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Key Factors in Early Diagnosis of Myopia Progression within Ocular Biometric Parameters by Scheimpflug Technology. Life (Basel) 2023; 13:life13020447. [PMID: 36836804 PMCID: PMC9960747 DOI: 10.3390/life13020447] [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: 01/04/2023] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 02/08/2023] Open
Abstract
The aim of this study was to evaluate the relationship between myopia and ocular biometric variables using the Pentacam AXL® single rotation Scheimpflug camera. This prospective, cross-sectional, single-center study was performed in fifty Caucasian patients aged between 18 and 30 years (24.84 ± 3.04 years). The measured variables included maximum and minimum keratometry (K1 and K2, respectively), anterior chamber depth (ACD), corneal horizontal diameter or white to white (WTW), central corneal thickness (CCT), corneal asphericity (Q), and axial length (AXL). The tomographic and biometric measurements were considered optimal when the quality factor was greater than 95% according to the manufacturer's software instructions. The AXL presented a significant correlation with the spherical equivalent without cycloplegia (SE without CP), age at onset of myopia (r = -0.365, p = 0.012), mean keratometry (Km) (r = -0.339, p = 0.016), ACD (r = 0.304, p = 0.032), and WTW (r = 0.406, p = 0.005). The eyes with AXL higher than 25 mm had earlier onset; higher SE without CP, AXL, and Q; and a flatter Km. AXL is the biometric variable with the greatest influence on the final refractive state in the adult myopic eye. Ophthalmologists and optometric management must consider these biometric differences in order to identify the most appropriate correction techniques in each case. The use of the Pentacam AXL in ocular biometric measurement is effective, reproducible, and non-invasive.
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Mcmonnies CW. An examination of the baropathic nature of axial myopia. Clin Exp Optom 2021; 97:116-24. [DOI: 10.1111/cxo.12101] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2013] [Revised: 04/17/2013] [Accepted: 05/05/2013] [Indexed: 11/29/2022] Open
Affiliation(s)
- Charles W Mcmonnies
- School of Optometry and Vision Science, University of New South Wales, Kensington, New South Wales, Australia,
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Icel E, Ucak T, Karakurt Y, Yilmaz H, Tasli NG, Turk A. The Relation of Neutrophil to Lymphocyte Ratio and Platelet to Lymphocyte Ratio with High Axial Myopia. Ocul Immunol Inflamm 2019; 28:396-401. [PMID: 30994377 DOI: 10.1080/09273948.2019.1588334] [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] [Indexed: 12/22/2022]
Abstract
Purpose: To investigate the relation between high axial myopia and neutrophil to lymphocyte ratio (NLR) and platelet to lymphocyte ratio (PLR) values.Methods: Seventy-nine cases were enrolled, 50 myopic and 29 emmetropic. All participants were assigned into three groups: Group I (high myopia with no retinal involvement), Group II (high myopia with retinal involvement) and Group III (control). NLR and PLR values calculated from blood tests were compared among the groups.Results: Mean NLR levels were 2.23 ± 0.78 in Group I, 2.36 ± 1.06 in Group II, and 1.57 ± 0.33 in Group III. Mean PLR levels were 114.62 ± 23.21 in Group I, 145.16 ± 52.36 in Group II, and 91.42 ± 18.73 in Group III. NLR and PLR values in the high myopia groups were significantly higher than in the control group.Conclusion: NLR and PLR values in cases with high axial myopia were higher than in the emmetropic group. Higher inflammation in the degenerative myopic group in particular may be related to pathological chorioretinal changes.
