health 2024; 24:1531. [PMID: 38844910 PMCID: PMC11157889 DOI: 10.1186/s12889-024-18958-0] [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: 02/01/2024] [Accepted: 05/27/2024] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND To investigate the changes in the unhealthy eye-related behaviors of junior middle school students during the COVID-19 pandemic and the double reduction policy and its relationship with myopia. METHODS Data were obtained from the 2019-2022 Tianjin Children and Youth Myopia, Common Diseases and Health Influencing Factors Survey. Latent profile analysis (LPA) and a generalized linear model (GLM) were applied to analyze the effect of eye-related behavior classes on myopia. RESULTS A total of 2508 junior middle school students were included. The types of eye-related behavior were categorized into the medium-healthy behavior group, heavy academic burden and near-eye behavior group, insufficient lighting group and high-healthy behavior group. Students with heavy academic burdens and near-eye behavior were more likely to develop myopia than were those in the high-healthy group (OR = 1.466, 95% CI = 1.203-1.787; P < 0.001). CONCLUSIONS The dual reduction policy has a positive effect on improving unhealthy eye-related behaviors, and the prevention and control of myopia through the use of different combinations of eye-related behaviors are heterogeneous among junior middle school students. In the post-COVID-19 period, we should continue to implement a double reduction policy and formulate targeted eye-related behavior strategies to provide an important reference for the prevention and control of myopia among children and adolescents during public health emergencies in the future.
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Affiliation(s)
- Fengqin Li
- Tianjin Heping Center for Disease Control and Prevention, Tianjin, China
| | - Yin Li
- Dept. Maternal, Child and Adolescent Health, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Zhonghui Liu
- Tianjin Center for Disease Control and Prevention, Tianjin, China
| | - Chang Xu
- Dept. Maternal, Child and Adolescent Health, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Huiwen Li
- Tianjin Heping Center for Disease Control and Prevention, Tianjin, China
| | - Ying Sun
- Tianjin Heping Center for Disease Control and Prevention, Tianjin, China
| | - Xin Zhang
- Dept. Maternal, Child and Adolescent Health, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Lei Gao
- Dept. Maternal, Child and Adolescent Health, School of Public Health, Tianjin Medical University, Tianjin, China.
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Au Eong JTW, Chen KS, Teo BHK, Lee SSY, Au Eong KG. Impact of the coronavirus disease 2019 pandemic on the progression, prevalence, and incidence of myopia: A systematic review. Taiwan J Ophthalmol 2024; 14:159-171. [PMID: 39027071 PMCID: PMC11253998 DOI: 10.4103/tjo.tjo-d-24-00027] [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: 02/28/2024] [Accepted: 04/07/2024] [Indexed: 07/20/2024] Open
Abstract
We systematically reviewed the literature on the effects of the coronavirus disease 2019 (COVID-19) pandemic on the progression, prevalence, and incidence of myopia. A comprehensive literature search was performed on PubMed, Cochrane Central Register of Controlled Trials, and Scopus databases. Studies included in the review assessed myopia progression, prevalence, and/or incidence as the primary outcome. Of 523 articles yielded in the initial search, 23 studies (6 cross-sectional and 17 cohort) were eligible for inclusion. Sixteen of these were conducted in China and one each in Hong Kong, Turkey, Spain, Israel, India, Korea, and Tibet. Quality appraisals were conducted with the Joanna Briggs Institute Critical Appraisal Checklists. Of the included studies, a large majority reported a greater myopic shift and increase in myopia prevalence during the COVID-19 pandemic compared to the pre-COVID-19 years. All three studies on myopia incidence showed increased incidence during the COVID-19 pandemic. Myopia progression accelerated during the COVID-19 pandemic, even in individuals using low-concentration atropine eye drops in two studies but not in those using orthokeratology treatment in one study. Overall, the studies found that the COVID-19 pandemic and its associated home confinement measures generally increased myopia progression, prevalence, and incidence, even in individuals using low-concentration atropine eye drops.
