Hostname: page-component-586b7cd67f-dsjbd Total loading time: 0 Render date: 2024-11-22T07:01:19.577Z Has data issue: false hasContentIssue false

The association between menarche and myopia and its interaction with related risk behaviors among Chinese school-aged girls: a nationwide cross-sectional study

Published online by Cambridge University Press:  17 August 2020

Rongbin Xu
Affiliation:
Institute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, China Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
Catherine Jan
Affiliation:
Institute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, China The George Institute for Global Health, School of Medicine, University of New South Wales, Sydney, Australia
Yi Song*
Affiliation:
Institute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, China Stanford Prevention Research Center, Department of Medicine, Stanford University, Stanford, CA, USA
Yanhui Dong
Affiliation:
Institute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, China
Peijin Hu
Affiliation:
Institute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, China
Jun Ma*
Affiliation:
Institute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, China
Randall S. Stafford
Affiliation:
Stanford Prevention Research Center, Department of Medicine, Stanford University, Stanford, CA, USA
*
Address for correspondence: Jun Ma, Institute of Child and Adolescent Health, School of public health, Peking University, Beijing, China. Email: [email protected]; Yi Song, Institute of Child and Adolescent Health, School of public health, Peking University, Beijing, China. Email: [email protected]
Address for correspondence: Jun Ma, Institute of Child and Adolescent Health, School of public health, Peking University, Beijing, China. Email: [email protected]; Yi Song, Institute of Child and Adolescent Health, School of public health, Peking University, Beijing, China. Email: [email protected]

Abstract

Nearly 80% of new cases of myopia arise between 9 and 13 years old when puberty development also progresses rapidly. However, little is known about the association between myopia and puberty. We aim to evaluate the association between myopia and menarche, the most important puberty indicator for girls, and to test whether menarche could modify the effects of myopia-related behaviors. The participants came from two consecutive national surveys conducted in 30 provinces in mainland China in 2010 and 2014. We included 102,883 girls (61% had experienced menarche) aged 10–15 years. Risk behaviors for myopia which included sleep duration, homework time, and outdoor activity were measured by self-administrated questionnaire. Myopia was defined according to a validated method, and its relationships with menarche status and behaviors were evaluated by robust Poisson regression models based on generalized estimated equation adjusting for cluster effect of school. We found that postmenarche girls were at 13% (95% confidence interval: 11%–16%) higher risk of myopia than premenarche girls, after adjusting for exact age, urban–rural location, survey year, and four behavioral covariates. Short sleep duration (<7 h/d), long homework time (>1 h/d) and low frequency of weekend outdoor activity tended to be stronger (with higher prevalence ratios associated with myopia) risk factors for myopia in postmenarche girls than in premenarche girls, and their interaction with menarche status was all statistically significant (P < 0.05). Overall, our study suggests that menarche onset may be associated with increased risk of myopia among school-aged girls and could also enhance girls’ sensitivity to myopia-related risk behaviors.

Type
Original Article
Copyright
© The Author(s), 2020. Published by Cambridge University Press in association with the International Society for Developmental Origins of Health and Disease

