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dc.contributor.authorMaitre, L.
dc.contributor.authorBustamante, M.
dc.contributor.authorHernández-Ferrer, C.
dc.contributor.authorThiel, D.
dc.contributor.authorLau, C.-H.E.
dc.contributor.authorSiskos, A.P.
dc.contributor.authorVives-Usano, M.
dc.contributor.authorRuiz-Arenas, C.
dc.contributor.authorPelegrí-Sisó, D.
dc.contributor.authorRobinson, O.
dc.contributor.authorMason, D.
dc.contributor.authorWright, J.
dc.contributor.authorCadiou, S.
dc.contributor.authorSlama, R.
dc.contributor.authorHeude, B.
dc.contributor.authorCasas, M.
dc.contributor.authorSunyer, J.
dc.contributor.authorPapadopoulou, E.Z.
dc.contributor.authorGutzkow, K.B.
dc.contributor.authorAndrusaityte, S.
dc.contributor.authorGrazuleviciene, R.
dc.contributor.authorVafeiadi, M.
dc.contributor.authorChatzi, L.
dc.contributor.authorSakhi, A.K.
dc.contributor.authorThomsen, C.
dc.contributor.authorTamayo, I.
dc.contributor.authorNieuwenhuijsen, M.
dc.contributor.authorUrquiza, J.
dc.contributor.authorBorràs, E.
dc.contributor.authorSabidó, E.
dc.contributor.authorQuintela García, Inés
dc.contributor.authorCarracedo Álvarez, Ángel
dc.contributor.authorEstivill, X.
dc.contributor.authorCoen, M.
dc.contributor.authorGonzález, J.R.
dc.contributor.authorKeun, H.C.
dc.contributor.authorVrijheid, M.
dc.date.accessioned2025-08-26T10:53:43Z
dc.date.available2025-08-26T10:53:43Z
dc.date.issued2022
dc.identifier.citationMaitre L, Bustamante M, Hernández-Ferrer C, Thiel D, Lau C-HE, Siskos AP, et al. Multi-omics signatures of the human early life exposome. Nature Communications. 2022;13(1).
dc.identifier.issn2041-1723
dc.identifier.otherhttps://portalcientifico.sergas.gal/documentos/638bea79840d3a6d9ac83280*
dc.identifier.urihttp://hdl.handle.net/20.500.11940/20732
dc.description.abstractEnvironmental 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.en
dc.description.sponsorshipWe would like to thank all the families for their generous contribution. The study has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 874583 (ATHLETE project). Data were collected as part of the European Community's Seventh Framework Programme (FP7/2007-206) under grant agreement no 308333 (HELIX project). BiB received core infrastructure funding from the Wellcome Trust (WT101597MA) and a joint grant from the UK Medical Research Council (MRC) and Economic and Social Science Research Council (ESRC) (MR/N024397/1). INMA data collections were supported by grants fromthe Instituto de Salud Carlos III, CIBERESP, and the Generalitat de Catalunya-CIRIT. KANC was funded by the grant of the Lithuanian Agency for Science Innovation and Technology (6-04-2014_31V-66). The Norwegian Mother, Father and Child Cohort Study is supported by the Norwegian Ministry of Health and Care Services and the Ministry of Education and Research. The Rhea project was financially supported by European projects (EU FP6-2003-Food-3-NewGeneris, EU FP6. STREP Hiwate, EU FP7 ENV.2007.1.2.2.2. Project No 211250 Escape, EU FP72008-ENV-1.2.1.4 Envirogenomarkers, EU FP7-HEALTH-2009-single stage CHICOS, EU FP7 ENV.2008.1.2.1.6. Proposal No 226285 ENRIECO, EU-FP7-HEALTH-2012 Proposal No 308333 HELIX), and the Greek Ministry of Health (Program of Prevention of obesity and neurodevelopmental disorders in preschool children, in Heraklion district, Crete, Greece: 2011-2014; Rhea Plus: Primary Prevention Program of Environmental Risk Factors for Reproductive Health, and Child Health: 2012-15). ISGlobal acknowledges support from the Spanish Ministry of Science and Innovation through the Centro de Excelencia Severo Ochoa 2019-2023 Program (CEX2018-000806S), and support fromthe Generalitat de Catalunya through the CERCA Program. L.M. is funded by a Juan de la Cierva-Incorporacion fellowship (IJC2018-035394-I) awarded by the Spanish Ministerio de Economia, Industria y Competitividad. M.V.-U. and C.R.-A. were supported by a FI fellowship from the Catalan Government (FI-DGR 2015 and #016FI_B 00272). M. Casas received funding from Instituto Carlos III (Ministry of Economy and Competitiveness) (CD12/00563 and MS16/00128).en
dc.language.isoeng
dc.rightsAtribución 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.titleMulti-omics signatures of the human early life exposome*
dc.typeArticleen
dc.authorsophosMaitre, M. L.
