Ayşe Demirkan, Jenny van Dongen, Casey T Finnicum, Harm-Jan Westra, Soesma Jankipersadsing, Gonneke Willemsen, Richard G Ijzerman, Dorret I Boomsma, Erik A Ehli, Marc Jan Bonder, Jingyuan Fu, Lude Franke, Cisca Wijmenga, Eco J C de Geus, Alexander Kurilshikov, Alexandra Zhernakova
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引用次数: 0
摘要
微生物组影响人体多个系统,但其对基因甲基化的影响尚不清楚。我们在两个基于人群的荷兰队列中研究了血液中基因甲基化与16s rRNA基因测序所描述的常见肠道细菌丰度之间的关系:生命线-深度(LLD, n = 616,发现)和荷兰双胞胎登记(NTR, n = 296,复制)。在LLD中,我们还利用霰弹枪宏基因组测序产生的数据探索了微生物途径(n = 683)。使用Illumina 450K阵列对两个队列的血液样本进行甲基化分析。发现和复制分析鉴定出两个与蛋菌属相关的独立CpGs: cg16586104 (pmeta分析= 3.21 × 10-11)和cg12234533 (pmeta分析= 4.29 × 10-10)。我们还发现微生物组可以介导环境因素对宿主基因甲基化的影响。在这首个将表观基因组与微生物组联系起来的关联研究中,我们发现并复制了两个CpGs与蛋菌属丰度的关联,并确定了微生物组是暴露体的中介。这些关联是观察性的,建议在更大的纵向设置中进一步调查。
Linking the gut microbiome to host DNA methylation by a discovery and replication epigenome-wide association study.
Microbiome influences multiple human systems, but its effects on gene methylation is unknown. We investigated the relations between gene methylation in blood and the abundance of common gut bacteria profiled by 16s rRNA gene sequencing in two population-based Dutch cohorts: LifeLines-Deep (LLD, n = 616, discovery) and the Netherlands Twin Register (NTR, n = 296, replication). In LLD, we also explored microbial pathways using data generated by shotgun metagenomic sequencing (n = 683). Methylation in both cohorts was profiled in blood samples using the Illumina 450K array. Discovery and replication analysis identified two independent CpGs associated with the genus Eggerthella: cg16586104 (Pmeta-analysis = 3.21 × 10-11) and cg12234533 (Pmeta-analysis = 4.29 × 10-10). We also show that microbiome can mediate the effect of environmental factors on host gene methylation. In this first association study linking epigenome to microbiome, we found and replicated the associations of two CpGs to the abundance of genus Eggerthella and identified microbiome as a mediator of the exposome. These associations are observational and suggest further investigation in larger and longitudinal set-ups.
期刊介绍:
BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics.
BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.