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Dudley QM, Cai YM, Kallam K, Debreyne H, Carrasco Lopez JA, Patron NJ. Biofoundry-assisted expression and characterization of plant proteins. Synth Biol (Oxf) 2021; 6:ysab029. [PMID: 34693026 PMCID: PMC8529701 DOI: 10.1093/synbio/ysab029] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 08/25/2021] [Accepted: 09/09/2021] [Indexed: 12/29/2022] Open
Abstract
Many goals in synthetic biology, including the elucidation and refactoring of biosynthetic pathways and the engineering of regulatory circuits and networks, require knowledge of protein function. In plants, the prevalence of large gene families means it can be particularly challenging to link specific functions to individual proteins. However, protein characterization has remained a technical bottleneck, often requiring significant effort to optimize expression and purification protocols. To leverage the ability of biofoundries to accelerate design-built-test-learn cycles, we present a workflow for automated DNA assembly and cell-free expression of plant proteins that accelerates optimization and enables rapid screening of enzyme activity. First, we developed a phytobrick-compatible Golden Gate DNA assembly toolbox containing plasmid acceptors for cell-free expression using Escherichia coli or wheat germ lysates as well as a set of N- and C-terminal tag parts for detection, purification and improved expression/folding. We next optimized automated assembly of miniaturized cell-free reactions using an acoustic liquid handling platform and then compared tag configurations to identify those that increase expression. We additionally developed a luciferase-based system for rapid quantification that requires a minimal 11-amino acid tag and demonstrate facile removal of tags following synthesis. Finally, we show that several functional assays can be performed with cell-free protein synthesis reactions without the need for protein purification. Together, the combination of automated assembly of DNA parts and cell-free expression reactions should significantly increase the throughput of experiments to test and understand plant protein function and enable the direct reuse of DNA parts in downstream plant engineering workflows.
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Affiliation(s)
- Quentin M Dudley
- Engineering Biology, Earlham Institute, Norwich Research Park, Norwich, Norfolk UK
| | - Yao-Min Cai
- Engineering Biology, Earlham Institute, Norwich Research Park, Norwich, Norfolk UK
| | - Kalyani Kallam
- Engineering Biology, Earlham Institute, Norwich Research Park, Norwich, Norfolk UK
| | - Hubert Debreyne
- Engineering Biology, Earlham Institute, Norwich Research Park, Norwich, Norfolk UK
| | | | - Nicola J Patron
- Engineering Biology, Earlham Institute, Norwich Research Park, Norwich, Norfolk UK
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Oxidative stress at high temperatures in Lactococcus lactis due to an insufficient supply of Riboflavin. Appl Environ Microbiol 2013; 79:6140-7. [PMID: 23913422 DOI: 10.1128/aem.01953-13] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Lactococcus lactis MG1363 was found to be unable to grow at temperatures above 37°C in a defined medium without riboflavin, and the cause was identified to be dissolved oxygen introduced during preparation of the medium. At 30°C, growth was unaffected by dissolved oxygen and oxygen was consumed quickly. Raising the temperature to 37°C resulted in severe growth inhibition and only slow removal of dissolved oxygen. Under these conditions, an abnormally low intracellular ratio of [ATP] to [ADP] (1.4) was found (normally around 5), which indicates that the cells are energy limited. By adding riboflavin to the medium, it was possible to improve growth and oxygen consumption at 37°C, and this also normalized the [ATP]-to-[ADP] ratio. A codon-optimized redox-sensitive green fluorescent protein (GFP) was introduced into L. lactis and revealed a more oxidized cytoplasm at 37°C than at 30°C. These results indicate that L. lactis suffers from heat-induced oxidative stress at increased temperatures. A decrease in intracellular flavin adenine dinucleotide (FAD), which is derived from riboflavin, was observed with increasing growth temperature, but the presence of riboflavin made the decrease smaller. The drop was accompanied by a decrease in NADH oxidase and pyruvate dehydrogenase activities, both of which depend on FAD as a cofactor. By overexpressing the riboflavin transporter, it was possible to improve FAD biosynthesis, which resulted in increased NADH oxidase and pyruvate dehydrogenase activities and improved fitness at high temperatures in the presence of oxygen.
