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Abstract
mRNA display is a powerful in vitro selection technique that can be applied toward the identification of peptides or proteins with desired properties. The physical conjugation between a protein and its own RNA presents unique challenges in manipulating the displayed proteins in an RNase-free environment. This protocol outlines the generation of synthetic peptide and natural proteome libraries as well as the steps required for generation of mRNA-protein fusion libraries, in vitro selection, and regeneration of the selected sequences. The selection procedures for the identification of Ca(2+)-dependent, calmodulin-binding proteins from synthetic peptide and natural proteome libraries are presented.
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152
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Daguer JP, Ciobanu M, Barluenga S, Winssinger N. Discovery of an entropically-driven small molecule streptavidin binder from nucleic acid-encoded libraries. Org Biomol Chem 2012; 10:1502-5. [DOI: 10.1039/c2ob06880j] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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153
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Swaminathan S, Cui Y. Recognition of poly(dimethylsiloxane) with phage displayed peptides. RSC Adv 2012. [DOI: 10.1039/c2ra22137c] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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154
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Kogot JM, Zhang Y, Moore SJ, Pagano P, Stratis-Cullum DN, Chang-Yen D, Turewicz M, Pellegrino PM, de Fusco A, Soh HT, Stagliano NE. Screening of peptide libraries against protective antigen of Bacillus anthracis in a disposable microfluidic cartridge. PLoS One 2011; 6:e26925. [PMID: 22140433 PMCID: PMC3225367 DOI: 10.1371/journal.pone.0026925] [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: 09/01/2011] [Accepted: 10/05/2011] [Indexed: 11/21/2022] Open
Abstract
Bacterial surface peptide display has gained popularity as a method of affinity reagent generation for a wide variety of applications ranging from drug discovery to pathogen detection. In order to isolate the bacterial clones that express peptides with high affinities to the target molecule, multiple rounds of manual magnetic activated cell sorting (MACS) followed by multiple rounds of fluorescence activated cell sorting (FACS) are conventionally used. Although such manual methods are effective, alternative means of library screening which improve the reproducibility, reduce the cost, reduce cross contamination, and minimize exposure to hazardous target materials are highly desired for practical application. Toward this end, we report the first semi-automated system demonstrating the potential for screening bacterially displayed peptides using disposable microfluidic cartridges. The Micro-Magnetic Separation platform (MMS) is capable of screening a bacterial library containing 3 × 10¹⁰ members in 15 minutes and requires minimal operator training. Using this system, we report the isolation of twenty-four distinct peptide ligands that bind to the protective antigen (PA) of Bacilus anthracis in three rounds of selection. A consensus motif WXCFTC was found using the MMS and was also found in one of the PA binders isolated by the conventional MACS/FACS approach. We compared MMS and MACS rare cell recovery over cell populations ranging from 0.1% to 0.0000001% and found that both magnetic sorting methods could recover cells down to 0.0000001% initial cell population, with the MMS having overall lower standard deviation of cell recovery. We believe the MMS system offers a compelling approach towards highly efficient, semi-automated screening of molecular libraries that is at least equal to manual magnetic sorting methods and produced, for the first time, 15-mer peptide binders to PA protein that exhibit better affinity and specificity than peptides isolated using conventional MACS/FACS.
