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English JG, Olsen RHJ, Lansu K, Patel M, White K, Cockrell AS, Singh D, Strachan RT, Wacker D, Roth BL. VEGAS as a Platform for Facile Directed Evolution in Mammalian Cells. Cell 2019; 178:748-761.e17. [PMID: 31280962 DOI: 10.1016/j.cell.2019.05.051] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 02/06/2019] [Accepted: 05/23/2019] [Indexed: 02/08/2023]
Abstract
Directed evolution, artificial selection toward designed objectives, is routinely used to develop new molecular tools and therapeutics. Successful directed molecular evolution campaigns repeatedly test diverse sequences with a designed selective pressure. Unicellular organisms and their viral pathogens are exceptional for this purpose and have been used for decades. However, many desirable targets of directed evolution perform poorly or unnaturally in unicellular backgrounds. Here, we present a system for facile directed evolution in mammalian cells. Using the RNA alphavirus Sindbis as a vector for heredity and diversity, we achieved 24-h selection cycles surpassing 10-3 mutations per base. Selection is achieved through genetically actuated sequences internal to the host cell, thus the system's name: viral evolution of genetically actuating sequences, or "VEGAS." Using VEGAS, we evolve transcription factors, GPCRs, and allosteric nanobodies toward functional signaling endpoints each in less than 1 weeks' time.
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Affiliation(s)
- Justin G English
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27514, USA.
| | - Reid H J Olsen
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Katherine Lansu
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Michael Patel
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Karoline White
- Department of Biology, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Adam S Cockrell
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Darshan Singh
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Ryan T Strachan
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Daniel Wacker
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27514, USA
| | - Bryan L Roth
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27514, USA.
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Gauger T, Weihs F, Mayer S, Krismer B, Liese J, Kull M, Bertram R. Intracellular monitoring of target protein production in Staphylococcus aureus by peptide tag-induced reporter fluorescence. Microb Biotechnol 2011; 5:129-34. [PMID: 21958360 PMCID: PMC3815279 DOI: 10.1111/j.1751-7915.2011.00304.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
An intracellular approach for monitoring protein production in Staphylococcus aureus is described. mCherry, fused to the dodecapeptide Tip, was capable of inducing tetracycline repressor (TetR). Time‐ and concentration‐dependent production of mCherry could be correlated to TetR‐controlled GFPmut2 activity. This approach can potentially be extended to native S. aureus proteins.
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Affiliation(s)
- Tina Gauger
- Lehrbereich Mikrobielle Genetik, Waldhäuser Str. 70/8, Eberhard Karls Universität Tübingen, Germany
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Helle L, Kull M, Mayer S, Marincola G, Zelder ME, Goerke C, Wolz C, Bertram R. Vectors for improved Tet repressor-dependent gradual gene induction or silencing in Staphylococcus aureus. MICROBIOLOGY-SGM 2011; 157:3314-3323. [PMID: 21921101 DOI: 10.1099/mic.0.052548-0] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
A set of vectors for improved tetracycline-dependent gene regulation in Staphylococcus aureus is presented. Plasmid pRAB11 was generated from pRMC2 by adding a second tet operator within the TetR-regulated promoter P(xyl/tet). Pronounced repression was observed in the absence of anhydrotetracycline (ATc) combined with high induction in the presence of the drug, as demonstrated for pRAB11 bearing staphylococcal nuclease nuc1, lacZ or gfp. Also, in plasmid pCG261, the pRAB11 tetR-P(xyl/tet) regulatory architecture permitted tight repression and a stepwise increase in transcript amounts of the target gene rny (putative RNase) correlated with rising ATc concentrations. Additionally, pRAB11-derived vectors harbouring semi-rationally designed P(xyl/tet)-like fragments, mutated at up to six defined positions, were constructed. Sixteen mutant sequences with single to quadruple exchanges were analysed for transcriptional strength and ATc-dependent inducibility. A set of promoters with gradually decreased activities and improved repression is presented. Finally, the implementation of reverse TetR revtetR-r2, which exhibits three amino acid exchanges and binds to tetO in the presence of ATc, yielded an efficiently co-repressible vector within the pRAB11 system. Intriguingly, revtetR was found to contain a fourth mutation only after propagation in S. aureus. We predict that the described vectors constitute valuable tools for staphylococcal genetics.
