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通过功能可解释的最小通量模式(MinModes)对代谢通量分布进行的组成分析。

Composition of metabolic flux distributions by functionally interpretable minimal flux modes (MinModes).

作者信息

Hoffmann Sabrina, Hoppe Andreas, Holzhütter Hermann-Georg

机构信息

Medical Faculty of the Humboldt University, Charité, Institute of Biochemistry, Monbijoustr. 2, 10117 Berlin, Germany.

出版信息

Genome Inform. 2006;17(1):195-207.

Abstract

All cellular functions are ultimately linked to the metabolism which constitutes a highly branched network of thousands of enzyme-catalyzed chemical reactions and carrier-mediated transport processes. Depending on the prevailing functions (e.g. detoxification of a toxin or accumulation of biomass) the distribution of fluxes in the metabolic network may vary considerably. To better reveal and quantify this flux-function relationship we propose a novel computational approach which identifies distinct contributions--so called minimal flux modes (short: MinModes)--to a stationary flux distribution in the network. Each of these contributions is characterized by a single metabolic output. A MinMode is a minimal (according to a defined cost function) steady state flux distribution that enables the production of a single metabolite. We apply this concept to a metabolic network of Methylobacterium extorquens AM1 comprising of 95 reactions and 74 metabolites, 17 of these metabolites entering the biomass of the bacterium and are thus considered as the metabolic output of the network. MinModes represent a manageable set of fundamental flux modes in the network having a clear physiological meaning and--although not representing a basis in strict mathematical sense - provide a satisfactory approximation of the overall flux distribution in cases tested so far.

摘要

所有细胞功能最终都与新陈代谢相关,新陈代谢构成了一个由数千个酶催化化学反应和载体介导运输过程组成的高度分支网络。根据主要功能(例如毒素解毒或生物量积累),代谢网络中的通量分布可能会有很大差异。为了更好地揭示和量化这种通量 - 功能关系,我们提出了一种新颖的计算方法,该方法可识别网络中稳态通量分布的不同贡献——即所谓的最小通量模式(简称:MinModes)。这些贡献中的每一个都以单一的代谢输出为特征。最小通量模式是一种最小化(根据定义的成本函数)的稳态通量分布,能够产生单一代谢物。我们将此概念应用于嗜甲基菌AM1的代谢网络,该网络由95个反应和74种代谢物组成,其中17种代谢物进入细菌的生物量,因此被视为网络的代谢输出。最小通量模式代表了网络中一组易于管理的基本通量模式,具有明确的生理意义,并且——尽管在严格的数学意义上不代表一个基——在目前测试的案例中为整体通量分布提供了令人满意的近似值。

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