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Affiliation(s)
- Joshua M. Kogot
- United States Army Research Laboratory, Sensors and Electron Devices Directorate, Adelphi, Maryland, United States of America
| | - Yanting Zhang
- Cynvenio Biosystems, Inc., Westlake Village, California, United States of America
| | - Stephen J. Moore
- CytomX Therapeutics, LLC, Santa Barbara, California, United States of America
| | - Paul Pagano
- Cynvenio Biosystems, Inc., Westlake Village, California, United States of America
| | - Dimitra N. Stratis-Cullum
- United States Army Research Laboratory, Sensors and Electron Devices Directorate, Adelphi, Maryland, United States of America
| | - David Chang-Yen
- Cynvenio Biosystems, Inc., Westlake Village, California, United States of America
| | - Marek Turewicz
- Cynvenio Biosystems, Inc., Westlake Village, California, United States of America
| | - Paul M. Pellegrino
- United States Army Research Laboratory, Sensors and Electron Devices Directorate, Adelphi, Maryland, United States of America
| | - Andre de Fusco
- Cynvenio Biosystems, Inc., Westlake Village, California, United States of America
| | - H. Tom Soh
- Department of Mechanical Engineering, University of California Santa Barbara, Santa Barbara, California, United States of America
| | - Nancy E. Stagliano
- CytomX Therapeutics, LLC, Santa Barbara, California, United States of America
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155
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Aquino C, Sarkar M, Chalmers MJ, Mendes K, Kodadek T, Micalizio GC. A biomimetic polyketide-inspired approach to small-molecule ligand discovery. Nat Chem 2011; 4:99-104. [PMID: 22270625 PMCID: PMC3266625 DOI: 10.1038/nchem.1200] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2011] [Accepted: 10/14/2011] [Indexed: 02/06/2023]
Abstract
The discovery of new compounds for the pharmacological manipulation of protein function often embraces the screening of compound collections, and it is widely recognized that natural products offer beneficial characteristics as protein ligands. Much effort has therefore been focused on “natural product-like” libraries, yet the synthesis and screening of such libraries is often limited by one or more of the following: modest library sizes and structural diversity, conformational heterogeneity, and the costs associated with the substantial infrastructure of modern high-throughput screening centers. Here, we describe the design and execution of an approach to this broad problem by merging principles associated biologically-inspired oligomerization and the structure of polyketide-derived natural products. A novel class of chiral and conformationally-constrained oligomers is described (termed “chiral oligomers of pentenoic amides” – COPAs) that offers compatibility with split-and-pool methods and can be screened en masse in a batch mode. We demonstrate that a COPA library containing 160,000 compounds is a useful source of novel protein ligands by identifying a non-covalent synthetic ligand to the DNA-binding domain of the p53 transcription factor.
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Affiliation(s)
- Claudio Aquino
- Department of Chemistry, The Scripps Research Institute, Scripps Florida, Jupiter, Florida 33458, USA
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156
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Lienqueo ME, Mahn A, Salgado JC, Shene C. Mathematical Modeling of Protein Chromatograms. Chem Eng Technol 2011. [DOI: 10.1002/ceat.201100282] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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157
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Ullman CG, Frigotto L, Cooley RN. In vitro methods for peptide display and their applications. Brief Funct Genomics 2011; 10:125-34. [PMID: 21628313 DOI: 10.1093/bfgp/elr010] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The presentation of recombinant peptide libraries linked to their coding sequence can be referred to as 'peptide display'. Phage display is the most widely practiced peptide display technology but more recent alternatives such as CIS display, ribosome display and mRNA display offer advantages over phage for speed, library size and the display of unnatural amino acids. These have provided researchers with tools to address some of the failings of peptides such as their low affinity, low stability and inability to cross biological membranes. In this review, we assess some of the recent advances in peptide display and its application.
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Affiliation(s)
- Christopher G Ullman
- Isogenica Ltd., The Mansion, Chesterford Research Park, Little Chesterford, Essex, UK.
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158
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Wang H, Liu R. Advantages of mRNA display selections over other selection techniques for investigation of protein-protein interactions. Expert Rev Proteomics 2011; 8:335-46. [PMID: 21679115 PMCID: PMC7103729 DOI: 10.1586/epr.11.15] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
mRNA display is a genotype–phenotype conjugation method that allows for amplification-based, iterative rounds of in vitro selection to be applied to peptides and proteins. mRNA display can be used to display both long natural protein and short synthetic peptide libraries with unusually high diversities for the investigation of protein–protein interactions. Here, we summarize the advantages of mRNA display by comparing it with other widely used peptide or protein-selection techniques, and discuss various applications of this technique in studying protein–protein interactions.
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Affiliation(s)
- Hui Wang
- University of North Carolina, Chapel Hill, NC 27599-7568, USA
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159
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Rapid probing of biological surfaces with a sparse-matrix peptide library. PLoS One 2011; 6:e23551. [PMID: 21858167 PMCID: PMC3156232 DOI: 10.1371/journal.pone.0023551] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2011] [Accepted: 07/20/2011] [Indexed: 02/02/2023] Open
Abstract
Finding unique peptides to target specific biological surfaces is crucial to basic research and technology development, though methods based on biological arrays or large libraries limit the speed and ease with which these necessary compounds can be found. We reasoned that because biological surfaces, such as cell surfaces, mineralized tissues, and various extracellular matrices have unique molecular compositions, they present unique physicochemical signatures to the surrounding medium which could be probed by peptides with appropriately corresponding physicochemical properties. To test this hypothesis, a naïve pilot library of 36 peptides, varying in their hydrophobicity and charge, was arranged in a two-dimensional matrix and screened against various biological surfaces. While the number of peptides in the matrix library was very small, we obtained “hits” against all biological surfaces probed. Sequence refinement of the “hits” led to peptides with markedly higher specificity and binding activity against screened biological surfaces. Genetic studies revealed that peptide binding to bacteria was mediated, at least in some cases, by specific cell-surface molecules, while examination of human tooth sections showed that this method can be used to derive peptides with highly specific binding to human tissue.
