高度优化的代谢网络的全球组织。

R Tanaka, M Csete, J Doyle
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引用次数: 53

摘要

对复杂代谢网络的全球组织进行高层次、精确的数学描述,对于理解代谢网络的全球结构、解释和整合大量生物数据(序列、各种组学)以及最终合理设计疾病过程的治疗方法是必要的。代谢网络是高度组织的,可以有效地执行其功能,同时耐受环境的广泛变化。这些网络受到物理要求的限制(例如能量守恒、氧化还原和小部分),但也非常健壮和易进化。作者使用众所周知的细菌代谢网络的化学计量特征来演示网络结构如何促进这种能力,并开发了一个最小的抽象代谢,它包含了化学计量的已知特征,并尊重酶和反应的限制。该模型表明,基本功能和约束驱动了鲁棒性和脆弱性之间的权衡,以及整个网络的大规模结构和组织,特别是高可变性。作者强调,环境施加的特定领域的约束和权衡是形成化学计量学的重要因素。重要的是,这些高度有组织的权衡和容忍的结果是一个具有高度结构化的模块化的体系结构,这种模块化是自不同的,并且具有丰富的规模。
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Highly optimised global organisation of metabolic networks.

High-level, mathematically precise descriptions of the global organisation of complex metabolic networks are necessary for understanding the global structure of metabolic networks, the interpretation and integration of large amounts of biologic data (sequences, various -omics) and ultimately for rational design of therapies for disease processes. Metabolic networks are highly organised to execute their function efficiently while tolerating wide variation in their environment. These networks are constrained by physical requirements (e.g. conservation of energy, redox and small moieties) but are also remarkably robust and evolvable. The authors use well-known features of the stoichiometry of bacterial metabolic networks to demonstrate how network architecture facilitates such capabilities, and to develop a minimal abstract metabolism which incorporates the known features of the stoichiometry and respects the constraints on enzymes and reactions. This model shows that the essential functionality and constraints drive the tradeoffs between robustness and fragility, as well as the large-scale structure and organisation of the whole network, particularly high variability. The authors emphasise how domain-specific constraints and tradeoffs imposed by the environment are important factors in shaping stoichiometry. Importantly, the consequence of these highly organised tradeoffs and tolerances is an architecture that has a highly structured modularity that is self-dissimilar and scale-rich.

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