Epigenome-Wide Scans Identify Differentially Methylated Regions for Age and Age-Related Phenotypes in a Healthy Ageing Population

被引:456
作者
Bell, Jordana T. [1 ,2 ]
Tsai, Pei-Chien [2 ]
Yang, Tsun-Po [3 ]
Pidsley, Ruth [4 ]
Nisbet, James [3 ]
Glass, Daniel [2 ]
Mangino, Massimo [2 ]
Zhai, Guangju [2 ,5 ]
Zhang, Feng [2 ]
Valdes, Ana [2 ]
Shin, So-Youn [3 ]
Dempster, Emma L. [4 ]
Murray, Robin M. [6 ]
Grundberg, Elin [2 ,3 ]
Hedman, Asa K. [1 ]
Nica, Alexandra [7 ]
Small, Kerrin S. [2 ]
Dermitzakis, Emmanouil T. [7 ]
McCarthy, Mark I. [1 ,8 ,9 ]
Mill, Jonathan [4 ]
Spector, Tim D. [2 ]
Deloukas, Panos [3 ]
机构
[1] Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford, England
[2] Kings Coll London, Dept Twin Res & Genet Epidemiol, London WC2R 2LS, England
[3] Wellcome Trust Sanger Inst, Hinxton, England
[4] Kings Coll London, MRC Social Genet & Dev Psychiat Ctr, Inst Psychiat, London WC2R 2LS, England
[5] Mem Univ Newfoundland, Discipline Genet, Fac Med, St John, NF, Canada
[6] Kings Coll London, Dept Psychosis Studies, Inst Psychiat, London WC2R 2LS, England
[7] Univ Geneva, Dept Genet Med & Dev, Geneva, Switzerland
[8] Univ Oxford, Oxford Ctr Diabet Endocrinol & Metab, Churchill Hosp, Oxford, England
[9] Churchill Hosp, Oxford Natl Inst Hlth Res, Biomed Res Ctr, Oxford OX3 7LJ, England
来源
PLOS GENETICS | 2012年 / 8卷 / 04期
基金
英国惠康基金; 欧洲研究理事会;
关键词
BONE-MINERAL DENSITY; LEAN BODY-MASS; DNA METHYLATION; GALANIN RECEPTORS; MONOZYGOTIC TWINS; TELOMERE LENGTH; GENE-EXPRESSION; HUMAN BRAIN; GENOME; ASSOCIATION;
D O I
10.1371/journal.pgen.1002629
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Age-related changes in DNA methylation have been implicated in cellular senescence and longevity, yet the causes and functional consequences of these variants remain unclear. To elucidate the role of age-related epigenetic changes in healthy ageing and potential longevity, we tested for association between whole-blood DNA methylation patterns in 172 female twins aged 32 to 80 with age and age-related phenotypes. Twin-based DNA methylation levels at 26,690 CpG-sites showed evidence for mean genome-wide heritability of 18%, which was supported by the identification of 1,537 CpG-sites with methylation QTLs in cis at FDR 5%. We performed genome-wide analyses to discover differentially methylated regions (DMRs) for sixteen age-related phenotypes (ap-DMRs) and chronological age (a-DMRs). Epigenome-wide association scans (EWAS) identified age-related phenotype DMRs (ap-DMRs) associated with LDL (STAT5A), lung function (WT1), and maternal longevity (ARL4A, TBX20). In contrast, EWAS for chronological age identified hundreds of predominantly hyper-methylated age DMRs (490 a-DMRs at FDR 5%), of which only one (TBX20) was also associated with an age-related phenotype. Therefore, the majority of age-related changes in DNA methylation are not associated with phenotypic measures of healthy ageing in later life. We replicated a large proportion of a-DMRs in a sample of 44 younger adult MZ twins aged 20 to 61, suggesting that a-DMRs may initiate at an earlier age. We next explored potential genetic and environmental mechanisms underlying a-DMRs and ap-DMRs. Genome-wide overlap across cis-meQTLs, genotype-phenotype associations, and EWAS ap-DMRs identified CpG-sites that had cis-meQTLs with evidence for genotype-phenotype association, where the CpG-site was also an ap-DMR for the same phenotype. Monozygotic twin methylation difference analyses identified one potential environmentally-mediated ap-DMR associated with total cholesterol and LDL (CSMD1). Our results suggest that in a small set of genes DNA methylation may be a candidate mechanism of mediating not only environmental, but also genetic effects on age-related phenotypes.
引用
收藏
页码:189 / 200
页数:12
相关论文
共 54 条
[11]   Epigenetics and aging: the targets and the marks [J].