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160
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Cotten SW, Zou J, Valencia CA, Liu R. Selection of proteins with desired properties from natural proteome libraries using mRNA display. Nat Protoc 2011; 6:1163-82. [DOI: 10.1038/nprot.2011.354] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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161
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Olson CA, Adams JD, Takahashi TT, Qi H, Howell SM, Wu TT, Roberts RW, Sun R, Soh HT. Rapid mRNA-Display Selection of an IL-6 Inhibitor Using Continuous-Flow Magnetic Separation. Angew Chem Int Ed Engl 2011. [DOI: 10.1002/ange.201101149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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162
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Olson CA, Adams JD, Takahashi TT, Qi H, Howell SM, Wu TT, Roberts RW, Sun R, Soh HT. Rapid mRNA-display selection of an IL-6 inhibitor using continuous-flow magnetic separation. Angew Chem Int Ed Engl 2011; 50:8295-8. [PMID: 21761516 DOI: 10.1002/anie.201101149] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2011] [Indexed: 11/10/2022]
Affiliation(s)
- C Anders Olson
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, USA
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163
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Kodadek T. The rise, fall and reinvention of combinatorial chemistry. Chem Commun (Camb) 2011; 47:9757-63. [PMID: 21701754 DOI: 10.1039/c1cc12102b] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Combinatorial chemistry provides a powerful tool for the rapid creation of large numbers of synthetic compounds. Ideally, these libraries should be a rich source of bioactive molecules, but there is the general feeling that the initial promise of combinatorial chemistry has not yet been realized. In particular, enthusiasm for conducting unbiased (non-structure-guided) screens of large libraries for protein or RNA ligands has waned. A central challenge in this area is to devise methods for the synthesis of chemically diverse, high-quality libraries of molecules with many of the desirable features of natural products. These include diverse functionality, a significant representation of chiral sp(3) centers that provide conformational bias to the molecule, significant skeletal diversity, and good pharmacokinetic properties. However, these libraries must be easy to make from cheap, readily available building blocks, ideally those that would support convenient hit optimization/structure reactivity relationship studies. Meeting these challenges will not be easy. Here I review some recent advances in this area and provide some thoughts on likely important developments in the next few years.
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Affiliation(s)
- Thomas Kodadek
- Department of Chemistry, The Scripps Research Institute, Scripps Florida, FL 33458, USA.
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164
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Yanagida H, Matsuura T, Kazuta Y, Yomo T. In vitro selection of proteins that undergo covalent labeling with small molecules by thiol-disulfide exchange by using ribosome display. Chembiochem 2011; 12:962-9. [PMID: 21384482 DOI: 10.1002/cbic.201000620] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2010] [Indexed: 11/10/2022]
Abstract
There is a great deal of interest in proteins that can bind covalently to target molecules, as they allow unambiguous experiments by tight binding to molecules of interest. Here, we report the generation of proteins that undergo covalent labeling with small molecules through in vitro selection by using ribosome display. Selection was performed from a mutant library of the WW domain with a biotinylated peptide as its binding target, in which the biotin and the peptide are connected by a disulfide bond. After five rounds of selection, we identified mutants carrying a particular cysteine mutation. The binding target reacted specifically with the selected mutant, even in the presence of other proteins, and resulted in the generation of biotin- or peptide-labeled WW domains by thiol-disulfide exchange. When the mutant was fused to a protein of interest, the fusion protein was also labeled with biotin. Thus, the characteristics of the selected mutant should be suitable as a tag sequence that can be covalently labeled with small synthetic molecules. These results indicate that the rapid and efficient generation of such proteins is possible by ribosome display.
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Affiliation(s)
- Hayato Yanagida
- Graduate School of Frontier Biosciences, Osaka University, Suita, