DNA methylation signatures of aggression and closely related constructs: A meta-analysis of epigenome-wide studies across the lifespan

dc.contributor.authorvan Dongen Jenny
dc.contributor.authorHagenbeek Fiona A.
dc.contributor.authorSuderman Matthew
dc.contributor.authorRoetman Peter J.
dc.contributor.authorSugden Karen
dc.contributor.authorChiocchetti Andreas G.
dc.contributor.authorIsmail Khadeeja
dc.contributor.authorMulder Rosa H.
dc.contributor.authorHafferty Jonathan D.
dc.contributor.authorAdams Mark J.
dc.contributor.authorWalker Rosie M.
dc.contributor.authorMorris Stewart W.
dc.contributor.authorLahti Jari
dc.contributor.authorKüpers Leanne K.
dc.contributor.authorEscaramis Georgia
dc.contributor.authorAlemany Silvia
dc.contributor.authorBonder Marc Jan
dc.contributor.authorMeijer Mandy
dc.contributor.authorIp Hill F.
dc.contributor.authorJansen Rick
dc.contributor.authorBaselmans Bart M. L.
dc.contributor.authorParmar Priyanka
dc.contributor.authorLowry Estelle
dc.contributor.authorStreit Fabian
dc.contributor.authorSirignano Lea
dc.contributor.authorSend Tabea S.
dc.contributor.authorFrank Josef
dc.contributor.authorJylhävä Juulia
dc.contributor.authorWang Yunzhang
dc.contributor.authorMishra Pashupati Prasad
dc.contributor.authorColins Olivier F.
dc.contributor.authorCorcoran David L.
dc.contributor.authorPoulton Richie
dc.contributor.authorMill Jonathan
dc.contributor.authorHannon Eilis
dc.contributor.authorArseneault Louise
dc.contributor.authorKorhonen Tellervo
dc.contributor.authorVuoksimaa Eero
dc.contributor.authorFelix Janine F.
dc.contributor.authorBakermans-Kranenburg Marian J.
dc.contributor.authorCampbell Archie
dc.contributor.authorCzamara Darina
dc.contributor.authorBinder Elisabeth
dc.contributor.authorCorpeleijn Eva
dc.contributor.authorGonzalez Juan R.
dc.contributor.authorGrazuleviciene Regina
dc.contributor.authorGutzkow Kristine B.
dc.contributor.authorEvandt Jorunn
dc.contributor.authorVafeiadi Marina
dc.contributor.authorKlein Marieke
dc.contributor.authorvan der Meer Dennis
dc.contributor.authorLigthart Lannie
dc.contributor.authorConsortium BIOS
dc.contributor.authorKluft Cornelis
dc.contributor.authorDavies Gareth E.
dc.contributor.authorHakulinen Christian
dc.contributor.authorKeltikangas-Järvinen Liisa
dc.contributor.authorFranke Barbara
dc.contributor.authorFreitag Christine M.
dc.contributor.authorKonrad Kerstin
dc.contributor.authorHervas Amaia
dc.contributor.authorFernández-Rivas Aranzazu
dc.contributor.authorVetro Agnes
dc.contributor.authorRaitakari Olli
dc.contributor.authorLehtimäki Terho
dc.contributor.authorVermeiren Robert
dc.contributor.authorStrandberg Timo
dc.contributor.authorRäikkönen Katri
dc.contributor.authorSnieder Harold
dc.contributor.authorWitt Stephanie H.
dc.contributor.authorDeuschle Michael
dc.contributor.authorPedersen Nancy L.
dc.contributor.authorHägg Sara
dc.contributor.authorSunyer Jordi
dc.contributor.authorFranke Lude
dc.contributor.authorKaprio Jaakko
dc.contributor.authorOllikainen Miina
dc.contributor.authorMoffitt Terrie E.
dc.contributor.authorTiemeier Henning
dc.contributor.authorvan IJzendoorn Marinus H.
dc.contributor.authorRelton Caroline
dc.contributor.authorVrijheid Martine
dc.contributor.authorSebert Sylvain
dc.contributor.authorJarvelin Marjo-Riitta
dc.contributor.authorCaspi Avshalom
dc.contributor.authorEvans Kathryn L.
dc.contributor.authorMcIntosh Andrew M.
dc.contributor.authorBartels Meike
dc.contributor.authorBoomsma Dorret I.
dc.contributor.organizationfi=Turun ihmistieteiden tutkijakollegium (TIAS)|en=Turku Institute for Advanced Studies (TIAS)|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code2607318
dc.converis.publication-id53387120
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/53387120
dc.date.accessioned2022-10-28T12:22:28Z
dc.date.available2022-10-28T12:22:28Z
dc.description.abstract<p>DNA methylation profiles of aggressive behavior may capture lifetime cumulative effects of genetic, stochastic, and environmental influences associated with aggression. Here, we report the first large meta-analysis of epigenome-wide association studies (EWAS) of aggressive behavior (N = 15,324 participants). In peripheral blood samples of 14,434 participants from 18 cohorts with mean ages ranging from 7 to 68 years, 13 methylation sites were significantly associated with aggression (alpha = 1.2 × 10<sup>-7</sup>; Bonferroni correction). In cord blood samples of 2425 children from five cohorts with aggression assessed at mean ages ranging from 4 to 7 years, 83% of these sites showed the same direction of association with childhood aggression (<em>r</em> = 0.74, <em>p</em> = 0.006) but no epigenome-wide significant sites were found. Top-sites (48 at a false discovery rate of 5% in the peripheral blood meta-analysis or in a combined meta-analysis of peripheral blood and cord blood) have been associated with chemical exposures, smoking, cognition, metabolic traits, and genetic variation (mQTLs). Three genes whose expression levels were associated with top-sites were previously linked to schizophrenia and general risk tolerance. At six CpGs, DNA methylation variation in blood mirrors variation in the brain. On average 44% (range = 3-82%) of the aggression-methylation association was explained by current and former smoking and BMI. These findings point at loci that are sensitive to chemical exposures with potential implications for neuronal functions. We hope these results to be a starting point for studies leading to applications as peripheral biomarkers and to reveal causal relationships with aggression and related traits.</p>
dc.format.pagerange2148
dc.format.pagerange2162
dc.identifier.eissn1476-5578
dc.identifier.jour-issn1359-4184
dc.identifier.olddbid176211
dc.identifier.oldhandle10024/159305
dc.identifier.urihttps://www.utupub.fi/handle/11111/31172
dc.identifier.urnURN:NBN:fi-fe2021093048206
dc.language.isoen
dc.okm.affiliatedauthorLahti, Jari
dc.okm.affiliatedauthorDataimport, TIAS-tutkijakollegiumin yhteiset
dc.okm.affiliatedauthorRaitakari, Olli
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSpringer Nature
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.doi10.1038/s41380-020-00987-x
dc.relation.ispartofjournalMolecular Psychiatry
dc.relation.volume26
dc.source.identifierhttps://www.utupub.fi/handle/10024/159305
dc.titleDNA methylation signatures of aggression and closely related constructs: A meta-analysis of epigenome-wide studies across the lifespan
dc.year.issued2021

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