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基于模型的单克隆抗体生产连续捕获过程自适应控制

Model based adaptive control of a continuous capture process for monoclonal antibodies production.

作者信息

Steinebach Fabian, Angarita Monica, Karst Daniel J, Müller-Späth Thomas, Morbidelli Massimo

机构信息

Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland.

Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland; ChromaCon AG, Zurich, Switzerland.

出版信息

J Chromatogr A. 2016 Apr 29;1444:50-6. doi: 10.1016/j.chroma.2016.03.014. Epub 2016 Mar 22.

DOI:10.1016/j.chroma.2016.03.014
PMID:27046002
Abstract

A two-column capture process for continuous processing of cell-culture supernatant is presented. Similar to other multicolumn processes, this process uses sequential countercurrent loading of the target compound in order maximize resin utilization and productivity for a given product yield. The process was designed using a novel mechanistic model for affinity capture, which takes both specific adsorption as well as transport through the resin beads into account. Simulations as well as experimental results for the capture of an IgG antibody are discussed. The model was able to predict the process performance in terms of yield, productivity and capacity utilization. Compared to continuous capture with two columns operated batch wise in parallel, a 2.5-fold higher capacity utilization was obtained for the same productivity and yield. This results in an equal improvement in product concentration and reduction of buffer consumption. The developed model was used not only for the process design and optimization but also for its online control. In particular, the unit operating conditions are changed in order to maintain high product yield while optimizing the process performance in terms of capacity utilization and buffer consumption also in the presence of changing upstream conditions and resin aging.

摘要

本文介绍了一种用于连续处理细胞培养上清液的双柱捕获工艺。与其他多柱工艺类似,该工艺采用目标化合物的顺序逆流加载,以便在给定产品收率的情况下最大化树脂利用率和生产率。该工艺使用一种新颖的亲和捕获机理模型进行设计,该模型同时考虑了特异性吸附以及通过树脂珠的传输。讨论了捕获IgG抗体的模拟结果和实验结果。该模型能够在收率、生产率和容量利用率方面预测工艺性能。与并行分批操作的两柱连续捕获相比,在相同的生产率和收率下,容量利用率提高了2.5倍。这导致产品浓度得到同等程度的提高,缓冲液消耗减少。所开发的模型不仅用于工艺设计和优化,还用于其在线控制。特别是,在存在上游条件变化和树脂老化的情况下,改变单元操作条件以保持高产品收率,同时在容量利用率和缓冲液消耗方面优化工艺性能。

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