Mechanistic Insights into Cell-Free Gene Expression through an Integrated -Omics Analysis of Extract Processing Methods.

Cell-free systems derived from crude cell extracts have developed into tools for gene expression, with applications in prototyping, biosensing, and protein production. Key to the development of these systems is optimization of cell extract preparation methods. However, the applied nature of these optimizations often limits investigation into the complex nature of the extracts themselves, which contain thousands of proteins and reaction networks with hundreds of metabolites. Here, we sought to uncover the black box of proteins and metabolites in Escherichia coli cell-free reactions based on different extract preparation methods. We assess changes in transcription and translation activity from σ70 promoters in extracts prepared with acetate or glutamate buffer and the common post-lysis processing steps of a runoff incubation and dialysis. We then utilize proteomic and metabolomic analyses to uncover potential mechanisms behind these changes in gene expression, highlighting the impact of cold shock-like proteins and the role of buffer composition.

[1]  R. Nicol,et al.  High-Throughput Regulatory Part Prototyping and Analysis by Cell-Free Protein Synthesis and Droplet Microfluidics. , 2022, ACS synthetic biology.

[2]  Wadim L. Matochko,et al.  Multivalent designed proteins neutralize SARS-CoV-2 variants of concern and confer protection against infection in mice , 2022, Science Translational Medicine.

[3]  James M Clomburg,et al.  Cell-free prototyping enables implementation of optimized reverse β-oxidation pathways in heterotrophic and autotrophic bacteria , 2022, Nature Communications.

[4]  Mark P. Styczynski,et al.  Systems biology-based analysis of cell-free systems. , 2022, Current opinion in biotechnology.

[5]  Richard J. Giannone,et al.  Carbon-negative production of acetone and isopropanol by gas fermentation at industrial pilot scale , 2022, Nature Biotechnology.

[6]  Dana L. Carper,et al.  Metaproteomics reveals insights into microbial structure, interactions, and dynamic regulation in defined communities as they respond to environmental disturbance , 2021, BMC microbiology.

[7]  Jose A Carrasco Lopez,et al.  Biofoundry-assisted expression and characterization of plant proteins , 2021, Synthetic biology.

[8]  H. Salis,et al.  Tuning Cell-Free Composition Controls the Time Delay, Dynamics, and Productivity of TX-TL Expression. , 2021, ACS synthetic biology.

[9]  Mark P. Styczynski,et al.  Metabolic Dynamics in Escherichia coli-Based Cell-Free Systems. , 2021, ACS synthetic biology.

[10]  J. Oza,et al.  Characterizing and Improving Reaction Times for E. coli-Based Cell-Free Protein Synthesis. , 2021, ACS synthetic biology.

[11]  Julius B. Lucks,et al.  Programming cell-free biosensors with DNA strand displacement circuits , 2021, bioRxiv.

[12]  Jasmine M. Hershewe,et al.  On-demand biomanufacturing of protective conjugate vaccines , 2021, Science Advances.

[13]  Ashty S. Karim,et al.  Toward sustainable, cell-free biomanufacturing. , 2021, Current opinion in biotechnology.

[14]  Eric W. Roth,et al.  Improving cell-free glycoprotein synthesis by characterizing and enriching native membrane vesicles , 2020, Nature Communications.

[15]  Jasmine M. Hershewe,et al.  Cell-free systems for accelerating glycoprotein expression and biomanufacturing , 2020, Journal of industrial microbiology & biotechnology.

[16]  R. Hettich,et al.  Targeted Growth Medium Dropouts Promote Aromatic Compound Synthesis in Crude E. coli Cell-Free Systems. , 2020, ACS synthetic biology.

[17]  Max Zachary Levine,et al.  Activation of energy metabolism through growth media reformulation enables a 24-hour workflow for cell-free expression. , 2020, ACS synthetic biology.