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Affiliation(s)
| | - Krystal S. Chen
- International Eye Cataract Retina Centre, Mount Elizabeth Medical Centre and Farrer Park Medical Centre, Singapore
| | - Benjamin H. K. Teo
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Samantha S. Y. Lee
- Centre for Ophthalmology and Visual Science (Incorporating the Lions Eye Institute), University of Western Australia, Perth, Western Australia
| | - Kah-Guan Au Eong
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
- International Eye Cataract Retina Centre, Mount Elizabeth Medical Centre and Farrer Park Medical Centre, Singapore
- Department of Ophthalmology and Visual Sciences, Khoo Teck Puat Hospital, Singapore
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Rodriguez NM, Acevedo A, Torres VP, Romero AF. Refractive Error Changes Due to COVID-19 Pandemic Confinement in Children from Puerto Rico: A Retrospective Study. Optom Vis Sci 2023; 100:638-644. [PMID: 37585748 DOI: 10.1097/opx.0000000000002055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/18/2023] Open
Abstract
SIGNIFICANCE The progression of myopia increased in children after the pandemic confinement. A myopic shift in the refractive error of the Hispanic population was found regardless of the refractive status of the school-aged children studied. PURPOSE This study aimed to evaluate the refractive error in Puerto Rican children before and after the COVID-19 pandemic. We were interested in whether there was a significant change in refractive error attributed to online learning during the pandemic lockdown. METHODS A retrospective record review of children aged 7 to 18 years who underwent a comprehensive visual evaluation between 2018 and 2021 at the Inter American Eye Institute in Puerto Rico was performed. The spherical equivalent pre- and post-lockdown was compared. The study excluded the best-corrected visual acuities worse than 20/40, any corneal or retinal disease, and amblyopia. RESULTS In total, 801 records were included in this study. The mean age was 12.7 ± 3.2 years, with 50.3% male and 49.7% female children. The mean spherical equivalent for the right and left eyes was similar ( r = 0.93, P ≤ .001). A significant difference in the mean spherical equivalent was found pre- and post- lockdown (0.22 ± 0.59 D, t800 = 10.44, P ≤ .001). A myopic shift post-lockdown was significant for all ages except those in the 7- (0.13 ± 0.79 D, t28 = 0.84, P = .40) and 8-year-old range (0.12 ± 0.65 D, t40 = 1.22, P = .23), respectively. No significant change was found between sexes before (0.16 ± 0.12 D; t799 = 1.38, P = .16) and after (0.15 ± 0.13 D; t799 = 1.19, P = .23) confinement. CONCLUSIONS The current study revealed a significant myopic shift in Hispanic school-aged children as a result of the pandemic confinement.
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Affiliation(s)
| | - Ariette Acevedo
- Inter American University of Puerto Rico School of Optometry, Bayamon, Puerto Rico
| | | | - Angel F Romero
- Inter American University of Puerto Rico School of Optometry, Bayamon, Puerto Rico
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Shah R, Edgar DF, Evans BJW. Worsening vision at age 4-5 in England post-COVID: Evidence from a large database of vision screening data. Ophthalmic Physiol Opt 2023; 43:454-465. [PMID: 36866712 DOI: 10.1111/opo.13112] [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: 09/28/2022] [Revised: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 03/04/2023]
Abstract
PURPOSE Myopia prevalence has increased in the UK at age 10-16y, but little is known about younger children. We hypothesise that if the 'myopia epidemic' is affecting young children, then there will be increasing rates of bilateral reduced unaided vision (V) at vision screenings of children 4-5 years of age. METHODS Retrospective anonymised data from computerised vision screening at age 4-5 years were analysed from serial cross-sectional data. Refractive error is not assessed in UK vision screening, so vision was investigated. Data were only included from schools that screened every year from 2015/16 to 2021/22. The criterion used was unaided monocular logMAR (automated letter-by-letter scoring) vision >0.20 in both the right and left eyes, so as to maximise the chances of detecting bilateral, moderate myopia rather than amblyopia. RESULTS Anonymised raw data were obtained for 359,634 screening episodes from 2075 schools. Once schools were excluded where data were not available for every year and data were cleaned, the final database comprised 110,076 episodes. The proportion (percentage and 95% CI) failing the criterion from 2015/16 to 2021/22 were 7.6 (7.2-8.0), 8.5 (8.1-8.9), 7.5 (7.1-7.9), 7.8 (7.4-8.2), 8.7 (8.1-9.2), 8.5 (7.9-9.0) and 9.3 (8.8-9.7), respectively. The slope of the regression line showed a trend for increasing rates of reduced bilateral unaided vision, consistent with increasing frequency of myopia (p = 0.06). A decreasing linear trendline was noted for children 'Under Professional Care'. CONCLUSIONS For children 4-5 years of age, there were signs of reduced vision over the last 7 years in England. Consideration of the most likely causes support the hypothesis of increasing myopia. The increase in screening failures highlights the importance of eye care in this young population.
