1
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Bozovičar K, Bratkovič T. Evolving a Peptide: Library Platforms and Diversification Strategies. Int J Mol Sci 2019; 21:E215. [PMID: 31892275 PMCID: PMC6981544 DOI: 10.3390/ijms21010215] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 12/22/2019] [Accepted: 12/25/2019] [Indexed: 12/22/2022] Open
Abstract
Peptides are widely used in pharmaceutical industry as active pharmaceutical ingredients, versatile tools in drug discovery, and for drug delivery. They find themselves at the crossroads of small molecules and proteins, possessing favorable tissue penetration and the capability to engage into specific and high-affinity interactions with endogenous receptors. One of the commonly employed approaches in peptide discovery and design is to screen combinatorial libraries, comprising a myriad of peptide variants of either chemical or biological origin. In this review, we focus mainly on recombinant peptide libraries, discussing different platforms for their display or expression, and various diversification strategies for library design. We take a look at well-established technologies as well as new developments and future directions.
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Affiliation(s)
| | - Tomaž Bratkovič
- Department of Pharmaceutical Biology, Faculty of Pharmacy, University of Ljubljana, Aškerčeva Cesta 7, SI-1000 Ljubljana, Slovenia;
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2
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Kwon I, Yang B. Bioconjugation and Active Site Design of Enzymes Using Non-natural Amino Acids. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b00612] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Inchan Kwon
- School
of Materials Science and Engineering (SMSE) and ‡Department of Biomedical Science
and Engineering (BMSE), Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
| | - Byungseop Yang
- School
of Materials Science and Engineering (SMSE) and ‡Department of Biomedical Science
and Engineering (BMSE), Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
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3
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Pakulska MM, Miersch S, Shoichet MS. Designer protein delivery: From natural to engineered affinity-controlled release systems. Science 2016; 351:aac4750. [PMID: 26989257 DOI: 10.1126/science.aac4750] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Exploiting binding affinities between molecules is an established practice in many fields, including biochemical separations, diagnostics, and drug development; however, using these affinities to control biomolecule release is a more recent strategy. Affinity-controlled release takes advantage of the reversible nature of noncovalent interactions between a therapeutic protein and a binding partner to slow the diffusive release of the protein from a vehicle. This process, in contrast to degradation-controlled sustained-release formulations such as poly(lactic-co-glycolic acid) microspheres, is controlled through the strength of the binding interaction, the binding kinetics, and the concentration of binding partners. In the context of affinity-controlled release--and specifically the discovery or design of binding partners--we review advances in in vitro selection and directed evolution of proteins, peptides, and oligonucleotides (aptamers), aided by computational design.
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Affiliation(s)
- Malgosia M Pakulska
- Department of Chemical Engineering and Applied Chemistry, Institute of Biomaterials and Biomedical Engineering, and Donnelly Centre, University of Toronto, Toronto, Ontario, Canada
| | - Shane Miersch
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Molly S Shoichet
- Department of Chemical Engineering and Applied Chemistry, Institute of Biomaterials and Biomedical Engineering, and Donnelly Centre, University of Toronto, Toronto, Ontario, Canada. Department of Chemistry, University of Toronto, Toronto, Ontario, Canada
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4
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Acevedo-Rocha CG, Reetz MT, Nov Y. Economical analysis of saturation mutagenesis experiments. Sci Rep 2015; 5:10654. [PMID: 26190439 PMCID: PMC4507136 DOI: 10.1038/srep10654] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Accepted: 04/20/2015] [Indexed: 11/15/2022] Open
Abstract
Saturation mutagenesis is a powerful technique for engineering proteins, metabolic pathways and genomes. In spite of its numerous applications, creating high-quality saturation mutagenesis libraries remains a challenge, as various experimental parameters influence in a complex manner the resulting diversity. We explore from the economical perspective various aspects of saturation mutagenesis library preparation: We introduce a cheaper and faster control for assessing library quality based on liquid media; analyze the role of primer purity and supplier in libraries with and without redundancy; compare library quality, yield, randomization efficiency, and annealing bias using traditional and emergent randomization schemes based on mixtures of mutagenic primers; and establish a methodology for choosing the most cost-effective randomization scheme given the screening costs and other experimental parameters. We show that by carefully considering these parameters, laboratory expenses can be significantly reduced.