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Affiliation(s)
- Leonie Helle
- Lehrbereich Mikrobielle Genetik, Waldhäuser Str. 70/8, Eberhard Karls Universität Tübingen, Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, 72076 Tübingen, Germany
| | - Melanie Kull
- Lehrbereich Mikrobielle Genetik, Waldhäuser Str. 70/8, Eberhard Karls Universität Tübingen, Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, 72076 Tübingen, Germany
| | - Sonja Mayer
- Lehrbereich Mikrobielle Genetik, Waldhäuser Str. 70/8, Eberhard Karls Universität Tübingen, Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, 72076 Tübingen, Germany
| | - Gabriella Marincola
- Institut für Med. Mikrobiologie und Hygiene, Universitätsklinikum Tübingen, Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, 72076 Tübingen, Germany
| | - Marc-Eric Zelder
- Lehrbereich Mikrobielle Genetik, Waldhäuser Str. 70/8, Eberhard Karls Universität Tübingen, Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, 72076 Tübingen, Germany
| | - Christiane Goerke
- Institut für Med. Mikrobiologie und Hygiene, Universitätsklinikum Tübingen, Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, 72076 Tübingen, Germany
| | - Christiane Wolz
- Institut für Med. Mikrobiologie und Hygiene, Universitätsklinikum Tübingen, Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, 72076 Tübingen, Germany
| | - Ralph Bertram
- Lehrbereich Mikrobielle Genetik, Waldhäuser Str. 70/8, Eberhard Karls Universität Tübingen, Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, 72076 Tübingen, Germany
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König N, Åkesson E, Telorack M, Vasylovska S, Ngamjariyawat A, Sundström E, Oster A, Trolle C, Berens C, Aldskogius H, Seiger Å, Kozlova EN. Forced Runx1 expression in human neural stem/progenitor cells transplanted to the rat dorsal root ganglion cavity results in extensive axonal growth specifically from spinal cord-derived neurospheres. Stem Cells Dev 2011; 20:1847-57. [PMID: 21322790 DOI: 10.1089/scd.2010.0555] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Cell replacement therapy holds great promise for treating a wide range of human disorders. However, ensuring the predictable differentiation of transplanted stem cells, eliminating their risk of tumor formation, and generating fully functional cells after transplantation remain major challenges in regenerative medicine. Here, we explore the potential of human neural stem/progenitor cells isolated from the embryonic forebrain (hfNSPCs) or the spinal cord (hscNSPCs) to differentiate to projection neurons when transplanted into the dorsal root ganglion cavity of adult recipient rats. To stimulate axonal growth, we transfected hfNSPC- and hscNSPC-derived neurospheres, prior to their transplantation, with a Tet-Off Runx1-overexpressing plasmid to maintain Runx1 expression in vivo after transplantation. Although pronounced cell differentiation was found in the Runx1-expressing transplants from both cell sources, we observed extensive, long-distance growth of axons exclusively from hscNSPC-derived transplants. These axons ultimately reached the dorsal root transitional zone, the boundary separating peripheral and central nervous systems. Our data show that hscNSPCs have the potential to differentiate to projection neurons with long-distance axonal outgrowth and that Runx1 overexpression is a useful approach to induce such outgrowth in specific sources of NSPCs.
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Affiliation(s)
- Niclas König
- Department of Neuroscience, Neuroanatomy, Uppsala University Biomedical Center, Uppsala, Sweden
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The induction of folding cooperativity by ligand binding drives the allosteric response of tetracycline repressor. Proc Natl Acad Sci U S A 2009; 106:22263-8. [PMID: 20080791 DOI: 10.1073/pnas.0911566106] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Tetracycline (Tc) repressor (TetR) undergoes an allosteric transition upon interaction with the antibiotic, Tc, that abrogates its ability to specifically bind its operator DNA. In this work, by performing equilibrium protein unfolding experiments on wild-type TetR and mutants displaying altered allosteric responses, we have delineated a model to explain TetR allostery. In the absence of Tc, we show that the DNA-binding domains of this homodimeric protein are relatively flexible and unfold independently of the Tc binding/dimerization (TBD) domains. Once Tc is bound, however, the unfolding of the DNA binding domains becomes coupled to the TBD domains, leading to a large increase in DNA-binding domain stability. Noninducible TetR mutants display considerably less interdomain folding cooperativity upon binding to Tc. We conclude that the thermodynamic coupling of the TetR domains caused by Tc binding and the resulting rigidification of the DNA-binding domains into a conformation that is incompatible with DNA binding are the fundamental factors leading to the allosteric response in TetR. This allosteric mechanism can account for properties of the whole TetR family of repressors and may explain the functioning and evolution of other allosteric systems. Our model contrasts with the prevalent view that TetR populates two distinct conformations and that Tc causes a switch between these defined conformations.