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Affiliation(s)
- Erel Icel
- Faculty of Medicine, Department of Ophthalmology, Erzincan Binali Yıldırım University, Erzincan, Turkey
| | - Turgay Ucak
- Faculty of Medicine, Department of Ophthalmology, Erzincan Binali Yıldırım University, Erzincan, Turkey
| | - Yücel Karakurt
- Faculty of Medicine, Department of Ophthalmology, Erzincan Binali Yıldırım University, Erzincan, Turkey
| | - Hayati Yilmaz
- Faculty of Medicine, Department of Ophthalmology, Erzincan Binali Yıldırım University, Erzincan, Turkey
| | - Nurdan Gamze Tasli
- Faculty of Medicine, Department of Ophthalmology, Erzincan Binali Yıldırım University, Erzincan, Turkey
| | - Adem Turk
- Faculty of Medicine, Department of Ophthalmology, Karadeniz Technical University, Trabzon, Turkey
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Zeri F, Pitzalis S, Di Vizio A, Ruffinatto T, Egizi F, Di Russo F, Armstrong R, Naroo SA. Refractive error and vision correction in a general sports-playing population. Clin Exp Optom 2017; 101:225-236. [PMID: 29124780 DOI: 10.1111/cxo.12626] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2017] [Revised: 07/11/2017] [Accepted: 08/04/2017] [Indexed: 11/30/2022] Open
Abstract
PURPOSE To evaluate, in an amateur sports-playing population, the prevalence of refractive error, the type of vision correction used during sport and attitudes toward different kinds of vision correction used in various types of sports. METHOD A questionnaire was used for people engaging in sport and data was collected from sport centres, gyms and universities that focused on the motor sciences. RESULTS One thousand, five hundred and seventy-three questionnaires were collected (mean age 26.5 ± 12.9 years; 63.5 per cent male). Nearly all (93.8 per cent) subjects stated that their vision had been checked at least once. Fifty-three subjects (3.4 per cent) had undergone refractive surgery. Of the remainder who did not have refractive surgery (n = 1,519), 580 (38.2 per cent) reported a defect of vision, 474 (31.2 per cent) were myopic, 63 (4.1 per cent) hyperopic and 241 (15.9 per cent) astigmatic. Logistic regression analysis showed that the best predictors for myopia prevalence were gender (p < 0.001) and location of sport practice (p < 0.001). Sports that present higher prevalence of outdoor activity have lower prevalence of myopia. Contact lens penetration over the study sample was 18.7 per cent. Contact lenses were the favourite system of correction among people interviewed compared to spectacles and refractive surgery (p < 0.001). CONCLUSIONS This study showed that sport was not associated with different levels of myopia prevalence in the adult population. However, subjects engaging in outdoor sports had lower rates of myopia prevalence. Penetration of contact lens use in sport was four times higher than the overall adult population. Contact lenses were the preferred system of correction in sports compared to spectacles or refractive surgery, but this preference was affected by the type of sport practised and by the age and level of sports activity for which the preference was required.
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Affiliation(s)
- Fabrizio Zeri
- School of Life and Health Sciences, Aston University, Birmingham, UK
| | - Sabrina Pitzalis
- Department of Movement, Human and Health Sciences, University of Rome 'Foro Italico', Rome, Italy.,Santa Lucia Foundation IRCCS, Rome, Italy
| | | | | | - Fabrizio Egizi
- Department of Movement, Human and Health Sciences, University of Rome 'Foro Italico', Rome, Italy
| | - Francesco Di Russo
- Department of Movement, Human and Health Sciences, University of Rome 'Foro Italico', Rome, Italy.,Santa Lucia Foundation IRCCS, Rome, Italy
| | - Richard Armstrong
- School of Life and Health Sciences, Aston University, Birmingham, UK
| | - Shehzad A Naroo
- School of Life and Health Sciences, Aston University, Birmingham, UK
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Maiello G, Kerber KL, Thorn F, Bex PJ, Vera-Diaz FA. Vergence driven accommodation with simulated disparity in myopia and emmetropia. Exp Eye Res 2017; 166:96-105. [PMID: 29051012 DOI: 10.1016/j.exer.2017.10.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Revised: 08/25/2017] [Accepted: 10/08/2017] [Indexed: 11/24/2022]
Abstract
The formation of focused and corresponding foveal images requires a close synergy between the accommodation and vergence systems. This linkage is usually decoupled in virtual reality systems and may be dysfunctional in people who are at risk of developing myopia. We study how refractive error affects vergence-accommodation interactions in stereoscopic displays. Vergence and accommodative responses were measured in 21 young healthy adults (n=9 myopes, 22-31 years) while subjects viewed naturalistic stimuli on a 3D display. In Step 1, vergence was driven behind the monitor using a blurred, non-accommodative, uncrossed disparity target. In Step 2, vergence and accommodation were driven back to the monitor plane using naturalistic images that contained structured depth and focus information from size, blur and/or disparity. In Step 1, both refractive groups converged towards the stereoscopic target depth plane, but the vergence-driven accommodative change was smaller in emmetropes than in myopes (F1,19=5.13, p=0.036). In Step 2, there was little effect of peripheral depth cues on accommodation or vergence in either refractive group. However, vergence responses were significantly slower (F1,19=4.55, p=0.046) and accommodation variability was higher (F1,19=12.9, p=0.0019) in myopes. Vergence and accommodation responses are disrupted in virtual reality displays in both refractive groups. Accommodation responses are less stable in myopes, perhaps due to a lower sensitivity to dioptric blur. Such inaccuracies of accommodation may cause long-term blur on the retina, which has been associated with a failure of emmetropization.
