A meta-analysis of genome-wide association studies of epigenetic age acceleration.


Journal

PLoS genetics
ISSN: 1553-7404
Titre abrégé: PLoS Genet
Pays: United States
ID NLM: 101239074

Informations de publication

Date de publication:
11 2019
Historique:
received: 19 03 2019
accepted: 16 08 2019
revised: 02 12 2019
pubmed: 19 11 2019
medline: 19 2 2020
entrez: 19 11 2019
Statut: epublish

Résumé

'Epigenetic age acceleration' is a valuable biomarker of ageing, predictive of morbidity and mortality, but for which the underlying biological mechanisms are not well established. Two commonly used measures, derived from DNA methylation, are Horvath-based (Horvath-EAA) and Hannum-based (Hannum-EAA) epigenetic age acceleration. We conducted genome-wide association studies of Horvath-EAA and Hannum-EAA in 13,493 unrelated individuals of European ancestry, to elucidate genetic determinants of differential epigenetic ageing. We identified ten independent SNPs associated with Horvath-EAA, five of which are novel. We also report 21 Horvath-EAA-associated genes including several involved in metabolism (NHLRC, TPMT) and immune system pathways (TRIM59, EDARADD). GWAS of Hannum-EAA identified one associated variant (rs1005277), and implicated 12 genes including several involved in innate immune system pathways (UBE2D3, MANBA, TRIM46), with metabolic functions (UBE2D3, MANBA), or linked to lifespan regulation (CISD2). Both measures had nominal inverse genetic correlations with father's age at death, a rough proxy for lifespan. Nominally significant genetic correlations between Hannum-EAA and lifestyle factors including smoking behaviours and education support the hypothesis that Hannum-based epigenetic ageing is sensitive to variations in environment, whereas Horvath-EAA is a more stable cellular ageing process. We identified novel SNPs and genes associated with epigenetic age acceleration, and highlighted differences in the genetic architecture of Horvath-based and Hannum-based epigenetic ageing measures. Understanding the biological mechanisms underlying individual differences in the rate of epigenetic ageing could help explain different trajectories of age-related decline.

Identifiants

pubmed: 31738745
doi: 10.1371/journal.pgen.1008104
pii: PGENETICS-D-19-00433
pmc: PMC6886870
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e1008104

Subventions

Organisme : NIA NIH HHS
ID : U01 AG060908
Pays : United States
Organisme : Wellcome Trust
ID : 104036/Z/14/Z
Pays : United Kingdom
Organisme : Chief Scientist Office
ID : CZD/16/6
Pays : United Kingdom
Organisme : Medical Research Council
ID : G0700704
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00007/10
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/K026992/1
Pays : United Kingdom