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Affiliation(s)
- Carlos G Acevedo-Rocha
- 1] Department of Organic Synthesis, Max-Planck-Institut für Kohlenforschung, Mulheim, 45470, Germany [2] Department of Chemistry, Philipps-Universität Marburg, 35032, Germany [3] Prokaryotic Small RNA Biology Group, Max-Planck-Institut für terrestrische Mikrobiologie, Marburg, 35043, Germany [4] Landes-Offensive zur Entwicklung Wissenschafltich-ökonomischer Exzellenz (LOEWE) Centre for Synthetic Microbiology (SYNMIKRO), Philipps-Universität Marburg, 35032, Germany
| | - Manfred T Reetz
- 1] Department of Organic Synthesis, Max-Planck-Institut für Kohlenforschung, Mulheim, 45470, Germany [2] Department of Chemistry, Philipps-Universität Marburg, 35032, Germany
| | - Yuval Nov
- Department of Statistics, University of Haifa, Haifa, 31905, Israel
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5
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Sieber T, Hare E, Hofmann H, Trepel M. Biomathematical description of synthetic peptide libraries. PLoS One 2015; 10:e0129200. [PMID: 26042419 PMCID: PMC4456392 DOI: 10.1371/journal.pone.0129200] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Accepted: 05/07/2015] [Indexed: 12/28/2022] Open
Abstract
Libraries of randomised peptides displayed on phages or viral particles are essential tools in a wide spectrum of applications. However, there is only limited understanding of a library's fundamental dynamics and the influences of encoding schemes and sizes on their quality. Numeric properties of libraries, such as the expected number of different peptides and the library's coverage, have long been in use as measures of a library's quality. Here, we present a graphical framework of these measures together with a library's relative efficiency to help to describe libraries in enough detail for researchers to plan new experiments in a more informed manner. In particular, these values allow us to answer-in a probabilistic fashion-the question of whether a specific library does indeed contain one of the "best" possible peptides. The framework is implemented in a web-interface based on two packages, discreteRV and peptider, to the statistical software environment R. We further provide a user-friendly web-interface called PeLiCa (Peptide Library Calculator, http://www.pelica.org), allowing scientists to plan and analyse their peptide libraries.
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Affiliation(s)
- Timo Sieber
- Department of Oncology and Hematology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Eric Hare
- Department of Statistics, Iowa State University, Ames, IA, USA
| | - Heike Hofmann
- Department of Statistics, Iowa State University, Ames, IA, USA
- * E-mail:
| | - Martin Trepel
- Department of Hematology and Oncology, Augsburg Medical Center, Interdisciplinary Cancer Center, Augsburg, Germany
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6
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Fellouse F, Pal G. Methods for the Construction of Phage-Displayed Libraries. ACTA ACUST UNITED AC 2015. [DOI: 10.1201/b18196-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2023]
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7
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MDC-Analyzer: a novel degenerate primer design tool for the construction of intelligent mutagenesis libraries with contiguous sites. Biotechniques 2014; 56:301-2, 304, 306-8, passim. [PMID: 24924390 DOI: 10.2144/000114177] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2013] [Accepted: 04/03/2014] [Indexed: 11/23/2022] Open
Abstract
Recent computational and bioinformatics advances have enabled the efficient creation of novel biocatalysts by reducing amino acid variability at hot spot regions. To further expand the utility of this strategy, we present here a tool called Multi-site Degenerate Codon Analyzer (MDC-Analyzer) for the automated design of intelligent mutagenesis libraries that can completely cover user-defined randomized sequences, especially when multiple contiguous and/or adjacent sites are targeted. By initially defining an objective function, the possible optimal degenerate PCR primer profiles could be automatically explored using the heuristic approach of Greedy Best-First-Search. Compared to the previously developed DC-Analyzer, MDC-Analyzer allows for the existence of a small amount of undesired sequences as a tradeoff between the number of degenerate primers and the encoded library size while still providing all the benefits of DC-Analyzer with the ability to randomize multiple contiguous sites. MDC-Analyzer was validated using a series of randomly generated mutation schemes and experimental case studies on the evolution of halohydrin dehalogenase, which proved that the MDC methodology is more efficient than other methods and is particularly well-suited to exploring the sequence space of proteins using data-driven protein engineering strategies.
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8
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Gaytán P, Roldán-Salgado A. Elimination of redundant and stop codons during the chemical synthesis of degenerate oligonucleotides. Combinatorial testing on the chromophore region of the red fluorescent protein mKate. ACS Synth Biol 2013; 2:453-62. [PMID: 23654278 DOI: 10.1021/sb3001326] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Although some strategies have been reported for the elimination of stop and redundant codons during the chemical synthesis of degenerate oligonucleotides, incorporating an expensive cocktail of 20 trimer-phosphoramidites is currently a commonly employed and straightforward approach. As an alternative option, we describe here a cheaper strategy based on standard monomer-phosphoramidites and a simplified resin-splitting procedure. The accurate division of the resin, containing the growing oligonucleotide, into four columns represents the key step in this approach. The synthesis of the degenerate codon NDT in column 1, loaded with 60% of the resin, produces 12 codons, while a degenerate codon VMA in column 2, loaded with 30% of the resin, produces 6 codons. Codons ATG and TGG, independently synthesized in columns 3 and 4, respectively, and loaded with 5% each, completes the 20 different codons. The experimental frequency of each mutant codon in the library was assessed by randomizing 12 contiguous codons that encode for amino acids located in the chromophore region of the enhanced red fluorescent protein mKate-S158A. Furthermore, randomization of three contiguous codons that encode for the amino acids Phe62, Met63, and Tyr64, which are equivalent to Phe64, Ser65, and Tyr66 in GFP, gave rise to some red and golden yellow fluorescent mutants displaying interesting phenotypes and spectroscopic properties. The absorption and emission spectra of two of these mutants also suggested that the complete maturation of the red and golden yellow chromophores in mKate proceeds via the formation of a green-type chromophore and a cyan-type chromophore, respectively.
