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

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 chi...

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Veröffentlicht in:Molecular psychiatry 2024-02, Vol.29 (2), p.348-358
Hauptverfasser: 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., Fallin, M. Daniele, LaSalle, Janine M., Schmidt, Rebecca J., Bakulski, Kelly M., Annesi-Maesano, Isabella, Heude, Barbara, Nawrot, Tim S., Plusquin, Michelle, Ghantous, Akram, Herceg, Zdenko, Nisticò, Lorenza, Vafeiadi, Marina, Kogevinas, Manolis, Vääräsmäki, Marja, Kajantie, Eero, Snieder, Harold, Corpeleijn, Eva, Steegers-Theunissen, Regine P. M., Yang, Ivana V., Dabelea, Dana, Fossati, Serena, Zenclussen, Ana C., Herberth, Gunda, Magnus, Maria, Håberg, Siri E., London, Stephanie J., Munthe-Kaas, Monica Cheng, Murphy, Susan K., Hoyo, Cathrine, Ziegler, Anette-G, Hummel, Sandra, Witt, Stephanie H., Streit, Fabian, Frank, Josef, Räikkönen, Katri, Lahti, Jari, Huang, Rae-chi, Almqvist, Catarina, Hivert, Marie-France, Jaddoe, Vincent W. V., Järvelin, Marjo-Riitta, Kantomaa, Marko, Felix, Janine F., Sebert, Sylvain
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container_end_page 358
container_issue 2
container_start_page 348
container_title Molecular psychiatry
container_volume 29
creator 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.
Fallin, M. Daniele
LaSalle, Janine M.
Schmidt, Rebecca J.
Bakulski, Kelly M.
Annesi-Maesano, Isabella
Heude, Barbara
Nawrot, Tim S.
Plusquin, Michelle
Ghantous, Akram
Herceg, Zdenko
Nisticò, Lorenza
Vafeiadi, Marina
Kogevinas, Manolis
Vääräsmäki, Marja
Kajantie, Eero
Snieder, Harold
Corpeleijn, Eva
Steegers-Theunissen, Regine P. M.
Yang, Ivana V.
Dabelea, Dana
Fossati, Serena
Zenclussen, Ana C.
Herberth, Gunda
Magnus, Maria
Håberg, Siri E.
London, Stephanie J.
Munthe-Kaas, Monica Cheng
Murphy, Susan K.
Hoyo, Cathrine
Ziegler, Anette-G
Hummel, Sandra
Witt, Stephanie H.
Streit, Fabian
Frank, Josef
Räikkönen, Katri
Lahti, Jari
Huang, Rae-chi
Almqvist, Catarina
Hivert, Marie-France
Jaddoe, Vincent W. V.
Järvelin, Marjo-Riitta
Kantomaa, Marko
Felix, Janine F.
Sebert, Sylvain
description 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-B 12 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.
