Summary Paragraph
Gut microbiota may work as an essential organ and its members interact closely with each other and form a higher-level organization called guilds. How such guild-level structure supports the gut microbiota to stably provide essential health-relevant functions to the host remains elusive. With high quality metagenome-assembled genomes as network nodes, here we identified a core microbiome signature made up of two robust competing guilds that together correlate with a wide range of host health conditions. Genomes in these two guilds kept their ecological relationship unchanged despite experiencing profound abundance changes during a 3-month high fiber intervention and 1-year follow-up in patients with type 2 diabetes. The genomes of one guild harbored more genes for plant polysaccharide degradation and butyrate production, while the other guild had more genes for virulence or antibiotic resistance. A Random Forest regression model showed that the abundance distributions of these genomes were associated with 41 out of 43 bio-clinical parameters in the study cohort. With these genomes as reference, Random Forest modeling successfully classified case and control of 8 chronic diseases in 12 independent metagenomic datasets from 1,816 participants across ethnicity and geography. This core microbiome signature may facilitate ecological management of chronic diseases.
Competing Interest Statement
Liping Zhao is a co-founder of Notitia Biotechnologies Company.
Footnotes
↵* co-first author