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Morgan, IG, Kyoko, OM, Seang-Mei, S. Myopia. Lancet. 2012; 379(9827): 1739–48.CrossRefGoogle ScholarPubMed
Rudnicka, AR, Kapetanakis, VV, Wathern, AK, et al. Global variations and time trends in the prevalence of childhood myopia, a systematic review and quantitative meta-analysis: implications for aetiology and early prevention. Brit J Ophthalmol. 2016; 100(7): 882–90.CrossRefGoogle ScholarPubMed
Holden, BA, Fricke, TR, Wilson, DA, et al. Global Prevalence of Myopia and High Myopia and Temporal Trends from 2000 through 2050. Ophthalmology. 2016; 123(5): 1036–42.CrossRefGoogle ScholarPubMed
Smith, TS, Frick, KD, Holden, BA, et al. Potential lost productivity resulting from the global burden of uncorrected refractive error. Bull World Health Organ. 2009; 87(6): 431–7.CrossRefGoogle ScholarPubMed
Fricke, TR, Holden, BA, Wilson, DA, et al. Global cost of correcting vision impairment from uncorrected refractive error. Bull World Health Organ. 2012; 90(10): 728.CrossRefGoogle ScholarPubMed
Sun, HP, Li, A, Xu, Y, Pan, CW. Secular trends of reduced visual acuity from 1985 to 2010 and disease burden projection for 2020 and 2030 among primary and secondary school students in China. JAMA Ophthalmol. 2014; 133(3): 262–8.CrossRefGoogle Scholar
Saw, SM, Gazzard, G, Shih Yen, EC, Chua, WH. Myopia and associated pathological complications. Ophthalmic Physiol Opt. 2005; 25(5): 381.CrossRefGoogle ScholarPubMed
Lougheed, T. Myopia: the evidence for environmental factors. Environ Health Perspect. 2014; 122(1): A129.CrossRefGoogle ScholarPubMed
Kleinstein, RN, Sinnott, LT, Jones-Jordan, LA, et al. New cases of myopia in children. Arch Ophthalmol.. 2012; 130(10): 1274–9.CrossRefGoogle ScholarPubMed
Yip, VC, Pan, CW, Lin, XY, et al. The relationship between growth spurts and myopia in Singapore children. Invest Ophth Vis Sci. 2012; 53(13): 7961.CrossRefGoogle ScholarPubMed
Huang, CY, Hou, CH, Lin, KK, et al. Relationship of lifestyle and body stature growth with the development of myopia and axial length elongation in Taiwanese elementary school children. Indian J Ophthalmol. 2014; 62(8): 865–9.Google ScholarPubMed
Northstone, K, Guggenheim, JA, Howe, LD, et al. Body stature growth trajectories during childhood and the development of myopia. Ophthalmology. 2013; 120(5): 1064.CrossRefGoogle ScholarPubMed
Gasser, T, Molinari, L, Largo, R. A comparison of pubertal maturity and growth. Ann Hum Biol. 2013; 40(4): 341.CrossRefGoogle Scholar
Karapanou, O, Papadimitriou, A. Determinants of menarche. Reprod Biol Endocrinol. 2010; 8:115.CrossRefGoogle ScholarPubMed
Yermachenko, A, Dvornyk, V. Nongenetic determinants of age at menarche: a systematic review. Biomed Res Int. 2014; 2014: 371583.CrossRefGoogle ScholarPubMed
Walvoord, EC. The timing of puberty: is it changing? Does it matter? J Adolesc Health. 2010; 47(5): 433–9.CrossRefGoogle ScholarPubMed
Remsberg, KE, Demerath, EW, Schubert, CM, et al. Early menarche and the development of cardiovascular disease risk factors in adolescent girls: the Fels longitudinal study. J Clin Endocr Metab. 2005; 90(5): 2718–24.CrossRefGoogle ScholarPubMed
Nirmalan, PK, Katz, J, Robin, AL, et al. Female reproductive factors and eye disease in a rural South Indian population: the Aravind comprehensive eye survey. Invest Ophthalmol Vis Sci. 2004; 45(12): 4273–6.CrossRefGoogle Scholar
Lyu, IJ, Kim, MH, Baek, SY, et al. The association between menarche and myopia: findings from the Korean national health and nutrition examination, 2008-2012. Invest Ophth Vis Sci. 2015; 56(8): 4712–8.CrossRefGoogle ScholarPubMed
He, MG, Xiang, F, Zeng, YF, et al. Effect of time spent outdoors at school on the development of myopia among children in China a randomized clinical trial. JAMA. 2015; 314(11): 1142–8.CrossRefGoogle ScholarPubMed
Ramamurthy, D, Lin, CS, Saw, SM. A review of environmental risk factors for myopia during early life, childhood and adolescence. Clin Exp Optom. 2015; 98(6): 497.Google ScholarPubMed
Jee, D, Morgan, IG, Kim, EC. Inverse relationship between sleep duration and myopia. Acta Ophthalmol. 2015; 94(3): e20410.CrossRefGoogle ScholarPubMed
Jan, C, Xu, R, Luo, D, et al. Association of visual impairment with economic development among Chinese school children. JAMA Pediatr. 2019; 173(7): e190914.CrossRefGoogle Scholar
Dong, Y, Jan, C, Ma, Y, et al. Economic development and the nutritional status of Chinese school-aged children and adolescents from 1995 to 2014: an analysis of five successive national surveys. Lancet Diabetes Endocrinol. 2019; 7(4): 288–99.CrossRefGoogle ScholarPubMed
Song, Y, Ma, J, Wang, HJ, et al. Trends of age at menarche and association with body mass index in Chinese school-aged girls, 1985-2010. J Pediatr. 2014; 165(6): 1172–7.CrossRefGoogle ScholarPubMed
