1
|
Bothe A, Ban N. A highly optimized human in vitro translation system. CELL REPORTS METHODS 2024; 4:100755. [PMID: 38608690 PMCID: PMC11046033 DOI: 10.1016/j.crmeth.2024.100755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 02/19/2024] [Accepted: 03/20/2024] [Indexed: 04/14/2024]
Abstract
In vitro translation is an important method for studying fundamental aspects of co- and post-translational gene regulation, as well as for protein expression in the laboratory and on an industrial scale. Here, by re-examining and improving a human in vitro translation system (HITS), we were able to develop a minimal system where only four components are needed to supplement human cell lysates. Functional characterization of our improved HITS revealed the synergistic effect of mRNA capping and polyadenylation. Furthermore, we found that mRNAs are translated with an efficiency equal to or higher than existing state-of-the-art mammalian in vitro translation systems. Lastly, we present an easy preparation procedure for cytoplasmic extracts from cultured HeLa cells, which can be performed in any cell culture laboratory. These methodological advances will allow HITSs to become a widespread tool in basic molecular biology research.
Collapse
Affiliation(s)
- Adrian Bothe
- Department of Biology, Institute of Molecular Biology and Biophysics, ETH Zurich, 8093 Zurich, Switzerland
| | - Nenad Ban
- Department of Biology, Institute of Molecular Biology and Biophysics, ETH Zurich, 8093 Zurich, Switzerland.
| |
Collapse
|
2
|
Lee SJ, Kim DM. Cell-Free Synthesis: Expediting Biomanufacturing of Chemical and Biological Molecules. Molecules 2024; 29:1878. [PMID: 38675698 PMCID: PMC11054211 DOI: 10.3390/molecules29081878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 04/14/2024] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
The increasing demand for sustainable alternatives underscores the critical need for a shift away from traditional hydrocarbon-dependent processes. In this landscape, biomanufacturing emerges as a compelling solution, offering a pathway to produce essential chemical materials with significantly reduced environmental impacts. By utilizing engineered microorganisms and biomass as raw materials, biomanufacturing seeks to achieve a carbon-neutral footprint, effectively counteracting the carbon dioxide emissions associated with fossil fuel use. The efficiency and specificity of biocatalysts further contribute to lowering energy consumption and enhancing the sustainability of the production process. Within this context, cell-free synthesis emerges as a promising approach to accelerate the shift towards biomanufacturing. Operating with cellular machinery in a controlled environment, cell-free synthesis offers multiple advantages: it enables the rapid evaluation of biosynthetic pathways and optimization of the conditions for the synthesis of specific chemicals. It also holds potential as an on-demand platform for the production of personalized and specialized products. This review explores recent progress in cell-free synthesis, highlighting its potential to expedite the transformation of chemical processes into more sustainable biomanufacturing practices. We discuss how cell-free techniques not only accelerate the development of new bioproducts but also broaden the horizons for sustainable chemical production. Additionally, we address the challenges of scaling these technologies for commercial use and ensuring their affordability, which are critical for cell-free systems to meet the future demands of industries and fully realize their potential.
Collapse
Affiliation(s)
| | - Dong-Myung Kim
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, 99 Daehak-Ro, Daejeon 34134, Republic of Korea;
| |
Collapse
|
3
|
Fábrega MJ, Knödlseder N, Nevot G, Sanvicente M, Toloza L, Santos-Moreno J, Güell M. Establishing a Cell-Free Transcription-Translation Platform for Cutibacterium acnes to Prototype Engineered Metabolic and Synthetic Biology. ACS Biomater Sci Eng 2023; 9:5101-5110. [PMID: 34971313 PMCID: PMC10498419 DOI: 10.1021/acsbiomaterials.1c00894] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
In the past few years, new bacterial-cell-free transcription-translation systems have emerged as potent and quick platforms for protein production as well as for prototyping of DNA regulatory elements, genetic circuits, and metabolic pathways. The Gram-positive commensal Cutibacterium acnes is one of the most abundant bacteria present in the human skin microbiome. However, it has recently been reported that some C. acnes phylotypes can be associated with common inflammatory skin conditions, such as acne vulgaris, whereas others seem to play a protective role, acting as possible "skin probiotics". This fact has made C. acnes become a bacterial model of interest for the cosmetic industry. In the present study we report for the first time the development and optimization of a C. acnes-based cell-free system (CFS) that is able to produce 85 μg/mL firefly luciferase. We highlight the importance of harvesting the bacterial pellet in mid log phase and maintaining CFS reactions at 30 °C and physiological pH to obtain the optimal yield. Additionally, a C. acnes promoter library was engineered to compare coupled in vitro TX-TL activities, and a temperature biosensor was tested, demonstrating the wide range of applications of this toolkit in the synthetic biology field.
Collapse
Affiliation(s)
- María-José Fábrega
- Department of Experimental
and Health Sciences, Pompeu Fabra University, Carrer del Dr. Aiguader 88, 00803 Barcelona, Spain
| | - Nastassia Knödlseder
- Department of Experimental
and Health Sciences, Pompeu Fabra University, Carrer del Dr. Aiguader 88, 00803 Barcelona, Spain
| | - Guillermo Nevot
- Department of Experimental
and Health Sciences, Pompeu Fabra University, Carrer del Dr. Aiguader 88, 00803 Barcelona, Spain
| | - Marta Sanvicente
- Department of Experimental
and Health Sciences, Pompeu Fabra University, Carrer del Dr. Aiguader 88, 00803 Barcelona, Spain
| | - Lorena Toloza
- Department of Experimental
and Health Sciences, Pompeu Fabra University, Carrer del Dr. Aiguader 88, 00803 Barcelona, Spain
| | - Javier Santos-Moreno
- Department of Experimental
and Health Sciences, Pompeu Fabra University, Carrer del Dr. Aiguader 88, 00803 Barcelona, Spain
| | - Marc Güell
- Department of Experimental
and Health Sciences, Pompeu Fabra University, Carrer del Dr. Aiguader 88, 00803 Barcelona, Spain
| |
Collapse
|
4
|
Key reaction components affect the kinetics and performance robustness of cell-free protein synthesis reactions. Comput Struct Biotechnol J 2022; 20:218-229. [PMID: 35024094 PMCID: PMC8718664 DOI: 10.1016/j.csbj.2021.12.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 12/08/2021] [Accepted: 12/08/2021] [Indexed: 11/23/2022] Open
Abstract
Novel cell-free protein synthesis reaction buffer improves performance by 400%. Enhanced performance is maintained across the synthesis of different proteins. Protein synthesis performance is robust across different cell lysate batches and E. coli strains. Buffer components affect aspects of reaction kinetics in differing ways.
Cell-free protein synthesis (CFPS) reactions have grown in popularity with particular interest in applications such as gene construct prototyping, biosensor technologies and the production of proteins with novel chemistry. Work has frequently focussed on optimising CFPS protocols for improving protein yield, reducing cost, or developing streamlined production protocols. Here we describe a statistical Design of Experiments analysis of 20 components of a popular CFPS reaction buffer. We simultaneously identify factors and factor interactions that impact on protein yield, rate of reaction, lag time and reaction longevity. This systematic experimental approach enables the creation of a statistical model capturing multiple behaviours of CFPS reactions in response to components and their interactions. We show that a novel reaction buffer outperforms the reference reaction by 400% and importantly reduces failures in CFPS across batches of cell lysates, strains of E. coli, and in the synthesis of different proteins. Detailed and quantitative understanding of how reaction components affect kinetic responses and robustness is imperative for future deployment of cell-free technologies.
Collapse
Key Words
- 3-PGA, 3-phosphoglyceric acid
- ATP, adenosine triphosphate
- Automation
- CFE, cell-free extract
- CFPS, cell-free protein synthesis
- CTP, cytidine triphosphate
- Cell-free protein synthesis (CFPS)
- CoA, coenzyme A
- DSD, Definitive Screening Design
- DTT, dithiothreitol
- Design of Experiments (DoE)
- DoE, Design of Experiments
- FEU, fluorescein equivalent units
- G-6-P, glucose-6-phosphate
- GTP, guanosine triphosphate
- HEPES, 4-(2-hydroxyethyl)-1-piperazineethanesulfonic acid
- K-glutamate, potassium glutamate
- LB, lysogeny broth
- Mg, magnesium glutamate
- NAD, nicotinamide adenine dinucleotide
- NTP, nucleoside triphosphate
- OFAT, one-factor-at-a-time
- PEG-8000, polyethylene glycol 8000
- PEP, phosphoenolpyruvate
- RFU, relative fluorescence units
- RSM, Response Surface Model
- Robustness
- Statistical engineering
- UTP, uridine triphosphate
- X-gal, 5-bromo-4-chloro-3-indolyl-β-D-galactopyranoside
- cAMP, cyclic adenosine monophosphate
- eGFP, enhanced green fluorescent protein
- tRNA, transfer ribonucleic acid
Collapse
|
5
|
Why Do Tethered-Bilayer Lipid Membranes Suit for Functional Membrane Protein Reincorporation? APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11114876] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Membrane proteins (MPs) are essential for cellular functions. Understanding the functions of MPs is crucial as they constitute an important class of drug targets. However, MPs are a challenging class of biomolecules to analyze because they cannot be studied outside their native environment. Their structure, function and activity are highly dependent on the local lipid environment, and these properties are compromised when the protein does not reside in the cell membrane. Mammalian cell membranes are complex and composed of different lipid species. Model membranes have been developed to provide an adequate environment to envisage MP reconstitution. Among them, tethered-Bilayer Lipid Membranes (tBLMs) appear as the best model because they allow the lipid bilayer to be decoupled from the support. Thus, they provide a sufficient aqueous space to envisage the proper accommodation of large extra-membranous domains of MPs, extending outside. Additionally, as the bilayer remains attached to tethers covalently fixed to the solid support, they can be investigated by a wide variety of surface-sensitive analytical techniques. This review provides an overview of the different approaches developed over the last two decades to achieve sophisticated tBLMs, with a more and more complex lipid composition and adapted for functional MP reconstitution.