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Kamionka A, Majewski M, Roth K, Bertram R, Kraft C, Hillen W. Induction of single chain tetracycline repressor requires the binding of two inducers. Nucleic Acids Res 2006; 34:3834-41. [PMID: 16899452 PMCID: PMC1557800 DOI: 10.1093/nar/gkl316] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2006] [Revised: 03/20/2006] [Accepted: 04/12/2006] [Indexed: 11/13/2022] Open
Abstract
In this article we report the in vivo and in vitro characterization of single chain tetracycline repressor (scTetR) variants in Escherichia coli. ScTetR is genetically and proteolytically stable and exhibits the same regulatory properties as dimeric TetR in E.coli. Urea-dependent denaturation of scTetR is independent of the protein concentration and follows the two-state model with a monophasic transition. Contrary to dimeric TetR, scTetR allows the construction of scTetR mutants, in which one subunit contains a defective inducer binding site while the other is functional. We have used this approach to establish that scTetR needs occupation of both inducer binding sites for in vivo and in vitro induction. Single mutations causing loss of induction in dimeric TetR lead to non-inducible scTetR when inserted into one half-side. The construction of scTetR H64K S135L S138I (scTetR(i2)) in which one half-side is specific for 4-dedimethylamino-anhydrotetracycline (4-ddma-atc) and the other for tetracycline (tc) leads to a protein which is only inducible by the mixture of tc and 4-ddma-atc. Fluorescence titration of scTetR(i2) with both inducers revealed distinct occupancy with each of these inducers yielding roughly a 1:1 stoichiometry of each inducer per scTetR(i2). The properties of this gain of function mutant clearly demonstrate that scTetR requires the binding of two inducers for induction of transcription.
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Affiliation(s)
- Annette Kamionka
- Lehrstuhl für Mikrobiologie, Friedrich-Alexander-Universität Erlangen-NürnbergStaudtstrasse 5, 91058 Erlangen, Germany
| | - Marius Majewski
- Lehrstuhl für Mikrobiologie, Friedrich-Alexander-Universität Erlangen-NürnbergStaudtstrasse 5, 91058 Erlangen, Germany
| | - Karin Roth
- Lehrstuhl für Mikrobiologie, Friedrich-Alexander-Universität Erlangen-NürnbergStaudtstrasse 5, 91058 Erlangen, Germany
| | - Ralph Bertram
- Lehrstuhl für Mikrobiologie, Friedrich-Alexander-Universität Erlangen-NürnbergStaudtstrasse 5, 91058 Erlangen, Germany
| | - Christine Kraft
- Lehrstuhl für Mikrobiologie, Friedrich-Alexander-Universität Erlangen-NürnbergStaudtstrasse 5, 91058 Erlangen, Germany
| | - Wolfgang Hillen
- Lehrstuhl für Mikrobiologie, Friedrich-Alexander-Universität Erlangen-NürnbergStaudtstrasse 5, 91058 Erlangen, Germany
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Zhou X, Vink M, Klaver B, Berkhout B, Das AT. Optimization of the Tet-On system for regulated gene expression through viral evolution. Gene Ther 2006; 13:1382-90. [PMID: 16724096 DOI: 10.1038/sj.gt.3302780] [Citation(s) in RCA: 151] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The ability to control (trans)gene expression is important both for basic biological research and applications such as gene therapy. In vivo use of the inducible tetracycline (Tc)-regulated gene expression system (Tet-On system) is limited by its low sensitivity for the effector doxycycline (dox). We used viral evolution to optimize this Escherichia coli-derived regulatory system for its function in mammalian cells. The components of the Tet-On system (the transcriptional activator rtTA and its tetO DNA binding site) were incorporated into the human immunodeficiency virus (HIV)-1 genome to control viral replication. Prolonged culturing of this HIV-rtTA virus resulted in virus variants that acquired mutations in the rtTA gene. Some of these mutations enhance the transcriptional activity and dox-sensitivity of the rtTA protein. This improvement was observed with different tetO-containing promoters and was independent of the episomal or chromosomal status of the target gene. Combination of these beneficial mutations resulted in greatly improved rtTA variants that are seven-fold more active and 100-fold more dox-sensitive than the original Tet-On system. Furthermore, some of the new Tet-On systems are responsive to Tc and minocycline. Importantly, these rtTA variants show no activity in the absence of dox. The optimized rtTA variants are particularly useful for in vivo applications that require a more sensitive or more active Tet-On system.