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Affiliation(s)
- Rakhee Shah
- Institute of Optometry, London, UK.,Centre for Applied Vision Research, City, University of London, London, UK
| | - David F Edgar
- Institute of Optometry, London, UK.,Centre for Applied Vision Research, City, University of London, London, UK
| | - Bruce J W Evans
- Institute of Optometry, London, UK.,Centre for Applied Vision Research, City, University of London, London, UK
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Using the C-Read as a Portable Device to Evaluate Reading Ability in Young Chinese Adults: An Observational Study. J Pers Med 2023; 13:jpm13030463. [PMID: 36983645 PMCID: PMC10056310 DOI: 10.3390/jpm13030463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 02/22/2023] [Accepted: 02/27/2023] [Indexed: 03/06/2023] Open
Abstract
We evaluated the reading characteristics of normal-sighted young adults using C-Read to provide baseline healthy population values. We also investigated the relationship between the National Eye Institute’s Visual Functioning Questionnaire (VFQ-25) score and reading ability, myopia, and hours of screen use, focusing on the extent to which these factors affect participants’ visual function and, ultimately, their vision-related quality of life (QoL). Overall, 207 young, healthy participants (414 eyes) aged 18–35 years were tested for reading speed using C-Read connected to a smartphone-based application between December 2022 and January 2023. Each participant received a VFQ-25 questionnaire to evaluate vision-related QoL. Data on daily e-screen usage hours were collected. Among the participants, 91 (44.0%) were women; their mean (SD) age was 22.45 (4.01) years. The mean (SD) reading acuity (RA) was 0.242 (0.124), 0.249 (0.120), and 0.193 (0.104) logarithmic minimum angle of resolution (logMAR) for the right, left, and both eyes, respectively. The mean (SD) maximum reading speed (MRS) was 171.65 (46.27), 168.59 (45.68), and 185.16 (44.93) words per minute (wpm) with the right, left, and both eyes, respectively. The mean (SD) critical print size (CPS) was 0.412 (0.647), 0.371 (0.229), and 0.419 (1.05) logMAR per the right, left, and both eyes, respectively. The RA and CPS were significantly different between sexes (p = 0.002 and p = 0.001). MRS was significantly different between the education level (p = 0.005) and myopia level groups (p = 0.010); however, it was not clear whether this difference was confounded by age. The myopic power in diopters significantly affected RA (coefficient, −0.012; 95% CI, −0.018 to −0.006; p = 0.001); screen time significantly affected MRS (coefficient, 0.019; 95% CI, 0.57 to 6.33; p = 0.019). RA (coefficient, −21.41; 95% CI, −33.74 to −9.08; p = 0.001) and duration of screen use (coefficient, -0.86; 95% CI, −1.29 to −0.43; p < 0.001) independently had a significantly negative correlation with VFQ-25 scores. Our findings provide a baseline value for C-Read in normal-sighted young adults. Refractive status significantly affected RA, while screen time significantly affected MRS. Interventions aimed at enhancing RA may have the potential to maximize vision-related QoL and enable older adults with impaired vision to achieve greater outcomes. Future, larger-scale, C-Read experiments will help provide newer, more optimal methods for the early diagnosis of visual impairment.
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Mu J, Zeng D, Fan J, Liu M, Jiang M, Shuai X, Wang J, Zhang S. Epidemiological Characteristics and Influencing Factors of Myopia Among Primary School Students in Southern China: A Longitudinal Study. Int J Public Health 2023; 68:1605424. [PMID: 36865998 PMCID: PMC9971006 DOI: 10.3389/ijph.2023.1605424] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 02/06/2023] [Indexed: 02/16/2023] Open
Abstract
Objectives: To study the epidemiological characteristics and influencing factors of myopia to provide a scientific basis for the prevention and control of myopia. Methods: 7,597 students studying in grades 1-3 were followed up. Eye examinations and questionnaire surveys were conducted annually from 2019 to 2021. The influencing factors of myopia were analyzed by logistic regression model. Results: The prevalence of myopia among students in grades 1-3 in 2019 was 23.4%, which increased to 41.9% and 51.9% after the 1-and 2-year follow-up, respectively. The incidence of myopia and change in the spherical equivalent refraction (SER) were higher in 2020 than in 2021. The 2-year cumulative incidences of myopia were 2.5%, 10.1%, 15.5%, 36.3%, and 54.1% in students with a baseline SER >+1.50D, +1.00D to +1.50D, +0.50D to +1.00D, 0.00D to +0.50D, and -0.50D to 0.00D, respectively. Outdoor activities, sex, age, baseline SER, parental myopia, sleep time, and digital device exposure were associated with myopia. Conclusion: The prevalence of myopia demonstrated a rapid increase; thus, healthy habits and outdoor activities should be promoted for the prevention and control of myopia.
