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Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age

BACKGROUND: Preterm birth and shorter duration of pregnancy are associated with increased morbidity in neonatal and later life. As the epigenome is known to have an important role during fetal development, we investigated associations between gestational age and blood DNA methylation in children. ME...

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Autores principales: Merid, Simon Kebede, Novoloaca, Alexei, Sharp, Gemma C., Küpers, Leanne K., Kho, Alvin T., Roy, Ritu, Gao, Lu, Annesi-Maesano, Isabella, Jain, Pooja, Plusquin, Michelle, Kogevinas, Manolis, Allard, Catherine, Vehmeijer, Florianne O., Kazmi, Nabila, Salas, Lucas A., Rezwan, Faisal I., Zhang, Hongmei, Sebert, Sylvain, Czamara, Darina, Rifas-Shiman, Sheryl L., Melton, Phillip E., Lawlor, Debbie A., Pershagen, Göran, Breton, Carrie V., Huen, Karen, Baiz, Nour, Gagliardi, Luigi, Nawrot, Tim S., Corpeleijn, Eva, Perron, Patrice, Duijts, Liesbeth, Nohr, Ellen Aagaard, Bustamante, Mariona, Ewart, Susan L., Karmaus, Wilfried, Zhao, Shanshan, Page, Christian M., Herceg, Zdenko, Jarvelin, Marjo-Riitta, Lahti, Jari, Baccarelli, Andrea A., Anderson, Denise, Kachroo, Priyadarshini, Relton, Caroline L., Bergström, Anna, Eskenazi, Brenda, Soomro, Munawar Hussain, Vineis, Paolo, Snieder, Harold, Bouchard, Luigi, Jaddoe, Vincent W., Sørensen, Thorkild I. A., Vrijheid, Martine, Arshad, S. Hasan, Holloway, John W., Håberg, Siri E., Magnus, Per, Dwyer, Terence, Binder, Elisabeth B., DeMeo, Dawn L., Vonk, Judith M., Newnham, John, Tantisira, Kelan G., Kull, Inger, Wiemels, Joseph L., Heude, Barbara, Sunyer, Jordi, Nystad, Wenche, Munthe-Kaas, Monica C., Räikkönen, Katri, Oken, Emily, Huang, Rae-Chi, Weiss, Scott T., Antó, Josep Maria, Bousquet, Jean, Kumar, Ashish, Söderhäll, Cilla, Almqvist, Catarina, Cardenas, Andres, Gruzieva, Olena, Xu, Cheng-Jian, Reese, Sarah E., Kere, Juha, Brodin, Petter, Solomon, Olivia, Wielscher, Matthias, Holland, Nina, Ghantous, Akram, Hivert, Marie-France, Felix, Janine F., Koppelman, Gerard H., London, Stephanie J., Melén, Erik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7050134/
https://www.ncbi.nlm.nih.gov/pubmed/32114984
http://dx.doi.org/10.1186/s13073-020-0716-9
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author Merid, Simon Kebede
Novoloaca, Alexei
Sharp, Gemma C.
Küpers, Leanne K.
Kho, Alvin T.
Roy, Ritu
Gao, Lu
Annesi-Maesano, Isabella
Jain, Pooja
Plusquin, Michelle
Kogevinas, Manolis
Allard, Catherine
Vehmeijer, Florianne O.
Kazmi, Nabila
Salas, Lucas A.
Rezwan, Faisal I.
Zhang, Hongmei
Sebert, Sylvain
Czamara, Darina
Rifas-Shiman, Sheryl L.
Melton, Phillip E.
Lawlor, Debbie A.
Pershagen, Göran
Breton, Carrie V.
Huen, Karen
Baiz, Nour
Gagliardi, Luigi
Nawrot, Tim S.
Corpeleijn, Eva
Perron, Patrice
Duijts, Liesbeth
Nohr, Ellen Aagaard
Bustamante, Mariona
Ewart, Susan L.
Karmaus, Wilfried
Zhao, Shanshan
Page, Christian M.
Herceg, Zdenko
Jarvelin, Marjo-Riitta
Lahti, Jari
Baccarelli, Andrea A.
Anderson, Denise
Kachroo, Priyadarshini
Relton, Caroline L.
Bergström, Anna
Eskenazi, Brenda
Soomro, Munawar Hussain
Vineis, Paolo
Snieder, Harold
Bouchard, Luigi
Jaddoe, Vincent W.