Tong, L, Saw, SM, Tan, D, et al. Sensitivity and specificity of visual acuity screening for refractive errors in school children. Optom Vis Sci. 2002; 79(10): 650–7.CrossRefGoogle ScholarPubMed
Leone, JF, Mitchell, P, Morgan, IG, et al. Use of visual acuity to screen for significant refractive errors in adolescents: is it reliable? Arch Ophthalmol. 2010; 128(7): 894.CrossRefGoogle ScholarPubMed
Santos, CA, Fiaccone, RL, Oliveira, NF, et al. Estimating adjusted prevalence ratio in clustered cross-sectional epidemiological data. BMC Med Res Methodol. 2008; 8: 80.Google ScholarPubMed
Barros, AJ, Hirakata, VN. Alternatives for logistic regression in cross-sectional studies: an empirical comparison of models that directly estimate the prevalence ratio. BMC Med Res Methodol. 2003; 3: 21.CrossRefGoogle ScholarPubMed
Zhou, S, Gao, Y, Li, L. A Comparison between Two-level and GEE Based on robust Poisson regression models in the estimation of relative risk or prevalence ratio. Chin J Health Statistic. 2013; 30(5): 683–6.Google Scholar
Halekoh, U, Jsgaard, SRH, Yan, J. The R package geepack for generalized estimating Equations. J Stat Softw. 2005; 15(2): 111.Google Scholar
Allison, CM, Hyde, JS. Early menarche: confluence of biological and contextual factors. Sex Roles. 2013; 68(1): 5564.CrossRefGoogle Scholar
Chen, ZT, Wang, IJ, Liao, YT, et al. Polymorphisms in steroidogenesis genes, sex steroid levels, and high myopia in the Taiwanese population. Mol Vis. 2011; 17: 2297–310.Google ScholarPubMed
Xie, H, Mao, X, Yang, H, et al. Analysis on the relationship between adolescent myopia and serum sex hormone. Zhonghua Yi Xue Za Zhi. 2014; 94(17): 1294–7.Google ScholarPubMed
Ryan, J, Mantle, T, Costigan, DC. A normal population study of human salivary insulin-like growth factor 1 (IGF 1) concentrations from birth through puberty. J Clin Endocrinol Metab. 1992; 74(4): 774–8.CrossRefGoogle ScholarPubMed
Juul, A. Serum levels of insulin-like growth factor I and its binding proteins in health and disease. Growth Horm Igf Res. 2003; 13(4): 113–70.CrossRefGoogle ScholarPubMed
Jeffery, AN, Metcalf, BS, Hosking, J, et al. Age before stage: insulin resistance rises before the onset of puberty: a 9-year longitudinal study (EarlyBird 26). Diabetes Care. 2012; 35(3): 536–41.CrossRefGoogle Scholar
Wolfe, A, Divall, S, Wu, S. The regulation of reproductive neuroendocrine function by insulin and insulin-like growth factor-1 (IGF-1). Front Neuroendocrinol. 2014; 35(4): 558–72.CrossRefGoogle Scholar
Galvis, V, Lópezjaramillo, P, Tello, A, et al. Is myopia another clinical manifestation of insulin resistance? Med Hypotheses. 2016; 90: 3240.CrossRefGoogle ScholarPubMed
Penha, AM, Schaeffel, F, Feldkaemper, M. Insulin, insulin-like growth factor-1, insulin receptor, and insulin-like growth factor-1 receptor expression in the chick eye and their regulation with imposed myopic or hyperopic defocus. Mol Vis. 2011; 17: 1436–48.Google ScholarPubMed
Feldkaemper, MP, Neacsu, I, Schaeffel, F. Insulin acts as a powerful stimulator of axial myopia in chicks. Invest Ophthalmol Vis Sci. 2009; 50(1): 1323.CrossRefGoogle ScholarPubMed
Metlapally, R, Ki, CS, Li, YJ, et al. Genetic association of insulin-like growth factor-1 polymorphisms with high-grade myopia in an international family cohort. Invest Ophthalmol Vis Sci. 2010; 51(9): 4476–9.CrossRefGoogle Scholar
Dvornyk, V, Waqar-ul-Haq. Genetics of age at menarche: a systematic review. Hum Reprod Update. 2012; 18(2): 198210.CrossRefGoogle ScholarPubMed
Rose, KA, Morgan, IG, Ip, J, et al. Outdoor activity reduces the prevalence of myopia in children. Ophthalmology. 2008; 115(8): 1279–85.CrossRefGoogle ScholarPubMed
Dirani, M, Tong, L, Gazzard, G, et al. Outdoor activity and myopia in Singapore teenage children. Br J Ophthalmol. 2009; 93(8): 9971000.CrossRefGoogle ScholarPubMed
Sherwin, JC, Reacher, MH, Keogh, RH, et al. The association between time spent outdoors and myopia in children and adolescents: a systematic review and meta-analysis. Ophthalmology. 2012; 119(10): 2141–51.CrossRefGoogle ScholarPubMed
Feldkaemper, M, Schaeffel, F. An updated view on the role of dopamine in myopia. Exp Eye Res. 2013; 114(9): 106–19.CrossRefGoogle ScholarPubMed
Zielonka, M, Makhseed, N, Blau, N, et al. Dopamine-responsive growth-hormone deficiency and central hypothyroidism in sepiapterin reductase deficiency. JIMD Rep. 2015; 24: 109–13.CrossRefGoogle ScholarPubMed
Schmid, SM, Hallschmid, M, Schultes, B. The metabolic burden of sleep loss. Lancet Diabetes Endocrinol. 2015; 3(1): 5262.CrossRefGoogle ScholarPubMed
Lin, LL, Shih, YF, Hsiao, CK, Chen, CJ. Prevalence of myopia in Taiwanese schoolchildren: 1983 to 2000. Ann Acad Med Singapore. 2004; 33(1): 27.Google ScholarPubMed
Supplementary material: File

Xu et al. supplementary material

Xu et al. supplementary material

Download Xu et al. supplementary material(File)
File 34.6 KB