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Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway

机译:将渐近方法应用于合成生物学:对甲羟戊酯途径的反应动力学进行建模

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Highlights ? We investigate a kinetic model for the mevalonate pathway which includes inhibition effects and a sink of acetyl-CoA. ? Of the enzymes in the pathway, upregulating HMG-CoA reductase has the most significant positive effect on improving pathway efficiency. ? Upregulating pyruvate dehydrogenase complex and HMG-CoA synthase can also help, but only in conjunction with the upregulation of HMG-CoA reductase. ? We confirm our theoretical predictions by introducing the mevalonate pathway into Cupriavidus necator. Abstract The mevalonate pathway is normally found in eukaryotes, and allows for the production of isoprenoids, a useful class of organic compounds. This pathway has been successfully introduced to Escherichia coli , enabling a biosynthetic production route for many isoprenoids. In this paper, we develop and solve a mathematical model for the concentration of metabolites in the mevalonate pathway over time, accounting for the loss of acetyl-CoA to other metabolic pathways. Additionally, we successfully test our theoretical predictions experimentally by introducing part of the pathway into Cupriavidus necator . In our model, we exploit the natural separation of time scales as well as of metabolite concentrations to make significant asymptotic progress in understanding the system. We confirm that our asymptotic results agree well with numerical simulations, the former enabling us to predict the most important reactions to increase isopentenyl diphosphate production whilst minimizing the levels of HMG-CoA, which inhibits cell growth. Thus, our mathematical model allows us to recommend the upregulation of certain combinations of enzymes to improve production through the mevalonate pathway.
机译:强调 ?我们研究了甲羟戊酯途径的动力学模型,包括抑制效果和乙酰CoA的水槽。还在途径中的酶,上调HMG-CoA还原酶对提高途径效率具有最显着的积极作用。还上调丙酮酸脱氢酶复合物和HMG-COA合酶也可以帮助,但仅与HMG-COA还原酶的上调结合。还我们通过将甲状腺素途径引入Cupriavidus Necator来确认我们的理论预测。摘要通常在真核生物中发现甲烷酸途径,并允许生产异戊二烯,是一种有用的有机化合物。该途径已成功引入大肠杆菌,使许多等异细胞的生物合成生产途径能够实现。在本文中,我们随着时间的推移,在甲戊酯途径中的代谢物浓度发展和解决数学模型,占对其他代谢途径的乙酰-CoA的丧失。此外,我们通过将部分途径引入Cupriavidus Necator,通过实验进行实验测试我们的理论预测。在我们的模型中,我们利用时间尺度的自然分离以及代谢物浓度在理解系统中进行显着的渐近进展。我们确认我们的渐近结果与数值模拟很好,前者使我们能够预测最重要的反应,以提高异戊烯基二磷酸盐产生,同时最小化抑制细胞生长的HMG-COA水平。因此,我们的数学模型使我们建议提出酶组合的特定组合,以通过甲羟戊酸途径改善产量。

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