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Constraint-based stoichiometric modelling from single organisms to microbial communities

机译:从单一生物到微生物群落的基于约束的化学计量模型

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摘要

Microbial communities are ubiquitously found in Nature and have direct implications for the environment, human health and biotechnology. The species composition and overall function of microbial communities are largely shaped by metabolic interactions such as competition for resources and cross-feeding. Although considerable scientific progress has been made towards mapping and modelling species-level metabolism, elucidating the metabolic exchanges between microorganisms and steering the community dynamics remain an enormous scientific challenge. In view of the complexity, computational models of microbial communities are essential to obtain systems-level understanding of ecosystem functioning. This review discusses the applications and limitations of constraint-based stoichiometric modelling tools, and in particular flux balance analysis (FBA). We explain this approach from first principles and identify the challenges one faces when extending it to communities, and discuss the approaches used in the field in view of these challenges. We distinguish between steady-state and dynamic FBA approaches extended to communities. We conclude that much progress has been made, but many of the challenges are still open.
机译:在自然界中无处不在的微生物群落,对环境,人类健康和生物技术有着直接的影响。微生物群落的物种组成和整体功能在很大程度上受代谢相互作用(例如争夺资源和交叉喂养)的影响。尽管在绘制和建模物种水平的代谢方面已经取得了相当大的科学进展,但是阐明微生物之间的代谢交换和控制群落动态仍然是一项巨大的科学挑战。考虑到复杂性,微生物群落的计算模型对于获得系统级对生态系统功能的理解至关重要。这篇综述讨论了基于约束的化学计量建模工具的应用和局限性,尤其是通量平衡分析(FBA)。我们从第一条原则解释这种方法,并确定将其扩展到社区时面临的挑战,并针对这些挑战讨论本领域中使用的方法。我们区分稳态和动态FBA方法扩展到社区。我们得出结论,已经取得了很大进展,但是许多挑战仍然存在。

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