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大肠杆菌DH5α培养物中不同碳源组成下质粒生物生产的动力学建模

Kinetic modeling of plasmid bioproduction in Escherichia coli DH5α cultures over different carbon-source compositions.

作者信息

Lopes Marta B, Martins Gabriel, Calado Cecília R C

机构信息

Engineering Faculty, Catholic University of Portugal, Estrada Octávio Pato, 2635-631 Rio de Mouro, Portugal; Institute of Telecommunications, Instituto Superior Técnico, Technical University of Lisbon, Avenida Rovisco Pais, 1049-001 Lisboa, Portugal.

Engineering Faculty, Catholic University of Portugal, Estrada Octávio Pato, 2635-631 Rio de Mouro, Portugal.

出版信息

J Biotechnol. 2014 Sep 30;186:38-48. doi: 10.1016/j.jbiotec.2014.06.022. Epub 2014 Jul 3.

Abstract

The need for the development of economic high plasmid production in Escherichia coli cultures is emerging, as a result of the latest advances in DNA vaccination and gene therapy. In order to contribute to achieve that, a model describing the kinetics involved in the bioproduction of plasmid by recombinant E. coli DH5α is presented, as an attempt to understand the complex and non-linear metabolic relationships and the plasmid production occurring in dynamic batch culture environments, run under different media compositions of glucose and glycerol, that result in distinct maximum biomass growths (between 8.2 and 12.8 g DCW/L) and specific plasmid productions (between 1.1 and 7.4 mg/g DCW). The model based on mass balance equations for biomass, glucose, glycerol, acetate and plasmid accurately described different culture behaviors, using either glucose or glycerol as carbon source, or mixtures of both. From the 17 parameters obtained after model simplification, the following 10 parameters were found to be independent of the carbon source composition: the substrate affinity constants, the inhibitory constants of biomass growth on glycerol by glucose, of biomass growth on acetate by glycerol and the global biomass growth by acetate, and the yields of biomass on acetate, acetate on glucose and glycerol, and plasmid on glucose. The parameters that depend on the culture composition, and that might explain the differences found between cultures, were: maximum specific growth rates on glucose, glycerol and acetate; biomass yield on glucose and glycerol; and plasmid yield on glycerol and acetate. Moreover, a crucial role of acetate in the plasmid production was revealed by the model, with most of plasmid production being associated to the acetate consumption. The model provides meaningful insight on the E. coli dynamic cell behavior concerning the plasmid bioproduction, which might lead to important guidelines for culture optimization and process scale-up and control.

摘要

随着DNA疫苗接种和基因治疗的最新进展,在大肠杆菌培养物中开发高产质粒的需求日益凸显。为了推动这一目标的实现,本文提出了一个描述重组大肠杆菌DH5α生物生产质粒过程中动力学的模型,旨在理解在不同葡萄糖和甘油培养基组成下动态分批培养环境中发生的复杂非线性代谢关系和质粒生产情况,这些条件会导致不同的最大生物量增长(8.2至12.8 g DCW/L之间)和特定质粒产量(1.1至7.4 mg/g DCW之间)。基于生物量、葡萄糖、甘油、乙酸盐和质粒质量平衡方程的模型准确描述了以葡萄糖或甘油为碳源或两者混合物的不同培养行为。在模型简化后得到的17个参数中,发现以下10个参数与碳源组成无关:底物亲和常数、葡萄糖对甘油生物量生长的抑制常数、甘油对乙酸盐生物量生长的抑制常数、乙酸盐对总体生物量生长的抑制常数,以及乙酸盐上的生物量产量、葡萄糖和甘油上的乙酸盐产量、葡萄糖上的质粒产量。依赖于培养组成且可能解释不同培养之间差异的参数包括:葡萄糖、甘油和乙酸盐上的最大比生长速率;葡萄糖和甘油上的生物量产量;甘油和乙酸盐上的质粒产量。此外,该模型揭示了乙酸盐在质粒生产中的关键作用,大部分质粒生产与乙酸盐消耗相关。该模型为大肠杆菌在质粒生物生产方面的动态细胞行为提供了有意义的见解,这可能为培养优化、工艺放大和控制提供重要指导。

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