Reimann Brigitte, Janssen Bram G, Alfano Rossella, Ghantous Akram, Espín-Pérez Almudena, de Kok Theo M, Saenen Nelly D, Cox Bianca, Robinson Oliver, Chadeau-Hyam Marc, Penders Joris, Herceg Zdenko, Vineis Paolo, Nawrot Tim S, Plusquin Michelle
Centre for Environmental Sciences, University of Hasselt, Hasselt, Belgium.
Epigenetics Group, International Agency for Research on Cancer (IARC), Lyon, France.
Front Genet. 2019 Apr 12;10:325. doi: 10.3389/fgene.2019.00325. eCollection 2019.
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 ENVIRAGE 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 × 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 -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 ( = 0.074, = 0.028), still showing a trend after additional adjustment for maternal and neonatal variables ( = 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 () 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.
线粒体功能障碍似乎在胰岛素抵抗的病因中起关键作用。出生时,线粒体DNA(mtDNA)含量与脐带血中胰岛素水平之间就已建立联系。在本研究中,我们探究了mtDNA含量与胰岛素水平之间关联的共同表观遗传机制,支持这种联系的发育起源。首先,评估了ENVIRAGE出生队列中882名新生儿脐带血胰岛素与mtDNA含量之间的关联。通过定量聚合酶链反应(qPCR)确定脐带血mtDNA含量,同时使用电化学发光免疫分析法测定脐带血胰岛素水平。然后,分别使用Illumina人450K甲基化芯片和安捷伦全人类基因组8×60K微阵列,测定了179名新生儿的脐带血DNA甲基化组和转录组。随后,我们进行了一项针对不同母体和新生儿变量进行调整的全表观基因组关联研究(EWAS)。之后,我们基于P值关注20个最强关联,以分配转录组相关性并使用R包ReactomePA和RDAVIDWebService分配相应途径。在区域水平上,我们使用R中的DMRcate和Bumphunter包检查差异甲基化情况。脐带血mtDNA含量与胰岛素显著相关(P = 0.074,FDR = 0.028),在对母体和新生儿变量进行额外调整后仍呈趋势(P = 0.062)。我们发现与脐带血mtDNA含量和胰岛素水平关联之间共有33条共同途径,包括神经发育、组蛋白修饰、细胞色素P450(CYP)代谢和生物衰老途径。我们进一步鉴定出一个注释为排斥导向分子BMP共受体A(RGMB)的差异甲基化区域(DMR)与脐带血胰岛素以及mtDNA含量相关。以新生儿胰岛素水平和mtDNA含量为代表的早期生命代谢变化可能反映或适应神经发育、组蛋白修饰、CYP代谢和衰老的改变,表明表观遗传编程中的病因起源。出生时代谢激素的变化通过分子改变反映出来,可能会使儿童在以后的生活中易患代谢性疾病。本研究结果可能为后续靶向研究提供重要标志物。