人类牛奶中的甘氨基基转移酶寡糖化合物合成:结构机制和合理设计
Yangyang Li1, Guocheng Du2, Jian Chen3
1Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; School of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi 214122, China.
Current opinion in biotechnology
|May 10, 2025
概括
人类牛奶寡糖 (HMO) 对婴儿健康至关重要. 糖转移酶 (GTs) 是HMO生产的关键酶,新的方法提高了它们在工业合成中的功能.
科学领域:
- 生物化学 生物化学
- 合成生物学 合成生物学
- 酶学 是一种酶学.
背景情况:
- 人类牛奶寡糖 (HMO) 对婴儿健康具有关键的生物活性功能.
- 合成生物学的进步使微生物能够生产各种HMO.
- 糖系转移酶 (GTs) 是通过乳糖糖化合成HMO的必需酶.
研究的目的:
- 系统地审查GTs的结构生物学.
- 总结了优化 GT 功能的策略.
- 探索深度学习在GT工程中的潜力,用于HMO合成.
主要方法:
- 对GT结构生物学上的晶体学研究的分析.
- 关于GT优化的合理设计策略的总结 (可溶性,效率,特异性).
- 审查深度学习在酶修饰和de novo设计中的应用.
主要成果:
- 在GT中保存域和催化机制的阐明.
- 展示结构导向的方法来提高GT的性能.
- 确定深度学习作为克服HMO合成瓶的强大工具.
结论:
- 通过结构导向设计和人工智能,可以实现GT的精密工程.
- 这些进步为高效的工业规模HMO生产提供了框架.
- 这项研究强调了碳水化合物活性酶工程的变革潜力.
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