doi_str_mv 10.1038/s41380-023-02331-5
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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. ; Fallin, M. Daniele ; LaSalle, Janine M. ; Schmidt, Rebecca J. ; Bakulski, Kelly M. ; Annesi-Maesano, Isabella ; Heude, Barbara ; Nawrot, Tim S. ; Plusquin, Michelle ; Ghantous, Akram ; Herceg, Zdenko ; Nisticò, Lorenza ; Vafeiadi, Marina ; Kogevinas, Manolis ; Vääräsmäki, Marja ; Kajantie, Eero ; Snieder, Harold ; Corpeleijn, Eva ; Steegers-Theunissen, Regine P. M. ; Yang, Ivana V. ; Dabelea, Dana ; Fossati, Serena ; Zenclussen, Ana C. ; Herberth, Gunda ; Magnus, Maria ; Håberg, Siri E. ; London, Stephanie J. ; Munthe-Kaas, Monica Cheng ; Murphy, Susan K. ; Hoyo, Cathrine ; Ziegler, Anette-G ; Hummel, Sandra ; Witt, Stephanie H. ; Streit, Fabian ; Frank, Josef ; Räikkönen, Katri ; Lahti, Jari ; Huang, Rae-chi ; Almqvist, Catarina ; Hivert, Marie-France ; Jaddoe, Vincent W. V. ; Järvelin, Marjo-Riitta ; Kantomaa, Marko ; Felix, Janine F. ; Sebert, Sylvain</creator><creatorcontrib>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. ; Fallin, M. Daniele ; LaSalle, Janine M. ; Schmidt, Rebecca J. ; Bakulski, Kelly M. ; Annesi-Maesano, Isabella ; Heude, Barbara ; Nawrot, Tim S. ; Plusquin, Michelle ; Ghantous, Akram ; Herceg, Zdenko ; Nisticò, Lorenza ; Vafeiadi, Marina ; Kogevinas, Manolis ; Vääräsmäki, Marja ; Kajantie, Eero ; Snieder, Harold ; Corpeleijn, Eva ; Steegers-Theunissen, Regine P. M. ; Yang, Ivana V. ; Dabelea, Dana ; Fossati, Serena ; Zenclussen, Ana C. ; Herberth, Gunda ; Magnus, Maria ; Håberg, Siri E. ; London, Stephanie J. ; Munthe-Kaas, Monica Cheng ; Murphy, Susan K. ; Hoyo, Cathrine ; Ziegler, Anette-G ; Hummel, Sandra ; Witt, Stephanie H. ; Streit, Fabian ; Frank, Josef ; Räikkönen, Katri ; Lahti, Jari ; Huang, Rae-chi ; Almqvist, Catarina ; Hivert, Marie-France ; Jaddoe, Vincent W. V. ; Järvelin, Marjo-Riitta ; Kantomaa, Marko ; Felix, Janine F. ; Sebert, Sylvain</creatorcontrib><description>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-B 12 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. 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V.</creatorcontrib><creatorcontrib>Järvelin, Marjo-Riitta</creatorcontrib><creatorcontrib>Kantomaa, Marko</creatorcontrib><creatorcontrib>Felix, Janine F.</creatorcontrib><creatorcontrib>Sebert, Sylvain</creatorcontrib><title>Maternal educational attainment in pregnancy and epigenome-wide DNA methylation changes in the offspring from birth until adolescence</title><title>Molecular psychiatry</title><addtitle>Mol Psychiatry</addtitle><addtitle>Mol Psychiatry</addtitle><description>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-B 12 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.