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Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort

机译:使用实验方法设计来改善巴斯德毕赤酵母无细胞系统的反应混合物

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摘要

A renaissance in cell-free protein synthesis (CFPS) is underway, enabled by the acceleration and adoption of synthetic biology methods. CFPS has emerged as a powerful platform technology for synthetic gene network design, biosensing and on-demand biomanufacturing. Whilst primarily of bacterial origin, cell-free extracts derived from a variety of host organisms have been explored, aiming to capitalise on cellular diversity and the advantageous properties associated with those organisms. However, cell-free extracts produced from eukaryotes are often overlooked due to their relatively low yields, despite the potential for improved protein folding and posttranslational modifications. Here we describe further development of a cell-free platform, a widely used expression host in both academia and the biopharmaceutical industry. Using a minimised Design of Experiments (DOE) approach, we were able to increase the productivity of the system by improving the composition of the complex reaction mixture. This was achieved in a minimal number of experimental runs, within the constraints of the design and without the need for liquid-handling robots. In doing so, we were able to estimate the main effects impacting productivity in the system and increased the protein synthesis of firefly luciferase and the biopharmaceutical HSA by 4.8-fold and 3.5-fold, respectively. This study highlights the based cell-free system as a highly productive eukaryotic platform and displays the value of minimised DOE designs.
机译:随着合成生物学方法的加速和采用,无细胞蛋白质合成(CFPS)正在进行复兴。 CFPS已成为一种强大的平台技术,可用于合成基因网络设计,生物传感和按需生物制造。尽管主要来自细菌,但已经探索了衍生自多种宿主生物的无细胞提取物,旨在利用细胞多样性和与这些生物相关的有利特性。然而,尽管它们具有改善的蛋白质折叠和翻译后修饰的潜力,但由于它们的相对较低的产率而常常忽略了由真核生物产生的无细胞提取物。在这里,我们描述了无细胞平台的进一步开发,该平台是学术界和生物制药行业中广泛使用的表达宿主。使用最小化的实验设计(DOE)方法,我们能够通过改善复杂反应混合物的组成来提高系统的生产率。这是在设计限制内且无需液体处理机器人的情况下,通过最少的实验运行即可实现的。通过这样做,我们能够估算出影响系统生产率的主要影响,并将萤火虫荧光素酶和生物药物HSA的蛋白质合成分别增加了4.8倍和3.5倍。这项研究强调了基于无细胞的系统作为高产的真核平台,并显示了最小化DOE设计的价值。

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