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Affiliation(s)
- Guido Maiello
- UCL Institute of Ophthalmology, University College London, London, UK; Northeastern University, 360 Huntington Avenue, Boston, MA 02115, USA.
| | - Kristen L Kerber
- New England College of Optometry, 424 Beacon Street, Boston, MA 02115, USA
| | - Frank Thorn
- New England College of Optometry, 424 Beacon Street, Boston, MA 02115, USA
| | - Peter J Bex
- Northeastern University, 360 Huntington Avenue, Boston, MA 02115, USA
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Kawasaki Disease Increases the Incidence of Myopia. BIOMED RESEARCH INTERNATIONAL 2017; 2017:2657913. [PMID: 28828383 PMCID: PMC5554556 DOI: 10.1155/2017/2657913] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 04/30/2017] [Accepted: 06/11/2017] [Indexed: 12/29/2022]
Abstract
The prevalence of myopia has rapidly increased in recent decades and has led to a considerable global public health concern. In this study, we elucidate the relationship between Kawasaki disease (KD) and the incidence of myopia. We used Taiwan's National Health Insurance Research Database to conduct a population-based cohort study. We identified patients diagnosed with KD and individuals without KD who were selected by frequency matched based on sex, age, and the index year. The Cox proportional hazards regression model was used to estimate the hazard ratio and 95% confidence intervals for the comparison of the 2 cohorts. The log-rank test was used to test the incidence of myopia in the 2 cohorts. A total of 532 patients were included in the KD cohort and 2128 in the non-KD cohort. The risk of myopia (hazard ratio, 1.31; 95% confidence interval, 1.08-1.58; P < 0.01) was higher among patients with KD than among those in the non-KD cohort. The Cox proportional hazards regression model showed that irrespective of age, gender, and urbanization, Kawasaki disease was an independent risk factor for myopia. Patients with Kawasaki disease exhibited a substantially higher risk for developing myopia.
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Pope JM, Verkicharla PK, Sepehrband F, Suheimat M, Schmid KL, Atchison DA. Three-dimensional MRI study of the relationship between eye dimensions, retinal shape and myopia. BIOMEDICAL OPTICS EXPRESS 2017; 8:2386-2395. [PMID: 28663880 PMCID: PMC5480487 DOI: 10.1364/boe.8.002386] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Revised: 03/19/2017] [Accepted: 03/22/2017] [Indexed: 05/22/2023]
Abstract
We investigated changes in eye dimensions and retinal shape with degree of myopia, gender and race. There were 58 young adult emmetropes and myopes (range -1.25D to -8.25D), with 30 East-Asians (21 female/9 male), 23 Caucasians (16/7) and 5 South-Asians (1/4). Three-dimensional magnetic resonance imaging was undertaken with a 3.0 Tesla whole-body clinical MRI system using a 4.0 cm receive-only surface coil positioned over the eye. Automated methods determined eye length, width and height, and curve fitting procedures determined asymmetric and symmetric ellipsoid shapes to 75%, 55% and 35% of the retina. With myopia increase, eye dimensions increased in all directions such that increase in length was considerably greater than increases in width and height. Emmetropic retinas were oblate (steepening away from the vertex) but oblateness decreased with the increase in myopia, so that retinas were approximately spherical at 7 to 8D myopia. Asymmetry of eyes about the best fit visual axis was generally small, with small differences between the vertex radii of curvature and between asphericities in the axial and sagittal planes. Females had smaller eyes than males, with overall dimensions being about 0.5mm less for the former. Race appeared not to have a systematic effect.