Collapse
|
6
|
Colant N, Melinek B, Frank S, Rosenberg W, Bracewell DG. Escherichia Coli-Based Cell-Free Protein Synthesis for Iterative Design of Tandem-Core Virus-Like Particles. Vaccines (Basel) 2021; 9:193. [PMID: 33669126 PMCID: PMC7996620 DOI: 10.3390/vaccines9030193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 02/15/2021] [Accepted: 02/22/2021] [Indexed: 11/25/2022] Open
Abstract
Tandem-core hepatitis B core antigen (HBcAg) virus-like particles (VLPs), in which two HBcAg monomers are joined together by a peptide linker, can be used to display two different antigens on the VLP surface. We produced universal influenza vaccine candidates that use this scaffold in an Escherichia coli-based cell-free protein synthesis (CFPS) platform. We then used the CFPS system to rapidly test modifications to the arginine-rich region typically found in wild-type HBcAg, the peptide linkers around the influenza antigen inserts, and the plasmid vector backbone to improve titer and quality. Using a minimal plasmid vector backbone designed for CFPS improved titers by at least 1.4-fold over the original constructs. When the linker lengths for the influenza inserts were more consistent in length and a greater variety of codons for glycine and serine were utilized, titers were further increased to over 70 μg/mL (4.0-fold greater than the original construct) and the presence of lower molecular weight product-related impurities was significantly reduced, although improvements in particle assembly were not seen. Furthermore, any constructs with the C-terminal arginine-rich region removed resulted in asymmetric particles of poor quality. This demonstrates the potential for CFPS as a screening platform for VLPs.
Collapse
Affiliation(s)
- Noelle Colant
- Department of Biochemical Engineering, University College London, London WC1E 6BT, UK; (N.C.); (B.M.); (S.F.)
| | - Beatrice Melinek
- Department of Biochemical Engineering, University College London, London WC1E 6BT, UK; (N.C.); (B.M.); (S.F.)
| | - Stefanie Frank
- Department of Biochemical Engineering, University College London, London WC1E 6BT, UK; (N.C.); (B.M.); (S.F.)
| | - William Rosenberg
- Division of Medicine, UCL Institute for Liver and Digestive Health, Royal Free Campus, London NW3 2PF, UK;
| | - Daniel G. Bracewell
- Department of Biochemical Engineering, University College London, London WC1E 6BT, UK; (N.C.); (B.M.); (S.F.)
| |
Collapse
|
7
|
Wang X, Zhu K, Chen D, Wang J, Wang X, Xu A, Wu L, Li L, Chen S. Monitoring arsenic using genetically encoded biosensors in vitro: The role of evolved regulatory genes. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2021; 207:111273. [PMID: 32916524 DOI: 10.1016/j.ecoenv.2020.111273] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 08/31/2020] [Accepted: 09/01/2020] [Indexed: 06/11/2023]
Abstract
Toxic pollutant (TP) detection in situ using analytical instruments or whole-cell biosensors is inconvenient. Designing and developing genetically coded biosensors in vitro for real-world TP detection is a promising alternative. However, because the bioactivity and stability of some key biomolecules are weakened in vitro, the response and regulation of reporter protein become difficult. Here, we established a genetically encoded biosensor in vitro with an arsenical resistance operon repressor (ArsR) and GFP reporter gene. Given that the wildtype ArsR did not respond to arsenic and activate GFP expression in vitro, we found, after screening, an evolved ArsR mutant ep3 could respond to arsenic and exhibited an approximately 3.4-fold fluorescence increase. Arsenic induced expression of both wildtype ArsR and ep3 mutant in vitro, however, only ep3 mutant regulated the expression of reporter gene. Furthermore, the effects of cell extracts, temperature, pH, incubation, and equilibrium time were investigated, and the equilibration of reaction mixtures for 30 min at 37 °C was found to be essential for in vitro arsenic detection prior to treatment with arsenic. Based on our data, we established a standard procedure for arsenic detection in vitro. Our results will facilitate the practical application of genetically encoded biosensors in TP monitoring.
Collapse
Affiliation(s)
- Xuanyu Wang
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, China Academy of Sciences, Hefei, Anhui, 230031, China; University of Science and Technology of China, Hefei, Anhui, 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui, 230031, China
| | - Kaili Zhu
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, China Academy of Sciences, Hefei, Anhui, 230031, China; University of Science and Technology of China, Hefei, Anhui, 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui, 230031, China
| | - Dongdong Chen
- Institute of Physical Science and Information Technology, Anhui University, Hefei, Anhui, 230601, China
| | - Juan Wang
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, China Academy of Sciences, Hefei, Anhui, 230031, China; University of Science and Technology of China, Hefei, Anhui, 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui, 230031, China
| | - Xiaofei Wang
- School of Biology, Food and Environment, Hefei University, Hefei, Anhui, 230601, China
| | - An Xu
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, China Academy of Sciences, Hefei, Anhui, 230031, China; University of Science and Technology of China, Hefei, Anhui, 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui, 230031, China
| | - Lijun Wu
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, China Academy of Sciences, Hefei, Anhui, 230031, China; University of Science and Technology of China, Hefei, Anhui, 230026, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui, 230031, China; Institute of Physical Science and Information Technology, Anhui University, Hefei, Anhui, 230601, China
| | - Luzhi Li
- School of Biology, Food and Environment, Hefei University, Hefei, Anhui, 230601, China
| | - Shaopeng Chen
- Key Laboratory of High Magnetic Field and Ion Beam Physical Biology, Hefei Institutes of Physical Science, China Academy of Sciences, Hefei, Anhui, 230031, China; Key Laboratory of Environmental Toxicology and Pollution Control Technology of Anhui Province, Hefei, Anhui, 230031, China.
| |
Collapse
|
8
|
Spice AJ, Aw R, Bracewell DG, Polizzi KM. Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort. Synth Syst Biotechnol 2020; 5:137-144. [PMID: 32637667 PMCID: PMC7320237 DOI: 10.1016/j.synbio.2020.06.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 06/07/2020] [Accepted: 06/08/2020] [Indexed: 12/20/2022] Open
Abstract
A renaissance in cell-free protein synthesis (CFPS) is underway, enabled by the acceleration and adoption of synthetic biology methods. CFPS has emerged as a powerful platform technology for synthetic gene network design, biosensing and on-demand biomanufacturing. Whilst primarily of bacterial origin, cell-free extracts derived from a variety of host organisms have been explored, aiming to capitalise on cellular diversity and the advantageous properties associated with those organisms. However, cell-free extracts produced from eukaryotes are often overlooked due to their relatively low yields, despite the potential for improved protein folding and posttranslational modifications. Here we describe further development of a Pichia pastoris cell-free platform, a widely used expression host in both academia and the biopharmaceutical industry. Using a minimised Design of Experiments (DOE) approach, we were able to increase the productivity of the system by improving the composition of the complex reaction mixture. This was achieved in a minimal number of experimental runs, within the constraints of the design and without the need for liquid-handling robots. In doing so, we were able to estimate the main effects impacting productivity in the system and increased the protein synthesis of firefly luciferase and the biopharmaceutical HSA by 4.8-fold and 3.5-fold, respectively. This study highlights the P. pastoris-based cell-free system as a highly productive eukaryotic platform and displays the value of minimised DOE designs.
Collapse
Key Words
- AB, Albumin Blue
- CFPS, cell-free protein synthesis
- CHO, Chinese hamster ovary cells
- Cell-free protein synthesis
- DOE, design of Experiments
- DSD, definitive screening design
- Design of experiments (DOE)
- HSA, human serum albumin
- IRES, internal ribosome entry site
- Pichia pastoris
- RRL, rabbit reticulocyte lysate
- Synthetic biology
- VLP, virus-like particles
- WGE, wheat-germ etract
Collapse
Affiliation(s)
- Alex J. Spice
- Department of Chemical Engineering, Imperial College London, London, UK
- Imperial College Centre for Synthetic Biology, Imperial College London, UK
| | - Rochelle Aw
- Department of Chemical Engineering, Imperial College London, London, UK
- Imperial College Centre for Synthetic Biology, Imperial College London, UK
| | - Daniel G. Bracewell
- Department of Biochemical Engineering, University College London, London, UK
| | - Karen M. Polizzi
- Department of Chemical Engineering, Imperial College London, London, UK
- Imperial College Centre for Synthetic Biology, Imperial College London, UK
| |
Collapse
|
9
|
Kögler LM, Stichel J, Beck-Sickinger AG. Structural investigations of cell-free expressed G protein-coupled receptors. Biol Chem 2020; 401:97-116. [PMID: 31539345 DOI: 10.1515/hsz-2019-0292] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 09/02/2019] [Indexed: 12/11/2022]
Abstract
G protein-coupled receptors (GPCRs) are of great pharmaceutical interest and about 35% of the commercial drugs target these proteins. Still there is huge potential left in finding molecules that target new GPCRs or that modulate GPCRs differentially. For a rational drug design, it is important to understand the structure, binding and activation of the protein of interest. Structural investigations of GPCRs remain challenging, although huge progress has been made in the last 20 years, especially in the generation of crystal structures of GPCRs. This is mostly caused by issues with the expression yield, purity or labeling. Cell-free protein synthesis (CFPS) is an efficient alternative for recombinant expression systems that can potentially address many of these problems. In this article the use of CFPS for structural investigations of GPCRs is reviewed. We compare different CFPS systems, including the cellular basis and reaction configurations, and strategies for an efficient solubilization. Next, we highlight recent advances in the structural investigation of cell-free expressed GPCRs, with special emphasis on the role of photo-crosslinking approaches to investigate ligand binding sites on GPCRs.
Collapse
Affiliation(s)
- Lisa Maria Kögler
- Institute of Biochemistry, Faculty of Biosciences, Pharmacy and Psychology, Leipzig University, Brüderstr. 34, D-04103 Leipzig, Germany
| | - Jan Stichel
- Institute of Biochemistry, Faculty of Biosciences, Pharmacy and Psychology, Leipzig University, Brüderstr. 34, D-04103 Leipzig, Germany
| | - Annette G Beck-Sickinger
- Institute of Biochemistry, Faculty of Biosciences, Pharmacy and Psychology, Leipzig University, Brüderstr. 34, D-04103 Leipzig, Germany
| |
Collapse
|
10
|
Zhou C, Lin X, Lu Y, Zhang J. Flexible on-demand cell-free protein synthesis platform based on a tube-in-tube reactor. REACT CHEM ENG 2020. [DOI: 10.1039/c9re00394k] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A flexible on-demand cell-free protein synthesis platform using a tube-in-tube reactor is established for continuous synthesis of different protein drugs.
Collapse
Affiliation(s)
- Caijin Zhou
- The State Key Lab of Chemical Engineering
- Department of Chemical Engineering
- Tsinghua University
- Beijing 100084
- China
| | - Xiaomei Lin
- Key Lab of Industrial Biocatalysis
- Ministry of Education
- Department of Chemical Engineering
- Tsinghua University
- Beijing 100084
| | - Yuan Lu
- Key Lab of Industrial Biocatalysis
- Ministry of Education
- Department of Chemical Engineering
- Tsinghua University
- Beijing 100084
| | - Jisong Zhang
- The State Key Lab of Chemical Engineering
- Department of Chemical Engineering
- Tsinghua University
- Beijing 100084
- China
| |
Collapse
|
11
|
Lim HJ, Kim DM. Cell-Free Metabolic Engineering: Recent Developments and Future Prospects. Methods Protoc 2019; 2:mps2020033. [PMID: 31164613 PMCID: PMC6632161 DOI: 10.3390/mps2020033] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 04/21/2019] [Accepted: 04/24/2019] [Indexed: 02/03/2023] Open
Abstract
Due to the ongoing crises of fossil fuel depletion, climate change, and environmental pollution, microbial processes are increasingly considered as a potential alternative for cleaner and more efficient production of the diverse chemicals required for modern civilization. However, many issues, including low efficiency of raw material conversion and unintended release of genetically modified microorganisms into the environment, have limited the use of bioprocesses that rely on recombinant microorganisms. Cell-free metabolic engineering is emerging as a new approach that overcomes the limitations of existing cell-based systems. Instead of relying on metabolic processes carried out by living cells, cell-free metabolic engineering harnesses the metabolic activities of cell lysates in vitro. Such approaches offer several potential benefits, including operational simplicity, high conversion yield and productivity, and prevention of environmental release of microorganisms. In this article, we review the recent progress in this field and discuss the prospects of this technique as a next-generation bioconversion platform for the chemical industry.
Collapse
Affiliation(s)
- Hye Jin Lim
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 34134, Korea.
| | - Dong-Myung Kim
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 34134, Korea.
| |
Collapse
|
12
|
Supramaniam P, Ces O, Salehi-Reyhani A. Microfluidics for Artificial Life: Techniques for Bottom-Up Synthetic Biology. MICROMACHINES 2019; 10:E299. [PMID: 31052344 PMCID: PMC6562628 DOI: 10.3390/mi10050299] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 04/24/2019] [Accepted: 04/26/2019] [Indexed: 01/08/2023]
Abstract
Synthetic biology is a rapidly growing multidisciplinary branch of science that exploits the advancement of molecular and cellular biology. Conventional modification of pre-existing cells is referred to as the top-down approach. Bottom-up synthetic biology is an emerging complementary branch that seeks to construct artificial cells from natural or synthetic components. One of the aims in bottom-up synthetic biology is to construct or mimic the complex pathways present in living cells. The recent, and rapidly growing, application of microfluidics in the field is driven by the central tenet of the bottom-up approach-the pursuit of controllably generating artificial cells with precisely defined parameters, in terms of molecular and geometrical composition. In this review we survey conventional methods of artificial cell synthesis and their limitations. We proceed to show how microfluidic approaches have been pivotal in overcoming these limitations and ushering in a new generation of complexity that may be imbued in artificial cells and the milieu of applications that result.
Collapse
Affiliation(s)
- Pashiini Supramaniam
- Department of Chemistry, White City Campus, Imperial College London, London SW7 2AZ, UK.
| | - Oscar Ces
- Department of Chemistry, White City Campus, Imperial College London, London SW7 2AZ, UK.
- FabriCELL, Imperial College London, London SW7 2AZ, UK.
| | - Ali Salehi-Reyhani
- FabriCELL, Imperial College London, London SW7 2AZ, UK.
- Department of Chemistry, King's College London, Britannia House, London SE1 1DB, UK.
| |
Collapse
|
13
|
Abstract
Cell-free protein synthesis (CFPS) has become an established tool for rapid protein synthesis in order to accelerate the discovery of new enzymes and the development of proteins with improved characteristics. Over the past years, progress in CFPS system preparation has been made towards simplification, and many applications have been developed with regard to tailor-made solutions for specific purposes. In this review, various preparation methods of CFPS systems are compared and the significance of individual supplements is assessed. The recent applications of CFPS are summarized and the potential for biocatalyst development discussed. One of the central features is the high-throughput synthesis of protein variants, which enables sophisticated approaches for rapid prototyping of enzymes. These applications demonstrate the contribution of CFPS to enhance enzyme functionalities and the complementation to in vivo protein synthesis. However, there are different issues to be addressed, such as the low predictability of CFPS performance and transferability to in vivo protein synthesis. Nevertheless, the usage of CFPS for high-throughput enzyme screening has been proven to be an efficient method to discover novel biocatalysts and improved enzyme variants.
Collapse
|
14
|
Byun JY, Lee KH, Shin YB, Kim DM. Cascading Amplification of Immunoassay Signal by Cell-Free Expression of Firefly Luciferase from Detection Antibody-Conjugated DNA in an Escherichia coli Extract. ACS Sens 2019; 4:93-99. [PMID: 30582797 DOI: 10.1021/acssensors.8b00949] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An expression immunoassay is a powerful technique that combines unique features of immunosorbent assays and cell-free protein synthesis. The main advantage of the expression immunoassay is a greatly amplified signal, whereas a conventional enzyme-linked immunosorbent assay (ELISA) employs a single enzyme molecule conjugated to a detection antibody to produce a measurable signal. Expression immunoassays utilize a DNA molecule conjugated to a target-bound antibody to generate multiple enzyme molecules that then produce the signal. To date, expression immunoassays have not been widely adopted due to the limited availability of efficient methods for translating antibody-conjugated DNA. We developed a highly efficient translation module for expression immunoassays using an Escherichia coli extract-based cell-free protein synthesis system. When we used our immunoassay technique to detect α-fetoprotein, we achieved a limit of detection of 7 fM. Given the outstanding sensitivity that can be obtained with only minimal modifications to the procedure of standard ELISA, we believe that this method will open up new possibilities for widespread application of expression immunoassays to ultrasensitive detection and diagnostics.
Collapse
Affiliation(s)
- Ju-Young Byun
- Hazards Monitoring BioNano Research Center, Korea Research Institute of Bioscience & Biotechnology (KRIBB), Daejeon 34141, Korea
| | - Kyung-Ho Lee
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 34134, Korea
| | - Yong-Beom Shin
- Hazards Monitoring BioNano Research Center, Korea Research Institute of Bioscience & Biotechnology (KRIBB), Daejeon 34141, Korea
- BioNano Health Guard Research Center (H-GUARD), Daejeon 34141, Korea
| | - Dong-Myung Kim
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 34134, Korea
| |
Collapse
|
15
|
Dopp BJL, Tamiev DD, Reuel NF. Cell-free supplement mixtures: Elucidating the history and biochemical utility of additives used to support in vitro protein synthesis in E. coli extract. Biotechnol Adv 2019; 37:246-258. [DOI: 10.1016/j.biotechadv.2018.12.006] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 12/06/2018] [Accepted: 12/15/2018] [Indexed: 12/18/2022]
|
16
|
Failmezger J, Scholz S, Blombach B, Siemann-Herzberg M. Cell-Free Protein Synthesis From Fast-Growing Vibrio natriegens. Front Microbiol 2018; 9:1146. [PMID: 29910785 PMCID: PMC5992293 DOI: 10.3389/fmicb.2018.01146] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 05/14/2018] [Indexed: 12/02/2022] Open
Abstract
Vibrio natriegens constitutes one of the fastest-growing nonpathogenic bacteria and a potential novel workhorse for many biotechnological applications. Here, we report the development of a Vibrio-based cell-free protein synthesis system (CFPS). Specifically, up to 0.4 g L-1 eGFP could be successfully synthesized in small-scale batch reactions using cell-free extract obtained from fast-growing V. natriegens cultures. Versatile CFPS system characterization attained by combining the analyses of key metabolites for translation and ribosomes revealed limitations regarding rRNA stability and critical substrate consumption (e.g., amino acids). Alternatively, rRNA showed increased stability by inducing Mg2+homeostasis in the reaction. Although the enormous translation capacity of the CFPS system based on the available ribosome concentration could not yet be fully exploited, its potential was successfully demonstrated by activating an endogenous transcription unit with V. natriegensRNA polymerase (RNAP) for protein expression. This allowed the use of in vitro screening for promoter strength, a critical factor for efficient gene expression in vitro and in vivo. Three different promoters were tested and output signals corresponded well with the expected affinity for V. natriegens RNAP. This established CFPS toolbox may provide a foundation to establish V. natriegens as a valuable platform in biotechnology as well as synthetic biology.