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Affiliation(s)
- X Zhou
- Department of Human Retrovirology, Academic Medical Center, University of Amsterdam, Meibergdreef 15, 1105 AZ Amsterdam, The Netherlands
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Schubert P, Pfleiderer K, Hillen W. Tet repressor residues indirectly recognizing anhydrotetracycline. ACTA ACUST UNITED AC 2004; 271:2144-52. [PMID: 15153105 DOI: 10.1111/j.1432-1033.2004.04130.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Two tetracycline repressor (TetR) sequence variants sharing 63% identical amino acids were investigated in terms of their recognition specificity for tetracycline and anhydrotetracycline. Thermodynamic complex stabilities determined by urea-dependent unfolding reveal that tetracycline stabilizes both variants to a similar extent but that anhydrotetracycline discriminates between them significantly. Isofunctional TetR hybrid proteins of these sequence variants were constructed and their denaturation profiles identified residues 57 and 61 as the complex stability determinant. Association kinetics reveal different recognition of these TetR variants by anhydrotetracycline, but the binding constants indicate similar stabilization. The identified residues connect to an internal water network, which suggests that the discrepancy in the observed thermodynamics may be caused by an entropy effect. Exchange of these interacting residues between the two TetR variants appears to influence the flexibility of this water organization, demonstrating the importance of buried, structural water molecules for ligand recognition and protein function. Therefore, this structural module seems to be a key requisite for the plasticity of the multiple ligand binding protein TetR.
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Affiliation(s)
- Peter Schubert
- Lehrstuhl für Mikrobiologie, Institut für Mikrobiologie, Biochemie und Genetik, Friedrich-Alexander-Universität Erlangen-Nurnberg, Staudtstrasse 5, 91058 Erlangen, Germany
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Grkovic S, Brown MH, Skurray RA. Regulation of bacterial drug export systems. Microbiol Mol Biol Rev 2002; 66:671-701, table of contents. [PMID: 12456787 PMCID: PMC134658 DOI: 10.1128/mmbr.66.4.671-701.2002] [Citation(s) in RCA: 281] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The active transport of toxic compounds by membrane-bound efflux proteins is becoming an increasingly frequent mechanism by which cells exhibit resistance to therapeutic drugs. This review examines the regulation of bacterial drug efflux systems, which occurs primarily at the level of transcription. Investigations into these regulatory networks have yielded a substantial volume of information that has either not been forthcoming from or complements that obtained by analysis of the transport proteins themselves. Several local regulatory proteins, including the activator BmrR from Bacillus subtilis and the repressors QacR from Staphylococcus aureus and TetR and EmrR from Escherichia coli, have been shown to mediate increases in the expression of drug efflux genes by directly sensing the presence of the toxic substrates exported by their cognate pump. This ability to bind transporter substrates has permitted detailed structural information to be gathered on protein-antimicrobial agent-ligand interactions. In addition, bacterial multidrug efflux determinants are frequently controlled at a global level and may belong to stress response regulons such as E. coli mar, expression of which is controlled by the MarA and MarR proteins. However, many regulatory systems are ill-adapted for detecting the presence of toxic pump substrates and instead are likely to respond to alternative signals related to unidentified physiological roles of the transporter. Hence, in a number of important pathogens, regulatory mutations that result in drug transporter overexpression and concomitant elevated antimicrobial resistance are often observed.
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Affiliation(s)
- Steve Grkovic
- School of Biological Sciences, University of Sydney, New South Wales 2006, Australia
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The Transcription of Genes. Biochemistry 2001. [DOI: 10.1016/b978-012492543-4/50031-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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