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Affiliation(s)
- James M. Pope
- School of Chemistry, Physics and Mechanical Engineering, Queensland University of Technology, Brisbane, Australia
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, 4059 Australia
| | - Pavan K. Verkicharla
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, 4059 Australia
- School of Optometry and Vision Science, Queensland University of Technology, Brisbane, 4059 Australia
- Brien Holden Institute of Optometry and Vision Sciences, L V Prasad Eye Institute, Hyderabad 500034, India
| | - Farshid Sepehrband
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, 4059 Australia
- School of Optometry and Vision Science, Queensland University of Technology, Brisbane, 4059 Australia
| | - Marwan Suheimat
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, 4059 Australia
- School of Optometry and Vision Science, Queensland University of Technology, Brisbane, 4059 Australia
| | - Katrina L. Schmid
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, 4059 Australia
- School of Optometry and Vision Science, Queensland University of Technology, Brisbane, 4059 Australia
| | - David A. Atchison
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, 4059 Australia
- School of Optometry and Vision Science, Queensland University of Technology, Brisbane, 4059 Australia
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Hua WJ, Jin JX, Wu XY, Yang JW, Jiang X, Gao GP, Tao FB. Elevated light levels in schools have a protective effect on myopia. Ophthalmic Physiol Opt 2016; 35:252-62. [PMID: 25913873 DOI: 10.1111/opo.12207] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 03/02/2015] [Indexed: 02/05/2023]
Abstract
PURPOSE To determine whether elevated light levels in classrooms in rural areas can protect school-age children from myopia onset or myopia progression. METHODS A total of 317 subjects from 1713 eligible students aged six to 14 in four schools located in northeast China participated in the study. Students received a comprehensive eye examination including cycloplegic refraction and ocular biometry, which included axial length (AL), anterior chamber depth (ACD), and corneal curvature (CC) measurement, and completed a questionnaire. The intervention arm included 178 students in two schools with rebuilt elevated lighting systems and the control arm included 139 students in which lighting systems were unchanged. Results for the two arms were compared with a Wilcoxon rank sum test, a chi-squared test or a t-test, as appropriate. Factors that might help explain any differences were explored with multivariate linear regression analysis. RESULTS The median average illuminance of blackboards and desks and uniformity of desk lighting were significantly improved, however, the uniformity of blackboard lighting declined after intervention. At baseline, the mean refraction, AL, CC, ACD and myopia prevalence between the two arms were not significantly different. After 1 year, compared with the control arm the intervention arm had a lower incidence of new myopia onset (4% vs 10%; p = 0.029), a smaller decrease in refractive error among no myopic subjects (-0.25 dioptre [D] vs -0.47 D; p = 0.001), and shorter axial growth for both non-myopic (0.13 vs 0.18 mm; p = 0.023) and myopic subjects (0.20 vs 0.27 mm; p = 0.0001). Multivariate linear regression analysis showed the intervention program, lower hyperopic baseline refraction, lower father's education level, longer time sleeping and less time in screen-viewing activities were associated with less refractive shift in the direction of myopia in non-myopic children. For myopic subjects, myopia progression was significantly associated with family income only. The intervention program and older age had a protective effect on axial growth for both myopic and non-myopic subjects. The father's education level and sleep duration were significantly associated with axial growth in non-myopic children. CONCLUSIONS Elevated light levels in classrooms have a significant effect on myopia onset, decreases in refraction, and axial growth; if the findings of lighting intervention are reproduced in future studies, the ambient light levels in schools should be improved.
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Affiliation(s)
- Wen-Juan Hua
- School of Public Health, Anhui Medical University, Hefei, China
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Affiliation(s)
- W Neil Charman
- Faculty of Life Sciences, University of Manchester, Manchester, UK
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Foster PJ, Jiang Y. Epidemiology of myopia. Eye (Lond) 2014; 28:202-8. [PMID: 24406412 DOI: 10.1038/eye.2013.280] [Citation(s) in RCA: 246] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Accepted: 11/21/2013] [Indexed: 11/09/2022] Open
Abstract
Myopia is one of the most prevalent disorders of the eye. Higher myopia is associated with comorbidities that increase risks of severe and irreversible loss of vision, such as retinal detachment, subretinal neovascularization, dense cataract, and glaucoma. In recent years, reports from population-based prevalence studies carried out in various geographical areas now give a clear picture of the current distribution of refractive error. The scarcity of data from well-designed longitudinal cohort studies is still yet to be addressed. These studies have confirmed the previous data indicating that prevalence of refractive error varies according to ethnicity and geographic regions, and also point to an increase in myopia prevalence over the past half-century. The problem is particularly pronounced in affluent, industrialised areas of East Asia. Environmental risk factors for myopia related to socioeconomic status and lifestyle have been identified. The past decade has seen a greater understanding of the molecular biological mechanisms that determine refractive error, giving further support to the belief that myopia is the result of a complex interaction between genetic predisposition and environmental exposures. This review summarizes data on the prevalence, incidence, progression, associations, risk factors, and impact from recent epidemiological studies on myopia.