Collapse
|
17
|
Hoffmann B, Löhr F, Laguerre A, Bernhard F, Dötsch V. Protein labeling strategies for liquid-state NMR spectroscopy using cell-free synthesis. PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY 2018; 105:1-22. [PMID: 29548364 DOI: 10.1016/j.pnmrs.2017.11.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 11/16/2017] [Indexed: 05/17/2023]
Abstract
Preparation of a protein sample for liquid-state nuclear magnetic resonance (NMR) spectroscopy analysis requires optimization of many parameters. This review describes labeling strategies for obtaining assignments of protein resonances. Particular emphasis is placed on the advantages of cell-free protein production, which enables exclusive labeling of the protein of interest, thereby simplifying downstream processing steps and increasing the availability of different labeling strategies for a target protein. Furthermore, proteins can be synthesized in milligram yields, and the open nature of the cell-free system allows the addition of stabilizers, scrambling inhibitors or hydrophobic solubilization environments directly during the protein synthesis, which is especially beneficial for membrane proteins. Selective amino acid labeling of the protein of interest, the possibility of addressing scrambling issues and avoiding the need for labile amino acid precursors have been key factors in enabling the introduction of new assignment strategies based on different labeling schemes as well as on new pulse sequences. Combinatorial selective labeling methods have been developed to reduce the number of protein samples necessary to achieve a complete backbone assignment. Furthermore, selective labeling helps to decrease spectral overlap and overcome size limitations for solution NMR analysis of larger complexes, oligomers, intrinsically disordered proteins and membrane proteins.
Collapse
Affiliation(s)
- Beate Hoffmann
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University, Max-von-Laue Str. 9, 60438 Frankfurt, Germany
| | - Frank Löhr
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University, Max-von-Laue Str. 9, 60438 Frankfurt, Germany
| | - Aisha Laguerre
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University, Max-von-Laue Str. 9, 60438 Frankfurt, Germany
| | - Frank Bernhard
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University, Max-von-Laue Str. 9, 60438 Frankfurt, Germany
| | - Volker Dötsch
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University, Max-von-Laue Str. 9, 60438 Frankfurt, Germany.
| |
Collapse
|
18
|
Damiati S, Mhanna R, Kodzius R, Ehmoser EK. Cell-Free Approaches in Synthetic Biology Utilizing Microfluidics. Genes (Basel) 2018; 9:E144. [PMID: 29509709 PMCID: PMC5867865 DOI: 10.3390/genes9030144] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 02/26/2018] [Accepted: 02/28/2018] [Indexed: 11/16/2022] Open
Abstract
Synthetic biology is a rapidly growing multidisciplinary branch of science which aims to mimic complex biological systems by creating similar forms. Constructing an artificial system requires optimization at the gene and protein levels to allow the formation of entire biological pathways. Advances in cell-free synthetic biology have helped in discovering new genes, proteins, and pathways bypassing the complexity of the complex pathway interactions in living cells. Furthermore, this method is cost- and time-effective with access to the cellular protein factory without the membrane boundaries. The freedom of design, full automation, and mimicking of in vivo systems reveal advantages of synthetic biology that can improve the molecular understanding of processes, relevant for life science applications. In parallel, in vitro approaches have enhanced our understanding of the living system. This review highlights the recent evolution of cell-free gene design, proteins, and cells integrated with microfluidic platforms as a promising technology, which has allowed for the transformation of the concept of bioprocesses. Although several challenges remain, the manipulation of biological synthetic machinery in microfluidic devices as suitable 'homes' for in vitro protein synthesis has been proposed as a pioneering approach for the development of new platforms, relevant in biomedical and diagnostic contexts towards even the sensing and monitoring of environmental issues.
Collapse
Affiliation(s)
- Samar Damiati
- Department of Biochemistry, Faculty of Science, King Abdulaziz University (KAU), Jeddah 21589, Saudi Arabia.
| | - Rami Mhanna
- Biomedical Engineering Program, The American University of Beirut (AUB), Beirut 1107-2020, Lebanon.
| | - Rimantas Kodzius
- Mathematics and Natural Sciences Department, The American University of Iraq, Sulaimani, Sulaymaniyah 46001, Iraq.
- Faculty of Medicine, Ludwig Maximilian University of Munich (LMU), 80539 Munich, Germany.
- Faculty of Medicine, Technical University of Munich (TUM), 81675 Munich, Germany.
| | - Eva-Kathrin Ehmoser
- Department of Nanobiotechnology, Institute for Synthetic Bioarchitecture, University of Natural Resources and Life Sciences, 1190 Vienna, Austria.
| |
Collapse
|
19
|
Nagaraj VH, Greene JM, Sengupta AM, Sontag ED. Translation inhibition and resource balance in the TX-TL cell-free gene expression system. Synth Biol (Oxf) 2017; 2:ysx005. [PMID: 32995506 PMCID: PMC7445783 DOI: 10.1093/synbio/ysx005] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 10/02/2017] [Accepted: 10/06/2017] [Indexed: 11/14/2022] Open
Abstract
Quantifying the effect of vital resources on transcription (TX) and translation (TL) helps to understand the degree to which the concentration of each resource must be regulated for achieving homeostasis. Utilizing the synthetic TX-TL system, we study the impact of nucleotide triphosphates (NTPs) and magnesium (Mg2+) on gene expression. Recent observations of the counter-intuitive phenomenon of suppression of gene expression at high NTP concentrations have led to the speculation that such suppression is due to the consumption of resources by TX, hence leaving fewer resources for TL. In this work, we investigate an alternative hypothesis: direct suppression of the TL rate via stoichiometric mismatch in necessary reagents. We observe NTP-dependent suppression even in the early phase of gene expression, contradicting the resource-limitation argument. To further decouple the contributions of TX and TL, we performed gene expression experiments with purified messenger RNA (mRNA). Simultaneously monitoring mRNA and protein abundances allowed us to extract a time-dependent translation rate. Measuring TL rates for different Mg2+ and NTP concentrations, we observe a complex resource dependence. We demonstrate that TL is the rate-limiting process that is directly inhibited by high NTP concentrations. Additional Mg2+ can partially reverse this inhibition. In several experiments, we observe two maxima of the TL rate viewed as a function of both Mg2+ and NTP concentration, which can be explained in terms of an NTP-independent effect on the ribosome complex and an NTP-Mg2+ titration effect. The non-trivial compensatory effects of abundance of different vital resources signal the presence of complex regulatory mechanisms to achieve optimal gene expression.
Collapse
Affiliation(s)
- Vijayalakshmi H Nagaraj
- Department of Physics and Astronomy, Center for Quantitative Biology (CQB), Rutgers University, Piscataway, NJ, USA
| | - James M Greene
- Department of Mathematics and CQB, Rutgers University, Piscataway, NJ, USA
| | - Anirvan M Sengupta
- Department of Physics and Astronomy and CQB, Rutgers University, Piscataway, NJ, USA
| | - Eduardo D Sontag
- Department of Mathematics and CQB, Rutgers University, Piscataway, NJ, USA
| |
Collapse
|
20
|
Failmezger J, Rauter M, Nitschel R, Kraml M, Siemann-Herzberg M. Cell-free protein synthesis from non-growing, stressed Escherichia coli. Sci Rep 2017; 7:16524. [PMID: 29184159 PMCID: PMC5705671 DOI: 10.1038/s41598-017-16767-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Accepted: 11/16/2017] [Indexed: 01/01/2023] Open
Abstract
Cell-free protein synthesis is a versatile protein production system. Performance of the protein synthesis depends on highly active cytoplasmic extracts. Extracts from E. coli are believed to work best; they are routinely obtained from exponential growing cells, aiming to capture the most active translation system. Here, we report an active cell-free protein synthesis system derived from cells harvested at non-growth, stressed conditions. We found a downshift of ribosomes and proteins. However, a characterization revealed that the stoichiometry of ribosomes and key translation factors was conserved, pointing to a fully intact translation system. This was emphasized by synthesis rates, which were comparable to those of systems obtained from fast-growing cells. Our approach is less laborious than traditional extract preparation methods and multiplies the yield of extract per cultivation. This simplified growth protocol has the potential to attract new entrants to cell-free protein synthesis and to broaden the pool of applications. In this respect, a translation system originating from heat stressed, non-growing E. coli enabled an extension of endogenous transcription units. This was demonstrated by the sigma factor depending activation of parallel transcription. Our cell-free expression platform adds to the existing versatility of cell-free translation systems and presents a tool for cell-free biology.