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Affiliation(s)
- Paul Gaytán
- Instituto de Biotecnología-Universidad Nacional Autónoma de México, Ap. Postal 510-3 Cuernavaca, Morelos 62250, México.
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9
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Kille S, Acevedo-Rocha CG, Parra LP, Zhang ZG, Opperman DJ, Reetz MT, Acevedo JP. Reducing codon redundancy and screening effort of combinatorial protein libraries created by saturation mutagenesis. ACS Synth Biol 2013; 2:83-92. [PMID: 23656371 DOI: 10.1021/sb300037w] [Citation(s) in RCA: 203] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Saturation mutagenesis probes define sections of the vast protein sequence space. However, even if randomization is limited this way, the combinatorial numbers problem is severe. Because diversity is created at the codon level, codon redundancy is a crucial factor determining the necessary effort for library screening. Additionally, due to the probabilistic nature of the sampling process, oversampling is required to ensure library completeness as well as a high probability to encounter all unique variants. Our trick employs a special mixture of three primers, creating a degeneracy of 22 unique codons coding for the 20 canonical amino acids. Therefore, codon redundancy and subsequent screening effort is significantly reduced, and a balanced distribution of codon per amino acid is achieved, as demonstrated exemplarily for a library of cyclohexanone monooxygenase. We show that this strategy is suitable for any saturation mutagenesis methodology to generate less-redundant libraries.
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Affiliation(s)
- Sabrina Kille
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1,
45470 Mülheim an der Ruhr, Germany
- Fachbereich Chemie, Philipps-Universität Marburg, Hans-Meerwein-Straße,
35043 Marburg, Germany
| | - Carlos G. Acevedo-Rocha
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1,
45470 Mülheim an der Ruhr, Germany
- Fachbereich Chemie, Philipps-Universität Marburg, Hans-Meerwein-Straße,
35043 Marburg, Germany
| | - Loreto P. Parra
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1,
45470 Mülheim an der Ruhr, Germany
- Fachbereich Chemie, Philipps-Universität Marburg, Hans-Meerwein-Straße,
35043 Marburg, Germany
| | - Zhi-Gang Zhang
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1,
45470 Mülheim an der Ruhr, Germany
- Fachbereich Chemie, Philipps-Universität Marburg, Hans-Meerwein-Straße,
35043 Marburg, Germany
| | - Diederik J. Opperman
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1,
45470 Mülheim an der Ruhr, Germany
| | - Manfred T. Reetz
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1,
45470 Mülheim an der Ruhr, Germany
- Fachbereich Chemie, Philipps-Universität Marburg, Hans-Meerwein-Straße,
35043 Marburg, Germany
| | - Juan Pablo Acevedo
- Facultad
de Medicina y Facultad
de Ingeniería de la Universidad de los Andes, Santiago, Chile
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10
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Construction of "small-intelligent" focused mutagenesis libraries using well-designed combinatorial degenerate primers. Biotechniques 2012; 52:149-58. [PMID: 22401547 DOI: 10.2144/000113820] [Citation(s) in RCA: 113] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2011] [Accepted: 01/13/2012] [Indexed: 11/23/2022] Open
Abstract
Site-saturation mutagenesis is a powerful tool for protein optimization due to its efficiency and simplicity. A degenerate codon NNN or NNS (K) is often used to encode the 20 standard amino acids, but this will produce redundant codons and cause uneven distribution of amino acids in the constructed library. Here we present a novel "small-intelligent" strategy to construct mutagenesis libraries that have a minimal gene library size without inherent amino acid biases, stop codons, or rare codons of Escherichia coli by coupling well-designed combinatorial degenerate primers with suitable PCR-based mutagenesis methods. The designed primer mixture contains exactly one codon per amino acid and thus allows the construction of small-intelligent mutagenesis libraries with one gene per protein. In addition, the software tool DC-Analyzer was developed to assist in primer design according to the user-defined randomization scheme for library construction. This small-intelligent strategy was successfully applied to the randomization of halohydrin dehalogenases with one or two randomized sites. With the help of DC-Analyzer, the strategy was proven to be as simple as NNS randomization and could serve as a general tool to efficiently randomize target genes at positions of interest.
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11
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Arunachalam TS, Wichert C, Appel B, Müller S. Mixed oligonucleotides for random mutagenesis: best way of making them. Org Biomol Chem 2012; 10:4641-50. [PMID: 22552713 DOI: 10.1039/c2ob25328c] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The generation of proteins, especially enzymes, with pre-deliberated, novel properties is a big challenge in the field of protein engineering. This aim, over the years was critically facilitated by newly emerging methods of combinatorial and evolutionary techniques, such as combinatorial gene synthesis followed by functional screening of many structural variants generated in parallel (library). Libraries can be generated by a large number of available methods. Therein the use of mixtures of pre-formed trinucleotide blocks representing codons for the 20 canonical amino acids for oligonucleotide synthesis stands out as allowing fully controlled partial (or total) randomization individually at any number of arbitrarily chosen codon positions of a given gene. This has created substantial demand of fully protected trinucleotide synthons of good reactivity in standard oligonucleotide synthesis. We here review methods for the preparation of oligonucleotide mixtures with a strong focus on codon-specific trinucleotide blocks.
