Demirkan Ayşe, van Dongen Jenny, Finnicum Casey T, Westra Harm-Jan, Jankipersadsing Soesma, Willemsen Gonneke, Ijzerman Richard G, Boomsma Dorret I, Ehli Erik A, Bonder Marc Jan, Fu Jingyuan, Franke Lude, Wijmenga Cisca, de Geus Eco J C, Kurilshikov Alexander, Zhernakova Alexandra
Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
Department of Clinical and Experimental Medicine, Section of Statistical Multi-omics, School of Biosciences and Medicine & People-Centered AI institute University of Surrey, Guildford, United Kingdom.
BMC Genomics. 2024 Dec 19;25(1):1224. doi: 10.1186/s12864-024-11136-x.
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 (P = 3.21 × 10) and cg12234533 (P = 4.29 × 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.
微生物群影响人体多个系统,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的基因甲基化与通过16S rRNA基因测序分析的常见肠道细菌丰度之间的关系:生命线深度研究(LLD,n = 616,发现队列)和荷兰双胞胎登记册(NTR,n = 296,复制队列)。在LLD中,我们还使用鸟枪法宏基因组测序生成的数据(n = 683)探索了微生物途径。两个队列中的甲基化均使用Illumina 450K芯片在血液样本中进行分析。发现和复制分析确定了与埃格特菌属相关的两个独立的CpG:cg16586104(P = 3.21×10)和cg12234533(P = 4.29×10)。我们还表明,微生物群可以介导环境因素对宿主基因甲基化的影响。在这项将表观基因组与微生物群联系起来的首次关联研究中,我们发现并复制了两个CpG与埃格特菌属丰度之间的关联,并确定微生物群是暴露组的一个介导因素。这些关联是观察性的,建议在更大规模的纵向研究中进一步调查。