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Bioprocess systems engineering: transferring traditional process engineering principles to industrial biotechnology

机译:生物过程系统工程:将传统过程工程原理转移到工业生物技术

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摘要

The complexity of the regulatory network and the interactions that occur in the intracellular environment of microorganisms highlight the importance in developing tractable mechanistic models of cellular functions and systematic approaches for modelling biological systems. To this end, the existing process systems engineering approaches can serve as a vehicle for understanding, integrating and designing biological systems and processes. Here, we review the application of a holistic approach for the development of mathematical models of biological systems, from the initial conception of the model to its final application in model-based control and optimisation. We also discuss the use of mechanistic models that account for gene regulation, in an attempt to advance the empirical expressions traditionally used to describe micro-organism growth kinetics, and we highlight current and future challenges in mathematical biology. The modelling research framework discussed herein could prove beneficial for the design of optimal bioprocesses, employing rational and feasible approaches towards the efficient production of chemicals and pharmaceuticals.
机译:调节网络的复杂性以及在微生物细胞内环境中发生的相互作用突出了开发可发展的细胞功能机制模型和生物系统建模系统方法的重要性。为此,现有的过程系统工程方法可以用作理解,集成和设计生物系统和过程的工具。在这里,我们回顾了整体方法在生物系统数学模型开发中的应用,从模型的最初概念到最终在基于模型的控制和优化中的应用。我们还讨论了用于解释基因调控的机械模型的使用,以尝试改进传统上用于描述微生物生长动力学的经验表达式,并重点介绍了数学生物学中的当前和未来挑战。本文讨论的建模研究框架可以证明是合理的,对于采用合理可行的方法高效生产化学药品和药物的最佳生物工艺设计。

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