Novel insights into the genetic architecture and mechanisms of host/microbiome interactions from a multi-cohort analysis of outbred laboratory rats
Hélène TonneléiD, Denghui CheniD, Felipe Morillo, Jorge Garcia-CallejaiD, Apurva S. ChitreiD, Benjamin B. JohnsoniD, Thiago Missfeldt SanchesiD, Riyan ChengiD, Marc Jan BonderiD, Antonio GonzáleziD, Tomasz KościółekiD, Anthony M. George, Wenyan HaniD, Katie HolliD, Aidan P. Horvath, Keita IshiwariiD, Christopher P. KingiD, Alexander C. LamparelliiD, Connor D. MartiniD, Ángel García-MartíneziD, Alesa H. NetzleyiD, Jordan A. Tripi, Tengfei WangiD, Elena BoschiD, Peter A. DorisiD, , Amelie BaudiD
Abstract
The intestinal microbiome influences health and disease. Its composition is affected by host genetics and environmental exposures. Understanding host genetic effects is critical but challenging in humans, due to the difficulty of detecting, mapping and interpreting them. To address this, we analysed host genetic effects in four cohorts of outbred laboratory rats exposed to distinct but controlled environments. We found that polygenic host genetic effects were consistent across environments. We identified three replicated microbiome-associated loci, one of which involved a sialyltransferase gene and Paraprevotella. We found a similar association in a human cohort, between ST6GAL1 and Paraprevotella, both of which have been linked with immune and infectious diseases. Moreover, we found evidence of indirect genetic effects on microbiome phenotypes, which substantially increased their total genetic variance. Finally, we identified a novel mechanism whereby indirect genetic effects can contribute to "missing heritability".
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