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Affiliation(s)
- Tamil Selvi Arunachalam
- Institut für Biochemie, Ernst Moritz Arndt Universität, Felix Hausdorff Strasse 4, Greifswald, D-17487, Germany
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12
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Lindner T, Kolmar H, Haberkorn U, Mier W. DNA libraries for the construction of phage libraries: statistical and structural requirements and synthetic methods. Molecules 2011; 16:1625-41. [PMID: 21326140 PMCID: PMC6259622 DOI: 10.3390/molecules16021625] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2010] [Revised: 01/26/2011] [Accepted: 02/11/2011] [Indexed: 01/19/2023] Open
Abstract
Peptide-based molecular probes identified by bacteriophage (phage) display technology expand the peptide repertoire for in vivo diagnosis and therapy of cancer. Numerous peptides that bind cancer-associated antigens have been discovered by panning phage libraries. However, until now only few of the peptides selected by phage display have entered clinical applications. The success of phage derived peptides essentially depends on the quality of the library screened. This review summarizes the methods to achieve highly homogenous libraries that cover a maximal sequence space. Biochemical and chemical strategies for the synthesis of DNA libraries and the techniques for their integration into the viral genome are discussed in detail. A focus is set on the methods that enable the exclusion of disturbing sequences. In addition, the parameters that define the variability, the minimal numbers of copies per library and the use of alternating panning cycles to avoid the loss of selected hits are evaluated.
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Affiliation(s)
- Thomas Lindner
- Department of Nuclear Medicine, University Hospital Heidelberg, Im Neuenheimer Feld 400, D-69120 Heidelberg, Germany
| | - Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Darmstadt University of Technology, Petersenstrase 22, 64287 Darmstadt, Germany
| | - Uwe Haberkorn
- Department of Nuclear Medicine, University Hospital Heidelberg, Im Neuenheimer Feld 400, D-69120 Heidelberg, Germany
| | - Walter Mier
- Department of Nuclear Medicine, University Hospital Heidelberg, Im Neuenheimer Feld 400, D-69120 Heidelberg, Germany
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +49-6221-56-7720; Fax: +49-6221-56-33629
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13
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Gaytán P, Contreras-Zambrano C, Ortiz-Alvarado M, Morales-Pablos A, Yáñez J. TrimerDimer: an oligonucleotide-based saturation mutagenesis approach that removes redundant and stop codons. Nucleic Acids Res 2009; 37:e125. [PMID: 19783828 PMCID: PMC2764442 DOI: 10.1093/nar/gkp602] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
9-fluorenylmethoxycarbonyl (Fmoc) and 4,4'-dimethoxytrityl (DMTr) are orthogonal hydroxyl protecting groups that have been used in conjunction to assemble oligonucleotide libraries whose variants contain wild-type and mutant codons randomly interspersed throughout a focused DNA region. Fmoc is labile to organic bases and stable to weak acids, whereas DMTr behaves oppositely. Based on these chemical characteristics, we have now devised TrimerDimer, a novel codon-based saturation mutagenesis approach that removes redundant and stop codons during the assembly of degenerate oligonucleotides. In this approach, five DMTr-protected trinucleotide phosphoramidites (dTGG, dATG, dTTT, dTAT and dTGC) and five Fmoc-protected dinucleotide phosphoramidites (dAA, dTT, dAT, dGC and dCG) react simultaneously with a starting oligonucleotide growing on a solid support. The Fmoc group is then removed and the incorporated dimers react with a mixture of three DMTr-protected monomer phosphoramidites (dC, dA and dG) to produce 15 trinucleotides: dCAA, dAAA, dGAA, dCTT, dATT, dGTT, dCAT, dAAT, dGAT, dCGC, dAGC, dGGC, dCCG, dACG and dGCG. After one mutagenic cycle, 20 codons are generated encoding the 20 natural amino acids. TrimerDimer was tested by randomizing the four contiguous codons that encode amino acids L64-G67 of an engineered, nonfluorescent GFP protein. Sequencing of 89 nonfluorescent mutant clones and isolation of two fluorescent mutants confirmed the principle.
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Affiliation(s)
- Paul Gaytán
- Instituto de Biotecnología-Universidad Nacional Autónoma de México, Ap. Postal 510-3 Cuernavaca, Morelos 62250, México.
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14
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Beaucage SL, Caruthers MH. Synthetic strategies and parameters involved in the synthesis of oligodeoxyribonucleotides according to the phosphoramidite method. ACTA ACUST UNITED AC 2008; Chapter 3:Unit 3.3. [PMID: 18428844 DOI: 10.1002/0471142700.nc0303s00] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The phosphoramidite approach has had a major impact on the synthesis of oligonucleotides. This unit describes parameters that affect the performance of this method for preparing oligodeoxyribonucleotides, as well as a number of compatible strategies. Milestones that led to the discovery of the approach are chronologically reported. Alternate strategies are also described to underscore the versatility by which these synthons can be obtained. Mechanisms of deoxyribonucleoside phosphoramidite activation, factors affecting condensation, and deprotection strategies are discussed.