</description><subject>631/208</subject><subject>692/53/2423</subject><subject>Academic Success</subject><subject>Adolescence</subject><subject>Adolescent</subject><subject>Adolescents</subject><subject>Adult</subject><subject>Behavioral Sciences</subject><subject>Biochemistry, Molecular Biology</subject><subject>Biological Psychology</subject><subject>Birth</subject><subject>Child</subject><subject>Child development</subject><subject>Child, Preschool</subject><subject>Children</subject><subject>Cytosine</subject><subject>DNA methylation</subject><subject>DNA Methylation - genetics</subject><subject>Educational attainment</subject><subject>Educational Status</subject><subject>Epigenesis, Genetic - genetics</subject><subject>Epigenome - genetics</subject><subject>Female</subject><subject>Folic acid</subject><subject>Genome-Wide Association Study - methods</subject><subject>Humans</subject><subject>Infant</subject><subject>Infant, Newborn</subject><subject>Life Sciences</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine &amp; Public Health</subject><subject>Mothers</subject><subject>Neurosciences</subject><subject>Offspring</subject><subject>Pharmacotherapy</subject><subject>Pregnancy</subject><subject>Prenatal Exposure Delayed Effects - genetics</subject><subject>Psychiatry</subject><subject>Smoking</subject><subject>Socioeconomic factors</subject><issn>1359-4184</issn><issn>1476-5578</issn><issn>1476-5578</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>D8T</sourceid><recordid>eNp9ks9u1DAQxiMEoqXwAhyQJS5wCPhv4hxXhVKkBS5wthx7snFJnMV2qPYB-t44m6UIDhwsj8a_-cb2N0XxnOA3BDP5NnLCJC4xZctipBQPinPC66oUopYPc8xEU3Ii-VnxJMYbjJdD8bg4y2WCNpKeF3efdILg9YDAzkYnNy2xTkk7P4JPyHm0D7Dz2psD0t4i2Lsd-GmE8tZZQO8-b9AIqT8Mx2Jkeu13EJe61AOaui7ug_M71IVpRK0LqUezTy43sdMA0YA38LR41OkhwrPTflF8u3r_9fK63H758PFysy0N5zSVlWG8MqaTNWlIa4BZS6qG4Vpg3BkrQdiaA-8q2zHTGi2rllrScWqxaRir2EVRrrrxFvZzq_LNRh0OatJOnVLfcwRKMiE4zfzrle_18Bd8vdmqJYd5RQQl_CfJ7KuV3YfpxwwxqdHl1w2D9jDNUVHZyEbUQoiMvvwHvZnmxYSoGBYNIZWkTaboSpkwxRigu78BwWoZALUOgMrmq-MAqEX6xUl6bkew9yW_Hc8AO33B0RYIf3r_R_YXnhS9Mw</recordid><startdate>20240201</startdate><enddate>20240201</enddate><creator>Choudhary, Priyanka</creator><creator>Monasso, Giulietta S.</creator><creator>Karhunen, Ville</creator><creator>Ronkainen, Justiina</creator><creator>Mancano, Giulia</creator><creator>Howe, Caitlin G.</creator><creator>Niu, Zhongzheng</creator><creator>Zeng, Xuehuo</creator><creator>Guan, Weihua</creator><creator>Dou, John</creator><creator>Feinberg, Jason I.</creator><creator>Mordaunt, Charles</creator><creator>Pesce, Giancarlo</creator><creator>Baïz, Nour</creator><creator>Alfano, Rossella</creator><creator>Martens, Dries S.</creator><creator>Wang, Congrong</creator><creator>Isaevska, Elena</creator><creator>Keikkala, Elina</creator><creator>Mustaniemi, Sanna</creator><creator>Thio, Chris H. L.</creator><creator>Fraszczyk, Eliza</creator><creator>Tobi, Elmar W.</creator><creator>Starling, Anne P.</creator><creator>Cosin-Tomas, Marta</creator><creator>Urquiza, Jose</creator><creator>Röder, Stefan</creator><creator>Hoang, Thanh T.</creator><creator>Page, Christian</creator><creator>Jima, Dereje D.</creator><creator>House, John S.</creator><creator>Maguire, Rachel L.</creator><creator>Ott, Raffael</creator><creator>Pawlow, Xenia</creator><creator>Sirignano, Lea</creator><creator>Zillich, Lea</creator><creator>Malmberg, Anni</creator><creator>Rauschert, Sebastian</creator><creator>Melton, Phillip</creator><creator>Gong, Tong</creator><creator>Karlsson, Robert</creator><creator>Fore, Ruby</creator><creator>Perng, Wei</creator><creator>Laubach, Zachary M.