Collapse
Affiliation(s)
- Jurek Failmezger
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | - Michael Rauter
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | - Robert Nitschel
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | - Michael Kraml
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | | |
Collapse
|
21
|
Katsura K, Matsuda T, Tomabechi Y, Yonemochi M, Hanada K, Ohsawa N, Sakamoto K, Takemoto C, Shirouzu M. A reproducible and scalable procedure for preparing bacterial extracts for cell-free protein synthesis. J Biochem 2017; 162:357-369. [PMID: 28992119 PMCID: PMC7109869 DOI: 10.1093/jb/mvx039] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2017] [Accepted: 05/21/2017] [Indexed: 01/30/2023] Open
Abstract
Cell-free protein synthesis is a useful method for preparing proteins for functional or structural analyses. However, batch-to-batch variability with regard to protein synthesis activity remains a problem for large-scale production of cell extract in the laboratory. To address this issue, we have developed a novel procedure for large-scale preparation of bacterial cell extract with high protein synthesis activity. The developed procedure comprises cell cultivation using a fermentor, harvesting and washing of cells by tangential flow filtration, cell disruption with high-pressure homogenizer and continuous diafiltration. By optimizing and combining these methods, ∼100 ml of the cell extract was prepared from 150 g of Escherichia coli cells. The protein synthesis activities, defined as the yield of protein per unit of absorbance at 260 nm of the cell extract, were shown to be reproducible, and the average activity of several batches was twice that obtained using a previously reported method. In addition, combinatorial use of the high-pressure homogenizer and diafiltration increased the scalability, indicating that the cell concentration at disruption varies from 0.04 to 1 g/ml. Furthermore, addition of Gam protein and examinations of the N-terminal sequence rendered the extract prepared here useful for rapid screening with linear DNA templates.
Collapse
Affiliation(s)
- Kazushige Katsura
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Takayoshi Matsuda
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Yuri Tomabechi
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Mayumi Yonemochi
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Kazuharu Hanada
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Noboru Ohsawa
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Kensaku Sakamoto
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Chie Takemoto
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Mikako Shirouzu
- Division of Structural and Synthetic Biology, RIKEN Center for Life Science Technology, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| |
Collapse
|
22
|
Oesterle S, Roberts TM, Widmer LA, Mustafa H, Panke S, Billerbeck S. Sequence-based prediction of permissive stretches for internal protein tagging and knockdown. BMC Biol 2017; 15:100. [PMID: 29084520 PMCID: PMC5661948 DOI: 10.1186/s12915-017-0440-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Accepted: 10/11/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Internal tagging of proteins by inserting small functional peptides into surface accessible permissive sites has proven to be an indispensable tool for basic and applied science. Permissive sites are typically identified by transposon mutagenesis on a case-by-case basis, limiting scalability and their exploitation as a system-wide protein engineering tool. METHODS We developed an apporach for predicting permissive stretches (PSs) in proteins based on the identification of length-variable regions (regions containing indels) in homologous proteins. RESULTS We verify that a protein's primary structure information alone is sufficient to identify PSs. Identified PSs are predicted to be predominantly surface accessible; hence, the position of inserted peptides is likely suitable for diverse applications. We demonstrate the viability of this approach by inserting a Tobacco etch virus protease recognition site (TEV-tag) into several PSs in a wide range of proteins, from small monomeric enzymes (adenylate kinase) to large multi-subunit molecular machines (ATP synthase) and verify their functionality after insertion. We apply this method to engineer conditional protein knockdowns directly in the Escherichia coli chromosome and generate a cell-free platform with enhanced nucleotide stability. CONCLUSIONS Functional internally tagged proteins can be rationally designed and directly chromosomally implemented. Critical for the successful design of protein knockdowns was the incorporation of surface accessibility and secondary structure predictions, as well as the design of an improved TEV-tag that enables efficient hydrolysis when inserted into the middle of a protein. This versatile and portable approach can likely be adapted for other applications, and broadly adopted. We provide guidelines for the design of internally tagged proteins in order to empower scientists with little or no protein engineering expertise to internally tag their target proteins.
Collapse
Affiliation(s)
- Sabine Oesterle
- Department of Biosystems Science and Engineering, ETH Zürich, Mattenstrasse 26, 4058, Basel, Switzerland
| | - Tania Michelle Roberts
- Department of Biosystems Science and Engineering, ETH Zürich, Mattenstrasse 26, 4058, Basel, Switzerland
| | - Lukas Andreas Widmer
- Department of Biosystems Science and Engineering, ETH Zürich, Mattenstrasse 26, 4058, Basel, Switzerland
- Swiss Institute of Bioinformatics, Mattenstrasse 26, 4058, Basel, Switzerland
- Life Science Zürich Graduate School in Systems Biology, Zürich, Switzerland
| | - Harun Mustafa
- Department of Biosystems Science and Engineering, ETH Zürich, Mattenstrasse 26, 4058, Basel, Switzerland
- Department of Computer Science, ETH Zürich, Zürich, Switzerland
| | - Sven Panke
- Department of Biosystems Science and Engineering, ETH Zürich, Mattenstrasse 26, 4058, Basel, Switzerland
| | - Sonja Billerbeck
- Department of Biosystems Science and Engineering, ETH Zürich, Mattenstrasse 26, 4058, Basel, Switzerland.
- Present address: Chemistry Department, Columbia University, 550 West 120th Street, New York, NY, 10027, USA.
| |
Collapse
|
23
|
Wei P, Wang Q, Hang B, Shi F, Cai J, Huang L, Xu Z. High-level cell-free expression and functional characterization of a novel aquaporin from Photobactetrium profundum SS9. Process Biochem 2017. [DOI: 10.1016/j.procbio.2017.05.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
24
|
Expression, Purification, and Characterization of a Sucrose Nonfermenting 1-Related Protein Kinases 2 of Arabidopsis thaliana in E. coli-Based Cell-Free System. BIOMED RESEARCH INTERNATIONAL 2016; 2016:9469356. [PMID: 27999818 PMCID: PMC5143698 DOI: 10.1155/2016/9469356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 10/23/2016] [Indexed: 11/17/2022]
Abstract
The plant-specific sucrose nonfermenting 1-related protein kinase 2 (SnRK2) family is considered an important regulator of plant responses to abiotic stresses such as drought, cold, salinity, and nutrition deficiency. However, little information is available on how SnRK2s regulate sulfur deprivation responses in Arabidopsis. Large-scale production of SnRK2 kinases in vitro can help to elucidate the biochemical properties and physiological functions of this protein family. However, heterogenous expression of SnRK2s usually leads to inactive proteins. In this study, we expressed a recombinant Arabidopsis SnRK2.1 in a modified E. coli cell-free system, which combined two kinds of extracts allowing for a convenient and affordable protein preparation. The recombinant SnRK2.1 was produced in large-scale and the autophosphorylation activity of purified SnRK2.1 was characterized, allowing for further biochemical and substrate binding analysis in sulfur signaling. The application of this improved E. coli cell-free system provides us a promising and convenient platform to enhance expression of the target proteins economically.
Collapse
|
25
|
Failmezger J, Nitschel R, Sánchez-Kopper A, Kraml M, Siemann-Herzberg M. Site-Specific Cleavage of Ribosomal RNA in Escherichia coli-Based Cell-Free Protein Synthesis Systems. PLoS One 2016; 11:e0168764. [PMID: 27992588 PMCID: PMC5167549 DOI: 10.1371/journal.pone.0168764] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Accepted: 12/06/2016] [Indexed: 01/12/2023] Open
Abstract
Cell-free protein synthesis, which mimics the biological protein production system, allows rapid expression of proteins without the need to maintain a viable cell. Nevertheless, cell-free protein expression relies on active in vivo translation machinery including ribosomes and translation factors. Here, we examined the integrity of the protein synthesis machinery, namely the functionality of ribosomes, during (i) the cell-free extract preparation and (ii) the performance of in vitro protein synthesis by analyzing crucial components involved in translation. Monitoring the 16S rRNA, 23S rRNA, elongation factors and ribosomal protein S1, we show that processing of a cell-free extract results in no substantial alteration of the translation machinery. Moreover, we reveal that the 16S rRNA is specifically cleaved at helix 44 during in vitro translation reactions, resulting in the removal of the anti-Shine-Dalgarno sequence. These defective ribosomes accumulate in the cell-free system. We demonstrate that the specific cleavage of the 16S rRNA is triggered by the decreased concentrations of Mg2+. In addition, we provide evidence that helix 44 of the 30S ribosomal subunit serves as a point-of-entry for ribosome degradation in Escherichia coli. Our results suggest that Mg2+ homeostasis is fundamental to preserving functional ribosomes in cell-free protein synthesis systems, which is of major importance for cell-free protein synthesis at preparative scale, in order to create highly efficient technical in vitro systems.
Collapse
MESH Headings
- Cell-Free System/chemistry
- Cell-Free System/metabolism
- Escherichia coli/chemistry
- Escherichia coli/metabolism
- Magnesium/chemistry
- Magnesium/metabolism
- Protein Biosynthesis
- RNA Processing, Post-Transcriptional
- RNA, Bacterial/chemistry
- RNA, Bacterial/metabolism
- RNA, Ribosomal, 16S/chemistry
- RNA, Ribosomal, 16S/metabolism
- RNA, Ribosomal, 23S/chemistry
- RNA, Ribosomal, 23S/metabolism
- Ribosome Subunits, Small, Bacterial/chemistry
- Ribosome Subunits, Small, Bacterial/metabolism
Collapse
Affiliation(s)
- Jurek Failmezger
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | - Robert Nitschel
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | | | - Michael Kraml
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | | |
Collapse
|
26
|
Krinsky N, Kaduri M, Shainsky-Roitman J, Goldfeder M, Ivanir E, Benhar I, Shoham Y, Schroeder A. A Simple and Rapid Method for Preparing a Cell-Free Bacterial Lysate for Protein Synthesis. PLoS One 2016; 11:e0165137. [PMID: 27768741 PMCID: PMC5074584 DOI: 10.1371/journal.pone.0165137] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Accepted: 10/06/2016] [Indexed: 01/20/2023] Open
Abstract
Cell-free protein synthesis (CFPS) systems are important laboratory tools that are used for various synthetic biology applications. Here, we present a simple and inexpensive laboratory-scale method for preparing a CFPS system from E. coli. The procedure uses basic lab equipment, a minimal set of reagents, and requires less than one hour to process the bacterial cell mass into a functional S30-T7 extract. BL21(DE3) and MRE600 E. coli strains were used to prepare the S30-T7 extract. The CFPS system was used to produce a set of fluorescent and therapeutic proteins of different molecular weights (up to 66 kDa). This system was able to produce 40-150 μg-protein/ml, with variations depending on the plasmid type, expressed protein and E. coli strain. Interestingly, the BL21-based CFPS exhibited stability and increased activity at 40 and 45°C. To the best of our knowledge, this is the most rapid and affordable lab-scale protocol for preparing a cell-free protein synthesis system, with high thermal stability and efficacy in producing therapeutic proteins.