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Qureshi T, Goto NK. Contemporary methods in structure determination of membrane proteins by solution NMR. Top Curr Chem (Cham) 2011; 326:123-85. [PMID: 22160391 DOI: 10.1007/128_2011_306] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Integral membrane proteins are vital to life, being responsible for information and material exchange between a cell and its environment. Although high-resolution structural information is needed to understand how these functions are achieved, membrane proteins remain an under-represented subset of the protein structure databank. Solution NMR is increasingly demonstrating its ability to help address this knowledge shortfall, with the development of a diverse array of techniques to counter the challenges presented by membrane proteins. Here we document the advances that are helping to define solution NMR as an effective tool for membrane protein structure determination. Developments introduced over the last decade in the production of isotope-labeled samples, reconstitution of these samples into the growing selection of NMR-compatible membrane-mimetic systems, and the approaches used for the acquisition and application of structural restraints from these complexes are reviewed.
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Affiliation(s)
- Tabussom Qureshi
- Department of Chemistry, University of Ottawa, Ottawa, ON, Canada
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Fleming RMT, Thiele I, Nasheuer HP. Quantitative assignment of reaction directionality in constraint-based models of metabolism: application to Escherichia coli. Biophys Chem 2009; 145:47-56. [PMID: 19783351 DOI: 10.1016/j.bpc.2009.08.007] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2009] [Revised: 08/21/2009] [Accepted: 08/23/2009] [Indexed: 12/17/2022]
Abstract
Constraint-based modeling is an approach for quantitative prediction of net reaction flux in genome-scale biochemical networks. In vivo, the second law of thermodynamics requires that net macroscopic flux be forward, when the transformed reaction Gibbs energy is negative. We calculate the latter by using (i) group contribution estimates of metabolite species Gibbs energy, combined with (ii) experimentally measured equilibrium constants. In an application to a genome-scale stoichiometric model of Escherichia coli metabolism, iAF1260, we demonstrate that quantitative prediction of reaction directionality is increased in scope and accuracy by integration of both data sources, transformed appropriately to in vivo pH, temperature and ionic strength. Comparison of quantitative versus qualitative assignment of reaction directionality in iAF1260, assuming an accommodating reactant concentration range of 0.02-20mM, revealed that quantitative assignment leads to a low false positive, but high false negative, prediction of effectively irreversible reactions. The latter is partly due to the uncertainty associated with group contribution estimates. We also uncovered evidence that the high intracellular concentration of glutamate in E. coli may be essential to direct otherwise thermodynamically unfavorable essential reactions, such as the leucine transaminase reaction, in an anabolic direction.
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Affiliation(s)
- R M T Fleming
- Science Institute, University of Iceland, Reykjavík, Iceland.