</creator><creator>Czamara, Darina</creator><creator>Sharp, Gemma</creator><creator>Breton, Carrie V.</creator><creator>Schisterman, Enrique</creator><creator>Yeung, Edwina</creator><creator>Mumford, Sunni L.</creator><creator>Fallin, M. 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V.</creator><creator>Järvelin, Marjo-Riitta</creator><creator>Kantomaa, Marko</creator><creator>Felix, Janine F.</creator><creator>Sebert, Sylvain</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>K9.</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>ZZAVC</scope><orcidid>https://orcid.org/0000-0001-7752-2585</orcidid><orcidid>https://orcid.org/0000-0002-7989-5833</orcidid><orcidid>https://orcid.org/0000-0002-4935-9298</orcidid><orcidid>https://orcid.org/0000-0001-6064-1588</orcidid><orcidid>https://orcid.org/0000-0002-3480-2031</orcidid><orcidid>https://orcid.org/0000-0003-0212-3509</orcidid><orcidid>https://orcid.org/0000-0003-4925-6325</orcidid><orcidid>https://orcid.org/0000-0001-5012-8983</orcidid><orcidid>https://orcid.org/0000-0001-6681-6983</orcidid><orcidid>https://orcid.org/0000-0002-9605-6337</orcidid><orcidid>https://orcid.org/0000-0002-1565-1629</orcidid><orcidid>https://orcid.org/0000-0002-4310-5297</orcidid><orcidid>https://orcid.org/0000-0003-1582-2747</orcidid><orcidid>https://orcid.org/0000-0002-6340-9300</orcidid><orcidid>https://orcid.org/0000-0003-2939-0041</orcidid><orcidid>https://orcid.org/0000-0003-4026-2964</orcidid><orcidid>https://orcid.org/0000-0002-1571-1468</orcidid><orcidid>https://orcid.org/0000-0002-9801-5774</orcidid><orcidid>https://orcid.org/0000-0002-8498-0020</orcidid><orcidid>https://orcid.org/0000-0001-8298-7272</orcidid><orcidid>https://orcid.org/0000-0001-9367-663X</orcidid><orcidid>https://orcid.org/0000-0003-1080-4339</orcidid><orcidid>https://orcid.org/0000-0003-4867-9465</orcidid><orcidid>https://orcid.org/0000-0003-4911-5290</orcidid><orcidid>https://orcid.org/0000-0002-6143-7172</orcidid><orcidid>https://orcid.org/0000-0002-2149-0630</orcidid><orcidid>https://orcid.org/0000-0001-7381-904X</orcidid><orcidid>https://orcid.org/0000-0001-7457-374X</orcidid><orcidid>https://orcid.org/0000-0003-1949-2298</orcidid><orcidid>https://orcid.org/0000-0002-7784-1612</orcidid><orcidid>https://orcid.org/0000-0002-8447-7871</orcidid><orcidid>https://orcid.org/0000-0002-6556-3635</orcidid><orcidid>https://orcid.org/0000-0002-8949-2587</orcidid><orcidid>https://orcid.org/0000-0002-2420-4118</orcidid></search><sort><creationdate>20240201</creationdate><title>Maternal educational attainment in pregnancy and epigenome-wide DNA methylation changes in the offspring from birth until adolescence</title><author>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. ; Fallin, M. Daniele ; LaSalle, Janine M. ; Schmidt, Rebecca J. ; Bakulski, Kelly M. ; Annesi-Maesano, Isabella ; Heude, Barbara ; Nawrot, Tim S. ; Plusquin, Michelle ; Ghantous, Akram ; Herceg, Zdenko ; Nisticò, Lorenza ; Vafeiadi, Marina ; Kogevinas, Manolis ; Vääräsmäki, Marja ; Kajantie, Eero ; Snieder, Harold ; Corpeleijn, Eva ; Steegers-Theunissen, Regine P. M. ; Yang, Ivana V. ; Dabelea, Dana ; Fossati, Serena ; Zenclussen, Ana C. ; Herberth, Gunda ; Magnus, Maria ; Håberg, Siri