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Affiliation(s)
- S L Beaucage
- Center for Biologics Evaluation and Research, Food and Drug Administration, Bethesda, Maryland, USA
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15
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Fretwell JF, K. Ismail SM, Cummings JM, Selby TL. Characterization of a randomized FRET library for protease specificity determination. MOLECULAR BIOSYSTEMS 2008; 4:862-70. [DOI: 10.1039/b709290c] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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16
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Mersich C, Jungbauer A. Generation of bioactive peptides by biological libraries. J Chromatogr B Analyt Technol Biomed Life Sci 2008; 861:160-70. [PMID: 17644452 DOI: 10.1016/j.jchromb.2007.06.031] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2007] [Revised: 06/13/2007] [Accepted: 06/23/2007] [Indexed: 11/19/2022]
Abstract
Biological libraries are powerful tools for discovery of new ligands as well as for identification of cellular interaction partners. Since the first development of the first biological libraries in form of phage displays, numerous biological libraries have been developed. For the development of new ligands, the usage of synthetic oligonucleotides is the method of choice. Generation of random oligonucleotides has been refined and various strategies for random oligonucleotide design were developed. We trace the progress and design of new strategies for the generation of random oligonucleotides, and include a look at arising diversity biases. On the other hand, genomic libraries are widely employed for investigation of cellular protein-protein interactions and targeted search of proteomic binding partners. Expression of random peptides and proteins in a linear form or integrated in a scaffold can be facilitated both in vitro and in vivo. A typical in vitro system, ribosome display, provides the largest available library size. In vivo methods comprise smaller libraries, the size of which depends on their transformation efficiency. Libraries in different hosts such as phage, bacteria, yeast, insect cells, mammalian cells exhibit higher biosynthetic capabilities. The latest library systems are compared and their strengths and limitations are reviewed.
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Affiliation(s)
- Christa Mersich
- Department of Biotechnology, University of Natural Resources and Applied Life Sciences Vienna, Muthgasse 18, Vienna, Austria
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17
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Gallinari P, Lahm A, Koch U, Paolini C, Nardi MC, Roscilli G, Kinzel O, Fattori D, Muraglia E, Toniatti C, Cortese R, De Francesco R, Ciliberto G. A functionally orthogonal estrogen receptor-based transcription switch specifically induced by a nonsteroid synthetic ligand. ACTA ACUST UNITED AC 2006; 12:883-93. [PMID: 16125100 DOI: 10.1016/j.chembiol.2005.05.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2005] [Revised: 04/23/2005] [Accepted: 05/23/2005] [Indexed: 02/05/2023]
Abstract
It is highly desirable to design ligand-dependent transcription regulation systems based on transactivators unresponsive to endogenous ligands but induced by synthetic small molecules unable to activate endogenous receptors. Using molecular modeling and yeast selection, we identified an estrogen receptor ligand binding domain double mutant (L384M, M421G) with decreased affinity to estradiol and enhanced binding to compounds inactive on estrogen receptors. Nonresponsiveness to estrogen was achieved by additionally adding the G521R substitution while introducing an "antagonistic-type" side chain in the compound, as in 4-hydroxytamoxifen. The triple-substituted ligand binding domain is insensitive to physiological concentrations of estradiol and has nanomolar affinity for the ligand. In this binary system, both receptor and ligand are, therefore, reciprocally specific. The mutated variant in the context of a chimeric transcription factor provides tight, ligand-dependent regulation of reporter gene expression.
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Affiliation(s)
- Paola Gallinari
- Instituto di Ricerche di Biologia Molecolare P. Angeletti, MRL-Rome, Department of Biochemistry, Via Pontina km 30,600, Pomezia 00040, Italy.
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18
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Osuna J, Yáñez J, Soberón X, Gaytán P. Protein evolution by codon-based random deletions. Nucleic Acids Res 2004; 32:e136. [PMID: 15459282 PMCID: PMC521680 DOI: 10.1093/nar/gnh135] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2004] [Revised: 09/10/2004] [Accepted: 09/15/2004] [Indexed: 11/14/2022] Open
Abstract
A method to delete in-phase codons throughout a defined target region of a gene has been developed. This approach, named the codon-based random deletion (COBARDE) method, is able to delete complete codons in a random and combinatorial mode. Robustness, automation and fine-tuning of the mutagenesis rate are essential characteristics of the method, which is based on the assembly of oligonucleotides and on the use of two transient orthogonal protecting groups during the chemical synthesis. The performance of the method for protein function evolution was demonstrated by changing the substrate specificity of TEM-1 beta-lactamase. Functional ceftazidime-resistant beta-lactamase variants containing several deleted residues inside the catalytically important omega-loop region were found. The results show that the COBARDE method is a useful new molecular tool to access previously unexplorable sequence space.
