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首页> 外文期刊>EURASIP journal on bioinformatics and systems biology >A systems biology approach to analyse leaf carbohydrate metabolism in Arabidopsis thaliana
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A systems biology approach to analyse leaf carbohydrate metabolism in Arabidopsis thaliana

机译:分析拟南芥叶片碳水化合物代谢的系统生物学方法

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摘要

Plant carbohydrate metabolism comprises numerous metabolite interconversions, some of which form cycles of metabolite degradation and re-synthesis and are thus referred to as futile cycles. In this study, we present a systems biology approach to analyse any possible regulatory principle that operates such futile cycles based on experimental data for sucrose (Scr) cycling in photosynthetically active leaves of the model plant Arabidopsis thaliana. Kinetic parameters of enzymatic steps in Scr cycling were identified by fitting model simulations to experimental data. A statistical analysis of the kinetic parameters and calculated flux rates allowed for estimation of the variability and supported the predictability of the model. A principal component analysis of the parameter results revealed the identifiability of the model parameters. We investigated the stability properties of Scr cycling and found that feedback inhibition of enzymes catalysing metabolite interconversions at different steps of the cycle have differential influence on stability. Applying this observation to futile cycling of Scr in leaf cells points to the enzyme hexokinase as an important regulator, while the step of Scr degradation by invertases appears subordinate.
机译:植物碳水化合物的代谢包括许多代谢物的相互转化,其中一些形成代谢物降解和重新合成的循环,因此被称为无效循环。在这项研究中,我们提出了一种系统生物学方法,用于基于模型植物拟南芥中光合作用叶片中蔗糖(Scr)循环的实验数据来分析操作这种无效循环的任何可能的调控原理。通过将模型模拟拟合到实验数据来确定Scr循环中酶促步骤的动力学参数。对动力学参数和计算出的通量率进行统计分析,可以估算出变异性并支持模型的可预测性。参数结果的主成分分析显示了模型参数的可识别性。我们研究了Scr循环的稳定性,发现在循环的不同步骤中催化代谢物相互转化的酶的反馈抑制对稳定性有不同的影响。将这一观察结果应用于叶细胞中Scr的无效循环,表明己糖激酶是一种重要的调节剂,而转化酶降解Scr的步骤似乎是次要的。

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