Skip to main navigation Skip to search Skip to main content

Maternal educational attainment in pregnancy and epigenome-wide DNA methylation changes in the offspring from birth until adolescence

  • Priyanka Choudhary
  • , Giulietta S. Monasso
  • , Ville Karhunen
  • , Justiina Ronkainen
  • , Giulia Mancano
  • , Caitlin G. Howe
  • , Zhongzheng Niu
  • , Xuehuo Zeng
  • , Weihua Guan
  • , John Dou
  • , Jason I. Feinberg
  • , Charles Mordaunt
  • , Giancarlo Pesce
  • , Nour Baïz
  • , Rossella Alfano
  • , Dries S. Martens
  • , Congrong Wang
  • , Elena Isaevska
  • , Elina Keikkala
  • , Sanna Mustaniemi
  • Chris H.L. Thio, Eliza Fraszczyk, Elmar W. Tobi, Anne P. Starling, Marta Cosin-Tomas, Jose Urquiza, Stefan Röder, Thanh T. Hoang, Christian Page, Dereje D. Jima, John S. House, Rachel L. Maguire, Raffael Ott, Xenia Pawlow, Lea Sirignano, Lea Zillich, Anni Malmberg, Sebastian Rauschert, Phillip Melton, Tong Gong, Robert Karlsson, Ruby Fore, Wei Perng, Zachary M. Laubach, Darina Czamara, Gemma Sharp, Carrie V. Breton, Enrique Schisterman, Edwina Yeung, Sunni L. Mumford, M. Daniele Fallin, Janine M. LaSalle, Rebecca J. Schmidt, Kelly M. Bakulski, Isabella Annesi-Maesano, Barbara Heude, Tim S. Nawrot, Michelle Plusquin, Akram Ghantous, Zdenko Herceg, Lorenza Nisticò, Marina Vafeiadi, Manolis Kogevinas, Marja Vääräsmäki, Eero Kajantie, Harold Snieder, Eva Corpeleijn, Regine P.M. Steegers-Theunissen, Ivana V. Yang, Dana Dabelea, Serena Fossati, Ana C. Zenclussen, Gunda Herberth, Maria Magnus, Siri E. Håberg, Stephanie J. London, Monica Cheng Munthe-Kaas, Susan K. Murphy, Cathrine Hoyo, Anette G. Ziegler, Sandra Hummel, Stephanie H. Witt, Fabian Streit, Josef Frank, Katri Räikkönen, Jari Lahti, Rae Chi Huang, Catarina Almqvist, Marie France Hivert, Vincent W.V. Jaddoe, Marjo Riitta Järvelin, Marko Kantomaa, Janine F. Felix, Sylvain Sebert
  • University of Oulu
  • Erasmus University Rotterdam
  • University of Bristol
  • Dartmouth College
  • Inc.
  • University of Minnesota Twin Cities
  • University of Michigan, Ann Arbor
  • Johns Hopkins University
  • University of California at Davis
  • Sorbonne Université
  • Université Paris-Saclay
  • University of Montpellier and INSERM
  • Hasselt University
  • University of Turin
  • National Institute for Health and Welfare
  • University of Groningen
  • University of Colorado Anschutz Medical Campus
  • University of North Carolina at Chapel Hill
  • (ISGlobal) Instituto de Salud Global de Barcelona
  • Pompeu Fabra University
  • Centro de Investigación Biomédicaen Red de Epidemiología y Salud Pública (CIBERESP)
  • Helmholtz Centre for Environmental Research
  • National Institutes of Health
  • Norwegian Institute of Public Health
  • University of Oslo
  • North Carolina State University
  • Duke University
  • Helmholtz Zentrum München - German Research Center for Environmental Health
  • Forschergruppe Diabetes e.V.
  • Heidelberg University 
  • University of Helsinki
  • University of Western Australia
  • University of Tasmania
  • University of Western Australia
  • Karolinska Institutet
  • Harvard Pilgrim Health Care Institute
  • University of Colorado Boulder
  • Max Planck Institute of Psychiatry
  • University of Exeter
  • University of Southern California
  • University of Pennsylvania
  • Université de Paris Cité
  • International Agency for Research on Cancer
  • IRCCS Istituti fisioterapici ospitalieri - Istituto Regina Elena
  • University of Crete
  • National Jewish Health
  • Technical University of Munich
  • Edith Cowan University
  • Massachusetts General Hospital
  • Imperial College London
  • Brunel University London

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

Maternal educational attainment (MEA) shapes offspring health through multiple potential pathways. Differential DNA methylation may provide a mechanistic understanding of these long-term associations. We aimed to quantify the associations of MEA with offspring DNA methylation levels at birth, in childhood and in adolescence. Using 37 studies from high-income countries, we performed meta-analysis of epigenome-wide association studies (EWAS) to quantify the associations of completed years of MEA at the time of pregnancy with offspring DNA methylation levels at birth (n = 9 881), in childhood (n = 2 017), and adolescence (n = 2 740), adjusting for relevant covariates. MEA was found to be associated with DNA methylation at 473 cytosine-phosphate-guanine sites at birth, one in childhood, and four in adolescence. We observed enrichment for findings from previous EWAS on maternal folate, vitamin-B12 concentrations, maternal smoking, and pre-pregnancy BMI. The associations were directionally consistent with MEA being inversely associated with behaviours including smoking and BMI. Our findings form a bridge between socio-economic factors and biology and highlight potential pathways underlying effects of maternal education. The results broaden our understanding of bio-social associations linked to differential DNA methylation in multiple early stages of life. The data generated also offers an important resource to help a more precise understanding of the social determinants of health.

Original languageEnglish
Pages (from-to)348-358
Number of pages11
JournalMolecular Psychiatry
Volume29
Issue number2
DOIs
StatePublished - Feb 2024

Fingerprint

Dive into the research topics of 'Maternal educational attainment in pregnancy and epigenome-wide DNA methylation changes in the offspring from birth until adolescence'. Together they form a unique fingerprint.

Cite this