Song Zhongdi, Zhang Qunfeng, Wu Wenhui, Pu Zhongji, Yu Haoran
Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Interdisciplinary Research Academy, Zhejiang Shuren University, Hangzhou, China.
Institute of Bioengineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, Zhejiang, China.
Front Bioeng Biotechnol. 2023 Jan 24;11:1129149. doi: 10.3389/fbioe.2023.1129149. eCollection 2023.
The strategy of rational design to engineer enzymes is to predict the potential mutants based on the understanding of the relationships between protein structure and function, and subsequently introduce the mutations using the site-directed mutagenesis. Rational design methods are universal, relatively fast and have the potential to be developed into algorithms that can quantitatively predict the performance of the designed sequences. Compared to the protein stability, it was more challenging to design an enzyme with improved activity or selectivity, due to the complexity of enzyme molecular structure and inadequate understanding of the relationships between enzyme structures and functions. However, with the development of computational force, advanced algorithm and a deeper understanding of enzyme catalytic mechanisms, rational design could significantly simplify the process of engineering enzyme functions and the number of studies applying rational design strategy has been increasing. Here, we reviewed the recent advances of applying the rational design strategy to engineer enzyme functions including activity and enantioselectivity. Five strategies including multiple sequence alignment, strategy based on steric hindrance, strategy based on remodeling interaction network, strategy based on dynamics modification and computational protein design are discussed and the successful cases using these strategies are introduced.
合理设计工程酶的策略是基于对蛋白质结构与功能关系的理解来预测潜在的突变体,随后使用定点诱变引入突变。合理设计方法具有通用性,相对快速,并且有潜力发展成为能够定量预测设计序列性能的算法。与蛋白质稳定性相比,设计具有更高活性或选择性的酶更具挑战性,这是由于酶分子结构的复杂性以及对酶结构与功能之间关系的理解不足。然而,随着计算能力、先进算法的发展以及对酶催化机制更深入的理解,合理设计能够显著简化工程酶功能的过程,并且应用合理设计策略的研究数量一直在增加。在此,我们综述了应用合理设计策略来工程化酶功能(包括活性和对映选择性)的最新进展。讨论了包括多序列比对、基于空间位阻的策略、基于重塑相互作用网络的策略、基于动力学修饰的策略和计算蛋白质设计在内的五种策略,并介绍了使用这些策略的成功案例。