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Maternal educational attainment in pregnancy and epigenome-wide DNA methylation changes in the offspring from birth until adolescence.
Choudhary, Priyanka; Monasso, Giulietta S; Karhunen, Ville; Ronkainen, Justiina; Mancano, Giulia; Howe, Caitlin G; Niu, Zhongzheng; Zeng, Xuehuo; Guan, Weihua; Dou, John; Feinberg, Jason I; Mordaunt, Charles; Pesce, Giancarlo; Baïz, Nour; Alfano, Rossella; Martens, Dries S; Wang, Congrong; Isaevska, Elena; Keikkala, Elina; Mustaniemi, Sanna; Thio, Chris H L; Fraszczyk, Eliza; Tobi, Elmar W; Starling, Anne P; Cosin-Tomas, Marta; Urquiza, Jose; Röder, Stefan; Hoang, Thanh T; Page, Christian; Jima, Dereje D; House, John S; Maguire, Rachel L; Ott, Raffael; Pawlow, Xenia; Sirignano, Lea; Zillich, Lea; Malmberg, Anni; Rauschert, Sebastian; Melton, Phillip; Gong, Tong; Karlsson, Robert; Fore, Ruby; Perng, Wei; Laubach, Zachary M; Czamara, Darina; Sharp, Gemma; Breton, Carrie V; Schisterman, Enrique; Yeung, Edwina; Mumford, Sunni L.
Affiliation
  • Choudhary P; Research Unit of Population Health, Faculty of Medicine, University of Oulu, 90014, Oulu, Finland. Priyanka.Choudhary@oulu.fi.
  • Monasso GS; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
  • Karhunen V; Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
  • Ronkainen J; Research Unit of Population Health, Faculty of Medicine, University of Oulu, 90014, Oulu, Finland.
  • Mancano G; Research Unit of Mathematical Sciences, Faculty of Science, University of Oulu, Oulu, Finland.
  • Howe CG; Research Unit of Population Health, Faculty of Medicine, University of Oulu, 90014, Oulu, Finland.
  • Niu Z; Medical Research Council Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, UK.
  • Zeng X; Bristol Medical School Population Health Sciences, University of Bristol, Bristol, UK.
  • Guan W; Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA.
  • Dou J; Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
  • Feinberg JI; Glotech, Inc., Rockville, MD, 20850, USA.
  • Mordaunt C; Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, 55455, USA.
  • Pesce G; Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
  • Baïz N; Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MA, USA.
  • Alfano R; Department of Medical Micriobiology and Immunology, University of California Davis, Davis, CA, USA.
  • Martens DS; Epidemiology of Allergic and Respiratory Diseases (EPAR) team, Faculté de Médecine Saint-Antoine, Institute Pierre Louis d'Epidemiologie et Sante Publique (IPLESP), Sorbonne Université and INSERM, Paris, France.
  • Wang C; Paris-Saclay University, Paris-South University, UVSQ, Center for Research in Epidemiology and Population Health (CESP), INSERM, Villejuif, France.
  • Isaevska E; Institute Desbrest of Epidemiology and Public Health, University of Montpellier and INSERM, Montpellier, France.
  • Keikkala E; Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
  • Mustaniemi S; Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
  • Thio CHL; Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
  • Fraszczyk E; Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO-Piemonte, Torino, Italy.
  • Tobi EW; Department of Obstetrics and Gynaecology, Research Unit of Clinical Medicine, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland.
  • Starling AP; Finnish Institute for Health and Welfare, Population Health Unit, Public Health and Welfare, Helsinki and Oulu, Finland.
  • Cosin-Tomas M; Department of Obstetrics and Gynaecology, Research Unit of Clinical Medicine, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland.
  • Urquiza J; Finnish Institute for Health and Welfare, Population Health Unit, Public Health and Welfare, Helsinki and Oulu, Finland.
  • Röder S; Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
  • Hoang TT; Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
  • Page C; Department of Obstetrics and Gynaecology, Division of Obstetrics and Prenatal Medicine, Erasmus MC, University Medical Center, 3000 CA, Rotterdam, the Netherlands.
  • Jima DD; Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
  • House JS; Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
  • Maguire RL; Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
  • Ott R; ISGlobal (Barcelona Institute for Global Health), Barcelona Biomedical Research Park (PRBB), Doctor Aiguader, 88, 08003, Barcelona, Spain.
  • Pawlow X; Universitat Pompeu Fabra (UPF), Barcelona, Spain.
  • Sirignano L; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
  • Zillich L; ISGlobal (Barcelona Institute for Global Health), Barcelona Biomedical Research Park (PRBB), Doctor Aiguader, 88, 08003, Barcelona, Spain.
  • Malmberg A; Universitat Pompeu Fabra (UPF), Barcelona, Spain.
  • Rauschert S; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
  • Melton P; Department for Environmental Immunology, Helmholtz Centre for Environmental Research, UFZ, Leipzig, Germany.
  • Gong T; Epidemiology Branch, Division of Intramural Research, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA.
  • Karlsson R; Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway.
  • Fore R; Oslo Centre for Biostatistics and Epidemiology, Section for Research Support, Oslo University Hospital, Oslo, Norway.
  • Perng W; Center for Human Health and the Environment, North Carolina State University, Raleigh, NC, 27606, USA.
  • Laubach ZM; Bioinformatics Research Center, North Carolina State University, Raleigh, NC, 27606, USA.
  • Czamara D; Center for Human Health and the Environment, North Carolina State University, Raleigh, NC, 27606, USA.
  • Sharp G; Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, Durham, NC, 27709, USA.
  • Breton CV; Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA.
  • Schisterman E; Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, 27701, USA.
  • Yeung E; Institute of Diabetes Research, Helmholtz Munich, German Research Center for Environmental Health, Munich, Germany.
  • Mumford SL; Forschergruppe Diabetes eV, Neuherberg, Germany.
Mol Psychiatry ; 2023 Dec 05.
Article in En | MEDLINE | ID: mdl-38052982
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.

Full text: 1 Database: MEDLINE Language: En Year: 2023 Type: Article

Full text: 1 Database: MEDLINE Language: En Year: 2023 Type: Article