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dc.date.accessioned2022-02-12T18:46:30Z
dc.date.available2022-02-12T18:46:30Z
dc.date.created2021-09-20T12:01:21Z
dc.date.issued2021
dc.identifier.citationWeyde, Kjell Vegard Fjeldheim Olsen, Ann-Karin Hardie Duale, Nur Kamstra, Jorke Skogheim, Thea Steen Caspersen, Ida Henriette Engel, Stephanie M. Biele, Guido Xia, Yankai Meltzer, Helle Margrete Aase, Heidi Villanger, Gro Dehli . Gestational blood levels of toxic metal and essential element mixtures and associations with global DNA methylation in pregnant women and their infants. Science of the Total Environment. 2021, 787, 1-19
dc.identifier.urihttp://hdl.handle.net/10852/90864
dc.description.abstractBackground Pregnant women and their fetuses are exposed to multiple toxic metals that together with variations in essential element levels may alter epigenetic regulation, such as DNA methylation. Objectives The aim of the study was to investigate the associations between gestational levels of toxic metals and essential elements and mixtures thereof, with global DNA methylation levels in pregnant women and their newborn children. Methods Using 631 mother-child pairs from a prospective birth cohort (The Norwegian Mother, Father and Child Cohort Study), we measured maternal blood concentration (gestation week ~18) of five toxic metals and seven essential elements. We investigated associations as individual exposures and two-way interactions, using elastic net regression, and total mixture, using quantile g-computation, with blood levels of 5-methylcytocine (5mC) and 5-hydroxymethylcytosine (5hmC) in mothers during pregnancy and their newborn children (cord blood). Multiple testing was adjusted for using the Benjamini and Hochberg false discovery rate (FDR) approach. Results The most sensitive marker of DNA methylation appeared to be 5mC levels. In pregnant mothers, elastic net regression indicated associations between 5mC and selenium and lead (non-linear), while in newborns results indicated relationships between maternal selenium, cobalt (non-linear) and mercury and 5mC, as well as copper (non-linear) and 5hmC levels. Several possible two-way interactions were identified (e.g. arsenic and mercury, and selenium and maternal smoking in newborns). None of these findings met the FDR threshold for multiple testing. No net effect was observed in the joint (mixture) exposure-approach using quantile g-computation. Conclusion We identified few associations between gestational levels of several toxic metals and essential elements and global DNA methylation in pregnant mothers and their newborn children. As DNA methylation dysregulation might be a key mechanism in disease development and thus of high importance for public health, our results should be considered as important candidates to investigate in future studies.
dc.languageEN
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.titleGestational blood levels of toxic metal and essential element mixtures and associations with global DNA methylation in pregnant women and their infants
dc.typeJournal article
dc.creator.authorWeyde, Kjell Vegard Fjeldheim
dc.creator.authorOlsen, Ann-Karin Hardie
dc.creator.authorDuale, Nur
dc.creator.authorKamstra, Jorke
dc.creator.authorSkogheim, Thea Steen
dc.creator.authorCaspersen, Ida Henriette
dc.creator.authorEngel, Stephanie M.
dc.creator.authorBiele, Guido
dc.creator.authorXia, Yankai
dc.creator.authorMeltzer, Helle Margrete
dc.creator.authorAase, Heidi
dc.creator.authorVillanger, Gro Dehli
cristin.unitcode185,17,5,6
cristin.unitnameMetode, arbeids-, kultur- og sosialpsyk
cristin.ispublishedtrue
cristin.fulltextoriginal
cristin.qualitycode2
dc.identifier.cristin1935946
dc.identifier.bibliographiccitationinfo:ofi/fmt:kev:mtx:ctx&ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=Science of the Total Environment&rft.volume=787&rft.spage=1&rft.date=2021
dc.identifier.jtitleScience of the Total Environment
dc.identifier.volume787
dc.identifier.doihttps://doi.org/10.1016/j.scitotenv.2021.147621
dc.identifier.urnURN:NBN:no-93472
dc.type.documentTidsskriftartikkel
dc.type.peerreviewedPeer reviewed
dc.source.issn0048-9697
dc.identifier.fulltextFulltext https://www.duo.uio.no/bitstream/handle/10852/90864/1/Weyde_2021_Ges.pdf
dc.type.versionPublishedVersion
cristin.articleid147621
dc.relation.projectNFR/223268
dc.relation.projectNFR/267984


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