Bile acid metabolism is an important function in both host and environmental microorganisms. The existing functional annotations from single source pose limitations on cross-habitat analysis. Our construction of a systematic secondary bile acid production gene catalog encompassing numerous high-quality reference sequences propelled research on bile acid metabolism in the global microbiome, holding significance for the concept of One Health. We further highlighted the potential of the microbiota-secondary bile acid axis as a target for the treatment of hepatic and intestinal diseases, as well as the varying feasibility of using animal models for studying human bile acid metabolism. This gene catalog offers a solid groundwork for investigating microbial bile acid metabolism across different compartments, including humans, animals, plants, and environments, shedding light on the contributions of microorganisms to One Health.
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