E. ; London, Stephanie J. ; Munthe-Kaas, Monica Cheng ; Murphy, Susan K. ; Hoyo, Cathrine ; Ziegler, Anette-G ; Hummel, Sandra ; Witt, Stephanie H. ; Streit, Fabian ; Frank, Josef ; Räikkönen, Katri ; Lahti, Jari ; Huang, Rae-chi ; Almqvist, Catarina ; Hivert, Marie-France ; Jaddoe, Vincent W. V. ; Järvelin, Marjo-Riitta ; Kantomaa, Marko ; Felix, Janine F. ; Sebert, Sylvain</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c442t-6c346ccf87191bce3dd169307500fcd8e5d74e4f6df3cbca86b2d1f42d0c93363</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>631/208</topic><topic>692/53/2423</topic><topic>Academic Success</topic><topic>Adolescence</topic><topic>Adolescent</topic><topic>Adolescents</topic><topic>Adult</topic><topic>Behavioral Sciences</topic><topic>Biochemistry, Molecular Biology</topic><topic>Biological Psychology</topic><topic>Birth</topic><topic>Child</topic><topic>Child development</topic><topic>Child, Preschool</topic><topic>Children</topic><topic>Cytosine</topic><topic>DNA methylation</topic><topic>DNA Methylation - genetics</topic><topic>Educational attainment</topic><topic>Educational Status</topic><topic>Epigenesis, Genetic - genetics</topic><topic>Epigenome - genetics</topic><topic>Female</topic><topic>Folic acid</topic><topic>Genome-Wide Association Study - methods</topic><topic>Humans</topic><topic>Infant</topic><topic>Infant, Newborn</topic><topic>Life Sciences</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine &amp; Public Health</topic><topic>Mothers</topic><topic>Neurosciences</topic><topic>Offspring</topic><topic>Pharmacotherapy</topic><topic>Pregnancy</topic><topic>Prenatal Exposure Delayed Effects - genetics</topic><topic>Psychiatry</topic><topic>Smoking</topic><topic>Socioeconomic factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Choudhary, Priyanka</creatorcontrib><creatorcontrib>Monasso, Giulietta S.</creatorcontrib><creatorcontrib>Karhunen, Ville</creatorcontrib><creatorcontrib>Ronkainen, Justiina</creatorcontrib><creatorcontrib>Mancano, Giulia</creatorcontrib><creatorcontrib>Howe, Caitlin G.</creatorcontrib><creatorcontrib>Niu, Zhongzheng</creatorcontrib><creatorcontrib>Zeng, Xuehuo</creatorcontrib><creatorcontrib>Guan, Weihua</creatorcontrib><creatorcontrib>Dou, John</creatorcontrib><creatorcontrib>Feinberg, Jason I.</creatorcontrib><creatorcontrib>Mordaunt, Charles</creatorcontrib><creatorcontrib>Pesce, Giancarlo</creatorcontrib><creatorcontrib>Baïz, Nour</creatorcontrib><creatorcontrib>Alfano, Rossella</creatorcontrib><creatorcontrib>Martens, Dries S.</creatorcontrib><creatorcontrib>Wang, Congrong</creatorcontrib><creatorcontrib>Isaevska, Elena</creatorcontrib><creatorcontrib>Keikkala, Elina</creatorcontrib><creatorcontrib>Mustaniemi, Sanna</creatorcontrib><creatorcontrib>Thio, Chris H. L.</creatorcontrib><creatorcontrib>Fraszczyk, Eliza</creatorcontrib><creatorcontrib>Tobi, Elmar W.</creatorcontrib><creatorcontrib>Starling, Anne P.</creatorcontrib><creatorcontrib>Cosin-Tomas, Marta</creatorcontrib><creatorcontrib>Urquiza, Jose</creatorcontrib><creatorcontrib>Röder, Stefan</creatorcontrib><creatorcontrib>Hoang, Thanh T.</creatorcontrib><creatorcontrib>Page, Christian</creatorcontrib><creatorcontrib>Jima, Dereje D.