Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/30064
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dc.contributor.authorREIMANN, Brigitte-
dc.contributor.authorJANSSEN, Bram-
dc.contributor.authorALFANO, Rossella-
dc.contributor.authorGhantous, Akram-
dc.contributor.authorEspin-Perez, Almudena-
dc.contributor.authorde Koko, Theo M.-
dc.contributor.authorSAENEN, Nelly-
dc.contributor.authorCOX, Bianca-
dc.contributor.authorRobinson, Oliver-
dc.contributor.authorChadeau-Hyam, Marc-
dc.contributor.authorPENDERS, Joris-
dc.contributor.authorHerceg, Zdenko-
dc.contributor.authorVineis, Paolo-
dc.contributor.authorNAWROT, Tim-
dc.contributor.authorPLUSQUIN, Michelle-
dc.date.accessioned2019-12-04T08:36:25Z-
dc.date.available2019-12-04T08:36:25Z-
dc.date.issued2019-
dc.identifier.citationFRONTIERS IN GENETICS, 10 (Art N° 325)-
dc.identifier.urihttp://hdl.handle.net/1942/30064-
dc.description.abstractMitochondrial dysfunction seems to play a key role in the etiology of insulin resistance. At birth, a link has already been established between mitochondrial DNA (mtDNA) content and insulin levels in cord blood. In this study, we explore shared epigenetic mechanisms of the association between mtDNA content and insulin levels, supporting the developmental origins of this link. First, the association between cord blood insulin and mtDNA content in 882 newborns of the ENVIRONAGE birth cohort was assessed. Cord blood mtDNA content was established via qPCR, while cord blood levels of insulin were determined using electrochemiluminescence immunoassays. Then the cord blood DNA methylome and transcriptome were determined in 179 newborns, using the human 450K methylation Illumina and Agilent Whole Human Genome 8 x 60 K microarrays, respectively. Subsequently, we performed an epigenome-wide association study (EWAS) adjusted for different maternal and neonatal variables. Afterward, we focused on the 20 strongest associations based on p-values to assign transcriptomic correlates and allocate corresponding pathways employing the R packages ReactomePA and RDAVIDWebService. On the regional level, we examined differential methylation using the DMRcate and Bumphunter packages in R. Cord blood mtDNA content and insulin were significantly correlated (r = 0.074, p = 0.028), still showing a trend after additional adjustment for maternal and neonatal variables (p = 0.062). We found an overlap of 33 pathways which were in common between the association with cord blood mtDNA content and insulin levels, including pathways of neurodevelopment, histone modification, cytochromes P450 (CYP)-metabolism, and biological aging. We further identified a DMR annotated to Repulsive Guidance Molecule BMP Co-Receptor A (RGMA) linked to cord blood insulin as well as mtDNA content. Metabolic variation in early life represented by neonatal insulin levels and mtDNA content might reflect or accommodate alterations in neurodevelopment, histone modification, CYP-metabolism, and aging, indicating etiological origins in epigenetic programming. Variation in metabolic hormones at birth, reflected by molecular changes, might via these alterations predispose children to metabolic diseases later in life. The results of this study may provide important markers for following targeted studies.-
