Vinnakota Kalyan, Kemp Melissa L, Kushmerick Martin J
Department of Bioengineering, University of Washington, Seattle, Washington, USA.
Biophys J. 2006 Aug 15;91(4):1264-87. doi: 10.1529/biophysj.105.073296. Epub 2006 Apr 14.
Cellular metabolites are moieties defined by their specific binding constants to H+, Mg2+, and K+ or anions without ligands. As a consequence, every biochemical reaction in the cytoplasm has an associated proton stoichiometry that is generally noninteger- and pH-dependent. Therefore, with metabolic flux, pH is altered in a medium with finite buffer capacity. Apparent equilibrium constants and maximum enzyme velocities, which are functions of pH, are also altered. We augmented an earlier mathematical model of skeletal muscle glycogenolysis with pH-dependent enzyme kinetics and reaction equilibria to compute the time course of pH changes. Analysis shows that kinetics and final equilibrium states of the closed system are highly constrained by the pH-dependent parameters. This kinetic model of glycogenolysis, coupled to creatine kinase and adenylate kinase, simulated published experiments made with a cell-free enzyme mixture to reconstitute the network and to synthesize PCr and lactate in vitro. Using the enzyme kinetic and thermodynamic data in the literature, the simulations required minimal adjustments of parameters to describe the data. These results show that incorporation of appropriate physical chemistry of the reactions with accurate kinetic modeling gives a reasonable simulation of experimental data and is necessary for a physically correct representation of the metabolic network. The approach is general for modeling metabolic networks beyond the specific pathway and conditions presented here.
细胞代谢物是由其与H⁺、Mg²⁺、K⁺或无配体阴离子的特定结合常数所定义的部分。因此,细胞质中的每一个生化反应都有一个相关的质子化学计量,其通常是非整数且依赖于pH值的。所以,随着代谢通量的变化,在具有有限缓冲能力的介质中pH值会发生改变。表观平衡常数和最大酶速度作为pH值的函数,也会发生改变。我们用依赖于pH值的酶动力学和反应平衡增强了早期骨骼肌糖原分解的数学模型,以计算pH值变化的时间进程。分析表明,封闭系统的动力学和最终平衡状态受到依赖于pH值参数的高度限制。这个糖原分解的动力学模型,与肌酸激酶和腺苷酸激酶相耦合,模拟了用无细胞酶混合物进行的已发表实验,以在体外重建网络并合成磷酸肌酸和乳酸。利用文献中的酶动力学和热力学数据,模拟只需对参数进行最小调整就能描述数据。这些结果表明,将反应的适当物理化学与精确的动力学建模相结合,能够合理地模拟实验数据,并且对于代谢网络的物理正确表示是必要的。这种方法对于在此处呈现的特定途径和条件之外的代谢网络建模是通用的。