Sørensen, Thorkild I. A.
Vrijheid, Martine
Arshad, S. Hasan
Holloway, John W.
Håberg, Siri E.
Magnus, Per
Dwyer, Terence
Binder, Elisabeth B.
DeMeo, Dawn L.
Vonk, Judith M.
Newnham, John
Tantisira, Kelan G.
Kull, Inger
Wiemels, Joseph L.
Heude, Barbara
Sunyer, Jordi
Nystad, Wenche
Munthe-Kaas, Monica C.
Räikkönen, Katri
Oken, Emily
Huang, Rae-Chi
Weiss, Scott T.
Antó, Josep Maria
Bousquet, Jean
Kumar, Ashish
Söderhäll, Cilla
Almqvist, Catarina
Cardenas, Andres
Gruzieva, Olena
Xu, Cheng-Jian
Reese, Sarah E.
Kere, Juha
Brodin, Petter
Solomon, Olivia
Wielscher, Matthias
Holland, Nina
Ghantous, Akram
Hivert, Marie-France
Felix, Janine F.
Koppelman, Gerard H.
London, Stephanie J.
Melén, Erik
author_facet Merid, Simon Kebede
Novoloaca, Alexei
Sharp, Gemma C.
Küpers, Leanne K.
Kho, Alvin T.
Roy, Ritu
Gao, Lu
Annesi-Maesano, Isabella
Jain, Pooja
Plusquin, Michelle
Kogevinas, Manolis
Allard, Catherine
Vehmeijer, Florianne O.
Kazmi, Nabila
Salas, Lucas A.
Rezwan, Faisal I.
Zhang, Hongmei
Sebert, Sylvain
Czamara, Darina
Rifas-Shiman, Sheryl L.
Melton, Phillip E.
Lawlor, Debbie A.
Pershagen, Göran
Breton, Carrie V.
Huen, Karen
Baiz, Nour
Gagliardi, Luigi
Nawrot, Tim S.
Corpeleijn, Eva
Perron, Patrice
Duijts, Liesbeth
Nohr, Ellen Aagaard
Bustamante, Mariona
Ewart, Susan L.
Karmaus, Wilfried
Zhao, Shanshan
Page, Christian M.
Herceg, Zdenko
Jarvelin, Marjo-Riitta
Lahti, Jari
Baccarelli, Andrea A.
Anderson, Denise
Kachroo, Priyadarshini
Relton, Caroline L.
Bergström, Anna
Eskenazi, Brenda
Soomro, Munawar Hussain
Vineis, Paolo
Snieder, Harold
Bouchard, Luigi
Jaddoe, Vincent W.
Sørensen, Thorkild I. A.
Vrijheid, Martine
Arshad, S. Hasan
Holloway, John W.
Håberg, Siri E.
Magnus, Per
Dwyer, Terence
Binder, Elisabeth B.
DeMeo, Dawn L.
Vonk, Judith M.
Newnham, John
Tantisira, Kelan G.
Kull, Inger
Wiemels, Joseph L.
Heude, Barbara
Sunyer, Jordi
Nystad, Wenche
Munthe-Kaas, Monica C.
Räikkönen, Katri
Oken, Emily
Huang, Rae-Chi
Weiss, Scott T.
Antó, Josep Maria
Bousquet, Jean
Kumar, Ashish
Söderhäll, Cilla
Almqvist, Catarina
Cardenas, Andres
Gruzieva, Olena
Xu, Cheng-Jian
Reese, Sarah E.
Kere, Juha
Brodin, Petter
Solomon, Olivia
Wielscher, Matthias
Holland, Nina
Ghantous, Akram
Hivert, Marie-France
Felix, Janine F.
Koppelman, Gerard H.
London, Stephanie J.