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

Références

Neurosci Lett. 2002 May 24;324(3):227-31
pubmed: 12009529
Int J Epidemiol. 2013 Jun;42(3):689-700
pubmed: 22786799
Nat Genet. 2014 Feb;46(2):100-6
pubmed: 24473328
Bioinformatics. 2010 Sep 1;26(17):2190-1
pubmed: 20616382
Hum Mol Genet. 2012 Sep 15;21(18):3956-68
pubmed: 22661501
Proc Natl Acad Sci U S A. 2016 Aug 16;113(33):9327-32
pubmed: 27457926
Nat Rev Immunol. 2008 Nov;8(11):849-60
pubmed: 18836477
Nat Genet. 2016 May;48(5):481-7
pubmed: 27019110
Free Radic Res. 2014 Sep;48(9):1109-14
pubmed: 24974737
BMC Bioinformatics. 2012 May 08;13:86
pubmed: 22568884
Mol Cell Biol. 2002 Apr;22(7):2025-36
pubmed: 11884591
PLoS Comput Biol. 2015 Apr 17;11(4):e1004219
pubmed: 25885710
Nature. 2012 Nov 1;491(7422):56-65
pubmed: 23128226
J Natl Cancer Inst. 2015 Apr 10;107(6):djv074
pubmed: 25862531
BMC Med Genet. 2006 Oct 02;7:74
pubmed: 17014726
Z Gerontol Geriatr. 2007 Oct;40(5):334-8
pubmed: 17943236
PLoS Genet. 2009 Aug;5(8):e1000602
pubmed: 19680444
Oncogene. 2017 May 18;36(20):2868-2878
pubmed: 27941876
Int J Epidemiol. 2015 Aug;44(4):1388-96
pubmed: 25617346
Nat Genet. 2015 Mar;47(3):291-5
pubmed: 25642630
Ann N Y Acad Sci. 2010 Jul;1201:58-64
pubmed: 20649540
Nat Genet. 2015 Nov;47(11):1236-41
pubmed: 26414676
Mol Cell. 2013 Jan 24;49(2):359-367
pubmed: 23177740
J Neurosci. 2007 Oct 17;27(42):11228-41
pubmed: 17942717
Aging (Albany NY). 2015 Dec;7(12):1198-211
pubmed: 26684672
Genome Med. 2017 Mar 7;9(1):23
pubmed: 28270201
PLoS Genet. 2012;8(4):e1002629
pubmed: 22532803
Cell Physiol Biochem. 2017;42(2):579-593
pubmed: 28578353
PLoS Genet. 2014 May 15;10(5):e1004383
pubmed: 24830394
Trends Genet. 2008 May;24(5):231-7
pubmed: 18325624
Nat Cell Biol. 2016 May;18(5):504-15
pubmed: 27065097
Mol Cell Biol. 2015 Apr;35(7):1068-80
pubmed: 25624347
J Mol Med (Berl). 2011 Sep;89(9):915-25
pubmed: 21505799
Cancer Res. 1998 Sep 15;58(18):4079-81
pubmed: 9751614
Genome Biol. 2016 Aug 11;17(1):171
pubmed: 27511193
Nucleic Acids Res. 2010 Sep;38(16):e164
pubmed: 20601685
J Gerontol A Biol Sci Med Sci. 2019 Jan 1;74(1):57-61
pubmed: 29718110
Am J Hum Genet. 2011 Jan 7;88(1):76-82
pubmed: 21167468
Nature. 2015 Feb 19;518(7539):317-30
pubmed: 25693563
Nature. 2017 Oct 11;550(7675):204-213
pubmed: 29022597
PLoS Genet. 2010 May 13;6(5):e1000952
pubmed: 20485568
Genome Biol. 2011;12(1):R10
pubmed: 21251332
Genome Res. 2012 Sep;22(9):1790-7
pubmed: 22955989
Nat Commun. 2018 Jan 26;9(1):387
pubmed: 29374233
Database (Oxford). 2015 Feb 27;2015:
pubmed: 25725062
Aging (Albany NY). 2017 Feb 14;9(2):419-446
pubmed: 28198702
Nat Commun. 2017 Nov 28;8(1):1826
pubmed: 29184056
Blood. 2000 May 1;95(9):2860-8
pubmed: 10779432
Genome Res. 2014 Nov;24(11):1725-33
pubmed: 25249537
SSM Popul Health. 2017 Nov 17;4:45-54
pubmed: 29349272
Biochemistry (Mosc). 2000 Jan;65(1):59-67
pubmed: 10702641
Alzheimers Dement (Amst). 2018 Jun 21;10:429-437
pubmed: 30167451
J Neurosci Res. 2001 Jan 1;63(1):1-9
pubmed: 11169608
Nat Methods. 2012 Feb 28;9(3):215-6
pubmed: 22373907
Genome Biol. 2015 Jan 30;16:25
pubmed: 25633388
Aging (Albany NY). 2016 Sep 28;8(9):1844-1865
pubmed: 27690265
Bioinformatics. 2017 Jan 15;33(2):272-279
pubmed: 27663502
J Clin Endocrinol Metab. 2003 Jul;88(7):3299-304
pubmed: 12843179
BMC Genomics. 2016 Nov 4;17(1):872
pubmed: 27814695
Nucleic Acids Res. 2017 Jan 4;45(D1):D896-D901
pubmed: 27899670
Nat Genet. 2014 Mar;46(3):310-5
pubmed: 24487276
Nature. 2015 Oct 1;526(7571):68-74
pubmed: 26432245
Genes Dev. 2009 May 15;23(10):1183-94
pubmed: 19451219
Transl Psychiatry. 2018 Jan 10;8(1):9
pubmed: 29317602
Aging (Albany NY). 2015 Dec;7(12):1130-42
pubmed: 26655927
Bioinformatics. 2010 Sep 15;26(18):2336-7
pubmed: 20634204
Pharmacology. 2000 Sep;61(3):136-46
pubmed: 10971199
Nature. 2003 May 22;423(6938):456-61
pubmed: 12732850
Genome Biol. 2013;14(10):R115
pubmed: 24138928
Curr Biol. 2012 Sep 11;22(17):R741-52
pubmed: 22975005
Nucleic Acids Res. 2014 Jan;42(Database issue):D1001-6
pubmed: 24316577
Genome Biol. 2016 Mar 31;17:61
pubmed: 27036880
PLoS Genet. 2013 May;9(5):e1003520
pubmed: 23737753
Nat Commun. 2017 May 04;8:15138
pubmed: 28469175
Science. 1996 Jul 5;273(5271):70-4
pubmed: 8658199
Mech Ageing Dev. 2009 Apr;130(4):234-9
pubmed: 19150625

Auteurs

Jude Gibson (J)

Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.

Tom C Russ (TC)

Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.
Centre for Dementia Prevention, University of Edinburgh, Edinburgh, United Kingdom.
Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, United Kingdom.
Centre for Cognitive Ageing & Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom.

Toni-Kim Clarke (TK)

Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.

David M Howard (DM)

Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.

Robert F Hillary (RF)

Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

Kathryn L Evans (KL)

Centre for Cognitive Ageing & Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom.
Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

Rosie M Walker (RM)

Centre for Cognitive Ageing & Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom.
Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

Mairead L Bermingham (ML)

Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

Stewart W Morris (SW)

Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

Archie Campbell (A)

Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.
Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom.

Caroline Hayward (C)

MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

Alison D Murray (AD)

Aberdeen Biomedical Imaging Centre, University of Aberdeen, Aberdeen, United Kingdom.

David J Porteous (DJ)

Centre for Cognitive Ageing & Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom.
Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

Steve Horvath (S)

Department of Human Genetics, David Geffen School of Medicine, Los Angeles, CA, United States of America.
Department of Biostatistics, School of Public Health, University of California-Los Angeles, Los Angeles, CA, United States of America.

Ake T Lu (AT)

Department of Human Genetics, David Geffen School of Medicine, Los Angeles, CA, United States of America.

Andrew M McIntosh (AM)

Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.
Centre for Cognitive Ageing & Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom.

Heather C Whalley (HC)

Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.

Riccardo E Marioni (RE)

Centre for Cognitive Ageing & Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom.
Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

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