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author Maitre, Léa
Bustamante, Mariona
Hernández-Ferrer, Carles
Thiel, Denise
Lau, Chung-Ho E.
Siskos, Alexandros P.
Vives-Usano, Marta
Ruiz-Arenas, Carlos
Pelegrí-Sisó, Dolors
Robinson, Oliver
Mason, Dan
Wright, John
Cadiou, Solène
Slama, Rémy
Heude, Barbara
Casas, Maribel
Sunyer, Jordi
Papadopoulou, Eleni Z.
Gutzkow, Kristine B.
Andrusaityte, Sandra
Grazuleviciene, Regina
Vafeiadi, Marina
Chatzi, Leda
Sakhi, Amrit K.
Thomsen, Cathrine
Tamayo, Ibon
Nieuwenhuijsen, Mark
Urquiza, Jose
Borràs, Eva
Sabidó, Eduard
Quintela, Inés
Carracedo, Ángel
Estivill, Xavier
Coen, Muireann
González, Juan R.
Keun, Hector C.
Vrijheid, Martine
author_facet Maitre, Léa
Bustamante, Mariona
Hernández-Ferrer, Carles
Thiel, Denise
Lau, Chung-Ho E.
Siskos, Alexandros P.
Vives-Usano, Marta
Ruiz-Arenas, Carlos
Pelegrí-Sisó, Dolors
Robinson, Oliver
Mason, Dan
Wright, John
Cadiou, Solène
Slama, Rémy
Heude, Barbara
Casas, Maribel
Sunyer, Jordi
Papadopoulou, Eleni Z.
Gutzkow, Kristine B.
Andrusaityte, Sandra
Grazuleviciene, Regina
Vafeiadi, Marina
Chatzi, Leda
Sakhi, Amrit K.
Thomsen, Cathrine
Tamayo, Ibon
Nieuwenhuijsen, Mark
Urquiza, Jose
Borràs, Eva
Sabidó, Eduard
Quintela, Inés
Carracedo, Ángel
Estivill, Xavier
Coen, Muireann
González, Juan R.
Keun, Hector C.
Vrijheid, Martine
author_sort Maitre, Léa
collection PubMed
description Environmental exposures during early life play a critical role in life-course health, yet the molecular phenotypes underlying environmental effects on health are poorly understood. In the Human Early Life Exposome (HELIX) project, a multi-centre cohort of 1301 mother-child pairs, we associate individual exposomes consisting of >100 chemical, outdoor, social and lifestyle exposures assessed in pregnancy and childhood, with multi-omics profiles (methylome, transcriptome, proteins and metabolites) in childhood. We identify 1170 associations, 249 in pregnancy and 921 in childhood, which reveal potential biological responses and sources of exposure. Pregnancy exposures, including maternal smoking, cadmium and molybdenum, are predominantly associated with child DNA methylation changes. In contrast, childhood exposures are associated with features across all omics layers, most frequently the serum metabolome, revealing signatures for diet, toxic chemical compounds, essential trace elements, and weather conditions, among others. Our comprehensive and unique resource of all associations (https://helixomics.isglobal.org/) will serve to guide future investigation into the biological imprints of the early life exposome.
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spelling pubmed-96789032022-11-23 Multi-omics signatures of the human early life exposome Maitre, Léa Bustamante, Mariona Hernández-Ferrer, Carles Thiel, Denise Lau, Chung-Ho E. Siskos, Alexandros P. Vives-Usano, Marta Ruiz-Arenas, Carlos Pelegrí-Sisó, Dolors Robinson, Oliver Mason, Dan Wright, John Cadiou, Solène Slama, Rémy Heude, Barbara Casas, Maribel Sunyer, Jordi Papadopoulou, Eleni Z. Gutzkow, Kristine B. Andrusaityte, Sandra Grazuleviciene, Regina Vafeiadi, Marina Chatzi, Leda Sakhi, Amrit K. Thomsen, Cathrine Tamayo, Ibon Nieuwenhuijsen, Mark Urquiza, Jose Borràs, Eva Sabidó, Eduard Quintela, Inés Carracedo, Ángel Estivill, Xavier Coen, Muireann González, Juan R. Keun, Hector C. Vrijheid, Martine Nat Commun Article Environmental exposures during early life play a critical role in life-course health, yet the molecular phenotypes underlying environmental effects on health are poorly understood. In the Human Early Life Exposome (HELIX) project, a multi-centre cohort of 1301 mother-child pairs, we associate individual exposomes consisting of >100 chemical, outdoor, social and lifestyle exposures assessed in pregnancy and childhood, with multi-omics profiles (methylome, transcriptome, proteins and metabolites) in childhood. We identify 1170 associations, 249 in pregnancy and 921 in childhood, which reveal potential biological responses and sources of exposure. Pregnancy exposures, including maternal smoking, cadmium and molybdenum, are predominantly associated with child DNA methylation changes. In contrast, childhood exposures are associated with features across all omics layers, most frequently the serum metabolome, revealing signatures for diet, toxic chemical compounds, essential trace elements, and weather conditions, among others. Our comprehensive and unique resource of all associations (https://helixomics.isglobal.org/) will serve to guide future investigation into the biological imprints of the early life exposome. Nature Publishing Group UK 2022-11-21 /pmc/articles/PMC9678903/ /pubmed/36411288 http://dx.doi.org/10.1038/s41467-022-34422-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Maitre, Léa
Bustamante, Mariona
Hernández-Ferrer, Carles
Thiel, Denise
Lau, Chung-Ho E.
Siskos, Alexandros P.
Vives-Usano, Marta
Ruiz-Arenas, Carlos
Pelegrí-Sisó, Dolors
Robinson, Oliver
Mason, Dan
Wright, John
Cadiou, Solène
Slama, Rémy
Heude, Barbara
Casas, Maribel
Sunyer, Jordi
Papadopoulou, Eleni Z.
Gutzkow, Kristine B.
Andrusaityte, Sandra
Grazuleviciene, Regina
Vafeiadi, Marina
Chatzi, Leda
Sakhi, Amrit K.
Thomsen, Cathrine
Tamayo, Ibon
Nieuwenhuijsen, Mark
Urquiza, Jose
Borràs, Eva
Sabidó, Eduard
Quintela, Inés
Carracedo, Ángel
Estivill, Xavier
Coen, Muireann
González, Juan R.
Keun, Hector C.
Vrijheid, Martine
Multi-omics signatures of the human early life exposome
title Multi-omics signatures of the human early life exposome
title_full Multi-omics signatures of the human early life exposome
title_fullStr Multi-omics signatures of the human early life exposome
title_full_unstemmed Multi-omics signatures of the human early life exposome
title_short Multi-omics signatures of the human early life exposome
title_sort multi-omics signatures of the human early life exposome
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678903/
https://www.ncbi.nlm.nih.gov/pubmed/36411288
http://dx.doi.org/10.1038/s41467-022-34422-2
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