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Affiliation(s)
- Joel Osuna
- Departamento de Ingeniería Celular y Biocatálisis, Instituto de Biotecnología/UNAM, Ap. Postal 510-3 Cuernavaca, Morelos 62250, México
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19
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Tabuchi I, Soramoto S, Ueno S, Husimi Y. Multi-line split DNA synthesis: a novel combinatorial method to make high quality peptide libraries. BMC Biotechnol 2004; 4:19. [PMID: 15341664 PMCID: PMC520752 DOI: 10.1186/1472-6750-4-19] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2004] [Accepted: 09/01/2004] [Indexed: 11/30/2022] Open
Abstract
Background We developed a method to make a various high quality random peptide libraries for evolutionary protein engineering based on a combinatorial DNA synthesis. Results A split synthesis in codon units was performed with mixtures of bases optimally designed by using a Genetic Algorithm program. It required only standard DNA synthetic reagents and standard DNA synthesizers in three lines. This multi-line split DNA synthesis (MLSDS) is simply realized by adding a mix-and-split process to normal DNA synthesis protocol. Superiority of MLSDS method over other methods was shown. We demonstrated the synthesis of oligonucleotide libraries with 1016 diversity, and the construction of a library with random sequence coding 120 amino acids containing few stop codons. Conclusions Owing to the flexibility of the MLSDS method, it will be able to design various "rational" libraries by using bioinformatics databases.
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Affiliation(s)
- Ichiro Tabuchi
- Tokyo Evolution Research Center, 1-1-45-504, Okubo, Shinjuku-ku, Tokyo 169-0072, Japan
- Department of Functional Materials Science, Saitama University,255 Shimo-Okubo, Saitama 338-8570, Japan
| | - Sayaka Soramoto
- Department of Functional Materials Science, Saitama University,255 Shimo-Okubo, Saitama 338-8570, Japan
| | - Shingo Ueno
- Department of Functional Materials Science, Saitama University,255 Shimo-Okubo, Saitama 338-8570, Japan
| | - Yuzuru Husimi
- Department of Functional Materials Science, Saitama University,255 Shimo-Okubo, Saitama 338-8570, Japan
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20
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Lesnikowski Z. Boron Clusters − A New Entity for DNA‐Oligonucleotide Modification. European J Org Chem 2003. [DOI: 10.1002/ejoc.200300259] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Zbigniew J. Lesnikowski
- Center for Microbiology and Virology, Laboratory of Molecular Virology and Biological Chemistry, Lodz 93‐232, Poland, Fax (internat.) +48‐(0)42‐6771230
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21
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Hughes MD, Nagel DA, Santos AF, Sutherland AJ, Hine AV. Removing the redundancy from randomised gene libraries. J Mol Biol 2003; 331:973-9. [PMID: 12927534 DOI: 10.1016/s0022-2836(03)00833-7] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Amino acid substitution plays a vital role in both the molecular engineering of proteins and analysis of structure-activity relationships. High-throughput substitution is achieved by codon randomisation, which generates a library of mutants (a randomised gene library) in a single experiment. For full randomisation, key codons are typically replaced with NNN (64 sequences) or NN(G)(CorT) (32 sequences). This obligates cloning of redundant codons alongside those required to encode the 20 amino acids. As the number of randomised codons increases, there is therefore a progressive loss of randomisation efficiency; the number of genes required per protein rises exponentially. The redundant codons cause amino acids to be represented unevenly; for example, methionine is encoded just once within NNN, whilst arginine is encoded six times. Finally, the organisation of the genetic code makes it impossible to encode functional subsets of amino acids (e.g. polar residues only) in a single experiment. Here, we present a novel solution to randomisation where genetic redundancy is eliminated; the number of different genes equals the number of encoded proteins, regardless of codon number. There is no inherent amino acid bias and any required subset of amino acids may be encoded in one experiment. This generic approach should be widely applicable in studies involving randomisation of proteins.
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Affiliation(s)
- Marcus D Hughes
- School of Life and Health Sciences, Aston University, Aston Triangle, B4 7ET, Birmingham, UK
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22
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Schneider RM, Medvedovska Y, Hartl I, Voelker B, Chadwick MP, Russell SJ, Cichutek K, Buchholz CJ. Directed evolution of retroviruses activatable by tumour-associated matrix metalloproteases. Gene Ther 2003; 10:1370-80. [PMID: 12883534 DOI: 10.1038/sj.gt.3302007] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Protease-activatable retroviral vectors offer the possibility of targeted gene transfer into cancer cells expressing a unique set of proteases as, for example, the matrix metalloproteases (MMPs). However, it is difficult to predict which substrate sequence will be optimally cleaved by a given tumour cell type. Therefore, we developed a novel approach that allows the selection of MMP-activatable retroviruses from libraries of viruses displaying combinatorially diversified protease substrates. Starting from a virus harbouring a standard MMP-2 substrate motif, after only two consecutive cycles of diversification and in vivo selection, MMP-activatable viruses were recovered. Biochemical characterization of the selected viruses revealed that their linker peptides showed a considerably increased sensitivity for MMP-2 cleavage, and interestingly also improved the particle incorporation rate of the Env protein. Owing to the optimized linker peptide, the selected viruses exhibited a greatly enhanced spreading efficiency through human fibrosarcoma cells, while having retained the dependency on MMP activation. Moreover, cell entry efficiency and virus titres were considerably improved as compared to the parental virus displaying the standard MMP-2 substrate. The results presented imply that retroviral protease substrate libraries allow the definition of MMP substrate specificities under in vivo conditions as well as the generation of optimally adapted tumour-specific viruses.
