Researchers used a new covariance-based method, MANOCCA, to map how environmental factors like age, sex, smoking, and BMI shape bacterial co-abundance in the healthy gut microbiome. The study revealed that key microbial interactions cluster in a few core families and that MANOCCA predicts host traits more accurately than standard models.