Modeling Cell-Free Protein Synthesis Systems-Approaches and Applications

被引:10
|
作者
Mueller, Jan [1 ]
Siemann-Herzberg, Martin [1 ]
Takors, Ralf [1 ]
机构
[1] Univ Stuttgart, Inst Biochem Engn, Stuttgart, Germany
来源
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY | 2020年 / 8卷
关键词
in vitro protein synthesis; cell-free synthetic biology; mathematical model; in silico; ribosomes; transcription and translation; modeling; GENE-EXPRESSION DYNAMICS; STOCHASTIC SIMULATION; FREE TRANSLATION; COLI; RNA;
D O I
10.3389/fbioe.2020.584178
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
In vitro systems are ideal setups to investigate the basic principles of biochemical reactions and subsequently the bricks of life. Cell-free protein synthesis (CFPS) systems mimic the transcription and translation processes of whole cells in a controlled environment and allow the detailed study of single components and reaction networks. In silico studies of CFPS systems help us to understand interactions and to identify limitations and bottlenecks in those systems. Black-box models laid the foundation for understanding the production and degradation dynamics of macromolecule components such as mRNA, ribosomes, and proteins. Subsequently, more sophisticated models revealed shortages in steps such as translation initiation and tRNA supply and helped to partially overcome these limitations. Currently, the scope of CFPS modeling has broadened to various applications, ranging from the screening of kinetic parameters to the stochastic analysis of liposome-encapsulated CFPS systems and the assessment of energy supply properties in combination with flux balance analysis (FBA).
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Coping With Complexity: Machine Learning Optimization of Cell-Free Protein Synthesis
    Caschera, Filippo
    Bedau, Mark A.
    Buchanan, Andrew
    Cawse, James
    de Lucrezia, Davide
    Gazzola, Gianluca
    Hanczyc, Martin M.
    Packard, Norman H.
    BIOTECHNOLOGY AND BIOENGINEERING, 2011, 108 (09) : 2218 - 2228
  • [22] Engine out of the chassis: Cell-free protein synthesis and its uses
    Rosenblum, Gabriel
    Cooperman, Barry S.
    FEBS LETTERS, 2014, 588 (02) : 261 - 268
  • [23] Coarse-Grained Dynamics of Protein Synthesis in a Cell-Free System
    Karzbrun, Eyal
    Shin, Jonghyeon
    Bar-Ziv, Roy H.
    Noireaux, Vincent
    PHYSICAL REVIEW LETTERS, 2011, 106 (04)
  • [24] Amphiphilic Polysaccharide Nanogels as Artificial Chaperones in Cell-Free Protein Synthesis
    Sasaki, Yoshihiro
    Asayama, Wakiko
    Niwa, Tatsuya
    Sawada, Shin-ichi
    Ueda, Takuya
    Taguchi, Hideki
    Akiyoshi, Kazunari
    MACROMOLECULAR BIOSCIENCE, 2011, 11 (06) : 814 - 820
  • [25] Regulatory Components for Bacterial Cell-Free Systems Engineering
    Lee, Pao-Wan
    Maerkl, Sebastian J.
    ACS SYNTHETIC BIOLOGY, 2024, : 3827 - 3841
  • [26] Close allies in membrane protein research: Cell-free synthesis and nanotechnology
    Shadiac, Nadim
    Nagarajan, Yagnesh
    Waters, Shane
    Hrmova, Maria
    MOLECULAR MEMBRANE BIOLOGY, 2013, 30 (03) : 229 - 245
  • [27] High-Throughput Optimization Cycle of a Cell-Free Ribosome Assembly and Protein Synthesis System
    Caschera, Filippo
    Karim, Ashty S.
    Gazzola, Gianluca
    d'Aquino, Anne E.
    Packard, Norman H.
    Jewett, Michael C.
    ACS SYNTHETIC BIOLOGY, 2018, 7 (12): : 2481 - 2853
  • [28] Prolonging cell-free protein synthesis with a novel ATP regeneration system
    Kim, DM
    Swartz, JR
    BIOTECHNOLOGY AND BIOENGINEERING, 1999, 66 (03) : 180 - 188
  • [29] Proteomics-Based Tools for Evaluation of Cell-Free Protein Synthesis
    Hurst, Gregory B.
    Asano, Keiji G.
    Doktycz, Charles J.
    Consoli, Elliot J.
    Doktycz, William L.
    Foster, Carmen M.
    Morrell-Falvey, Jennifer L.
    Standaert, Robert F.
    Doktycz, Mitchel J.
    ANALYTICAL CHEMISTRY, 2017, 89 (21) : 11443 - 11451
  • [30] Cell-free protein synthesis enables high yielding synthesis of an active multicopper oxidase
    Li, Jian
    Lawton, Thomas J.
    Kostecki, Jan S.
    Nisthal, Alex
    Fang, Jia
    Mayo, Stephen L.
    Rosenzweig, Amy C.
    Jewett, Michael C.
    BIOTECHNOLOGY JOURNAL, 2016, 11 (02) : 212 - 218