dc.authorsophosBustamante, M.
dc.authorsophosHernández-Ferrer, C.
dc.authorsophosThiel, D.
dc.authorsophosLau, C. H. E.
dc.authorsophosSiskos, A. P.
dc.authorsophosVives-Usano, M.
dc.authorsophosRuiz-Arenas, C.
dc.authorsophosPelegrí-Sisó, D.
dc.authorsophosRobinson, O.
dc.authorsophosMason, D.
dc.authorsophosWright, J.
dc.authorsophosCadiou, S.
dc.authorsophosSlama, R.
dc.authorsophosHeude, B.
dc.authorsophosCasas, M.
dc.authorsophosSunyer, J.
dc.authorsophosPapadopoulou, E. Z.
dc.authorsophosGutzkow, K. B.
dc.authorsophosAndrusaityte, S.
dc.authorsophosGrazuleviciene, R.
dc.authorsophosVafeiadi, M.
dc.authorsophosChatzi, L.
dc.authorsophosSakhi, A. K.
dc.authorsophosThomsen, C.
dc.authorsophosTamayo, I.
dc.authorsophosNieuwenhuijsen, M.
dc.authorsophosUrquiza, J.
dc.authorsophosBorràs, E.
dc.authorsophosSabidó, E.
dc.authorsophosQuintela, I.
dc.authorsophosCarracedo, Á
dc.authorsophosEstivill, X.
dc.authorsophosCoen, M.
dc.authorsophosGonzález, J. R.
dc.authorsophosKeun, H. C.
dc.authorsophosVrijheid
dc.identifier.doi10.1038/s41467-022-34422-2
dc.identifier.sophos638bea79840d3a6d9ac83280
dc.issue.number1
dc.journal.titleNature Communications*
dc.relation.projectIDEuropean Union [874583]; European Community's Seventh Framework Programme (FP7/2007-206) [308333]; Wellcome Trust [WT101597MA]; UK Medical Research Council (MRC); Economic and Social Science Research Council (ESRC) [MR/N024397/1]; Instituto de Salud Carlos III, CIBERESP; Generalitat de Catalunya-CIRIT - Lithuanian Agency for Science Innovation and Technology [6-04-2014_31V-66]; Norwegian Ministry of Health and Care Services; Ministry of Education and Research; European projects [EU FP6-2003-Food-3-NewGeneris]; EU [EU FP7 ENV.2008.1.2.1.6, 226285, EU-FP7-HEALTH-2012]; STREP Hiwate, EU [FP7 ENV.2007.1.2.2.2, 211250, EU FP72008-ENV-1.2.1.4]; Greek Ministry of Health (Program of Prevention of obesity and neurodevelopmental disorders in preschool children) [2012-15]; Spanish Ministry of Science and Innovation through the Centro de Excelencia Severo Ochoa [CEX2018-000806S]; Generalitat de Catalunya through the CERCA Program - Juan de la Cierva-Incorporacion fellowship [IJC2018-035394-I]; Spanish Ministerio de Economia, Industria y Competitividad; FI fellowship from the Catalan Government (FI-DGR) [016FI_B 00272]; Instituto Carlos III (Ministry of Economy and Competitiveness) [CD12/00563, MS16/00128]; Medical Research Council [MR/N024397/1, MR/S019669/1] Funding Source: researchfish
dc.relation.publisherversionhttps://www.nature.com/articles/s41467-022-34422-2.pdfes
dc.rights.accessRightsopenAccess
dc.subject.keywordAS Santiagoes
dc.subject.keywordFPGMXes
dc.subject.keywordIDISes
dc.typefidesArtículo Científico (incluye Original, Original breve, Revisión Sistemática y Meta-análisis)es
dc.typesophosArtículo Originales
dc.volume.number13


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