</creatorcontrib><creatorcontrib>House, John S.</creatorcontrib><creatorcontrib>Maguire, Rachel L.</creatorcontrib><creatorcontrib>Ott, Raffael</creatorcontrib><creatorcontrib>Pawlow, Xenia</creatorcontrib><creatorcontrib>Sirignano, Lea</creatorcontrib><creatorcontrib>Zillich, Lea</creatorcontrib><creatorcontrib>Malmberg, Anni</creatorcontrib><creatorcontrib>Rauschert, Sebastian</creatorcontrib><creatorcontrib>Melton, Phillip</creatorcontrib><creatorcontrib>Gong, Tong</creatorcontrib><creatorcontrib>Karlsson, Robert</creatorcontrib><creatorcontrib>Fore, Ruby</creatorcontrib><creatorcontrib>Perng, Wei</creatorcontrib><creatorcontrib>Laubach, Zachary M.</creatorcontrib><creatorcontrib>Czamara, Darina</creatorcontrib><creatorcontrib>Sharp, Gemma</creatorcontrib><creatorcontrib>Breton, Carrie V.</creatorcontrib><creatorcontrib>Schisterman, Enrique</creatorcontrib><creatorcontrib>Yeung, Edwina</creatorcontrib><creatorcontrib>Mumford, Sunni L.</creatorcontrib><creatorcontrib>Fallin, M. Daniele</creatorcontrib><creatorcontrib>LaSalle, Janine M.</creatorcontrib><creatorcontrib>Schmidt, Rebecca J.</creatorcontrib><creatorcontrib>Bakulski, Kelly M.</creatorcontrib><creatorcontrib>Annesi-Maesano, Isabella</creatorcontrib><creatorcontrib>Heude, Barbara</creatorcontrib><creatorcontrib>Nawrot, Tim S.</creatorcontrib><creatorcontrib>Plusquin, Michelle</creatorcontrib><creatorcontrib>Ghantous, Akram</creatorcontrib><creatorcontrib>Herceg, Zdenko</creatorcontrib><creatorcontrib>Nisticò, Lorenza</creatorcontrib><creatorcontrib>Vafeiadi, Marina</creatorcontrib><creatorcontrib>Kogevinas, Manolis</creatorcontrib><creatorcontrib>Vääräsmäki, Marja</creatorcontrib><creatorcontrib>Kajantie, Eero</creatorcontrib><creatorcontrib>Snieder, Harold</creatorcontrib><creatorcontrib>Corpeleijn, Eva</creatorcontrib><creatorcontrib>Steegers-Theunissen, Regine P. 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V.</creatorcontrib><creatorcontrib>Järvelin, Marjo-Riitta</creatorcontrib><creatorcontrib>Kantomaa, Marko</creatorcontrib><creatorcontrib>Felix, Janine F.</creatorcontrib><creatorcontrib>Sebert, Sylvain</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SwePub Articles full text</collection><jtitle>Molecular psychiatry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Choudhary, Priyanka</au><au>Monasso, Giulietta S.</au><au>Karhunen, Ville</au><au>Ronkainen, Justiina</au><au>Mancano, Giulia</au><au>Howe, Caitlin G.</au><au>Niu, Zhongzheng</au><au>Zeng, Xuehuo</au><au>Guan, Weihua</au><au>Dou, John</au><au>Feinberg, Jason I.</au><au>Mordaunt, Charles</au><au>Pesce, Giancarlo</au><au>Baïz, Nour</au><au>Alfano, Rossella</au><au>Martens, Dries S.</au><au>Wang, Congrong</au><au>Isaevska, Elena</au><au>Keikkala, Elina</au><au>Mustaniemi, Sanna</au><au>Thio, Chris H. L.</au><au>Fraszczyk, Eliza</au><au>Tobi, Elmar W.</au><au>Starling, Anne P.</au><au>Cosin-Tomas, Marta</au><au>Urquiza, Jose</au><au>Röder, Stefan</au><au>Hoang, Thanh T.</au><au>Page, Christian</au><au>Jima, Dereje D.</au><au>House, John S.</au><au>Maguire, Rachel L.