[18]  Matthew W. Lux,et al.  Methodologies for preparation of prokaryotic extracts for cell-free expression systems , 2020, Synthetic and systems biotechnology.

[19]  Mridul Sarker,et al.  Holistic engineering of cell-free systems through proteome-reprogramming synthetic circuits , 2020, Nature Communications.

[20]  Michael C. Jewett,et al.  In vitro prototyping and rapid optimization of biosynthetic enzymes for cell design , 2020, Nature Chemical Biology.

[21]  Michael C Jewett,et al.  Development of a clostridia-based cell-free system for prototyping genetic parts and metabolic pathways. , 2020, Metabolic engineering.

[22]  Ashty S. Karim,et al.  Cell-free prototyping of limonene biosynthesis using cell-free protein synthesis. , 2020, Metabolic engineering.

[23]  Jaeyoung K. Jung,et al.  Cell-free biosensors for rapid detection of water contaminants , 2020, Nature Biotechnology.

[24]  D. Sherman,et al.  Multi-component microscale biosynthesis of unnatural cyanobacterial indole alkaloids. , 2020, ACS synthetic biology.

[25]  Jaeyoung K. Jung,et al.  A primer on emerging field-deployable synthetic biology tools for global water quality monitoring , 2020, npj Clean Water.

[26]  T. Kigawa,et al.  Cold shock proteins improve E. coli cell‐free synthesis in terms of soluble yields of aggregation‐prone proteins , 2020, Biotechnology and bioengineering.

[27]  James U Bowie,et al.  Synthetic Biochemistry: The Bio-inspired Cell-Free Approach to Commodity Chemical Production. , 2020, Trends in biotechnology.

[28]  Jared L. Dopp,et al.  Simple, Functional, Inexpensive Cell Extract for in vitro Prototyping of Proteins with Disulfide Bonds , 2019, bioRxiv.

[29]  Adam D. Silverman,et al.  Cell-free gene expression: an expanded repertoire of applications , 2019, Nature Reviews Genetics.

[30]  Nigel F. Reuel,et al.  Methods to reduce variability in E. Coli-based cell-free protein expression experiments , 2019, Synthetic and systems biotechnology.

[31]  Michael C Jewett,et al.  A Highly Productive, One-Pot Cell-Free Protein Synthesis Platform Based on Genomically Recoded Escherichia coli. , 2019, Cell chemical biology.

[32]  Khalid K. Alam,et al.  Design and optimization of a cell-free atrazine biosensor , 2019, bioRxiv.

[33]  Monica P. McNerney,et al.  Metabolic Profiling of Escherichia coli-based Cell-Free Expression Systems for Process Optimization. , 2019, Industrial & engineering chemistry research.

[34]  M. Mrksich,et al.  A cell-free biosynthesis platform for modular construction of protein glycosylation pathways , 2019, Nature Communications.

[35]  Vincent Noireaux,et al.  Quantitative modeling of transcription and translation of an all-E. coli cell-free system , 2019, Scientific Reports.

[36]  Yong-Chan Kwon,et al.  A Crude Extract Preparation and Optimization from a Genomically Engineered Escherichia coli for the Cell-Free Protein Synthesis System: Practical Laboratory Guideline , 2019, Methods and protocols.

[37]  David Garenne,et al.  Multiplex transcriptional characterizations across diverse bacterial species using cell‐free systems , 2019, Molecular systems biology.

[38]  David Garenne,et al.  Characterization of the all-E. coli transcription-translation system myTXTL by mass spectrometry. , 2019, Rapid communications in mass spectrometry : RCM.

[39]  Julius B. Lucks,et al.  Point-of-Use Detection of Environmental Fluoride via a Cell-Free Riboswitch-Based Biosensor , 2019, bioRxiv.

[40]  Tanveer S. Batth,et al.  Protein Aggregation Capture on Microparticles Enables Multipurpose Proteomics Sample Preparation* , 2019, Molecular & Cellular Proteomics.

