TY - JOUR
T1 - Linking the gut microbiome to host DNA methylation by a discovery and replication epigenome-wide association study
AU - Demirkan, Ayşe
AU - van Dongen, Jenny
AU - Finnicum, Casey T.
AU - Westra, Harm Jan
AU - Jankipersadsing, Soesma
AU - Willemsen, Gonneke
AU - IJzerman, Richard G.
AU - Boomsma, Dorret I.
AU - Ehli, Erik A.
AU - Bonder, Marc Jan
AU - Fu, Jingyuan
AU - Franke, Lude
AU - Wijmenga, Cisca
AU - de Geus, Eco J.C.
AU - Kurilshikov, Alexander
AU - Zhernakova, Alexandra
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024/12/19
Y1 - 2024/12/19
N2 - 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.
AB - 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.
KW - 16s rRNA
KW - DNA methylation
KW - Gut microbiome
KW - Host gene methylation
KW - Shotgun-metagenomics
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U2 - 10.1186/s12864-024-11136-x
DO - 10.1186/s12864-024-11136-x
M3 - Article
C2 - 39702006
AN - SCOPUS:85212516284
SN - 1471-2164
VL - 25
JO - BMC Genomics
JF - BMC Genomics
IS - 1
M1 - 1224
ER -