Sevilla A, Cánovas M, Keller D, Reimers S, Iborra J L
Departamento de Bioquímica y Biología Molecular B e Inmunología, Facultad de Química, Universidad de Murcia, Apdo. Correos 4021, 30100 Murcia, Spain.
Biotechnol Prog. 2007 Nov-Dec;23(6):1286-96. doi: 10.1021/bp070213t.
Signal transduction pathways are usually avoided when optimizing a biotransformation process because they require complex mathematical formulations. The aim of this work was to use a Systems Biology approach to optimize and monitor the biotransformation of L-carnitine using signal transduction pathways. To this end, a dynamic model was constructed, integrating the metabolic pathways of L-carnitine biosynthesis as well as the expression of this metabolism by means of its regulation by transcription factors such as cAMP-CRP and CaiF. The model was validated using different C-sources as well as different reactor feeding approaches. A linear relationship between the external cellular cAMP and the L-carnitine production levels was predicted before being experimentally confirmed in several scenarios. Moreover, results of the model simulations and subsequent experimental findings demonstrated that the addition of exogenous cAMP was able to restore the L-carnitine production when glucose was used as C-source. Additionally, a way to monitor the L-carnitine biosynthesis by using the level of cAMP as a marker of the biotransformation state was in silico and experimentally demonstrated.
在优化生物转化过程时,通常会避开信号转导途径,因为它们需要复杂的数学公式。这项工作的目的是使用系统生物学方法,通过信号转导途径来优化和监测左旋肉碱的生物转化。为此,构建了一个动态模型,整合了左旋肉碱生物合成的代谢途径以及通过转录因子如cAMP-CRP和CaiF对该代谢的调控来表达这种代谢。该模型使用不同的碳源以及不同的反应器进料方式进行了验证。在几种情况下通过实验证实之前,预测了细胞外cAMP与左旋肉碱生产水平之间的线性关系。此外,模型模拟结果和随后的实验结果表明,当使用葡萄糖作为碳源时,添加外源cAMP能够恢复左旋肉碱的生产。此外,通过计算机模拟和实验证明了一种利用cAMP水平作为生物转化状态标记来监测左旋肉碱生物合成的方法。