Collapse
Affiliation(s)
- Nitzan Krinsky
- Laboratory for Targeted Drug Delivery and Personalized Medicine Technologies, Department of Chemical Engineering, Technion – Israel Institute of Technology, Haifa, Israel
- The Interdisciplinary Program for Biotechnology, Technion – Israel Institute of Technology, Haifa, Israel
| | - Maya Kaduri
- Laboratory for Targeted Drug Delivery and Personalized Medicine Technologies, Department of Chemical Engineering, Technion – Israel Institute of Technology, Haifa, Israel
| | - Janna Shainsky-Roitman
- Laboratory for Targeted Drug Delivery and Personalized Medicine Technologies, Department of Chemical Engineering, Technion – Israel Institute of Technology, Haifa, Israel
| | - Mor Goldfeder
- Laboratory for Targeted Drug Delivery and Personalized Medicine Technologies, Department of Chemical Engineering, Technion – Israel Institute of Technology, Haifa, Israel
| | - Eran Ivanir
- Department of Biotechnology and Food Engineering, Technion – Israel Institute of Technology, Haifa, Israel
| | - Itai Benhar
- Department of Molecular Microbiology and Biotechnology, The Georg S. Wise Faculty of Life Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Yuval Shoham
- Department of Biotechnology and Food Engineering, Technion – Israel Institute of Technology, Haifa, Israel
| | - Avi Schroeder
- Laboratory for Targeted Drug Delivery and Personalized Medicine Technologies, Department of Chemical Engineering, Technion – Israel Institute of Technology, Haifa, Israel
- * E-mail:
| |
Collapse
|
27
|
Focke PJ, Hein C, Hoffmann B, Matulef K, Bernhard F, Dötsch V, Valiyaveetil FI. Combining in Vitro Folding with Cell Free Protein Synthesis for Membrane Protein Expression. Biochemistry 2016; 55:4212-9. [PMID: 27384110 DOI: 10.1021/acs.biochem.6b00488] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Cell free protein synthesis (CFPS) has emerged as a promising methodology for protein expression. While polypeptide production is very reliable and efficient using CFPS, the correct cotranslational folding of membrane proteins during CFPS is still a challenge. In this contribution, we describe a two-step protocol in which the integral membrane protein is initially expressed by CFPS as a precipitate followed by an in vitro folding procedure using lipid vesicles for converting the protein precipitate to the correctly folded protein. We demonstrate the feasibility of using this approach for the K(+) channels KcsA and MVP and the amino acid transporter LeuT. We determine the crystal structure of the KcsA channel obtained by CFPS and in vitro folding to show the structural similarity to the cellular expressed KcsA channel and to establish the feasibility of using this two-step approach for membrane protein production for structural studies. Our studies show that the correct folding of these membrane proteins with complex topologies can take place in vitro without the involvement of the cellular machinery for membrane protein biogenesis. This indicates that the folding instructions for these complex membrane proteins are contained entirely within the protein sequence.
Collapse
Affiliation(s)
- Paul J Focke
- Program in Chemical Biology, Department of Physiology and Pharmacology, Oregon Health & Science University , 3181 Southwest Sam Jackson Park Road, Portland, Oregon 97239, United States
| | - Christopher Hein
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University , Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
| | - Beate Hoffmann
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University , Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
| | - Kimberly Matulef
- Program in Chemical Biology, Department of Physiology and Pharmacology, Oregon Health & Science University , 3181 Southwest Sam Jackson Park Road, Portland, Oregon 97239, United States
| | - Frank Bernhard
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University , Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
| | - Volker Dötsch
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University , Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
| | - Francis I Valiyaveetil
- Program in Chemical Biology, Department of Physiology and Pharmacology, Oregon Health & Science University , 3181 Southwest Sam Jackson Park Road, Portland, Oregon 97239, United States
| |
Collapse
|
28
|
Henrich E, Hein C, Dötsch V, Bernhard F. Membrane protein production in Escherichia coli cell-free lysates. FEBS Lett 2015; 589:1713-22. [PMID: 25937121 DOI: 10.1016/j.febslet.2015.04.045] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2015] [Revised: 04/17/2015] [Accepted: 04/21/2015] [Indexed: 01/01/2023]
Abstract
Cell-free protein production has become a core technology in the rapidly spreading field of synthetic biology. In particular the synthesis of membrane proteins, highly problematic proteins in conventional cellular production systems, is an ideal application for cell-free expression. A large variety of artificial as well as natural environments for the optimal co-translational folding and stabilization of membrane proteins can rationally be designed. The high success rate of cell-free membrane protein production allows to focus on individually selected targets and to modulate their functional and structural properties with appropriate supplements. The efficiency and robustness of lysates from Escherichia coli strains allow a wide diversity of applications and we summarize current strategies for the successful production of high quality membrane protein samples.
Collapse
Affiliation(s)
- Erik Henrich
- Institute of Biophysical Chemistry, Centre for Biomolecular Magnetic Resonance, J.W. Goethe-University, Frankfurt-am-Main, Germany
| | - Christopher Hein
- Institute of Biophysical Chemistry, Centre for Biomolecular Magnetic Resonance, J.W. Goethe-University, Frankfurt-am-Main, Germany
| | - Volker Dötsch
- Institute of Biophysical Chemistry, Centre for Biomolecular Magnetic Resonance, J.W. Goethe-University, Frankfurt-am-Main, Germany
| | - Frank Bernhard
- Institute of Biophysical Chemistry, Centre for Biomolecular Magnetic Resonance, J.W. Goethe-University, Frankfurt-am-Main, Germany.
| |
Collapse
|
29
|
Liu Y, Fritz BR, Anderson MJ, Schoborg JA, Jewett MC. Characterizing and alleviating substrate limitations for improved in vitro ribosome construction. ACS Synth Biol 2015; 4:454-62. [PMID: 25079899 DOI: 10.1021/sb5002467] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Complete cell-free synthesis of ribosomes could make possible minimal cell projects and the construction of variant ribosomes with new functions. Recently, we reported the development of an integrated synthesis, assembly, and translation (iSAT) method for in vitro construction of Escherichia coli ribosomes. iSAT allows simultaneous rRNA synthesis, ribosome assembly, and reporter protein expression as a measure of ribosome activity. Here, we explore causes of iSAT reaction termination to improve efficiency and yields. We discovered that phosphoenolpyruvate (PEP), the secondary energy substrate, and nucleoside triphosphates (NTPs) were rapidly degraded during iSAT reactions. In turn, we observed a significant drop in the adenylate energy charge and termination of protein synthesis. Furthermore, we identified that the accumulation of inorganic phosphate is inhibitory to iSAT. Fed-batch replenishment of PEP and magnesium glutamate (to offset the inhibitory effects of accumulating phosphate by repeated additions of PEP) prior to energy depletion prolonged the reaction duration 2-fold and increased superfolder green fluorescent protein (sfGFP) yield by ~75%. By adopting a semi-continuous method, where passive diffusion enables substrate replenishment and byproduct removal, we prolonged iSAT reaction duration 5-fold and increased sfGFP yield 7-fold to 7.5 ± 0.7 μmol L(-1). This protein yield is the highest ever reported for iSAT reactions. Our results underscore the critical role energy substrates play in iSAT and highlight the importance of understanding metabolic processes that influence substrate depletion for cell-free synthetic biology.
Collapse
Affiliation(s)
- Yi Liu
- Interdepartmental Biological Sciences Graduate
Program, ‡Chemistry of Life
Processes Institute, §Department of Chemical and Biological Engineering, ∥Member, Robert H. Lurie Comprehensive
Cancer Center, ⊥Affiliate Member, Institute for Bionanotechnology in Medicine, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Brian R. Fritz
- Interdepartmental Biological Sciences Graduate
Program, ‡Chemistry of Life
Processes Institute, §Department of Chemical and Biological Engineering, ∥Member, Robert H. Lurie Comprehensive
Cancer Center, ⊥Affiliate Member, Institute for Bionanotechnology in Medicine, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Mark J. Anderson
- Interdepartmental Biological Sciences Graduate
Program, ‡Chemistry of Life
Processes Institute, §Department of Chemical and Biological Engineering, ∥Member, Robert H. Lurie Comprehensive
Cancer Center, ⊥Affiliate Member, Institute for Bionanotechnology in Medicine, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Jennifer A. Schoborg
- Interdepartmental Biological Sciences Graduate
Program, ‡Chemistry of Life
Processes Institute, §Department of Chemical and Biological Engineering, ∥Member, Robert H. Lurie Comprehensive
Cancer Center, ⊥Affiliate Member, Institute for Bionanotechnology in Medicine, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Michael C. Jewett
- Interdepartmental Biological Sciences Graduate
Program, ‡Chemistry of Life
Processes Institute, §Department of Chemical and Biological Engineering, ∥Member, Robert H. Lurie Comprehensive
Cancer Center, ⊥Affiliate Member, Institute for Bionanotechnology in Medicine, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| |
Collapse
|
30
|
A cost-effective polyphosphate-based metabolism fuels an all E. coli cell-free expression system. Metab Eng 2014; 27:29-37. [PMID: 25446973 DOI: 10.1016/j.ymben.2014.10.007] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2014] [Revised: 09/18/2014] [Accepted: 10/23/2014] [Indexed: 12/20/2022]
Abstract
A new cost-effective metabolism providing an ATP-regeneration system for cell-free protein synthesis is presented. Hexametaphosphate, a polyphosphate molecule, is used as phosphate donor together with maltodextrin, a polysaccharide used as carbon source to stimulate glycolysis. Remarkably, addition of enzymes is not required for this metabolism, which is carried out by endogenous catalysts present in the Escherichia coli crude extract. This new ATP regeneration system allows efficient recycling of inorganic phosphate, a strong inhibitor of protein synthesis. We show that up to 1.34-1.65mg/mL of active reporter protein is synthesized in batch-mode reaction after 5h of incubation. Unlike typical hybrid in vitro protein synthesis systems based on bacteriophage transcription, expression is carried out through E. coli promoters using only the endogenous transcription-translation molecular machineries provided by the extract. We demonstrate that traditional expensive energy regeneration systems, such as creatine phosphate, phosphoenolpyruvate or phosphoglycerate, can be replaced by a cost-effective metabolic scheme suitable for cell-free protein synthesis applications. Our work also shows that cell-free systems are useful platforms for metabolic engineering.
