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A compact mathematical model of mandelate racemase production and chaperone overexpression in E. coli

机译:大肠杆菌中牙髓出皮酶生产和伴随伴随的伴随大肠杆菌过表达的紧凑型数学模型

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E. coli is commonly used for recombinant protein production, e.g. in the pharmaceutical industry for large-scale production of human insulin. A common problem arises from the formation of (often toxic) protein aggregates. The large number of process parameters complicates finding counter strategies by an empirical trial and error process. More promising seems the application of optimal control strategies based on mathematical modelling of target protein, heat shock proteins, and cell metabolism. However, by now no adequate mathematical model exists. As a first step we propose a small model that comprises the key players of recombinant protein formation, folding, aggregation/disaggregation, and degradation of the target protein mandelate racemase in E. coli. The model also includes the controlled overexpression of selected heat shock proteins (to date the native chaperone systems HSP70 and HSP60 in E. coli). Recombinant production of racemase and overexpression of chaperone systems is initiated by three different induction systems, one for each process. Hence the system has three input signals that later on can be used for control purposes. The model has been parametrised and fitted to appropriate experiments. Despite its limited size, the model explains biomass and chaperone production very well, while racemase production is not (yet) fully covered.
机译:大肠杆菌通常用于生产重组蛋白,例如在医药工业中用于大规模生产人胰岛素。一个常见的问题产生于(通常是有毒的)蛋白质聚集体的形成。大量的工艺参数复杂由经验试验和误差过程找出计数器策略。更有前途似乎基于靶蛋白,热休克蛋白和细胞代谢的数学模型优化控制策略的应用。然而,现在没有足够的数学模型存在。作为第一个步骤中,我们提出了一个小模型,其包括重组蛋白形成的主要参与者,折叠,聚集/解聚,并在大肠杆菌中与靶蛋白扁桃消旋酶的降解。该模型还包括所选择的热休克蛋白的受控表达(至今天然分子伴侣系统HSP70和HSP60在大肠杆菌中)。重组生产消旋和分子伴侣系统的过表达是通过三个不同的感应系统,一个用于每个进程启动。因此,系统具有稍后可以用于控制目的三个输入信号。该模型已parametrised并安装到合适的实验。尽管规模有限,该模型解释生物量和伴侣的生产非常好,而消旋酶生产(还)没有完全覆盖。

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