从代谢功能的定量分析推断亚细胞蔗糖裂解的代谢调控。

Thomas Nägele
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引用次数: 1

摘要

实验代谢数据的定量分析经常受到来自调节网络的非直观、复杂模式的挑战。代谢调节的复杂输出可以通过代谢功能来总结,代谢功能包含有关代谢物浓度动态的信息。在常微分方程系统中,代谢函数反映了影响代谢物浓度的生化反应的总和,它们随时间的整合揭示了代谢物浓度。此外,代谢函数的衍生物提供了有关系统动力学和弹性的基本信息。在这里,在细胞和亚细胞水平的动力学模型中模拟了反酶驱动的蔗糖水解。导出了代谢函数的雅可比矩阵和Hessian矩阵,定量分析了蔗糖代谢的动力学调控。模型模拟表明,蔗糖在液泡中的转运是植物在冷驯化过程中代谢的一个中心调控元件,它保留了代谢功能的控制,并限制了己糖浓度升高对细胞质转化酶的反馈抑制。
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Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions.

Quantitative analysis of experimental metabolic data is frequently challenged by non-intuitive, complex patterns which emerge from regulatory networks. The complex output of metabolic regulation can be summarised by metabolic functions which comprise information about dynamics of metabolite concentrations. In a system of ordinary differential equations, metabolic functions reflect the sum of biochemical reactions which affect a metabolite concentration, and their integration over time reveals metabolite concentrations. Further, derivatives of metabolic functions provide essential information about system dynamics and elasticities. Here, invertase-driven sucrose hydrolysis was simulated in kinetic models on a cellular and subcellular level. Both Jacobian and Hessian matrices of metabolic functions were derived for quantitative analysis of kinetic regulation of sucrose metabolism. Model simulations suggest that transport of sucrose into the vacuole represents a central regulatory element in plant metabolism during cold acclimation which preserves control of metabolic functions and limits feedback-inhibition of cytosolic invertases by elevated hexose concentrations.

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