Decoding the role of the arginine dihydrolase pathway in shaping human gut community assembly and health-relevant metabolites.
The arginine dihydrolase pathway (arc operon) provides a metabolic niche by transforming arginine into metabolic byproducts. We investigate the role of the arc operon in probiotic Escherichia coli Nissle 1917 on human gut community assembly and health-relevant metabolite profiles. By stabilizing environmental pH, the arc operon reduces variability in community composition in response to pH perturbations and frequently enhances butyrate production in synthetic communities. We use a tailored machine learning model for microbiomes to predict community assembly in response to variation in initial media pH and arc operon activity. This model uncovers the pH- and arc operon-dependent interactions shaping community assembly. Human gut species display altered colonization dynamics in response to the arc operon in the murine gut. In sum, our framework to quantify the contribution of a specific pathway to microbial community assembly and metabolite production can reveal new engineering strategies. A record of this paper's transparent peer review process is included in the supplemental information.
Duke Scholars
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Related Subject Headings
- Operon
- Mice
- Metabolic Networks and Pathways
- Machine Learning
- Hydrogen-Ion Concentration
- Humans
- Gastrointestinal Microbiome
- Escherichia coli Proteins
- Escherichia coli
- Arginine
Citation
Published In
DOI
EISSN
ISSN
Publication Date
Volume
Issue
Start / End Page
Related Subject Headings
- Operon
- Mice
- Metabolic Networks and Pathways
- Machine Learning
- Hydrogen-Ion Concentration
- Humans
- Gastrointestinal Microbiome
- Escherichia coli Proteins
- Escherichia coli
- Arginine