Collapse
|
31
|
Alternative fermentation conditions for improved Escherichia coli-based cell-free protein synthesis for proteins requiring supplemental components for proper synthesis. Process Biochem 2014. [DOI: 10.1016/j.procbio.2013.10.012] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
|
32
|
Liguori L, Marques B, Villegas-Méndez A, Rothe R, Lenormand JL. Production of membrane proteins using cell–free expression systems. Expert Rev Proteomics 2014; 4:79-90. [PMID: 17288517 DOI: 10.1586/14789450.4.1.79] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Different overexpression systems are widely used in the laboratory to produce proteins in a reasonable amount for functional and structural studies. However, to optimize these systems without modifying the cellular functions of the living organism remains a challenging task. Cell-free expression systems have become a convenient method for the high-throughput expression of recombinant proteins, and great effort has been focused on generating high yields of proteins. Furthermore, these systems represent an attractive alternative for producing difficult-to-express proteins, such as membrane proteins. In this review, we highlight the recent improvements of these cell-free expression systems and their direct applications in the fields of membrane proteins production, protein therapy and modern proteomics.
Collapse
Affiliation(s)
- Lavinia Liguori
- University Joseph Fourier, HumProTher Laboratory, GREPI, CHU-Grenoble, 38043 Grenoble, France.
| | | | | | | | | |
Collapse
|
33
|
Catherine C, Lee KH, Oh SJ, Kim DM. Cell-free platforms for flexible expression and screening of enzymes. Biotechnol Adv 2013; 31:797-803. [DOI: 10.1016/j.biotechadv.2013.04.009] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Revised: 04/06/2013] [Accepted: 04/26/2013] [Indexed: 12/20/2022]
|
34
|
Effect of organic acids found in cottonseed hull hydrolysate on the xylitol fermentation by Candida tropicalis. Bioprocess Biosyst Eng 2012; 36:1053-61. [PMID: 23138642 DOI: 10.1007/s00449-012-0858-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2012] [Accepted: 10/29/2012] [Indexed: 10/27/2022]
Abstract
Five organic acids (acetic, ferulic, 4-hydroxybenzoic, formic and levulinic acids) typically associated in the hemicellulose hydrolysate were selected to study their effects on the xylitol fermentation. The effects of individual and combined additions were independently evaluated on the following parameters: inhibitory concentration; initial cell concentration; pH value; and membrane integrity. The results showed that the toxicities of organic acids were related to their hydrophobility and significantly affected by the fermentative pH value. In addition, it was revealed that the paired combinations of organic acids did not impose synergetic inhibition. Moreover, it was found that the fermentation inhibition could be alleviated with the simple manipulations by increasing the initial cell concentration, raising the initial pH value and minimizing furfural levels by evaporation during the concentration of hydrolysates. The proposed strategies for minimizing the negative effects could be adopted to improve the xylitol fermentation in the industrial applications.
Collapse
|
35
|
A multiphysics model of in vitro transcription coupling enzymatic reaction and precipitation formation. Biophys J 2012; 102:221-30. [PMID: 22339858 DOI: 10.1016/j.bpj.2011.12.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2011] [Revised: 12/04/2011] [Accepted: 12/06/2011] [Indexed: 11/23/2022] Open
Abstract
Multiphysics modeling, which integrates the models studied in different disciplines so far, is an indispensable approach toward a comprehensive understanding of biological systems composed of diverse phenomena. However, the variety of the models is narrower than the actual diverse phenomena because of the difficulty in coupling independent models separately studied in different disciplines for the actual coupled phenomena. In this study, we develop a mathematical model coupling an enzymatic reaction and mineralization formation. As a test case, we selected an in vitro transcription system where a transcription reaction occurs along with the precipitation formation of magnesium pyrophosphate (Mg(2)PPi). To begin, we experimentally elucidated how the transcription reaction and the precipitation formation are coupled. In the analysis, we applied a Michaelis-Menten-type equation to the transcription reaction and a semiempirical equation describing the correlation between the induction period and the supersaturation ratio to the precipitation formation, respectively. Based on the experimental results, we then integrated these two models. These models were connected by supersaturation that increases as the transcription reaction proceeds and becomes the driving force of the precipitation. We believe that our modeling approach could significantly contribute to the development of newer multiphysics models in systems biology such as bone metabolic networks.
Collapse
|
36
|
Kai L, Roos C, Haberstock S, Proverbio D, Ma Y, Junge F, Karbyshev M, Dötsch V, Bernhard F. Systems for the cell-free synthesis of proteins. Methods Mol Biol 2012; 800:201-225. [PMID: 21964791 DOI: 10.1007/978-1-61779-349-3_14] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
We describe a system for the cell-free expression of proteins based on extracts from Escherichia coli. Two reaction configurations, batch and continuous exchange, are discussed and analytical scale as well as preparative scale setups are documented. Guidelines for the systematic development and optimization of cell-free expression protocols are given in detail. We further provide specific protocols and parameters for the cell-free production of membrane proteins. High-throughput screening applications of CF expression systems are exemplified as new tools for genomics and proteomics studies.
Collapse
Affiliation(s)
- Lei Kai
- Centre for Biomolecular Magnetic Resonance, Institute for Biophysical Chemistry, Goethe-University of Frankfurt/Main, Frankfurt/Main, Germany
| | | | | | | | | | | | | | | | | |
Collapse
|
37
|
Kim HC, Kwon YC, Lee KH, Kim DM. Multi-hour translation of mRNA in a cell-free system. BIOTECHNOL BIOPROC E 2011. [DOI: 10.1007/s12257-010-0417-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
38
|
Caschera F, Bedau MA, Buchanan A, Cawse J, de Lucrezia D, Gazzola G, Hanczyc MM, Packard NH. Coping with complexity: Machine learning optimization of cell-free protein synthesis. Biotechnol Bioeng 2011; 108:2218-28. [DOI: 10.1002/bit.23178] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2010] [Revised: 03/29/2011] [Accepted: 04/04/2011] [Indexed: 11/12/2022]
|
39
|
Khnouf R, Olivero D, Jin S, Fan ZH. Miniaturized fluid array for high-throughput protein expression. Biotechnol Prog 2010; 26:1590-6. [DOI: 10.1002/btpr.474] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
|
40
|
Pedersen A, Hellberg K, Enberg J, Karlsson BG. Rational improvement of cell-free protein synthesis. N Biotechnol 2010; 28:218-24. [PMID: 20603235 DOI: 10.1016/j.nbt.2010.06.015] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2010] [Accepted: 06/26/2010] [Indexed: 11/25/2022]
Abstract
Experimental design principles were applied on cell-free protein synthesis to optimize performance with regard to the expression yield and the incorporation efficiency of amino acid precursors. A versatile screening platform based on batch-mode cell-free expression and central composite design was used. The performance of different extracts (S12 and S30), the concentration dependence of key components and the effect of different additives were investigated. We find that the initial expression yield can be enhanced twofold to threefold in this manner. The improved conditions comprise a modified S12 extract, optimized concentrations of creatine phosphate and key amino acids, as well as introduction of ketoacid additives. Our results show that current cell-free expression technology is far from optimal and that higher yields and increased utilization of the provided precursors are attainable with further optimization.
Collapse
Affiliation(s)
- Anders Pedersen
- Swedish NMR Centre, University of Gothenburg, PO Box 465, SE-40530 Gothenburg, Sweden
| | | | | | | |
Collapse
|
41
|
Abstract
We have been developing and using an Escherichia coli cell extract-based coupled transcription-translation cell-free system. The development includes many different issues such as cell extract preparation, template construction, reaction condition, reaction format, and automation. These developments improved the efficiency, productivity, and throughput of our prokaryotic cell-free system, enabling us to use the system as one of the standard expression methods in our group. Our system certainly has the largest successful applications especially to the protein production for the structure determination, among the existing cell-free protein synthesis systems.