[41]  Nicole E. Gregorio,et al.  A User’s Guide to Cell-Free Protein Synthesis , 2019, Methods and protocols.

[42]  By Jared L Dopp,et al.  Cell-free supplement mixtures: Elucidating the history and biochemical utility of additives used to support in vitro protein synthesis in E. coli extract. , 2019, Biotechnology advances.

[43]  Nancy Kelley-Loughnane,et al.  Deconstructing Cell-Free Extract Preparation for in Vitro Activation of Transcriptional Genetic Circuitry. , 2018, ACS synthetic biology.

[44]  Milan Mrksich,et al.  Author Correction: Single-pot glycoprotein biosynthesis using a cell-free transcription-translation system enriched with glycosylation machinery , 2018, Nature Communications.

[45]  Farren J. Isaacs,et al.  Cell-free protein synthesis from genomically recoded bacteria enables multisite incorporation of noncanonical amino acids , 2018, Nature Communications.

[46]  Steffen Rupp,et al.  The E. coli S30 lysate proteome: A prototype for cell-free protein production. , 2018, New biotechnology.

[47]  Richard J. R. Kelwick,et al.  Cell-free prototyping strategies for enhancing the sustainable production of polyhydroxyalkanoates bioplastics , 2017, bioRxiv.

[48]  J. Varner,et al.  Toward a genome scale sequence specific dynamic model of cell-free protein synthesis in Escherichia coli , 2017, bioRxiv.

[49]  Mitchel J Doktycz,et al.  Proteomics-Based Tools for Evaluation of Cell-Free Protein Synthesis. , 2017, Analytical chemistry.

[50]  Michael C Jewett,et al.  Development of a CHO-Based Cell-Free Platform for Synthesis of Active Monoclonal Antibodies. , 2017, ACS synthetic biology.

[51]  M. Siemann‐Herzberg,et al.  Site-Specific Cleavage of Ribosomal RNA in Escherichia coli-Based Cell-Free Protein Synthesis Systems , 2016, PloS one.

[52]  P. Freemont,et al.  Development of a Bacillus subtilis cell-free transcription-translation system for prototyping regulatory elements. , 2016, Metabolic engineering.

[53]  Eveliina Palonen,et al.  Cold Shock Proteins: A Minireview with Special Emphasis on Csp-family of Enteropathogenic Yersinia , 2016, Front. Microbiol..

[54]  Marco Y. Hein,et al.  The Perseus computational platform for comprehensive analysis of (prote)omics data , 2016, Nature Methods.

[55]  Weibo Cai,et al.  NanoLuc: A Small Luciferase Is Brightening Up the Field of Bioluminescence. , 2016, Bioconjugate chemistry.

[56]  Vincent Noireaux,et al.  The All E. coli TX-TL Toolbox 2.0: A Platform for Cell-Free Synthetic Biology. , 2016, ACS synthetic biology.

[57]  R. Aebersold,et al.  The quantitative and condition-dependent Escherichia coli proteome , 2015, Nature Biotechnology.

[58]  Michael C Jewett,et al.  Lysate of engineered Escherichia coli supports high-level conversion of glucose to 2,3-butanediol. , 2015, Metabolic engineering.

[59]  Aaron K. Sato,et al.  A simplified and robust protocol for immunoglobulin expression in E scherichia coli cell‐free protein synthesis systems , 2015, Biotechnology progress.

[60]  Michael C. Jewett,et al.  High-throughput preparation methods of crude extract for robust cell-free protein synthesis , 2015, Scientific Reports.

[61]  James J. Collins,et al.  Paper-Based Synthetic Gene Networks , 2014, Cell.

[62]  Jacek R. Wiśniewski,et al.  Quantitative analysis of the Escherichia coli proteome , 2014, Data in brief.

[63]  Vincent Noireaux,et al.  Linear DNA for rapid prototyping of synthetic biological circuits in an Escherichia coli based TX-TL cell-free system. , 2014, ACS synthetic biology.