Fraga, Mario F. ;
Esteller, Manel .
TRENDS IN GENETICS, 2007, 23 (08) :413-418
[12]   Epigenetic differences arise during the lifetime of monozygotic twins [J].
Fraga, MF ;
Ballestar, E ;
Paz, MF ;
Ropero, S ;
Setien, F ;
Ballestart, ML ;
Heine-Suñer, D ;
Cigudosa, JC ;
Urioste, M ;
Benitez, J ;
Boix-Chornet, M ;
Sanchez-Aguilera, A ;
Ling, C ;
Carlsson, E ;
Poulsen, P ;
Vaag, A ;
Stephan, Z ;
Spector, TD ;
Wu, YZ ;
Plass, C ;
Esteller, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (30) :10604-10609
[13]   CPG ISLANDS IN VERTEBRATE GENOMES [J].
GARDINERGARDEN, M ;
FROMMER, M .
JOURNAL OF MOLECULAR BIOLOGY, 1987, 196 (02) :261-282
[14]   Extensive variation and low heritability of DNA methylation identified in a twin study [J].
Gervin, Kristina ;
Hammero, Martin ;
Akselsen, Hanne E. ;
Moe, Rune ;
Nygard, Heidi ;
Brandt, Ingunn ;
Gjessing, Hakon K. ;
Harris, Jennifer R. ;
Undlien, Dag E. ;
Lyle, Robert .
GENOME RESEARCH, 2011, 21 (11) :1813-1821
[15]   Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain [J].
Gibbs, J. Raphael ;
van der Brug, Marcel P. ;
Hernandez, Dena G. ;
Traynor, Bryan J. ;
Nalls, Michael A. ;
Lai, Shiao-Lin ;
Arepalli, Sampath ;
Dillman, Allissa ;
Rafferty, Ian P. ;
Troncoso, Juan ;
Johnson, Robert ;
Zielke, H. Ronald ;
Ferrucci, Luigi ;
Longo, Dan L. ;
Cookson, Mark R. ;
Singleton, Andrew B. .
PLOS GENETICS, 2010, 6 (05) :29
[16]   CD36 Gene Promoter Polymorphisms Are Associated With Low Density Lipoprotein-Cholesterol in Normal Twins and After a Low-Calorie Diet in Obese Subjects [J].
Goyenechea, Estibaliz ;
Collins, Laura J. ;
Parra, Dolores ;
Liu, Gaifen ;
Snieder, Harold ;
Swaminathan, Ramasamyiyer ;
Spector, Tim D. ;
Martinez, J. Alfredo ;
O'Dell, Sandra D. .
TWIN RESEARCH AND HUMAN GENETICS, 2008, 11 (06) :621-628
[17]   Role of the pyrin M694V (A2080G) allele in acute myocardial infarction and longevity: a study in the Sicilian population [J].
Grimaldi, Maria Paola ;
Candore, Giuseppina ;
Vasto, Sonya ;
Caruso, Marco ;
Caimi, Gregorio ;
Hoffmann, Enrico ;
Colonna-Romano, Giuseppina ;
Lio, Domenico ;
Shinar, Yael ;
Franceschi, Claudio ;
Caruso, Calogero .
JOURNAL OF LEUKOCYTE BIOLOGY, 2006, 79 (03) :611-615
[18]   Distinct DNA methylation changes highly correlated with chronological age in the human brain [J].
Hernandez, Dena G. ;
Nalls, Michael A. ;
Gibbs, J. Raphael ;
Arepalli, Sampath ;
van der Brug, Marcel ;
Chong, Sean ;
Moore, Matthew ;
Longo, Dan L. ;
Cookson, Mark R. ;
Traynor, Bryan J. ;
Singleton, Andrew B. .
HUMAN MOLECULAR GENETICS, 2011, 20 (06) :1164-1172
[19]   A Flexible and Accurate Genotype Imputation Method for the Next Generation of Genome-Wide Association Studies [J].
Howie, Bryan N. ;
Donnelly, Peter ;
Marchini, Jonathan .
PLOS GENETICS, 2009, 5 (06)
[20]   SHP-2 and PI3-kinase genes PTPN11 and PIK3R1 may influence serum apoB and LDL cholesterol levels in normal women [J].
Jamshidi, Y. ;
Gooljar, S. B. ;
Snieder, H. ;
Wang, X. ;
Ge, D. ;
Swaminathan, R. ;
Spector, T. D. ;
O'Dell, S. D. .
ATHEROSCLEROSIS, 2007, 194 (02) :E26-E33