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Boyer ME, Stapleton JA, Kuchenreuther JM, Wang CW, Swartz JR. Cell-free synthesis and maturation of [FeFe] hydrogenases. Biotechnol Bioeng 2008; 99:59-67. [PMID: 17546685 DOI: 10.1002/bit.21511] [Citation(s) in RCA: 87] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
[FeFe] hydrogenases catalyze the reversible reduction of protons to molecular hydrogen (Adams (1990); Biochim Biophys Acta 1020(2): 115-145) and are of significant interest for the biological production of hydrogen fuel. They are complex proteins with active sites containing iron, sulfur, and carbon monoxide and cyanide ligands (Peters et al. (1998); Science 282(5395): 1853-1858). Maturation enzymes for [FeFe] hydrogenases have been identified (Posewitz et al. (2004); J Biol Chem 279(24): 25711-25720), but complete mechanisms have not yet been elucidated. The study of [FeFe] hydrogenases has been impeded by the lack of an easily manipulated expression/activation system capable of producing these complex and extremely oxygen-sensitive enzymes. Here we show the first expression of functional [FeFe] hydrogenases in an Escherichia coli-based cell-free transcription/translation system. We have produced and matured both algal and bacterial hydrogenases using E. coli cell extracts containing the HydG, HydE, and HydF proteins from Shewanella oneidensis. The current system produces approximately 22 microg/mL of active protein, constituting approximately 44% of the total protein produced. Active protein yield is greatly enhanced by pre-incubation of the maturation enzyme-containing extract with inorganic iron and sulfur for reconstitution of the [Fe-S] clusters in HydG, HydE, and HydF. The absence of cell walls permits direct addition of cofactors and substrates, enabling rapid production of active protein and providing control over the maturation conditions. These new capabilities will enhance the investigation of complex proteins requiring helper proteins for maturation and move us closer to the development of improved hydrogenases for biological production of hydrogen as a clean, renewable alternative fuel.
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Affiliation(s)
- Marcus E Boyer
- Department of Chemical Engineering, Stanford University, 381 North-South Mall, Stanford, California 94305, USA
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Knapp KG, Goerke AR, Swartz JR. Cell-free synthesis of proteins that require disulfide bonds using glucose as an energy source. Biotechnol Bioeng 2007; 97:901-8. [PMID: 17154312 DOI: 10.1002/bit.21296] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The primary objective of this work was to create a cell-free protein synthesis extract that produces proteins requiring disulfide bonds while using glucose as an energy source. We attempted to avoid using iodoacetamide (IAM) to stabilize the required oxidizing thiol redox potential, since previous IAM pretreatments prevented glucose utilization apparently by inactivating glyceraldehyde 3-phosphate dehydrogenase (G-3PDH). Instead, the glutathione reductase (Gor)-mediated disulfide reductase system was disabled by deleting the gor gene from the KC6 cell-extract source strain. The thioredoxin reductase (TrxB)-mediated system was disabled by first adding a purification tag to the trxB gene in the chromosome to create strain KGK10 and then by affinity removal of the tagged TrxB. This was expected to result in a cell extract devoid of all disulfide reductase activity, but this was not the case. Although the concentration of IAM required to stabilize oxidized glutathione in the KGK10 extract could be reduced 20-fold, IAM pretreatment was still required to avoid disulfide reduction. Nonetheless, active urokinase and murine granulocyte macrophage-colony stimulating factor (mGM-CSF) were produced in reactions with KGK10 extract either with affinity removal of TrxB or with 50 microM IAM pretreatment. With the less intensive IAM pretreatment, glucose could be used as an energy source in a production system that promotes oxidative protein folding. This new protocol offers an economically feasible cell-free system for the production of secreted mammalian proteins as human therapeutics or vaccines.
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Affiliation(s)
- Kurtis G Knapp
- Department of Chemical Engineering, Stanford University, Stanford, California 94305, USA
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Knapp KG, Swartz JR. Evidence for an additional disulfide reduction pathway in Escherichia coli. J Biosci Bioeng 2007; 103:373-6. [PMID: 17502280 DOI: 10.1263/jbb.103.373] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2006] [Accepted: 01/10/2007] [Indexed: 11/17/2022]
Abstract
An Escherichia coli cell-free protein synthesis cell extract has been created that lacks all known cytoplasmic disulfide reduction pathways but still retains significant reductase activity. Oxidized glutathione was partially stabilized by deleting the gene for glutathione reductase. To avoid previously reported AhpC mutations, thioredoxin reductase was only removed after extract preparation. The trxB gene was extended to encode a hemagglutinin tag so that TrxB could be removed by affinity adsorption. However, significant glutathione reductase activity remained. The unknown glutathione reductase pathway is disabled by iodoacetamide, is inhibited by NADH, and appears to use NADPH as an electron source.