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Affiliation(s)
- Jingfeng Mu
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Dan Zeng
- Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Jingjie Fan
- Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Meizhou Liu
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Mingjie Jiang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Xinyi Shuai
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Jiantao Wang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Shaochong Zhang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China,*Correspondence: Shaochong Zhang,
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Najafzadeh MJ, Zand A, Shafiei M, Sharifi M, Nasiri N, Sharifi A. Myopia Progression during the COVID-19 Era: A Systematic Review and Meta-analysis. Semin Ophthalmol 2023:1-10. [PMID: 36734046 DOI: 10.1080/08820538.2023.2168490] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND To evaluate myopia progression during the novel coronavirus disease 2019 (COVID-19) pandemic and its risk factors. METHODS We searched PubMed, Scopus, and Web of Science to find literature until August 2022 related to COVID-19 pandemic and myopia progression. Outcomes of myopia progression included axial length (AL) and spherical equivalent (SE). Factors of screen time and outdoor activity time were analyzed. RESULTS Thirty-three studies were included in this meta-analysis. Compared to the same period before the COVID-19 pandemic, myopia prevalence increased (OR = 1.11; 95% CI, 1.05-1.18). The outcomes of SE decreased -0.61 diopter (95% CI, -0.98 to -0.23), and AL increased 0.42 mm (95% CI, 0.13-0.7). Mean screen time was increased 6.25 hours/day (95% CI, 4.84-7.66), and outdoor activity time was decreased -1.52 hours/day (95% CI, -3.20 to -0.15). CONCLUSION Establishing care policies is necessary to restrict behavioral changes and their consequences during the pandemic.
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Affiliation(s)
| | - Amin Zand
- Department of Ophthalmology, Shafa Hospital, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohadeseh Shafiei
- Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Meraj Sharifi
- Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Naser Nasiri
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Ali Sharifi
- Department of Ophthalmology, Shafa Hospital, Kerman University of Medical Sciences, Kerman, Iran
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Bikbov MM, Kazakbaeva GM, Fakhretdinova AA, Tuliakova AM, Rakhimova EM, Panda-Jonas S, Gilemzianova LI, Garipova LA, Khakimov DA, Jonas JB. Myopic axial elongation in school children and the COVID-19 lockdown in Russia: The Ural Children Myopia Study. PLoS One 2023; 18:e0279020. [PMID: 36696436 PMCID: PMC9876376 DOI: 10.1371/journal.pone.0279020] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 10/17/2022] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND To explore an influence of the COVID-19-related lockdown on ocular axial elongation in school children in Russia. METHODS The participants of the school-based Ufa Children Myopia Study in Ufa/Russia underwent, at baseline in 2019/2020 before the COVID-19 outbreak and after a COVID-19-related lockdown, a detailed interview and ophthalmological examination including laser interferometric biometry for axial length measurement. RESULTS The study included 461 children (age:10.7±2.1 years;range:6.8-16.9 years). The mean follow-up was 1.41±0.33 years. Mean axial length at baseline was 23.96±0.95mm and 23.94±0.95mm in the right and left eyes, respectively. During the study period, annual axial elongation (right/left eyes) was 0.19±0.17mm/0.19±0.22mm. Before the COVID-19 lockdown, the age-dependent coefficient for axial length (ADCAL) for the right/left eyes was 0.21mm (95%CI:0.17,0.25)/0.20mm (95%CI:0.16,0.24). In children younger than 9.6 years (n = 157), annual axial elongation (right eyes) during the study period was larger than the ADCAL before the COVID-19 outbreak (0.29 mm (95%:0.00,0.66) versus 0.21 mm (95%CI:0.02,0.41)). In the groups aged 9.6 to 11.4 years (n = 148) and aged >11.4 years (n = 156), annual axial elongation during the study period was comparable to the ADCAL before the COVID-19 outbreak (0.18mm (95%CI:-0.07,0.46) versus 0.22mm (95%CI:-0.05,0.48), and (0.09mm (95%CI:-0.15,0.34) versus 0.14mm (95%CI:0.00,0.28), respectively). In children aged ≤9 years at study end, axial length at study end was 0.20 mm larger than axial length at baseline in the participants aged ≤9 years at baseline. Larger axial elongation during the study period was associated (multivariable analysis) with younger age (beta:-0.62;P<0.001), female sex (beta:0.21;P<0.001), longer study period (beta:0.22;P<0.001), and longer axial length at baseline (beta:0.28;P<0.001), and marginally, with less time spent outdoors (beta:-0.07;P = 0.06). CONCLUSIONS The COVID-19-related lockdown in the Russian city of Ufa was associated with a relatively minor increase in axial elongation, detected only in children aged <9.6 years.