Melén, Erik
author_sort Merid, Simon Kebede
collection PubMed
description BACKGROUND: Preterm birth and shorter duration of pregnancy are associated with increased morbidity in neonatal and later life. As the epigenome is known to have an important role during fetal development, we investigated associations between gestational age and blood DNA methylation in children. METHODS: We performed meta-analysis of Illumina’s HumanMethylation450-array associations between gestational age and cord blood DNA methylation in 3648 newborns from 17 cohorts without common pregnancy complications, induced delivery or caesarean section. We also explored associations of gestational age with DNA methylation measured at 4–18 years in additional pediatric cohorts. Follow-up analyses of DNA methylation and gene expression correlations were performed in cord blood. DNA methylation profiles were also explored in tissues relevant for gestational age health effects: fetal brain and lung. RESULTS: We identified 8899 CpGs in cord blood that were associated with gestational age (range 27–42 weeks), at Bonferroni significance, P < 1.06 × 10(− 7), of which 3343 were novel. These were annotated to 4966 genes. After restricting findings to at least three significant adjacent CpGs, we identified 1276 CpGs annotated to 325 genes. Results were generally consistent when analyses were restricted to term births. Cord blood findings tended not to persist into childhood and adolescence. Pathway analyses identified enrichment for biological processes critical to embryonic development. Follow-up of identified genes showed correlations between gestational age and DNA methylation levels in fetal brain and lung tissue, as well as correlation with expression levels. CONCLUSIONS: We identified numerous CpGs differentially methylated in relation to gestational age at birth that appear to reflect fetal developmental processes across tissues. These findings may contribute to understanding mechanisms linking gestational age to health effects.
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spelling pubmed-70501342020-03-11 Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age Merid, Simon Kebede Novoloaca, Alexei Sharp, Gemma C. Küpers, Leanne K. Kho, Alvin T. Roy, Ritu Gao, Lu Annesi-Maesano, Isabella Jain, Pooja Plusquin, Michelle Kogevinas, Manolis Allard, Catherine Vehmeijer, Florianne O. Kazmi, Nabila Salas, Lucas A. Rezwan, Faisal I. Zhang, Hongmei Sebert, Sylvain Czamara, Darina Rifas-Shiman, Sheryl L. Melton, Phillip E. Lawlor, Debbie A. Pershagen, Göran Breton, Carrie V. Huen, Karen Baiz, Nour Gagliardi, Luigi Nawrot, Tim S. Corpeleijn, Eva Perron, Patrice Duijts, Liesbeth Nohr, Ellen Aagaard Bustamante, Mariona Ewart, Susan L. Karmaus, Wilfried Zhao, Shanshan Page, Christian M. Herceg, Zdenko Jarvelin, Marjo-Riitta Lahti, Jari Baccarelli, Andrea A. Anderson, Denise Kachroo, Priyadarshini Relton, Caroline L. Bergström, Anna Eskenazi, Brenda Soomro, Munawar Hussain Vineis, Paolo Snieder, Harold Bouchard, Luigi Jaddoe, Vincent W. Sørensen, Thorkild I. A. Vrijheid, Martine Arshad, S. Hasan Holloway, John W. Håberg, Siri E. Magnus, Per Dwyer, Terence Binder, Elisabeth B. DeMeo, Dawn L. Vonk, Judith M. Newnham, John Tantisira, Kelan G. Kull, Inger Wiemels, Joseph L. Heude, Barbara Sunyer, Jordi Nystad, Wenche Munthe-Kaas, Monica C. Räikkönen, Katri Oken, Emily Huang, Rae-Chi Weiss, Scott T. Antó, Josep Maria Bousquet, Jean Kumar, Ashish Söderhäll, Cilla Almqvist, Catarina Cardenas, Andres Gruzieva, Olena Xu, Cheng-Jian Reese, Sarah E. Kere, Juha Brodin, Petter Solomon, Olivia Wielscher, Matthias Holland, Nina Ghantous, Akram Hivert, Marie-France Felix, Janine F. Koppelman, Gerard H. London, Stephanie J. Melén, Erik Genome Med Research BACKGROUND: Preterm birth and shorter duration of pregnancy are associated with increased morbidity in neonatal and later life. As the epigenome is known to have an important role during fetal development, we investigated associations between gestational age and blood DNA methylation in children. METHODS: We performed meta-analysis of Illumina’s HumanMethylation450-array associations between gestational age and cord blood DNA methylation in 3648 newborns from 17 cohorts without common pregnancy complications, induced delivery or caesarean section. We also explored associations of gestational age with DNA methylation measured at 4–18 years in additional pediatric cohorts. Follow-up analyses of DNA methylation and gene expression correlations were performed in cord blood. DNA methylation profiles were also explored in tissues relevant for gestational age health effects: fetal brain and lung. RESULTS: We identified 8899 CpGs in cord blood that were associated with gestational age (range 27–42 weeks), at Bonferroni significance, P < 1.06 × 10(− 7), of which 3343 were novel. These were annotated to 4966 genes. After restricting findings to at least three significant adjacent CpGs, we identified 1276 CpGs annotated to 325 genes. Results were generally consistent when analyses were restricted to term births. Cord blood findings tended not to persist into childhood and adolescence. Pathway analyses identified enrichment for biological processes critical to embryonic development. Follow-up of identified genes showed correlations between gestational age and DNA methylation levels in fetal brain and lung tissue, as well as correlation with expression levels. CONCLUSIONS: We identified numerous CpGs differentially methylated in relation to gestational age at birth that appear to reflect fetal developmental processes across tissues. These findings may contribute to understanding mechanisms linking gestational age to health effects. BioMed Central 2020-03-02 /pmc/articles/PMC7050134/ /pubmed/32114984 http://dx.doi.org/10.1186/s13073-020-0716-9 Text en © The Author(s). 2020 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Merid, Simon Kebede
Novoloaca, Alexei
Sharp, Gemma C.
