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
  • [21] Directed evolution of (βα)8-barrel enzymes
    Höcker, B
    BIOMOLECULAR ENGINEERING, 2005, 22 (1-3): : 31 - 38
  • [22] Discovery of superior enzymes by directed molecular evolution
    Brakmann, S
    CHEMBIOCHEM, 2001, 2 (12) : 865 - 871
  • [23] Directed evolution of stereoselective enzymes based on genetic selection as opposed to screening systems
    Acevedo-Rocha, Carlos G.
    Agudo, Ruben
    Reetz, Manfred T.
    JOURNAL OF BIOTECHNOLOGY, 2014, 191 : 3 - 10
  • [24] High-throughput droplet-based microfluidics for directed evolution of enzymes
    Chiu, Flora W. Y.
    Stavrakis, Stavros
    ELECTROPHORESIS, 2019, 40 (21) : 2860 - 2872
  • [25] The Evolution of Cytochrome P450 Enzymes as Biocatalysts in Drug Discovery and Development
    Gillam, Elizabeth M. J.
    Hayes, Martin A.
    CURRENT TOPICS IN MEDICINAL CHEMISTRY, 2013, 13 (18) : 2254 - 2280
  • [26] Enhancement of thermostability of fungal deglycating enzymes by directed evolution
    Hirokawa, Kozo
    Ichiyanagi, Atsushi
    Kajiyama, Naoki
    APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 2008, 78 (05) : 775 - 781
  • [27] Improving the quality of industrially important enzymes by directed evolution
    Rajendra Rani Chirumamilla
    Reddivari Muralidhar
    Roger Marchant
    Poonam Nigam
    Molecular and Cellular Biochemistry, 2001, 224 : 159 - 168
  • [28] CADEE: Computer-Aided Directed Evolution of Enzymes
    Amrein, Beat Anton
    Steffen-Munsberg, Fabian
    Szeler, Ireneusz
    Purg, Miha
    Kulkarni, Yashraj
    Kamerlin, Shina Caroline Lynn
    IUCRJ, 2017, 4 : 50 - 64
  • [29] Improving plastic degrading enzymes via directed evolution
    Joho, Yvonne
    Vongsouthi, Vanessa
    Gomez, Chloe
    Larsen, Joachim S.
    Ardevol, Albert
    Jackson, Colin J.
    PROTEIN ENGINEERING DESIGN & SELECTION, 2024, 37
  • [30] DIRECTED EVOLUTION OF ENZYMES: SMALL CHANGES, BETTER BIOCATALYSTS
    Teixeira, Iris S.
    Milagre, Cintia D. F.
    QUIMICA NOVA, 2020, 43 (06): : 773 - 786