增加微生物细胞工厂稳健性的战略
Pei Xu1, Nuo-Qiao Lin1, Zhi-Qian Zhang2
1State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, China.
Advanced biotechnology
|January 30, 2025
概括
提高微生物细胞工厂的强度是工业发酵的关键. 战略包括基于知识的工程,适应性进化和计算设计,以实现可持续的生物制造.
科学领域:
- 合成生物学 合成生物学
- 生物技术是生物技术.
- 微生物工程是微生物的工程.
背景情况:
- 微生物细胞工厂对于生产燃料,化学品和自然产品至关重要.
- 工业发酵面临诸如代谢物毒性,代谢负担和恶劣环境等挑战,降低了效率.
- 应变强度对于可靠和可持续的生物生产至关重要.
研究的目的:
- 审查目前在工业发酵中提高微生物宿主强度的策略.
- 突出基于知识的工程,适应性实验室进化和计算方法.
- 讨论工程强大的微生物宿主挑战和未来的前景.
主要方法:
- 总结了基于知识的工程策略,针对转录因子,膜蛋白和压力蛋白.
- 对自然选择驱动的强度进行了复习适应性实验室进化 (ALE).
- 引入了基因组规模模型 (GEMs),深度学习和机器学习等计算辅助方法.
主要成果:
- 确定了各种策略,以提高微生物菌株对抗工业发酵压力的强度.
- 证明了将传统和计算方法用于主机工程的有效性.
- 强调了这些方法在提高生产率和头方面的潜力.
结论:
- 工程微生物宿主强度对于可持续和高效的生物制造至关重要.
- 基于知识,进化和计算策略的组合提供了一个强大的工具包.
- 未来的研究应该专注于克服当前的挑战,以推进绿色生物制造.
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