Collapse
|
42
|
Khnouf R, Beebe DJ, Fan ZH. Cell-free protein expression in a microchannel array with passive pumping. LAB ON A CHIP 2009; 9:56-61. [PMID: 19209336 DOI: 10.1039/b808034h] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
We report in vitro (cell-free) protein expression in a microfluidic device using passive pumping. The polystyrene device contains 192 microchannels, each of which is connected to two wells positioned in a 384-well microplate format. A larger droplet of an expression solution was placed at one well of each channel while a smaller droplet of a nutrient solution was at the other well. Protein expression took place in the larger droplet and we found the expression yield in the expression solution is enhanced due to the replenishment of the nutrient solution supplied by passive pumping via the channel. The pumping pressure was generated from the difference in the surface tension between two different sized droplets at the two wells. We demonstrated expression of luciferase in the device and the expression yield was measured using luminescence assay. Different experimental conditions were investigated to achieve maximum protein yield with the least amount of reagents. Protein expression yields were found to be dependent on the amount of the nutrient solution pumped, independent of the amount of the expression solution within the experimental conditions studied. A higher feeding frequency or delivery rate of the nutrient solution resulted in higher protein expression yield. The work demonstrated the feasibility of using the microchannel array for protein expression with the following advantages: (1) simultaneous production of the same protein with different conditions to optimize the expression process; (2) simultaneous production of different proteins for high-throughput protein expression with high yield; (3) low reagent cost due to the fact that it consumes 125-800 times less than the amount used in a protein expression instrument commercially available.
Collapse
Affiliation(s)
- Ruba Khnouf
- Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA
| | | | | |
Collapse
|
43
|
Highly productive cell-free protein synthesis system using dual energy sources. J Biotechnol 2008. [DOI: 10.1016/j.jbiotec.2008.07.434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
|
44
|
A quick in vitro pathway from prokaryotic genomic libraries to enzyme discovery. Biotechniques 2008; 45:63-8. [DOI: 10.2144/000112820] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Screening of prokaryotic genomes in order to identify enzymes with a desired catalytic activity can be performed in vivo in bacterial cells. We propose a strategy of in vitro expression screening of large prokaryotic genomic libraries based on Escherichia coli cell-free transcription-translation systems. Because cell-based expression may be limited by poor yield or protein misfolding, cell-free expression systems may be advantageous in permitting a more comprehensive screen under conditions optimized for the desired enzyme activity. However, monocistronic messages with an improved leader initiation context are typically used for protein production in vitro. Here, we describe successful use of a Pseudoalteromonas genomic DNA library for in vitro expression of DNA fragments carrying multiple open reading frames (ORFs) in the context of their authentic translation initiation sites and regulatory regions. We show that ORFs located far from the 5′ and 3′ ends of polycistronic transcripts can be expressed at a sufficient level in an in vitro transcription-translation system in order to allow functional screening. We demonstrate the overall cell-free functional screen strategy with the successful selection of an esterase from Pseudoalteromonas.
Collapse
|
45
|
Effective approaches for the production of heterologous proteins using the Thermococcus kodakaraensis-based translation system. J Biotechnol 2008; 133:177-82. [DOI: 10.1016/j.jbiotec.2007.08.036] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2007] [Revised: 08/09/2007] [Accepted: 08/22/2007] [Indexed: 11/17/2022]
|
46
|
Schwarz D, Junge F, Durst F, Frölich N, Schneider B, Reckel S, Sobhanifar S, Dötsch V, Bernhard F. Preparative scale expression of membrane proteins in Escherichia coli-based continuous exchange cell-free systems. Nat Protoc 2007; 2:2945-57. [PMID: 18007631 DOI: 10.1038/nprot.2007.426] [Citation(s) in RCA: 206] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|
47
|
Kim TW, Oh IS, Keum JW, Kwon YC, Byun JY, Lee KH, Choi CY, Kim DM. Prolonged cell-free protein synthesis using dual energy sources: Combined use of creatine phosphate and glucose for the efficient supply of ATP and retarded accumulation of phosphate. Biotechnol Bioeng 2007; 97:1510-5. [PMID: 17238210 DOI: 10.1002/bit.21337] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The accumulation of inorganic phosphate inhibits protein synthesis in cell-free protein synthesis reactions that are energized by high-energy-phosphate-containing compounds. This study developed a new scheme for supplying energy using dual energy sources to enhance the regeneration of ATP and lower the rate of phosphate accumulation. In the proposed scheme, where creatine phosphate (CP) and glucose were simultaneously used as the energy sources, the phosphate released from the CP was subsequently used in the glycolytic pathway for the utilization of the glucose, which enhanced the ATP supply and reduced the rate of inorganic phosphate accumulation. When tested against different proteins, the developed method produced 2-3 times more protein than the conventional ATP regeneration methods using single energy sources.
Collapse
Affiliation(s)
- Tae-Wan Kim
- School of Chemical and Biological Engineering, College of Engineering, Seoul National University, Seoul, Korea
| | | | | | | | | | | | | | | |
Collapse
|
48
|
Endoh T, Kanai T, Imanaka T. A highly productive system for cell-free protein synthesis using a lysate of the hyperthermophilic archaeon, Thermococcus kodakaraensis. Appl Microbiol Biotechnol 2007; 74:1153-61. [PMID: 17165083 DOI: 10.1007/s00253-006-0753-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2006] [Revised: 11/03/2006] [Accepted: 11/07/2006] [Indexed: 11/29/2022]
Abstract
We report in this study an improved system for cell-free protein synthesis at high temperatures using the lysate of Thermococcus kodakaraensis. Previous work indicated that cell-free protein synthesis of ChiADelta4, a derivative of T. kodakaraensis chitinase, was observed within a temperature range of 40-80 degrees C, and the maximum yield of the ChiADelta4 synthesized was approximately 1.3 microg/ml. To increase productivity of the system, the following approaches were taken. First, the process of lysate preparation was examined, and we found that omitting the preincubation (runoff) step was especially effective to increase the translational activity of lysate. Second, the concentrations of each reaction mixture were optimized. Among them, the requirement of a high concentration of potassium acetate (250 mM) was characteristic to the T. kodakaraensis system. Third, a mutant strain of T. kodakaraensis was constructed in which a heat shock transcriptional regulator gene, phr, was disrupted. By using the lysate made from the mutant, we observed an increase in the optimum reaction temperature by 5 degrees C. Through these modifications to the system, the yield of ChiADelta4 was dramatically increased to 115.4 microg/ml in a batch reaction at 65 degrees C, which was about 90 times higher than that in the previous study. Moreover, in the optimized system, a high speed of protein synthesis was achieved: over 100 microg/ml of ChiADelta4 was produced in the first 15 min of reaction. These results indicate that the system for cell-free protein synthesis based on T. kodakaraensis lysate has a high production potential comparable to the Escherichia coli system.
Collapse
Affiliation(s)
- Takashi Endoh
- Department of Synthetic Chemistry and Biological Chemistry, Graduate School of Engineering, Kyoto University, Katsura, Kyoto 615-8510, Japan
| | | | | |
Collapse
|
49
|
Ahn JH, Hwang MY, Lee KH, Choi CY, Kim DM. Use of signal sequences as an in situ removable sequence element to stimulate protein synthesis in cell-free extracts. Nucleic Acids Res 2006; 35:e21. [PMID: 17185295 PMCID: PMC1849898 DOI: 10.1093/nar/gkl917] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
This study developed a method to boost the expression of recombinant proteins in a cell-free protein synthesis system without leaving additional amino acid residues. It was found that the nucleotide sequences of the signal peptides serve as an efficient downstream box to stimulate protein synthesis when they were fused upstream of the target genes. The extent of stimulation was critically affected by the identity of the second codons of the signal sequences. Moreover, the yield of the synthesized protein was enhanced by as much as 10 times in the presence of an optimal second codon. The signal peptides were in situ cleaved and the target proteins were produced in their native sizes by carrying out the cell-free synthesis reactions in the presence of Triton X-100, most likely through the activation of signal peptidase in the S30 extract. The amplification of the template DNA and the addition of the signal sequences were accomplished by PCR. Hence, elevated levels of recombinant proteins were generated within several hours.
Collapse
Affiliation(s)
- Jin-Ho Ahn
- Interdisciplinary Program for Biochemical Engineering and Biotechnology, College of Engineering, Seoul National UniversitySeoul 151-742, Korea
| | - Mi-Yeon Hwang
- School of Chemical and Biological Engineering, College of Engineering, Seoul National UniversitySeoul 151-742, Korea
| | - Kyung-Ho Lee
- Department of Fine Chemical Engineering and Chemistry, Chungnam National UniversityDaejeon 305-764, Korea
| | - Cha-Yong Choi
- Interdisciplinary Program for Biochemical Engineering and Biotechnology, College of Engineering, Seoul National UniversitySeoul 151-742, Korea
- School of Chemical and Biological Engineering, College of Engineering, Seoul National UniversitySeoul 151-742, Korea
| | - Dong-Myung Kim
- Department of Fine Chemical Engineering and Chemistry, Chungnam National UniversityDaejeon 305-764, Korea
- To whom correspondence should be addressed. Tel: +82 42 821 5899; Fax: +82 42 823 7692;
| |
Collapse
|
50
|
Rothe A, Surjadi RN, Power BE. Novel proteins in emulsions using in vitro compartmentalization. Trends Biotechnol 2006; 24:587-92. [PMID: 17055094 DOI: 10.1016/j.tibtech.2006.10.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2006] [Revised: 09/05/2006] [Accepted: 10/12/2006] [Indexed: 01/26/2023]
Abstract
IVC (in vitro compartmentalization) provides a complete cell-free approach for the production of novel targeted proteins. IVC uses aqueous droplets, which contain DNA and components for protein production, within water-in-oil emulsions. Recent advances in the composition and formation, as well as the detection, sorting and recovery, of the droplets enable the evolution of the encoded protein. Furthermore, IVC technology permits the step-wise addition of reagents into the droplets, making them suitable for high-throughput applications - where synthetic enzymes with substrate specificity are selected for catalytic activity, binding and regulation. In the broad field of in vitro display, developments such as the incorporation of unnatural amino acids and the production of cell toxic proteins expand the diverse spectrum of future applications for IVC.
Collapse
Affiliation(s)
- Achim Rothe
- CSIRO Molecular and Health Technologies, 343 Royal Parade, Parkville, Victoria 3052, Australia
| | | | | |
Collapse
|