[64]  Vincent Noireaux,et al.  Synthesis of 2.3 mg/ml of protein with an all Escherichia coli cell-free transcription-translation system. , 2014, Biochimie.

[65]  Richard D. Smith,et al.  DanteR: an extensible R-based tool for quantitative analysis of -omics data , 2012, Bioinform..

[66]  Bradley Charles Bundy,et al.  Streamlined extract preparation for Escherichia coli-based cell-free protein synthesis by sonication or bead vortex mixing. , 2012, BioTechniques.

[67]  Rui Gan,et al.  Cell-free protein synthesis: applications come of age. , 2012, Biotechnology advances.

[68]  Takuya Ueda,et al.  Global analysis of chaperone effects using a reconstituted cell-free translation system , 2012, Proceedings of the National Academy of Sciences.

[69]  F. Narberhaus,et al.  The Escherichia coli replication inhibitor CspD is subject to growth‐regulated degradation by the Lon protease , 2011, Molecular microbiology.

[70]  B. Ma,et al.  PeaksPTM: Mass spectrometry-based identification of peptides with unspecified modifications. , 2011, Journal of proteome research.

[71]  Hye Seon Lee,et al.  Crystal structure of constitutively monomeric E. coli Hsp33 mutant with chaperone activity , 2011, FEBS letters.

[72]  C. J. Murray,et al.  Microscale to Manufacturing Scale-up of Cell-Free Cytokine Production—A New Approach for Shortening Protein Production Development Timelines , 2011, Biotechnology and bioengineering.

[73]  J. Rabinowitz,et al.  Absolute Metabolite Concentrations and Implied Enzyme Active Site Occupancy in Escherichia coli , 2009, Nature chemical biology.

[74]  Michael C Jewett,et al.  An integrated cell-free metabolic platform for protein production and synthetic biology , 2008, Molecular systems biology.

[75]  K. Woodrow,et al.  A sequential expression system for high‐throughput functional genomic analysis , 2007, Proteomics.

[76]  Jung-Won Keum,et al.  Simple procedures for the construction of a robust and cost-effective cell-free protein synthesis system. , 2006, Journal of biotechnology.

[77]  J. Swartz,et al.  Streamlining Escherichia Coli S30 Extract Preparation for Economical Cell‐Free Protein Synthesis , 2008, Biotechnology progress.

[78]  H. Kalbitzer,et al.  The influence of cold shock proteins on transcription and translation studied in cell‐free model systems , 2005, The FEBS journal.

[79]  Joseph D Puglisi,et al.  Quantitative polysome analysis identifies limitations in bacterial cell-free protein synthesis. , 2005, Biotechnology and bioengineering.

[80]  M. Jewett,et al.  Mimicking the Escherichia coli cytoplasmic environment activates long‐lived and efficient cell‐free protein synthesis , 2004, Biotechnology and bioengineering.

[81]  R. Bar-Ziv,et al.  Principles of cell-free genetic circuit assembly , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[82]  M. Inouye,et al.  CspD, a novel DNA replication inhibitor induced during the stationary phase in Escherichia coli , 2001, Molecular microbiology.

[83]  M. Record,et al.  Biophysical compensation mechanisms buffering E. coli protein-nucleic acid interactions against changing environments. , 1998, Trends in biochemical sciences.

[84]  R. Kohler, The reception of Eduard Buchner's discovery of cell-free fermentation , 1972, Journal of the history of biology.

[85]  M. Nirenberg,et al.  RNA Codewords and Protein Synthesis , 1964, Science.

[86]  Marshall W. Nirenberg,et al.  The dependence of cell-free protein synthesis in E. coli upon naturally occurring or synthetic polyribonucleotides , 1961, Proceedings of the National Academy of Sciences.

[87]  E. Schunck Alkoholische Gährung ohne Hefezellen , 1898 .