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Affiliation(s)
- P J Foster
- 1] Division of Genetics & Epidemiology, UCL Institute of Ophthalmology, London, UK [2] NIHR Biomedical Research Centre, Moorfields Eye Hospital, London, UK
| | - Y Jiang
- Division of Genetics & Epidemiology, UCL Institute of Ophthalmology, London, UK
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Chen SJ, Lu P, Zhang WF, Lu JH. High myopia as a risk factor in primary open angle glaucoma. Int J Ophthalmol 2012; 5:750-3. [PMID: 23275912 DOI: 10.3980/j.issn.2222-3959.2012.06.18] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2012] [Accepted: 11/25/2012] [Indexed: 12/20/2022] Open
Abstract
Glaucoma, one of the leading causes of irreversible blindness in the adult population worldwide, is a progressive optic neuropathy. Primary open angle glaucoma (POAG) is the most commonly reported type of glaucoma in population based prevalence studies worldwide. Elevated intraocular pressure is a well-known major risk factor for POAG. In addition, there is growing evidence that other risk factors like age, gender, race, refractive error, heredity and systemic factors may play a role in glaucoma pathogenesis. Many studies found that high myopia has been associated with POAG, however, direct and convincing evidences are still lacking. The aim of this review is to summarize the evidences implicating high myopia as a risk factor in the pathogenesis of POAG.
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Affiliation(s)
- Sheng-Ju Chen
- Department of Ophthalmology, the Second Hospital of Lanzhou University, Lanzhou 730030, Gansu Province, China
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Current world literature. Curr Opin Ophthalmol 2012; 23:330-5. [PMID: 22673820 DOI: 10.1097/icu.0b013e32835584e4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Verkicharla PK, Mathur A, Mallen EA, Pope JM, Atchison DA. Eye shape and retinal shape, and their relation to peripheral refraction. Ophthalmic Physiol Opt 2012; 32:184-99. [PMID: 22486366 DOI: 10.1111/j.1475-1313.2012.00906.x] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
PURPOSE We provide an account of the relationships between eye shape, retinal shape and peripheral refraction. RECENT FINDINGS We discuss how eye and retinal shapes may be described as conicoids, and we describe an axis and section reference system for determining shapes. Explanations are given of how patterns of retinal expansion during the development of myopia may contribute to changing patterns of peripheral refraction, and how pre-existing retinal shape might contribute to the development of myopia. Direct and indirect techniques for determining eye and retinal shape are described, and results are discussed. There is reasonable consistency in the literature of eye length increasing at a greater rate than height and width as the degree of myopia increases, so that eyes may be described as changing from oblate/spherical shapes to prolate shapes. However, one study indicates that the retina itself, while showing the same trend, remains oblate in shape for most eyes (discounting high myopia). Eye shape and retinal shape are not the same and merely describing an eye shape as being prolate or oblate is insufficient without some understanding of the parameters contributing to this; in myopia a prolate eye shape is likely to involve both a steepening retina near the posterior pole combined with a flattening (or a reduction in steepening compared with an emmetrope) away from the pole. SUMMARY In the recent literature, eye and/or retinal shape have often been inferred from peripheral refraction, and, to a lesser extent, vice versa. Because both the eye's optics and the retinal shape contribute to the peripheral refraction, and there is large variation in the latter, this inference should be made cautiously. Recently retinal shape has been measured independent of optical methods using magnetic resonance imaging. For further work on retinal shape, determining the validity of cheaper alternatives to magnetic resonance techniques is required.
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Affiliation(s)
- Pavan K Verkicharla
- School of Optometry and Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
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Abstract
BACKGROUND Myopia, the most common type of refractive error, is a complex trait including both genetic and environmental factors. Numerous studies have tried to elucidate the aetiology of myopia. However, the exact aetiology of myopia is still unclear. PURPOSE To summarize the worldwide patterns and trends for the prevalence of myopia and to evaluate the risk factors for myopia in population-based studies. RECENT FINDINGS The prevalences of myopia vary across populations of different regions and ethnicities. In population-based studies on children, the prevalence of myopia has been reported to be higher in urban areas and Chinese ethnicity. The regional and racial difference is not so obvious in adult populations aged over 40 years. More time spent on near work, less time outdoors, higher educational level and parental history of myopia have been reported to increase the risk of myopia. CONCLUSIONS Environmental factors play a crucial role in myopia development. The effect of gene-environment interaction on the aetiology of myopia is still controversial with inconsistent findings in different studies. A relatively hyperopic periphery can stimulate compensating eye growth in the centre. Longitudinal cohort studies or randomized clinical trials of community-based health behaviour interventions should be conducted to further clarify the aetiology of myopia.
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Affiliation(s)
- Chen-Wei Pan
- Department of Epidemiology and Public Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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