Küpers, Leanne K.
Kho, Alvin T.
Roy, Ritu
Gao, Lu
Annesi-Maesano, Isabella
Jain, Pooja
Plusquin, Michelle
Kogevinas, Manolis
Allard, Catherine
Vehmeijer, Florianne O.
Kazmi, Nabila
Salas, Lucas A.
Rezwan, Faisal I.
Zhang, Hongmei
Sebert, Sylvain
Czamara, Darina
Rifas-Shiman, Sheryl L.
Melton, Phillip E.
Lawlor, Debbie A.
Pershagen, Göran
Breton, Carrie V.
Huen, Karen
Baiz, Nour
Gagliardi, Luigi
Nawrot, Tim S.
Corpeleijn, Eva
Perron, Patrice
Duijts, Liesbeth
Nohr, Ellen Aagaard
Bustamante, Mariona
Ewart, Susan L.
Karmaus, Wilfried
Zhao, Shanshan
Page, Christian M.
Herceg, Zdenko
Jarvelin, Marjo-Riitta
Lahti, Jari
Baccarelli, Andrea A.
Anderson, Denise
Kachroo, Priyadarshini
Relton, Caroline L.
Bergström, Anna
Eskenazi, Brenda
Soomro, Munawar Hussain
Vineis, Paolo
Snieder, Harold
Bouchard, Luigi
Jaddoe, Vincent W.
Sørensen, Thorkild I. A.
Vrijheid, Martine
Arshad, S. Hasan
Holloway, John W.
Håberg, Siri E.
Magnus, Per
Dwyer, Terence
Binder, Elisabeth B.
DeMeo, Dawn L.
Vonk, Judith M.
Newnham, John
Tantisira, Kelan G.
Kull, Inger
Wiemels, Joseph L.
Heude, Barbara
Sunyer, Jordi
Nystad, Wenche
Munthe-Kaas, Monica C.
Räikkönen, Katri
Oken, Emily
Huang, Rae-Chi
Weiss, Scott T.
Antó, Josep Maria
Bousquet, Jean
Kumar, Ashish
Söderhäll, Cilla
Almqvist, Catarina
Cardenas, Andres
Gruzieva, Olena
Xu, Cheng-Jian
Reese, Sarah E.
Kere, Juha
Brodin, Petter
Solomon, Olivia
Wielscher, Matthias
Holland, Nina
Ghantous, Akram
Hivert, Marie-France
Felix, Janine F.
Koppelman, Gerard H.
London, Stephanie J.
Melén, Erik
Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age
title Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age
title_full Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age
title_fullStr Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age
title_full_unstemmed Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age
title_short Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age
title_sort epigenome-wide meta-analysis of blood dna methylation in newborns and children identifies numerous loci related to gestational age
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7050134/
https://www.ncbi.nlm.nih.gov/pubmed/32114984
http://dx.doi.org/10.1186/s13073-020-0716-9
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AT xuchengjian epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT reesesarahe epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT kerejuha epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT brodinpetter epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT solomonolivia epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT wielschermatthias epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT hollandnina epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT ghantousakram epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT hivertmariefrance epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT felixjaninef epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT koppelmangerardh epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT londonstephaniej epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage
AT melenerik epigenomewidemetaanalysisofblooddnamethylationinnewbornsandchildrenidentifiesnumerouslocirelatedtogestationalage