Shapiro et al. review how microbial signals modulate immune responses across tissues to regulate metabolic homeostasis and cardiometabolic diseases. They discuss mechanisms linking the microbiome, immunity, and tissue function and present emerging microbiome-based interventions for disease prevention and treatment.