Correlations between microbial taxa abundance and cytokine production (e.g., IL-1β, TNFA) in insulin-sensitive subjects, and the lack of these associations in insulin-resistant participants, suggest that insulin resistance may affect interactions between gut microbiome and host cytokines’ release. The gene discussed is IL1B; the disease is Insulin resistance.