探索单细胞生物合成噪声和动态,以提高大肠杆菌中贝塔丁的生产
Xinyue Mu1, Alexander C Schmitz1, Zhenya Ding2
1Department of Energy, Environmental and Chemical Engineering, Washington University in St. Louis, Saint Louis, MO, USA.
Nature communications
|December 21, 2025
概括
微生物细胞的变性阻碍了生物生产. 这项研究揭示了代谢异质性的来源和使用与营养可用性相关的酶表达的策略,以提高贝塔丁的产量4.4倍.
科学领域:
- 合成生物学 合成生物学
- 代谢工程是代谢工程.
- 微生物生理学 微生物生理学
背景情况:
- 细胞对细胞的变异性是微生物生物生产的一个主要挑战,限制了整体效率.
- 了解单个细胞波动的动态及其对人口输出的影响对于流程优化至关重要.
研究的目的:
- 调查大肠杆菌中异质贝塔丁生产途径中细胞对细胞变异的来源.
- 通过减轻代谢异质性来开发和验证增强微生物生物生产的策略.
主要方法:
- 利用微流体辅助的时间间隔显微镜来追踪贝塔桑的生产,酶 (DOD) 水平和个体大肠杆菌细胞的几代人间的生长动态.
- 开发了一个随机模型来模拟和识别微生物生物生产的有效控制策略.
- 通过将酶表达与营养素可用性相结合来实验验证的模型预测.
主要成果:
- 超过50%的高betaxanthin生产商转向两个细胞部门的中低生产商.
- 贝塔丁生产的变化主要归因于DOD酶的波动,增长率变化的贡献较小.
- 将酶表达与营养可用性相结合,丰富了高产细胞,并增加了贝塔丁标位的4.4倍.
结论:
- 确定了微生物系统中代谢异质性的关键来源.
- 证明了以酶或代谢物为基础的生长选择策略是提高生物生产的有效途径.
- 为设计更强大,更有效的微生物生物生产过程提供了一个框架.
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