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Affiliation(s)
- Kurtis G Knapp
- Department of Chemical Engineering, Stanford University, 381 North-South Mall, Stanford, CA 94305, USA
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8
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Abstract
Protein synthesis in cell-free systems is an emerging technology already competing with in vivo expression methods. In this chapter the basic principles of continuous-exchange protein synthesizing systems, and protocols for Escherichia coli and wheat germ translation and transcription-translation systems are described. The ways to improve substrate supply in cell-free systems and mRNA design for eukaryotic system are discussed. Correct folding of the synthesized protein is demonstrated and discussed in detail.
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Affiliation(s)
- Vladimir A Shirokov
- Institute of Protein Research, Russian Academy of Sciences, Pushchino, Moscow, Russia
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Matsuda T, Kigawa T, Koshiba S, Inoue M, Aoki M, Yamasaki K, Seki M, Shinozaki K, Yokoyama S. Cell-free synthesis of zinc-binding proteins. ACTA ACUST UNITED AC 2006; 7:93-100. [PMID: 17146616 DOI: 10.1007/s10969-006-9012-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2006] [Accepted: 10/02/2006] [Indexed: 10/23/2022]
Abstract
Cell-free protein synthesis has become one of the standard methods for protein expression. The cell-free method is suitable for the synthesis of a protein that requires a ligand for its enzymatic activity and/or structure formation and stabilization, since it is an open system, which allows us to add the proper ligand to the reaction mixture. A large number of proteins that require zinc for their function are involved in diverse cellular processes, including transcription, DNA replication, metabolism, and cell signaling. In this study, we analyzed the effects of zinc on the cell-free synthesis of plant-specific zinc-binding transcription factors. The solubility and/or stability of the proteins were significantly increased in the presence of the proper concentration of zinc during the cell-free reaction. NMR analyses confirmed that correctly folded proteins were synthesized by the cell-free method. These results indicate that the cell-free method can be used to synthesize correctly folded and functional zinc-binding proteins.
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Affiliation(s)
- Takayoshi Matsuda
- Protein Research Group, RIKEN Genomic Sciences Center, 1-7-22 Suehiro-cho, Tsurumi, Yokohama 230-0045, Japan
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Koglin A, Klammt C, Trbovic N, Schwarz D, Schneider B, Schäfer B, Löhr F, Bernhard F, Dötsch V. Combination of cell-free expression and NMR spectroscopy as a new approach for structural investigation of membrane proteins. MAGNETIC RESONANCE IN CHEMISTRY : MRC 2006; 44 Spec No:S17-23. [PMID: 16826540 DOI: 10.1002/mrc.1833] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Despite major technical advance in methods used for structural investigations of proteins structure determination of membrane proteins still poses a significant challenge. Recently, the application of cell-free expression systems to membrane proteins has demonstrated that this technique can be used to produce quantities sufficient for structural investigations for many different membrane proteins. In particular for NMR spectroscopy, cell-free expression provides major advantages since it allows for amino acid type selective and even amino acid position specific labeling. In this mini-review we discuss the combination of cell-free membrane protein expression and liquid state NMR spectroscopy.
