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大肠杆菌代谢的化学计量模型:生长速率相关生物量组成和机制能量需求的纳入。

Stoichiometric model of Escherichia coli metabolism: incorporation of growth-rate dependent biomass composition and mechanistic energy requirements.

机构信息

Department of Chemical Engineering, University of California, Berkeley, CA 94720-1462, USA.

出版信息

Biotechnol Bioeng. 1997 Nov 20;56(4):398-421. doi: 10.1002/(SICI)1097-0290(19971120)56:4<398::AID-BIT6>3.0.CO;2-J.

Abstract

A stoichiometric model of metabolism was developed to describe the balance of metabolic reactions during steady-state growth of Escherichia coli on glucose (or metabolic intermediates) and mineral salts. The model incorporates 153 reversible and 147 irreversible reactions and 289 metabolites from several metabolic data bases for the biosynthesis of the macromolecular precursors, coenzymes, and prosthetic groups necessary for synthesis of all cellular macromolecules. Correlations describing how the cellular composition changes with growth rate were developed from experimental data and were used to calculate the drain of precursors to macromolecules, coenzymes, and prosthetic groups from the metabolic network for the synthesis of those macromolecules at a specific growth rate. Energy requirements for macromolecular polymerization and proofreading, transport of metabolites, and maintenance of transmembrane gradients were included in the model rather than a lumped maintenance energy term. The underdetermined set of equations was solved using the Simplex algorithm, employing realistic objective functions and constraints; the drain of precursors, coenzymes, and prosthetic groups and the energy requirements for the synthesis of macromolecules served as the primary set of constraints. The model accurately predicted experimentally determined metabolic fluxes for aerobic growth on acetate or acetate plus glucose. In addition, the model predicted the genetic and metabolic regulation that must occur for growth under different conditions, such as the opening of the glyoxylate shunt during growth on acetate and the branching of the tricarboxylic acid cycle under anaerobic growth. Sensitivity analyses were performed to determine the flexibility of pathways and the effects of different rates and growth conditions on the distribution of fluxes. (c) 1997 John Wiley & Sons, Inc. Biotechnol Bioeng 56: 398-421, 1997.

摘要

建立了一个代谢的化学计量模型,用于描述大肠杆菌在葡萄糖(或代谢中间产物)和矿物质盐稳定态生长时的代谢反应平衡。该模型包含了 153 个可逆反应和 147 个不可逆反应,以及 289 种代谢物,这些代谢物来自于几个代谢数据库,用于合成大分子前体、辅酶和细胞内所有大分子合成所需的辅基。从实验数据中得出了描述细胞组成如何随生长速率变化的相关性,并将其用于计算前体到大分子、辅酶和辅基的消耗,以及在特定生长速率下从代谢网络中合成这些大分子的协同作用。该模型中包括了大分子聚合和校对的能量需求、代谢物的运输以及跨膜梯度的维持,而不是将其归为一个集中的维持能量项。使用 Simplex 算法求解了这个欠定方程组,采用了实际的目标函数和约束条件;前体、辅酶和辅基的消耗以及大分子合成的能量需求是主要的约束条件。该模型准确地预测了有氧条件下以乙酸或乙酸加葡萄糖为碳源时的实验测定的代谢通量。此外,该模型还预测了在不同条件下必须发生的遗传和代谢调控,例如在以乙酸为碳源生长时乙醛酸支路的开启以及在无氧生长时三羧酸循环的分支。进行了敏感性分析,以确定途径的灵活性以及不同速率和生长条件对通量分布的影响。(c)1997 年 John Wiley & Sons,Inc.《生物工程学报》56: 398-421,1997 年。

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