Microbiome studies are easy to generate and hard to interpret. The gap between association and mechanism is where most of the field is stuck. This month’s First Friday Microbiome Seminar leans directly into that gap, with work that ties microbial features to host biology and disease risk in a way that is testable and predictive. If you care about moving past descriptive results, this is the conversation to be in.