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Affiliation(s)
| | | | | | | | | | - Songhomitra Panda-Jonas
- Department of Ophthalmology, University of Heidelberg, Heidelberg, Germany
- Privatpraxis Prof Jonas und Dr Panda-Jonas, Heidelberg, Germany
| | | | | | | | - Jost B. Jonas
- Department of Ophthalmology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Switzerland
- * E-mail: (JBJ); (MMB)
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High Prevalence of Astigmatism in Children after School Suspension during the COVID-19 Pandemic Is Associated with Axial Elongation. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9060919. [PMID: 35740857 PMCID: PMC9245603 DOI: 10.3390/children9060919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 06/08/2022] [Accepted: 06/16/2022] [Indexed: 11/17/2022]
Abstract
During the COVID-19 pandemic, the Hong Kong Government enforced a “school from home” policy between February and September 2020. This cross-sectional epidemiological study was conducted to investigate the prevalence of astigmatism and visual habits after the home confinement period. Vision screenings were conducted at three local government-funded primary schools in Hong Kong from October 2020 to December 2020. A total of 418 ethnically Chinese primary school children completed the eye examination and returned questionnaires concerning demographic information and visual habits. It was found that 46.5% (95% CI, 41.7−61.4%) of the children aged 8 to 11 years had astigmatism ≥ 0.75 D, which was predominately With-The-Rule astigmatism. The prevalence of astigmatism reported in these children is generally higher than that of studies conducted before COVID. Compared to their non-astigmatic peers, astigmatic children had a longer axial length (p < 0.001) and engaged in fewer outdoor activities (p = 0.04). Multiple linear regression analyses also revealed significant relationships between axial length and both cylindrical error and J0 astigmatism. Due to the high astigmatism prevalence, there is a pressing need for further studies on the long-term impact of the pandemic on children’s vision.
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Mu J, Zeng D, Fan J, Liu M, Zhong H, Shuai X, Zhang S. The accuracy of the axial length and axial length/corneal radius ratio for myopia assessment among Chinese children. Front Pediatr 2022; 10:859944. [PMID: 36147807 PMCID: PMC9488664 DOI: 10.3389/fped.2022.859944] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 07/29/2022] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVES The aim of this study was to assess the association between axial length/corneal radius ratio (AL/CR ratio), AL, and refractive status and evaluate the accuracy of AL and AL/CR ratio for myopia assessment among Chinese children. METHODS A diagnostic trial was conducted in Shenzhen Eye Hospital from June 2020 to December 2020. Cycloplegic refraction and demographic characteristic survey were carried out, and AL and CR were measured. The Pearson correlation analysis between AL, AL/CR ratio, and spherical equivalent (SE) was carried out. The sensitivity, specificity, Youden index, positive predictive value, and negative predictive value of the AL/CR ratio and AL for myopia assessment were analyzed using cycloplegic refraction as the gold standard by drawing receiver operating characteristic (ROC) curves. RESULTS A total of 300 children aged 8-18 years participated in this study. The Pearson correlation coefficient between AL and SE was -0.667 (P < 0.05) and -0.754 (P < 0.05) between AL/CR ratio and SE. There were significant differences in SE, AL, and AL/CR ratio among different age groups (p < 0.05). SE decreased by 1.185 diopter (D) for every 1 mm increase in AL and decreased by 0.667 D for every 0.1 increase in the AL/CR ratio. Taking cycloplegic refraction SE ≤ -0.50 D as the gold standard for the diagnosis of myopia, the area under the ROC curve of AL for myopia assessment was 0.836 (95% confidence interval [CI]: 0.767-0.906), with specificity, sensitivity, and Youden index of 0.833, 0.767, and 0.600, respectively. The area under the ROC curve of AL/CR ratio for myopia assessment was 0.937 (95% CI: 0.878-0.996), with specificity, sensitivity, Youden index, positive predictive value, and negative predictive value of 0.703, 0.913, 0.622, 0.956, and 0.771, respectively. The area under the ROC curve of the combination of AL/CR ratio and parental myopia for myopia assessment was 0.976 (95% CI: 0.957-0.996). CONCLUSION The correlation between SE and AL/CR ratio was stronger than that between SE and AL in children. The AL/CR ratio may be an alternative indicator for myopia assessment in children, and the combination of demographic factors and AL/CR ratio can improve the accuracy of myopia assessment.
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Affiliation(s)
- Jingfeng Mu
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Dan Zeng
- Affiliated Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Jingjie Fan
- Affiliated Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Meizhou Liu
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Haoxi Zhong
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Xinyi Shuai
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
| | - Shaochong Zhang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China
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