Although gut microorganisms have been associated with type 2 diabetes, the mechanisms involving specific microbial strains remain unidentified. Now, a comprehensive study has analyzed 8,117 shotgun metagenomes from the USA, Europe, Israel and China, providing cross-population microbial signatures in a strain-resolved manner and new mechanistic insights into type 2 diabetes.