In-utero epigenetic factors are associated with early-onset myopia in young children

被引:22
作者
Seow, Wei Jie [1 ,2 ,3 ]
Ngo, Cheryl S. [4 ]
Pan, Hong [5 ]
Barath, Veluchamy Amutha [6 ,7 ,8 ]
Tompson, Stuart W. [9 ]
Whisenhunt, Kristina N. [9 ]
Vithana, Eranga [6 ]
Chong, Yap-Seng [10 ]
Juo, Suh-Hang H. [11 ,12 ]
Hysi, Pirro [13 ,14 ]
Young, Terri L. [9 ]
Karnani, Neerja [5 ]
Saw, Seang Mei [1 ,2 ,6 ,7 ]
机构
[1] Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore
[2] Natl Univ Hlth Syst, Singapore, Singapore
[3] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Med, Singapore, Singapore
[4] Natl Univ Hlth Syst, Dept Ophthalmol, Singapore, Singapore
[5] ASTAR, Brenner Ctr Mol Med, SICS, Singapore, Singapore
[6] Singapore Eye Res Inst, Singapore, Singapore
[7] Duke NUS Grad Med Sch, Ophthalmol & Visual Sci Acad Clin Program, Singapore, Singapore
[8] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Ophthalmol, Singapore, Singapore
[9] Univ Wisconsin, Dept Ophthalmol & Visual Sci, Madison, WI USA
[10] Natl Univ Singapore, Dept Obstet & Gynaecol, Singapore, Singapore
[11] China Med Univ, Inst New Drug Dev, Ctr Myopia & Eye Dis, Taichung, Taiwan
[12] China Med Univ Hosp, Taichung, Taiwan
[13] Kings Coll London, Dept Twin Res & Genet Epidemiol, London, England
[14] Johns Hopkins Sch Publ Hlth, Baltimore, MD USA
基金
新加坡国家研究基金会; 美国国家卫生研究院;
关键词
RISK-FACTORS; GENOME; SCHOOLCHILDREN; EXPRESSION; METHYLOME; DISCOVERY; MULTIPLE; ORDER; SCAN;
D O I
10.1371/journal.pone.0214791
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objectives To assess whether epigenetic mechanisms affecting gene expression may be involved in the pathogenesis of early-onset myopia, we performed genome-wide DNA methylation analyses of umbilical cord tissues, and assessed any associations between CpG site-specific methylation and the development of the disorder when the children were 3 years old. Methods Genome-wide DNA methylation profiling of umbilical cord samples from 519 Singaporean infants involved in a prospective birth cohort 'Growing Up in Singapore Towards healthy Outcomes' (GUSTO) was performed using the Illumina Infinium HumanMethylation450K chip microarray. Multivariable logistic regression models were used to assess any associations between site-specific CpG methylation of umbilical cord tissue at birth and myopia risk in 3 year old children, adjusting for potential confounders. Gene expression of genes located near CpG sites that demonstrated statistically significant associations were measured in relevant ocular tissues using human and mouse fetal and adult eye samples. Results We identified statistically significant associations between DNA methylation levels at five CpG sites and early-onset myopia risk after correcting for multiple comparisons using a false discovery rate of 5%. Two statistically significant CpG sites were identified in intergenic regions: 8p23(p = 1.70x10(-7)) and 12q23.2(p = 2.53x10(-7)). The remaining 3 statistically significant CpG sites were identified within the following genes: FGB (4q28, p = 3.60x10(-7)), PQLC1 (18q23, p = 8.9x10(-7)) and KRT12 (17q21.2, p = 1.2x10(-6)). Both PQLC1 and KRT12 were found to be significantly expressed in fetal and adult cornea and sclera tissues in both human and mouse. Conclusions We identified five CpG methylation sites that demonstrate a statistically significant association with increased risk of developing early-onset myopia. These findings suggest that variability in the neonatal cord epigenome may influence early-onset myopia risk in children. Further studies of the epigenetic influences on myopia risk in larger study populations, and the associations with adulthood myopia risk are warranted.
引用
收藏
页数:14
相关论文
共 54 条
[1]   Consistent inverse correlation between DNA methylation of the first intron and gene expression across tissues and species [J].
Anastasiadi, Dafni ;
Esteve-Codina, Anna ;
Piferrer, Francesc .
EPIGENETICS & CHROMATIN, 2018, 11
[2]   Epigenetics and environmental chemicals [J].
Baccarelli, Andrea ;
Bollati, Valentina .
CURRENT OPINION IN PEDIATRICS, 2009, 21 (02) :243-251
[3]   Two models of experimental myopia in the mouse [J].
Barathi, V. A. ;
Boopathi, V. G. ;
Yap, Eric P. H. ;
Beuerman, Roger W. .
VISION RESEARCH, 2008, 48 (07) :904-916
[4]  
Barathi VA, 2009, MOL VIS, V15, P1277
[5]   Muscarinic cholinergic receptor (M2) plays a crucial role in the development of myopia in mice [J].
Barathi, Veluchamy A. ;
Kwan, Jia Lin ;
Tan, Queenie S. W. ;
Weon, Sung Rhan ;
Seet, Li Fong ;
Goh, Liang Kee ;
Vithana, Eranga N. ;
Beuerman, Roger W. .
DISEASE MODELS & MECHANISMS, 2013, 6 (05) :1146-1158
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   In utero arsenic exposure and epigenome-wide associations in placenta, umbilical artery, and human umbilical vein endothelial cells [J].
Cardenas, Andres ;
Houseman, E. Andres ;
Baccarelli, Andrea A. ;
Quamruzzaman, Quazi ;
Rahman, Mahmuder ;
Mostofa, Golam ;
Wright, Robert O. ;
Christiani, David C. ;
Kile, Molly L. .
EPIGENETICS, 2015, 10 (11) :1054-1063
[8]   Myopia-Related Fundus Changes in Singapore Adults With High Myopia [J].
Chang, Lan ;
Pan, Chen-Wei ;
Ohno-Matsui, Kyoko ;
Lin, Xiaoyu ;
Cheung, Gemmy C. M. ;
Gazzard, Gus ;
Koh, Victor ;
Hamzah, Haslina ;
Tai, E. Shyong ;
Lim, Su Chi ;
Mitchell, Paul ;
Young, Terri L. ;
Aung, Tin ;
Wong, Tien-Yin ;
Saw, Seang-Mei .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 2013, 155 (06) :991-999
[9]   Discovery of cross-reactive probes and polymorphic CpGs in the Illumina Infinium HumanMethylation450 microarray [J].
Chen, Yi-an ;
Lemire, Mathieu ;
Choufani, Sanaa ;
Butcher, Darci T. ;
Grafodatskaya, Daria ;
Zanke, Brent W. ;
Gallinger, Steven ;
Hudson, Thomas J. ;
Weksberg, Rosanna .
EPIGENETICS, 2013, 8 (02) :203-209
[10]   Age of onset of myopia predicts risk of high myopia in later childhood in myopic Singapore children [J].
Chua, Sharon Y. L. ;
Sabanayagam, Charumathi ;
Cheung, Yin-Bun ;
Chia, Audrey ;
Valenzuela, Robert K. ;
Tan, Donald ;
Wong, Tien-Yin ;
Cheng, Ching-Yu ;
Saw, Seang-Mei .
OPHTHALMIC AND PHYSIOLOGICAL OPTICS, 2016, 36 (04) :388-394