Epigenome-wide change and variation in DNA methylation in childhood: trajectories from birth to late adolescence

被引:91
作者
Mulder, Rosa H. [1 ,2 ,3 ]
Neumann, Alexander [1 ,2 ,4 ]
Cecil, Charlotte A. M. [1 ,5 ,6 ]
Walton, Esther [7 ,8 ]
Houtepen, Lotte C. [7 ]
Simpkin, Andrew J. [7 ,9 ]
Rijlaarsdam, Jolien [1 ,2 ]
Heijmans, Bastiaan T. [10 ]
Gaunt, Tom R. [7 ]
Felix, Janine F. [2 ,11 ]
Jaddoe, Vincent W. V. [2 ,11 ]
Bakermans-Kranenburg, Marian J. [12 ]
Tiemeier, Henning [1 ,13 ]
Relton, Caroline L. [7 ]
van IJzendoorn, Marinus H. [14 ,15 ]
Suderman, Matthew [7 ]
机构
[1] Erasmus MC, Univ Med Ctr Rotterdam, Dept Child & Adolescent Psychiat Psychol, Rotterdam, Netherlands
[2] Erasmus MC, Univ Med Ctr Rotterdam, Generat R Study Grp, Rotterdam, Netherlands
[3] Leiden Univ, Inst Educ & Child Studies, Leiden, Netherlands
[4] Jewish Gen Hosp, Lady Davis Inst Med Res, Montreal, PQ, Canada
[5] Erasmus MC, Univ Med Ctr Rotterdam, Dept Epidemiol, Rotterdam, Netherlands
[6] Kings Coll London, Inst Psychol, Dept Psychol, London, England
[7] Univ Bristol, Bristol Med Sch, MRC Integrat Epidemiol Unit, Populat Hlth Sci, Bristol, Avon, England
[8] Univ Bath, Dept Psychol, Bath, Avon, England
[9] Natl Univ Ireland, Sch Math Stat & Appl Math, Galway, Ireland
[10] Leiden Univ, Dept Biomed Data Sci, Mol Epidemiol, Med Ctr, Leiden, Netherlands
[11] Erasmus MC, Univ Med Ctr Rotterdam, Dept Pediat, Rotterdam, Netherlands
[12] Vrije Univ Amsterdam, Clin Child & Family Studies, Amsterdam, Netherlands
[13] Harvard TH Chan Sch Publ Hlth, Dept Social & Behav Sci, Boston, MA USA
[14] Erasmus Univ, Dept Psychol Educ & Child Studies, Rotterdam, Netherlands
[15] Univ Cambridge, Sch Clin Med, Cambridge, England
基金
英国生物技术与生命科学研究理事会; 英国经济与社会研究理事会; 英国医学研究理事会; 欧洲研究理事会; 欧盟地平线“2020”;
关键词
MAINTAINING CELL IDENTITY; MATERNAL SMOKING; EPIGENETIC SIGNATURES; CIGARETTE-SMOKING; TOBACCO-SMOKE; AGE; ASSOCIATION; IDENTIFICATION; EXPOSURE; PROFILE;
D O I
10.1093/hmg/ddaa280
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
DNA methylation (DNAm) is known to play a pivotal role in childhood health and development, but a comprehensive characterization of genome-wide DNAm trajectories across this age period is currently lacking. We have therefore performed a series of epigenome-wide association studies in 5019 blood samples collected at multiple time-points from birth to late adolescence from 2348 participants of two large independent cohorts. DNAm profiles of autosomal CpG sites (CpGs) were generated using the Illumina Infinium HumanMethylation450 BeadChip. Change over time was widespread, observed at over one-half (53%) of CpGs. In most cases, DNAm was decreasing (36% of CpGs). Inter-individual variation in linear trajectories was similarly widespread (27% of CpGs). Evidence for non-linear change and inter-individual variation in non-linear trajectories was somewhat less common (11 and 8% of CpGs, respectively). Very little inter-individual variation in change was explained by sex differences (0.4% of CpGs) even though sex-specific DNAm was observed at 5% of CpGs. DNAm trajectories were distributed non-randomly across the genome. For example, CpGs with decreasing DNAm were enriched in gene bodies and enhancers and were annotated to genes enriched in immune-developmental functions. In contrast, CpGs with increasing DNAm were enriched in promoter regions and annotated to genes enriched in neurodevelopmental functions. These findings depict a methylome undergoing widespread and often non-linear change throughout childhood. They support a developmental role for DNA methylation that extends beyond birth into late adolescence and has implications for understanding life-long health and disease. DNAm trajectories can be visualized at http://epidelta.mrcieu. ac.uk.
引用
收藏
页码:119 / 134
页数:16
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