在肠道粘膜细菌群落的概念模型中,代谢相互作用形成了新出现的生物膜结构。

IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY npj Biofilms and Microbiomes Pub Date : 2024-10-02 DOI:10.1038/s41522-024-00572-y
Amin Valiei, Andrew Dickson, Javad Aminian-Dehkordi, Mohammad R K Mofrad
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引用次数: 0

摘要

肠道微生物群对人类健康起着重要作用;然而,人们对微生物的结构排列及其分布因素知之甚少。在这项工作中,我们提出了一个基于代理的硅学模型(ABM),从概念上模拟肠道粘膜细菌群落的动态。我们探讨了各种类型的代谢相互作用(包括竞争、中性、共生和互生)如何通过营养消耗和代谢物交换影响群落结构。结果表明,在初始物种丰度不同的情况下,交叉取食会促进物种共存。从形态上看,竞争和中性导致了隔离,而互利和共生则促进了高度混杂。此外,合作关系产生的群落特性对宿主产生的代谢物的选择性吸收几乎不敏感。此外,代谢相互作用对新物种入侵后的定殖成功率有很大影响。这些结果提供了重要的见解,使人们了解到 ABM 在解读复杂的微生物群模式方面的实用性。
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Metabolic interactions shape emergent biofilm structures in a conceptual model of gut mucosal bacterial communities.

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.

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来源期刊
npj Biofilms and Microbiomes
npj Biofilms and Microbiomes Immunology and Microbiology-Microbiology
CiteScore
12.10
自引率
3.30%
发文量
91
审稿时长
9 weeks
期刊介绍: npj Biofilms and Microbiomes is a comprehensive platform that promotes research on biofilms and microbiomes across various scientific disciplines. The journal facilitates cross-disciplinary discussions to enhance our understanding of the biology, ecology, and communal functions of biofilms, populations, and communities. It also focuses on applications in the medical, environmental, and engineering domains. The scope of the journal encompasses all aspects of the field, ranging from cell-cell communication and single cell interactions to the microbiomes of humans, animals, plants, and natural and built environments. The journal also welcomes research on the virome, phageome, mycome, and fungome. It publishes both applied science and theoretical work. As an open access and interdisciplinary journal, its primary goal is to publish significant scientific advancements in microbial biofilms and microbiomes. The journal enables discussions that span multiple disciplines and contributes to our understanding of the social behavior of microbial biofilm populations and communities, and their impact on life, human health, and the environment.
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