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Metabolic Modeling of Microbial Community Interactions for Health Environmental and Biotechnological Applications

机译:用于健康环境和生物技术应用的微生物群落相互作用的代谢模型

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摘要

In nature, microbes do not exist in isolation but co-exist in a variety of ecological and biological environments and on various host organisms. Due to their close proximity, these microbes interact among themselves, and also with the hosts in both positive and negative manners. Moreover, these interactions may modulate dynamically upon external stimulus as well as internal community changes. This demands systematic techniques such as mathematical modeling to understand the intrinsic community behavior. Here, we reviewed various approaches for metabolic modeling of microbial communities. If detailed species-specific information is available, segregated models of individual organisms can be constructed and connected via metabolite exchanges; otherwise, the community may be represented as a lumped network of metabolic reactions. The constructed models can then be simulated to help fill knowledge gaps, and generate testable hypotheses for designing new experiments. More importantly, such community models have been developed to study microbial interactions in various niches such as host microbiome, biogeochemical and bioremediation, waste water treatment and synthetic consortia. As such, the metabolic modeling efforts have allowed us to gain new insights into the natural and synthetic microbial communities, and design interventions to achieve specific goals. Finally, potential directions for future development in metabolic modeling of microbial communities were also discussed.
机译:在自然界中,微生物并不是孤立存在的,而是共存于各种生态和生物环境中以及各种宿主生物上。由于它们的亲密关系,这些微生物彼此之间以及与宿主之间也以正反两种方式相互作用。而且,这些相互作用可以根据外部刺激以及内部社区的变化而动态地调节。这就需要系统的技术(例如数学建模)来理解内在的社区行为。在这里,我们回顾了微生物群落代谢建模的各种方法。如果可以获得详细的物种特定信息,则可以建立单个生物的分离模型,并通过代谢物交换建立联系;否则,社区可以表示为新陈代谢反应的集总网络。然后可以对构建的模型进行仿真,以帮助填补知识空白,并生成可检验的假设以设计新的实验。更重要的是,已经开发出了这种群落模型来研究各种生态位中的微生物相互作用,例如宿主微生物组,生物地球化学和生物修复,废水处理和合成财团。因此,代谢建模工作使我们获得了对天然和合成微生物群落的新见解,并设计了干预措施以实现特定目标。最后,还讨论了微生物群落代谢模型未来发展的潜在方向。

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