TY - JOUR
T1 - The Cord Blood Insulin and Mitochondrial DNA Content Related Methylome
AU - Reimann, Brigitte
AU - Janssen, Bram G.
AU - Alfano, Rossella
AU - Ghantous, Akram
AU - Espin-Perez, Almudena
AU - de Kok, Theo M.
AU - Saenen, Nelly D.
AU - Cox, Bianca
AU - Robinson, Oliver
AU - Chadeau-Hyam, Marc
AU - Penders, Joris
AU - Herceg, Zdenko
AU - Vineis, Paolo
AU - Nawrot, Tim S.
AU - Plusquin, Michelle
N1 - Funding Information:
The 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).
Publisher Copyright:
Copyright © 2019 Reimann, Janssen, Alfano, Ghantous, Espín-Pérez, de Kok, Saenen, Cox, Robinson, Chadeau-Hyam, Penders, Herceg, Vineis, Nawrot and Plusquin.
PY - 2019/4/12
Y1 - 2019/4/12
N2 - Mitochondrial 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.
AB - Mitochondrial 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.
KW - insulin
KW - mitochondrial DNA content
KW - epigenome-wide methylation
KW - cord blood insulin levels
KW - mitochondrial dysfunction
KW - differentially methylated regions
KW - DMRs
KW - ENVIRONAGE
KW - REPULSIVE GUIDANCE MOLECULE
KW - GENE-BODY METHYLATION
KW - POSTTRANSCRIPTIONAL REGULATION
KW - CYTOCHROME-P450 2E1
KW - CELLULAR SENESCENCE
KW - DOPAMINE AGONIST
KW - AIR-POLLUTION
KW - RESISTANCE
KW - EXPOSURE
KW - DISEASE
U2 - 10.3389/fgene.2019.00325
DO - 10.3389/fgene.2019.00325
M3 - Article
C2 - 31031804
SN - 1664-8021
VL - 10
SP - 1
EP - 15
JO - Frontiers in Genetics
JF - Frontiers in Genetics
IS - APR
M1 - 325
ER -