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Affiliation(s)
- Alexander Koglin
- Institute for Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Johann Wolfgang Goethe University, Marie-Curie Str. 9, 60439 Frankfurt, Germany
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Rege K, Viswanathan G, Zhu G, Vijayaraghavan A, Ajayan PM, Dordick JS. In vitro transcription and protein translation from carbon nanotube-DNA assemblies. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2006; 2:718-22. [PMID: 17193110 DOI: 10.1002/smll.200500465] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Affiliation(s)
- Kaushal Rege
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, 110 8th Street, Troy, NY 12180, USA
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Swartz J. Developing cell-free biology for industrial applications. J Ind Microbiol Biotechnol 2006; 33:476-85. [PMID: 16761165 DOI: 10.1007/s10295-006-0127-y] [Citation(s) in RCA: 91] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2005] [Accepted: 01/05/2006] [Indexed: 10/24/2022]
Abstract
Although cell-free protein synthesis has been practiced for decades as a research tool, only recently have advances suggested its feasibility for commercial protein production. This focused review, based on the 2005 Amgen Award lecture, summarizes the relevant progress from the Swartz laboratory. When our program began, projected costs were much too high, proteins with disulfide bonds could not be folded effectively, and no economical scale-up technologies were available. By focusing on basic biochemical reactions and by controlling cell-free metabolism, these limitations have been methodically addressed. Amino acid supply has been stabilized and central metabolism activated to dramatically reduce substrate costs. Control of the sulfhydral redox potential has been gained and a robust disulfide isomerase added to facilitate oxidative protein folding. Finally, simple scale-up technologies have been developed. These advances not only suggest production feasibility for pharmaceutical proteins, they also provide enabling technology for producing patient-specific vaccines, for evolving new enzymes to enable biological hydrogen production from sunlight, and for developing new and highly effective water filters. Although many challenges remain, this newly expanded ability to activate and control protein production holds much promise for both research and commercial applications.
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Affiliation(s)
- Jim Swartz
- Department of Chemical Engineering, Stauffer III, Rm 113, Stanford University, Stanford, CA 94305-5025, USA.
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Lamla T, Hoerer S, Bauer MMT. Screening for soluble expression constructs using cell-free protein synthesis. Int J Biol Macromol 2006; 39:111-21. [PMID: 16616775 DOI: 10.1016/j.ijbiomac.2006.02.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2005] [Revised: 01/23/2006] [Accepted: 02/23/2006] [Indexed: 10/24/2022]
Abstract
The SH2 domain of STAT6 was chosen to test the in vitro protein synthesis as a screening tool. Goal of the screening was to obtain constructs which produce soluble protein in E. coli. The expression of 70 different constructs using an E. coli based cell-free system revealed two constructs, which give partly soluble protein. The introduction of two mutations, which had been suggested by a structural based alignment of 20 different SH2 domains lead to increased solubility. The expression of both constructs in E. coli followed by an affinity and size exclusion chromatography resulted in milligram quantities of highly purified protein.
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Affiliation(s)
- T Lamla
- Department of Lead Discovery, Boehringer Ingelheim Pharma GmbH and Co. KG, Birkendorfer Strasse 65, D-88397 Biberach/Riss, Germany.
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Abstract
Continuous cell-free translation systems with perpetual supply of consumable substrates and removal of reaction products made the process of in vitro synthesis of individual proteins sustainable and productive. Improvements of cell-free reaction mixtures, including new ways for efficient energy generation, had an additional impact on progress in cell-free protein synthesis technology. The requirement for gene-product identification in genomic studies, the development of high-throughput structural proteomics, the need for protein engineering without cell constraints (including the use of unnatural amino acids), and the need to produce cytotoxic, poorly expressed and unstable proteins have caused increased interest in cell-free protein synthesis technologies for molecular biologists, biotechnologists and pharmacologists.
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Affiliation(s)
- Alexander S Spirin
- Institute of Protein Research, Russian Academy of Sciences, 142290 Pushchino, Moscow Region, Russia.
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Abstract
Biocatalysis is currently employed to produce known substances more economically and for the synthesis of new compounds. Increased production or novel product synthesis can be achieved through the use of mutant organisms, tailored enzymes or novel combinations of enzymes in reactors. These complex biosyntheses, once only in the realm of the biopharmaceutical industry, have now been embraced by the food and textile industries and are finding geochemical and environmental applications. New uses are dictating novel methods of manufacture that utilize knowledge of systems level biology. Increased understanding of the functional interaction of proteins and protein-protein networks is also altering the practice of in vitro biosynthesis.
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Affiliation(s)
- Sanjoy K Bhattacharya
- Department of Ophthalmic Research, I31 Cleveland Clinic Foundation, Ohio 44195, USA.
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