</au><au>Ott, Raffael</au><au>Pawlow, Xenia</au><au>Sirignano, Lea</au><au>Zillich, Lea</au><au>Malmberg, Anni</au><au>Rauschert, Sebastian</au><au>Melton, Phillip</au><au>Gong, Tong</au><au>Karlsson, Robert</au><au>Fore, Ruby</au><au>Perng, Wei</au><au>Laubach, Zachary M.</au><au>Czamara, Darina</au><au>Sharp, Gemma</au><au>Breton, Carrie V.</au><au>Schisterman, Enrique</au><au>Yeung, Edwina</au><au>Mumford, Sunni L.</au><au>Fallin, M. Daniele</au><au>LaSalle, Janine M.</au><au>Schmidt, Rebecca J.</au><au>Bakulski, Kelly M.</au><au>Annesi-Maesano, Isabella</au><au>Heude, Barbara</au><au>Nawrot, Tim S.</au><au>Plusquin, Michelle</au><au>Ghantous, Akram</au><au>Herceg, Zdenko</au><au>Nisticò, Lorenza</au><au>Vafeiadi, Marina</au><au>Kogevinas, Manolis</au><au>Vääräsmäki, Marja</au><au>Kajantie, Eero</au><au>Snieder, Harold</au><au>Corpeleijn, Eva</au><au>Steegers-Theunissen, Regine P. M.</au><au>Yang, Ivana V.</au><au>Dabelea, Dana</au><au>Fossati, Serena</au><au>Zenclussen, Ana C.</au><au>Herberth, Gunda</au><au>Magnus, Maria</au><au>Håberg, Siri E.</au><au>London, Stephanie J.</au><au>Munthe-Kaas, Monica Cheng</au><au>Murphy, Susan K.</au><au>Hoyo, Cathrine</au><au>Ziegler, Anette-G</au><au>Hummel, Sandra</au><au>Witt, Stephanie H.</au><au>Streit, Fabian</au><au>Frank, Josef</au><au>Räikkönen, Katri</au><au>Lahti, Jari</au><au>Huang, Rae-chi</au><au>Almqvist, Catarina</au><au>Hivert, Marie-France</au><au>Jaddoe, Vincent W. V.</au><au>Järvelin, Marjo-Riitta</au><au>Kantomaa, Marko</au><au>Felix, Janine F.</au><au>Sebert, Sylvain</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Maternal educational attainment in pregnancy and epigenome-wide DNA methylation changes in the offspring from birth until adolescence</atitle><jtitle>Molecular psychiatry</jtitle><stitle>Mol Psychiatry</stitle><addtitle>Mol Psychiatry</addtitle><date>2024-02-01</date><risdate>2024</risdate><volume>29</volume><issue>2</issue><spage>348</spage><epage>358</epage><pages>348-358</pages><issn>1359-4184</issn><issn>1476-5578</issn><eissn>1476-5578</eissn><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-B 12 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. 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identifier ISSN: 1359-4184
ispartof Molecular psychiatry, 2024-02, Vol.29 (2), p.348-358
issn 1359-4184
1476-5578
1476-5578
language eng
recordid cdi_swepub_primary_oai_swepub_ki_se_835542
source MEDLINE; SpringerLink Journals; SWEPUB Freely available online
subjects 631/208
692/53/2423
Academic Success
Adolescence
Adolescent
Adolescents
Adult
Behavioral Sciences
Biochemistry, Molecular Biology
Biological Psychology
Birth
Child
Child development
Child, Preschool
Children
Cytosine
DNA methylation
DNA Methylation - genetics
Educational attainment
Educational Status
Epigenesis, Genetic - genetics
Epigenome - genetics
Female
Folic acid
Genome-Wide Association Study - methods
Humans
Infant
Infant, Newborn
Life Sciences
Male
Medicine
Medicine & Public Health
Mothers
Neurosciences
Offspring
Pharmacotherapy
Pregnancy
Prenatal Exposure Delayed Effects - genetics
Psychiatry
Smoking
Socioeconomic factors
title Maternal educational attainment in pregnancy and epigenome-wide DNA methylation changes in the offspring from birth until adolescence
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