TY - JOUR
T1 - Effect of host genetics on the gut microbiome in 7,738 participants of the Dutch Microbiome Project
AU - Lopera-Maya, Esteban A
AU - Kurilshikov, Alexander
AU - van der Graaf, Adriaan
AU - Hu, Shixian
AU - Lifelines Cohort Study
AU - Andreu-Sánchez, Sergio
AU - Chen, Lianmin
AU - Vila, Arnau Vich
AU - Gacesa, Ranko
AU - Sinha, Trishla
AU - Collij, Valerie
AU - Klaassen, Marjolein A Y
AU - Bolte, Laura A
AU - Brandao Gois, Milla F
AU - Neerincx, Pieter B T
AU - Swertz, Morris A
AU - Harmsen, Hermie J M
AU - Wijmenga, Cisca
AU - Fu, Jingyuan
AU - Weersma, Rinse K
AU - Zhernakova, Alexandra
AU - Sanna, Serena
AU - Deelen, Patrick
AU - Franke, Lude
AU - Kuivenhoven, Jan Albert
AU - Nolte, Ilja M.
AU - Snieder, Harold
AU - Vonk, Judith M.
N1 - © 2022. The Author(s), under exclusive licence to Springer Nature America, Inc.
PY - 2022/2
Y1 - 2022/2
N2 - Host genetics are known to influence the gut microbiome, yet their role remains poorly understood. To robustly characterize these effects, we performed a genome-wide association study of 207 taxa and 205 pathways representing microbial composition and function in 7,738 participants of the Dutch Microbiome Project. Two robust, study-wide significant (P < 1.89 × 10-10) signals near the LCT and ABO genes were found to be associated with multiple microbial taxa and pathways and were replicated in two independent cohorts. The LCT locus associations seemed modulated by lactose intake, whereas those at ABO could be explained by participant secretor status determined by their FUT2 genotype. Twenty-two other loci showed suggestive evidence (P < 5 × 10-8) of association with microbial taxa and pathways. At a more lenient threshold, the number of loci we identified strongly correlated with trait heritability, suggesting that much larger sample sizes are needed to elucidate the remaining effects of host genetics on the gut microbiome.
AB - Host genetics are known to influence the gut microbiome, yet their role remains poorly understood. To robustly characterize these effects, we performed a genome-wide association study of 207 taxa and 205 pathways representing microbial composition and function in 7,738 participants of the Dutch Microbiome Project. Two robust, study-wide significant (P < 1.89 × 10-10) signals near the LCT and ABO genes were found to be associated with multiple microbial taxa and pathways and were replicated in two independent cohorts. The LCT locus associations seemed modulated by lactose intake, whereas those at ABO could be explained by participant secretor status determined by their FUT2 genotype. Twenty-two other loci showed suggestive evidence (P < 5 × 10-8) of association with microbial taxa and pathways. At a more lenient threshold, the number of loci we identified strongly correlated with trait heritability, suggesting that much larger sample sizes are needed to elucidate the remaining effects of host genetics on the gut microbiome.
U2 - 10.1038/s41588-021-00992-y
DO - 10.1038/s41588-021-00992-y
M3 - Article
C2 - 35115690
SN - 1061-4036
VL - 54
SP - 143
EP - 151
JO - Nature genetics
JF - Nature genetics
ER -