dc.description.sponsorshipThe ENVIRONAGE birth cohort is supported by grants from the European Research Council (Grant No. ERC-2012-StG310898), the Flemish Scientific Fund (FWO, Grant No. 1516112N/G.0873.11.N.10), and the STOP project (Grant No. 774548-H2020). The laboratory analysis of epigenome-wide DNA methylation was carried out within the scope of the European Commission Seventh Framework program grant EXPOsOMICS (Grant No. 308610-FP7 to PV, ZH, and AG). ZH and AG and the Epigenetics Group at IARC are supported by grants from the Institut National du Cancer (INCa, Plan Cancer-EVA-INSERM, France). BR was financially supported by the University Research Fund (Bijzonder Onderzoeksfonds Universiteit Hasselt).-
dc.language.isoen-
dc.publisherFRONTIERS MEDIA SA-
dc.rights2019 Reimann, Janssen, Alfano, Ghantous, Espín-Pérez, de Kok, Saenen, Cox, Robinson, Chadeau-Hyam, Penders, Herceg, Vineis, Nawrot and Plusquin. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.-
dc.subject.otherinsulin-
dc.subject.othermitochondrial DNA content-
dc.subject.otherepigenome-wide methylation-
dc.subject.othercord blood insulin levels-
dc.subject.othermitochondrial dysfunction-
dc.subject.otherdifferentially methylated regions-
dc.subject.otherDMRs-
dc.subject.otherENVIRONAGE-
dc.titleThe Cord Blood Insulin and Mitochondrial DNA Content Related Methylome-
dc.typeJournal Contribution-
dc.identifier.volume10-
local.format.pages15-
local.bibliographicCitation.jcatA1-
dc.description.notes[Reimann, Brigitte; Janssen, Bram G.; Alfano, Rossella; Saenen, Nelly D.; Cox, Bianca; Nawrot, Tim S.; Plusquin, Michelle] Univ Hasselt, Ctr Environm Sci, Hasselt, Belgium. [Ghantous, Akram; Herceg, Zdenko] IARC, Epigenet Grp, Lyon, France. [Espin-Perez, Almudena] Stanford Univ, Dept Biomed Informat Res, Stanford, CA 94305 USA. [de Koko, Theo M.] Maastricht Univ, GROW Sch Oncol & Dev Biol, Dept Toxicogen, Maastricht, Netherlands. [Robinson, Oliver; Chadeau-Hyam, Marc; Vineis, Paolo; Plusquin, Michelle] Imperial Coll London, Dept Epidemiol & Biostat, Sch Publ Hlth, London, England. [Robinson, Oliver; Chadeau-Hyam, Marc; Vineis, Paolo; Plusquin, Michelle] Imperial Coll London, Hlth Protect Agcy Ctr Environm & Hlth, Med Res Council, London, England. [Chadeau-Hyam, Marc] Univ Utrecht, IRAS, Div Environm Epidemiol, Utrecht, Netherlands. [Penders, Joris] East Limburg Hosp, Lab Clin Biol, Genk, Belgium. [Vineis, Paolo] IIGM, Turin, Italy. [Nawrot, Tim S.] Katholieke Univ Leuven, Sch Publ Hlth Occupat & Environm Med, Leuven, Belgium.-
local.publisher.placeLAUSANNE-
local.type.refereedRefereed-
local.type.specifiedArticle-
local.bibliographicCitation.artnr325-
dc.identifier.doi10.3389/fgene.2019.00325-
dc.identifier.isi000464465100002-
item.validationecoom 2020-
item.contributorREIMANN, Brigitte-
item.contributorJANSSEN, Bram-
item.contributorALFANO, Rossella-
item.contributorGhantous, Akram-
item.contributorEspin-Perez, Almudena-
item.contributorde Koko, Theo M.-
item.contributorSAENEN, Nelly-
item.contributorCOX, Bianca-
item.contributorRobinson, Oliver-
item.contributorChadeau-Hyam, Marc-
item.contributorPENDERS, Joris-
item.contributorHerceg, Zdenko-
item.contributorVineis, Paolo-
item.contributorNAWROT, Tim-
item.contributorPLUSQUIN, Michelle-
item.accessRightsOpen Access-
item.fullcitationREIMANN, Brigitte; JANSSEN, Bram; ALFANO, Rossella; Ghantous, Akram; Espin-Perez, Almudena; de Koko, Theo M.; SAENEN, Nelly; COX, Bianca; Robinson, Oliver; Chadeau-Hyam, Marc; PENDERS, Joris; Herceg, Zdenko; Vineis, Paolo; NAWROT, Tim & PLUSQUIN, Michelle (2019) The Cord Blood Insulin and Mitochondrial DNA Content Related Methylome. In: FRONTIERS IN GENETICS, 10 (Art N° 325).-
item.fulltextWith Fulltext-
crisitem.journal.eissn1664-8021-
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