Previous studies have found correlations between the abundances of specific microbes in the gut and gene expression in adjacent host tissue. However, we currently lack an understanding of the specific mechanisms underlying those correlations. Here we address that gap in knowledge by investigating the mechanisms of host-microbiome interactions, specifically with respect to the effect of direct vs. indirect contact on gene expression, as well as identification of the molecules responsible for these changes in gene expression.