Almond Mushroom, ABM · 2024 · Research Article
Medium relevanceMetabolic interactions shape emergent biofilm structures in a conceptual model of gut mucosal bacterial communities.
Agaricus blazei
Key points
- The gut microbiome plays a major role in human health; however, little is known about the structural arrangement of microbes and factors governing their distribution
- In this work, we present an in silico agent-based model (ABM) to conceptually simulate the dynamics of gut mucosal bacterial communities
- Results showed that, across scenarios with different initial species abundances, cross-feeding promotes species coexistence
- Morphologically, competition and neutralism resulted in segregation, while mutualism and commensalism fostered high intermixing
- In addition, cooperative relations resulted in community properties with little sensitivity to the selective uptake of metabolites produced by the host
- These results provide important insights into the utility of ABM in deciphering complex microbiome patterns
Metadata-grounded summary
Citation abstract
The gut microbiome plays a major role in human health; however, little is known about the structural arrangement of microbes and factors governing their distribution. In this work, we present an in silico agent-based model (ABM) to conceptually simulate the dynamics of gut mucosal bacterial communities. We explored how various types of metabolic interactions, including competition, neutralism, commensalism, and mutualism, affect community structure, through nutrient consumption and metabolite exchange. Results showed that, across scenarios with different initial species abundances, cross-feeding promotes species coexistence. Morphologically, competition and neutralism resulted in segregation, while mutualism and commensalism fostered high intermixing. In addition, cooperative relations resulted in community properties with little sensitivity to the selective uptake of metabolites produced by the host. Moreover, metabolic interactions strongly influenced colonization success following the invasion of newcomer species. These results provide important insights into the utility of ABM in deciphering complex microbiome patterns.
Citation
Valiei A, Dickson A, Aminian-Dehkordi J, Mofrad MRK (2024). Metabolic interactions shape emergent biofilm structures in a conceptual model of gut mucosal bacterial communities. NPJ biofilms and microbiomes https://doi.org/10.1038/s41522-024-00572-y PMID: 39358363
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