The Crucial Role of Methodology Development in Directed Evolution of Selective Enzymes

被引:342
|
作者
Qu, Ge [1 ]
Li, Aitao [2 ]
Acevedo-Rocha, Carlos G. [3 ]
Sun, Zhoutong [1 ]
Reetz, Manfred T. [1 ,4 ,5 ]
机构
[1] Chinese Acad Sci, Tianjin Inst Ind Biotechnol, 32 West 7th Ave, Tianjin 300308, Peoples R China
[2] Hubei Univ, Hubei Collaborat Innovat Ctr Green Transformat Bi, State Key Lab Biocatalysis & Enzyme Engn, Hubei Key Lab Ind Biotechnol,Coll Life Sci, 368 Youyi Rd, Wuhan 430062, Peoples R China
[3] Biosyntia ApS, DK-2100 Copenhagen, Denmark
[4] Max Planck Inst Kohlenforsch, Kaiser Wilhelm Pl 1, D-45470 Mulheim, Germany
[5] Philipps Univ, Dept Chem, Hans Meerwein Str 4, D-35032 Marburg, Germany
关键词
directed evolution; iterative saturation mutagenesis; machine learning; stereoselectivity; synthetic genes; ITERATIVE SATURATION MUTAGENESIS; SYNTHETIC PROTEIN LIBRARIES; CANDIDA-ANTARCTICA LIPASE; GENE SYNTHESIS METHOD; AMINO-ACID ALPHABETS; IN-VITRO; COMPUTATIONAL TOOLS; LABORATORY EVOLUTION; ACTIVE-SITE; EVOLVING ENANTIOSELECTIVITY;
D O I
10.1002/anie.201901491
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Directed evolution of stereo-, regio-, and chemoselective enzymes constitutes a unique way to generate biocatalysts for synthetically interesting transformations in organic chemistry and biotechnology. In order for this protein engineering technique to be efficient, fast, and reliable, and also of relevance to synthetic organic chemistry, methodology development was and still is necessary. Following a description of early key contributions, this review focuses on recent developments. It includes optimization of molecular biological methods for gene mutagenesis and the design of efficient strategies for their application, resulting in notable reduction of the screening effort (bottleneck of directed evolution). When aiming for laboratory evolution of selectivity and activity, second-generation versions of Combinatorial Active-Site Saturation Test (CAST) and Iterative Saturation Mutagenesis (ISM), both involving saturation mutagenesis (SM) at sites lining the binding pocket, have emerged as preferred approaches, aided by in silico methods such as machine learning. The recently proposed Focused Rational Iterative Site-specific Mutagenesis (FRISM) constitutes a fusion of rational design and directed evolution. On-chip solid-phase chemical gene synthesis for rapid library construction enhances library quality notably by eliminating undesired amino acid bias, the future of directed evolution?
引用
收藏
页码:13204 / 13231
页数:28
相关论文
共 50 条
  • [31] Enhancement of thermostability of fungal deglycating enzymes by directed evolution
    Kozo Hirokawa
    Atsushi Ichiyanagi
    Naoki Kajiyama
    Applied Microbiology and Biotechnology, 2008, 78 : 775 - 781
  • [32] Improving the quality of industrially important enzymes by directed evolution
    Chirumamilla, RR
    Muralidhar, R
    Marchant, R
    Nigam, P
    MOLECULAR AND CELLULAR BIOCHEMISTRY, 2001, 224 (1-2) : 159 - 168
  • [33] Enantioselective enzymes for organic synthesis created by directed evolution
    Reetz, MT
    Jaeger, KE
    CHEMISTRY-A EUROPEAN JOURNAL, 2000, 6 (03) : 407 - 412
  • [34] Droplet Microfluidics and Directed Evolution of Enzymes: An Intertwined Journey
    Stucki, Ariane
    Vallapurackal, Jaicy
    Ward, Thomas R.
    Dittrich, Petra S.
    ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2021, 60 (46) : 24368 - 24387
  • [35] Development of a growth-coupled selection platform for directed evolution of heme biosynthetic enzymes in Corynebacterium glutamicum
    Zhou, Yingyu
    Chen, Jiuzhou
    Pu, Wei
    Cai, Ningyun
    Che, Bin
    Yang, Jinxing
    Wang, Mengmeng
    Zhong, Shasha
    Zuo, Xingtao
    Wang, Depei
    Wang, Yu
    Zheng, Ping
    Sun, Jibin
    FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2023, 11
  • [36] Saccharomyces cerevisiae in directed evolution An efficient tool to improve enzymes
    Gonzalez-Perez, David
    Garcia-Ruiz, Eva
    Alcalde, Miguel
    BIOENGINEERED, 2012, 3 (03) : 172 - 177
  • [37] Creating lactose phosphorylase enzymes by directed evolution of cellobiose phosphorylase
    De Groeve, Manu R. M.
    De Baere, Miet
    Hoflack, Lieve
    Desmet, Tom
    Vandamme, Erick J.
    Soetaert, Wim
    PROTEIN ENGINEERING DESIGN & SELECTION, 2009, 22 (07): : 393 - 399
  • [38] Artificial enzymes bringing together computational design and directed evolution
    Mariz, Beatriz de Pina
    Carvalho, Sara
    Batalha, Iris L.
    Pina, Ana Sofia
    ORGANIC & BIOMOLECULAR CHEMISTRY, 2021, 19 (09) : 1915 - 1925
  • [39] A New Screening Method for the Directed Evolution of Thermostable Bacteriolytic Enzymes
    Heselpoth, Ryan D.
    Nelson, Daniel C.
    JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2012, (69):
  • [40] Artificial enzymes made to order: Combination of computational design and directed evolution
    Ward, Thomas R.
    ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2008, 47 (41) : 7802 - 7803