Rational design of enzyme activity and enantioselectivity

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, relativ...

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Main Authors: Zhongdi Song, Qunfeng Zhang, Wenhui Wu, Zhongji Pu, Haoran Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2023.1129149/full
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author Zhongdi Song
Qunfeng Zhang
Wenhui Wu
Zhongji Pu
Zhongji Pu
Haoran Yu
Haoran Yu
author_facet Zhongdi Song
Qunfeng Zhang
Wenhui Wu
Zhongji Pu
Zhongji Pu
Haoran Yu
Haoran Yu
author_sort Zhongdi Song
collection DOAJ
description 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.
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spelling doaj.art-910f52e524e645e2b063a2e8b8831e422023-01-24T05:46:40ZengFrontiers Media S.A.Frontiers in Bioengineering and Biotechnology2296-41852023-01-011110.3389/fbioe.2023.11291491129149Rational design of enzyme activity and enantioselectivityZhongdi Song0Qunfeng Zhang1Wenhui Wu2Zhongji Pu3Zhongji Pu4Haoran Yu5Haoran Yu6Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Interdisciplinary Research Academy, Zhejiang Shuren University, Hangzhou, ChinaInstitute of Bioengineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, Zhejiang, ChinaZJU-Hangzhou Global Scientific and Technological Innovation Centre, Hangzhou, Zhejiang, ChinaInstitute of Bioengineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, Zhejiang, ChinaZJU-Hangzhou Global Scientific and Technological Innovation Centre, Hangzhou, Zhejiang, ChinaInstitute of Bioengineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, Zhejiang, ChinaZJU-Hangzhou Global Scientific and Technological Innovation Centre, Hangzhou, Zhejiang, ChinaThe 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.https://www.frontiersin.org/articles/10.3389/fbioe.2023.1129149/fullrational designenzyme engineeringbiocatalysisenzyme activityenzyme enantioselectivity
spellingShingle Zhongdi Song
Qunfeng Zhang
Wenhui Wu
Zhongji Pu
Zhongji Pu
Haoran Yu
Haoran Yu
Rational design of enzyme activity and enantioselectivity
Frontiers in Bioengineering and Biotechnology
rational design
enzyme engineering
biocatalysis
enzyme activity
enzyme enantioselectivity
title Rational design of enzyme activity and enantioselectivity
title_full Rational design of enzyme activity and enantioselectivity
title_fullStr Rational design of enzyme activity and enantioselectivity
title_full_unstemmed Rational design of enzyme activity and enantioselectivity
title_short Rational design of enzyme activity and enantioselectivity
title_sort rational design of enzyme activity and enantioselectivity
topic rational design
enzyme engineering
biocatalysis
enzyme activity
enzyme enantioselectivity
url https://www.frontiersin.org/articles/10.3389/fbioe.2023.1129149/full
work_keys_str_mv AT zhongdisong rationaldesignofenzymeactivityandenantioselectivity
AT qunfengzhang rationaldesignofenzymeactivityandenantioselectivity
AT wenhuiwu rationaldesignofenzymeactivityandenantioselectivity
AT zhongjipu rationaldesignofenzymeactivityandenantioselectivity
AT zhongjipu rationaldesignofenzymeactivityandenantioselectivity
AT haoranyu rationaldesignofenzymeactivityandenantioselectivity
AT haoranyu rationaldesignofenzymeactivityandenantioselectivity