Holzhütter Hermann-Georg
Humboldt University Berlin, Medical Department (Charité), Institute of Biochemistry, Monbijoustr. 2, D-10117 Berlin, Germany.
Biosystems. 2006 Feb-Mar;83(2-3):98-107. doi: 10.1016/j.biosystems.2005.04.008. Epub 2005 Oct 17.
The flux-minimization method [Holzhütter, H.G., 2004. The principle of flux-minimization and its application to calculate stationary fluxes in metabolic networks. Eur. J. Biochem. 271, 2905-2922] has been proposed as an alternative to kinetic modeling to calculate stationary fluxes in metabolic networks. Here a generalization of this method is proposed that takes into account possible limitations of internal fluxes, e.g. due to enzyme defects or partial inhibition of enzyme activities by drugs. The generalized method consists in the minimization of an objective function which expresses the compromise that has to be made between minimization of internal fluxes on one hand and maintenance of the metabolic output required for various cellular functions on the other. Fulfillment of the latter condition is measured through a fitness function, which evaluates the relative deviation of the output fluxes from demanded target values. The method is applied to assess the metabolic consequences caused by a deficiency of enzymes involved in the metabolism of erythrocytes. The obtained results are in good agreement with those obtained on the basis of a comprehensive kinetic model.
通量最小化方法[霍尔祖特,H.G.,2004年。通量最小化原理及其在计算代谢网络中稳态通量的应用。欧洲生物化学杂志271,2905 - 2922]已被提出作为动力学建模的替代方法,用于计算代谢网络中的稳态通量。本文提出了该方法的一种推广形式,它考虑了内部通量可能存在的限制,例如由于酶缺陷或药物对酶活性的部分抑制。广义方法在于最小化一个目标函数,该目标函数表达了一方面要最小化内部通量,另一方面要维持各种细胞功能所需的代谢输出之间必须做出的权衡。通过一个适应度函数来衡量后一个条件的满足情况,该函数评估输出通量与所需目标值的相对偏差。该方法被应用于评估红细胞代谢中涉及的酶缺乏所导致的代谢后果。所得结果与基于综合动力学模型获得的结果高度一致。