High-Throughput Optimization Cycle of a Cell-Free Ribosome Assembly and Protein Synthesis System

被引:25
|
作者
Caschera, Filippo [1 ,2 ,3 ]
Karim, Ashty S. [1 ,2 ,3 ]
Gazzola, Gianluca [5 ]
d'Aquino, Anne E. [2 ,3 ,4 ]
Packard, Norman H. [6 ]
Jewett, Michael C. [1 ,2 ,3 ,4 ,5 ,7 ,8 ]
机构
[1] Northwestern Univ, Dept Chem & Biol Engn, Evanston, IL 60208 USA
[2] Northwestern Univ, Chem Life Proc Inst, Evanston, IL 60208 USA
[3] Northwestern Univ, Ctr Synthet Biol, Evanston, IL 60208 USA
[4] Northwestern Univ, Interdisciplinary Biol Sci Program, Evanston, IL 60208 USA
[5] Rutgers Business Sch, Rutgers Ctr Operat Res, 100 Rockafeller Rd, Piscataway, NJ 08854 USA
[6] ProtoLife Inc, 57 Post St Suite 908, San Francisco, CA 94104 USA
[7] Northwestern Univ, Robert H Lurie Comprehens Canc Ctr, Chicago, IL 60611 USA
[8] Northwestern Univ, Simpson Querrey Inst, Chicago, IL 60611 USA
来源
ACS SYNTHETIC BIOLOGY | 2018年 / 7卷 / 12期
基金
美国国家科学基金会;
关键词
synthetic biology; systems biology; metabolism; ribosomes; in vitro; iSAT; evolutionary design of experiments; machine learning; EFFICIENT; EXPRESSION; RNA; TRANSCRIPTION; ATP; RECONSTITUTION; INTEGRATION; DISCOVERY; EVOLUTION; PLATFORM;
D O I
10.1021/acssynbio.8b00276
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Building variant ribosomes offers opportunities to reveal fundamental principles underlying ribosome biogenesis and to make ribosomes with altered properties. However, cell viability limits mutations that can be made to the ribosome. To address this limitation, the in vitro integrated synthesis, assembly and translation (iSAT) method for ribosome construction from the bottom up was recently developed. Unfortunately, iSAT is complex, costly, and laborious to researchers, partially due to the high cost of reaction buffer containing over 20 components. In this study, we develop iSAT in Escherichia coli BL21Rosetta2 cell lysates, a commonly used bacterial strain, with a cost-effective poly sugar and nucleotide monophosphate-based metabolic scheme. We achieved a 10-fold increase in protein yield over our base case with an evolutionary design of experiments approach, screening 490 reaction conditions to optimize the reaction buffer. The computationally guided, cell-free, high-throughput technology presented here augments the way we approach multicomponent synthetic biology projects and efforts to repurpose ribosomes.
引用
收藏
页码:2481 / 2853
页数:25
相关论文
共 50 条
  • [21] Affinity microfluidics enables high-throughput protein degradation analysis in cell-free extracts
    Lev Brio
    Danit Wasserman
    Efrat Michaely-Barbiro
    Gal Barazany-Gal
    Doron Gerber
    Amit Tzur
    Communications Biology, 5
  • [22] Affinity microfluidics enables high-throughput protein degradation analysis in cell-free extracts
    Brio, Lev
    Wasserman, Danit
    Michaely-Barbiro, Efrat
    Barazany-Gal, Gal
    Gerber, Doron
    Tzur, Amit
    COMMUNICATIONS BIOLOGY, 2022, 5 (01)
  • [23] High-throughput cell-free screening of eukaryotic membrane protein expression in lipidic mimetics
    Bruni, Renato
    Laguerre, Aisha
    Kaminska, Anna-Maria
    McSweeney, Sean
    Hendrickson, Wayne A.
    Liu, Qun
    PROTEIN SCIENCE, 2022, 31 (03) : 639 - 651
  • [24] Firm wheat-germ cell-free system with extended vector usage for high-throughput protein screening
    Lee, SungGa
    Lassalle, Michael W.
    JOURNAL OF BIOSCIENCE AND BIOENGINEERING, 2011, 112 (02) : 170 - 177
  • [25] Epitope Mapping Using Ribosome Display in a Reconstituted Cell-Free Protein Synthesis System
    Osada, Eriko
    Shimizu, Yoshihiro
    Akbar, Bintang K.
    Kanamori, Takashi
    Ueda, Takuya
    JOURNAL OF BIOCHEMISTRY, 2009, 145 (05): : 693 - 700
  • [26] High-throughput generation of monoclonal antibodies from single B cells using RT-PCR and a cell-free protein synthesis system
    Nakano, Hideo
    Sabrina, Yunita
    JOURNAL OF BIOSCIENCE AND BIOENGINEERING, 2009, 108 : S22 - S23
  • [27] High-throughput, genome-scale protein production method based on the wheat germ cell-free expression system
    Endo, Y
    Sawasaki, T
    BIOTECHNOLOGY ADVANCES, 2003, 21 (08) : 695 - 713
  • [28] Development of a high-throughput biochemical annotation method of genetic information based on cell-free protein synthesis, and its application to protein biology
    Sawasaki, Tatsuya
    Endo, Yaeta
    SEIKAGAKU, 2007, 79 (03): : 278 - 286
  • [29] High-throughput synthesis of stable isotope-labeled transmembrane proteins for targeted transmembrane proteomics using a wheat germ cell-free protein synthesis system
    Takemori, Nobuaki
    Takemori, Ayako
    Matsuoka, Kazuhiro
    Morishita, Ryo
    Matsushita, Natsuki
    Aoshima, Masato
    Takeda, Hiroyuki
    Sawasaki, Tatsuya
    Endo, Yaeta
    Higashiyama, Shigeki
    MOLECULAR BIOSYSTEMS, 2015, 11 (02) : 361 - 365
  • [30] Protein folding and assembly in a cell-free expression system
    Fedorov, AN
    Baldwin, TO
    MOLECULAR CHAPERONES, 1998, 290 : 1 - 17