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Affiliation(s)
- R M Schneider
- Medizinische Biotechnologie, Paul-Ehrlich-Institut, Langen, Germany
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23
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Kumar RK, Cole DL, Ravikumar VT. 2-Methyl-5-tert-butylthiophenol--an odorless deprotecting reagent useful in synthesis of oligonucleotides and their analogs. NUCLEOSIDES, NUCLEOTIDES & NUCLEIC ACIDS 2003; 22:453-60. [PMID: 12885125 DOI: 10.1081/ncn-120022038] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
A solution of 2-methyl-5-tert-butylthiophenol and triethylamine in acetonitrile efficiently removed the methyl protecting groups from phosphate and phosphorothioate triesters and yielded oligonucleotides of high quality. This inexpensive odorless liquid is not toxic and is a suitable replacement for hazardous thiophenol and other reagents often used for this purpose.
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24
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Abstract
Thanks to biotechnology, proteins are becoming increasingly important tools to fight disease, both as therapeutics in their own right and as catalysts for the synthesis of small molecule drugs. However, the properties of these proteins are not necessarily optimal for their intended tasks. In vitro evolution is a set of technologies useful to address their shortcomings. Moreover, in vitro evolution can help illuminate natural evolutionary pathways, thus potentially enabling prediction of drug resistance evolution. We consider here recent developments in the area of in vitro evolution, as well as its application to proteins of interest to medical science.
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Affiliation(s)
- Simon Delagrave
- Center for Molecular Biotechnology, Fraunhofer USA, 9 Innovation Way, Suite 200, Newark, DE 19711, USA.
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25
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Gaytán P, Osuna J, Soberón X. Novel ceftazidime-resistance beta-lactamases generated by a codon-based mutagenesis method and selection. Nucleic Acids Res 2002; 30:e84. [PMID: 12177312 PMCID: PMC134257 DOI: 10.1093/nar/gnf083] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Four known and nine new ceftazidime-resistance beta-lactamases were generated by a novel, contaminating codon-based mutagenesis approach. In this method, wild-type codons are spiked with a set of mutant codons during oligonucleotide synthesis, generating random combinatorial libraries of primers that contain few codon replacements per variant. Mutant codons are assembled by tandem addition of a diluted mixture of five Fmoc-dimer amidites to the growing oligo and a mixture of four DMTr-monomer amidites to generate 20 trinucleotides that encode a set of 18 amino acids. Wild-type codons are assembled with conventional chemistry and the whole process takes place in only one synthesis column, making its automation feasible. The random and binomial behavior of this approach was tested in the polylinker region of plasmid pUC19 by the synthesis of three oligonucleotide libraries mutagenized at different rates and cloned as mutagenic cassettes. Additionally, the method was biologically assessed by mutating six contiguous codons that encode amino acids 237-243 (ABL numbering) of the TEM(pUC19) beta-lactamase, which is functionally equivalent to the clinically important TEM-1 beta-lactamase. The best ceftazidime-recognizing variant was a triple mutant, R164H:E240K: R241A, displaying a 333-fold higher resistance than the wild-type enzyme.
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Affiliation(s)
- Paul Gaytán
- Instituto de Biotecnología/UNAM, Ap. Postal 510-3, Cuernavaca, Morelos 62250, México.
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26
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Pon RT, Yu S, Sanghvi YS. Tandem oligonucleotide synthesis on solid-phase supports for the production of multiple oligonucleotides. J Org Chem 2002; 67:856-64. [PMID: 11856029 DOI: 10.1021/jo0160773] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
More than one oligonucleotide can be synthesized at a time by linking multiple oligonucleotides end-to-end in a tandem manner on the surface of a solid-phase support. The 5'-terminal hydroxyl position of one oligonucleotide serves as the starting point for the next oligonucleotide synthesis. The two oligonucleotides are linked via a cleavable 3'-O-hydroquinone-O,O'-diacetic acid linker arm (Q-linker). The Q-linker is rapidly and efficiently coupled to the 5'-OH position of immobilized oligonucleotides using HATU, HBTU, or HCTU in the presence of 1 equiv of DMAP. This protocol avoids introduction of phosphate linkages on either the 3'- or 5'-end of oligonucleotides. A single NH(4)OH cleavage step can simultaneously release the products from the surface of the support and each other to produce free 5'- and 3'-hydroxyl termini. Selective cleavage of one oligonucleotide out of two sequences has also been accomplished via a combination of succinyl and Q-linker linker arms. Tandem synthesis of multiple oligonucleotides is useful for producing sets of primers for PCR, DNA sequencing, and other diagnostic applications as well as double-stranded oligonucleotides. Tandem synthesis of the same sequence multiple times increases the yield of material from any single synthesis column for maximum economy in large-scale synthesis. This method can also be combined with reusable solid-phase supports to further reduce the cost of oligonucleotide production.
