推动纤维素生产的酸化酶级联反应的界限II:基于模型的多目标优化
Alexander Sigg1, Mario Klimacek1, Bernd Nidetzky1,2
1Institute of Biotechnology and Biochemical Engineering, Graz University of Technology, NAWI Graz, Graz, Austria.
Biotechnology and bioengineering
|November 21, 2023
概括
这项研究开发了一种动力模型,以优化单多酶级联反应,用于高产纤维素生产. 该模型确定了微粘度效应,并指导了工业扩展的流程优化.
科学领域:
- 生物催化剂是一种生物催化剂.
- 化学工程是化学工程的重要组成部分.
- 酶动力学 酶动力学
背景情况:
- 多酶级联反应对于过程开发来说是复杂的.
- 动力模型对于优化这些反应进行扩展至关重要.
研究的目的:
- 进行基于动态模型的细胞菌生产操作窗口分析.
- 为了优化使用糖和葡萄糖作为基质的两步级联反应.
主要方法:
- 开发了一种机械-实证混合动力模型.
- 分析了微粘度和酸盐度的影响.
- 使用模型模拟来确定最佳操作条件.
主要成果:
- 通过间接的转糖酶化实现了高纤维素生产 (≥100 g/L).
- 发现了高糖度对酶活性的影响.
- 在酶利用率和产品产量之间确定了权衡.
结论:
- 动力建模对于特征和优化级联反应至关重要.
- 开发的模型提供了数据驱动方法无法获得的洞察力.
- 确定了优化的操作窗口,并通过实验验证.
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