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通量最小化原理及其在估计代谢网络中稳态通量方面的应用。

The principle of flux minimization and its application to estimate stationary fluxes in metabolic networks.

作者信息

Holzhütter Hermann-Georg

机构信息

Humboldt-University Berlin, Medical School (Charité), Institute of Biochemistry, Berlin, Germany.

出版信息

Eur J Biochem. 2004 Jul;271(14):2905-22. doi: 10.1111/j.1432-1033.2004.04213.x.

Abstract

Cellular functions are ultimately linked to metabolic fluxes brought about by thousands of chemical reactions and transport processes. The synthesis of the underlying enzymes and membrane transporters causes the cell a certain 'effort' of energy and external resources. Considering that those cells should have had a selection advantage during natural evolution that enabled them to fulfil vital functions (such as growth, defence against toxic compounds, repair of DNA alterations, etc.) with minimal effort, one may postulate the principle of flux minimization, as follows: given the available external substrates and given a set of functionally important 'target' fluxes required to accomplish a specific pattern of cellular functions, the stationary metabolic fluxes have to become a minimum. To convert this principle into a mathematical method enabling the prediction of stationary metabolic fluxes, the total flux in the network is measured by a weighted linear combination of all individual fluxes whereby the thermodynamic equilibrium constants are used as weighting factors, i.e. the more the thermodynamic equilibrium lies on the right-hand side of the reaction, the larger the weighting factor for the backward reaction. A linear programming technique is applied to minimize the total flux at fixed values of the target fluxes and under the constraint of flux balance (= steady-state conditions) with respect to all metabolites. The theoretical concept is applied to two metabolic schemes: the energy and redox metabolism of erythrocytes, and the central metabolism of Methylobacterium extorquens AM1. The flux rates predicted by the flux-minimization method exhibit significant correlations with flux rates obtained by either kinetic modelling or direct experimental determination. Larger deviations occur for segments of the network composed of redundant branches where the flux-minimization method always attributes the total flux to the thermodynamically most favourable branch. Nevertheless, compared with existing methods of structural modelling, the principle of flux minimization appears to be a promising theoretical approach to assess stationary flux rates in metabolic systems in cases where a detailed kinetic model is not yet available.

摘要

细胞功能最终与由数千种化学反应和运输过程所导致的代谢通量相关联。合成潜在的酶和膜转运蛋白会使细胞在能量和外部资源方面付出一定的“努力”。考虑到这些细胞在自然进化过程中应该具有一种选择优势,使其能够以最小的努力完成重要功能(如生长、抵御有毒化合物、修复DNA改变等),人们可以提出通量最小化原则如下:给定可用的外部底物以及为实现特定细胞功能模式所需的一组功能上重要的“目标”通量,稳定的代谢通量必须达到最小。为了将这一原则转化为一种能够预测稳定代谢通量的数学方法,网络中的总通量通过所有单个通量的加权线性组合来衡量,其中热力学平衡常数用作加权因子,即反应的热力学平衡越偏向反应的右侧,逆向反应的加权因子就越大。应用线性规划技术在目标通量固定值的情况下以及在所有代谢物的通量平衡(=稳态条件)约束下使总通量最小化。该理论概念应用于两种代谢方案:红细胞的能量和氧化还原代谢,以及嗜甲基菌AM1的中心代谢。通量最小化方法预测的通量速率与通过动力学建模或直接实验测定获得的通量速率呈现出显著的相关性。对于由冗余分支组成的网络部分会出现较大偏差,在这种情况下通量最小化方法总是将总通量归因于热力学上最有利的分支。然而,与现有的结构建模方法相比,在尚未有详细动力学模型的情况下,通量最小化原则似乎是评估代谢系统中稳定通量速率的一种有前景的理论方法。

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