基于NADH的动力模型,用于通过Clostridium生产乙-布坦醇-乙醇
Juan Carlos Quintero-Díaz1, Diego F Mendoza1, Claudio Avignone-Rossa2
1Department of Chemical Engineering, Universidad de Antioquia, Medellín, Colombia.
Frontiers in bioengineering and biotechnology
|December 11, 2023
概括
这项研究引入了一种新的乙烯-butanol-乙醇 (ABE) 发酵的动力模型,通过纳入NADH来提高精度. 该模型准确地预测了ABE发酵动态,并确定了布坦醇生产的关键代谢途径.
科学领域:
- 生物化学工程 生物化学工程
- 代谢建模 代谢建模
- 发酵科学 发酵科学
背景情况:
- 乙-布坦醇-乙醇 (ABE) 发酵是一种至关重要的生物工艺.
- 现有的运动模型往往缺乏准确性或需要复杂的数学调整.
- 了解细胞代谢,特别是氧化还原平衡,是优化ABE生产的关键.
研究的目的:
- 为ABE发酵开发一个强大的动力模型.
- 为了纳入尼古丁胺胺二核酸 (NADH) 在细胞代谢中的作用.
- 为了准确模拟和预测ABE发酵动态,没有人工功能.
主要方法:
- 酶动力学表达式被用来构建模型.
- 该模型明确包括NADH作为细胞代谢的调节器.
- 模拟与来自多个来源的实验数据进行了验证.
主要成果:
- 该模型表现出与实验ABE发酵数据的良好匹配,性能优于以前的模型.
- 参数灵敏度分析强调了葡萄糖 → 乙-CoA → 丁-CoA通路对酸再同化的重要性.
- 与葡萄糖水平相关的NADH度增加被证明可以增强butanol生产和选择性,并确定了最佳条件.
结论:
- 开发的动力模型提供了对ABE发酵的准确表示.
- NADH在调节butanol生产和选择性方面发挥着重要作用.
- 该模型通过将细胞内氧化还原潜力与细胞外变量联系起来,作为分析电发酵过程的基础.
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