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Affiliation(s)
- Richard T Pon
- Department of Biochemistry and Molecular Biology, University of Calgary, 3350 Hospital Dr. N.W., Calgary, Alberta, Canada T2N 4N1.
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27
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Murakami H, Hohsaka T, Sisido M. Random insertion and deletion of arbitrary number of bases for codon-based random mutation of DNAs. Nat Biotechnol 2002; 20:76-81. [PMID: 11753366 DOI: 10.1038/nbt0102-76] [Citation(s) in RCA: 84] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
A general method was developed for the construction of a library of mutant genes. The method, termed random insertion/deletion (RID) mutagenesis, enables deletion of an arbitrary number of consecutive bases at random positions and, at the same time, insertion of a specific sequence or random sequences of an arbitrary number into the same position. The applicability of the RID mutagenesis was demonstrated by replacing three randomly selected consecutive bases by the BglII recognition sequence (AGATCT) in the GFPUV gene. In addition, the randomly selected three bases were replaced by a mixture of 20 codons. These mutants were expressed in Escherichia coli, and those that showed fluorescence properties different from the wild-type GFP were selected. A yellow fluorescent protein and an enhanced green fluorescent protein, neither of which could be obtained by error-prone PCR mutagenesis, were found among the six mutants selected. Several mutants of the DsRed protein that show different fluorescence properties were also obtained.
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Affiliation(s)
- Hiroshi Murakami
- Department of Bioscience and Biotechnology, Faculty of Engineering, Okayama University, 3-1-1 Tsushimanaka, Okayama 700-8530, Japan
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28
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Urbanelli L, Ronchini C, Fontana L, Menard S, Orlandi R, Monaci P. Targeted gene transduction of mammalian cells expressing the HER2/neu receptor by filamentous phage. J Mol Biol 2001; 313:965-76. [PMID: 11700053 DOI: 10.1006/jmbi.2001.5111] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Screening a random peptide library displayed on phage as fusion to the major capsid protein pVIII identified a ligand binding the human epidermal growth factor receptor 2 (HER2) specifically. By mutating the sequence of this ligand, a "secondary" library was generated, whose panning on HER2-positive cells isolated a phage-borne peptide with increased specific binding to HER2 (phage NL1.1). The same peptide recognised HER2 specifically when expressed as an N-terminal fusion to the minor coat protein pIII. Phage NL1.1 was engineered to include a mammalian expression cassette for a reporter gene within its genome. This modified phage transduced HER2-expressing cells with very high specificity (more than 1000-fold that of parental HER2-negative cells) and with an efficiency comparable to that of chemical transfection protocols. The gene delivery process was remarkably fast, requiring less than 15 minutes incubation of phage with target cells to generate detectable levels of gene expression.
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Affiliation(s)
- L Urbanelli
- Department of Molecular & Cell Biology, I.R.B.M. P. Angeletti, Pomezia, Roma, Italy
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29
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Geyer CR. Peptide Aptamers: Dominant “Genetic” Agents for Forward and Reverse Analysis of Cellular Processes. ACTA ACUST UNITED AC 2001; Chapter 24:Unit 24.4. [DOI: 10.1002/0471142727.mb2404s52] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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30
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Pacini L, Vitelli A, Filocamo G, Bartholomew L, Brunetti M, Tramontano A, Steinkühler C, Migliaccio G. In vivo selection of protease cleavage sites by using chimeric Sindbis virus libraries. J Virol 2000; 74:10563-70. [PMID: 11044100 PMCID: PMC110930 DOI: 10.1128/jvi.74.22.10563-10570.2000] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2000] [Accepted: 08/15/2000] [Indexed: 11/20/2022] Open
Abstract
Identifying protease cleavage sites contributes to our understanding of their specificity and biochemical properties and can help in designing specific inhibitors. One route to this end is the generation and screening of random libraries of cleavage sites. Both synthetic and phage-displayed libraries have been extensively used in vitro. We describe a novel system based on recombinant Sindbis virus which can be used to identify cleavage sites in vivo, thus eliminating the need for a purified enzyme and overcoming the problem of choosing the correct in vitro conditions. As a model we used the serine protease of the hepatitis C virus (HCV). We engineered the gene coding for this enzyme and two specific cleavage sites in the Sindbis virus structural gene and constructed libraries of viral genomes with a random sequence at either of the cleavage sites. The system was designed so that only viral genomes coding for sequences cleaved by the protease would produce viable viruses. With this system we selected viruses containing sequences mirroring those of the natural HCV protease substrates which were cleaved with comparable efficiencies.
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Affiliation(s)
- L Pacini
- Istituto di Ricerche di Biologia Molecolare P. Angeletti, 00040 Pomezia (Rome), Italy
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