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基于在线平衡代谢状态检测的通用补料分批培养概念

Generally applicable fed-batch culture concept based on the detection of metabolic state by on-line balancing.

作者信息

Jobé Anna Marya, Herwig Christoph, Surzyn Martin, Walker Bernhard, Marison Ian, von Stockar Urs

机构信息

Laboratory of Chemical and Biological Engineering, Swiss Federal Institute of Technology Lausanne (EPFL), CH-1015 Lausanne, Switzerland.

出版信息

Biotechnol Bioeng. 2003 Jun 20;82(6):627-39. doi: 10.1002/bit.10610.

Abstract

In many microorganisms, flux limitations in oxidative metabolism lead to the formation of overflow metabolites even under fully aerobic conditions. This can be avoided if the specific growth rate is controlled at a low enough value. This is usually accomplished by controlling the substrate feeding profile in a fed-batch process. The present work proposes a control concept which is based on the on-line detection of metabolic state by on-line calculation of mass and elemental balances. The advantages of this method are: 1) the check of measurement consistency based on all of the available measurements, 2) the minimum requirement of a priori knowledge of metabolism, and 3) the exclusive use of simple and established on-line techniques which do not require direct measurement of the metabolite in question. The control concept has been linked to a simple adaptive controller and applied to fed-batch cultures of S. cerevisiae and E. coli, organisms which express different overflow metabolites, ethanol and acetic acid, respectively. Oxidative and oxidoreductive states of S. cerevisiae and E. coli cultures were detected with high precision. As demonstrated by the formation of acetic acid in E. coli cultures, metabolic states could be correctly distinguished for systems for which traditional methods, such as respiratory quotient (RQ), are insensitive. Hence, it could be shown that the control concept allowed avoidance of overflow metabolite formation and operation at maximum oxidative biomass productivity and oxidative conversion of substrate into biomass. Based on mass and elemental balances, the proposed method additionally provides a richness of additional information, such as yield coefficients and estimation of concentrations and specific conversion rates. These data certainly help the operator to additionally evaluate the state of the process on-line.

摘要

在许多微生物中,即使在完全有氧的条件下,氧化代谢中的通量限制也会导致溢流代谢物的形成。如果将比生长速率控制在足够低的值,这种情况是可以避免的。这通常通过在补料分批过程中控制底物进料曲线来实现。本研究提出了一种基于通过在线计算质量和元素平衡来在线检测代谢状态的控制概念。该方法的优点是:1)基于所有可用测量值检查测量一致性;2)对代谢的先验知识要求最低;3)仅使用简单且成熟的在线技术,这些技术不需要直接测量所讨论的代谢物。该控制概念已与一个简单的自适应控制器相连,并应用于酿酒酵母和大肠杆菌的补料分批培养,这两种生物体分别产生不同的溢流代谢物,即乙醇和乙酸。酿酒酵母和大肠杆菌培养物的氧化和氧化还原状态被高精度检测。如大肠杆菌培养物中乙酸的形成所示,对于呼吸商(RQ)等传统方法不敏感的系统,代谢状态可以被正确区分。因此,可以证明该控制概念能够避免溢流代谢物的形成,并在最大氧化生物量生产率和底物向生物量的氧化转化率下运行。基于质量和元素平衡,所提出的方法还提供了丰富的额外信息,如产率系数以及浓度和比转化率的估计。这些数据肯定有助于操作人员在线额外评估过程状态。

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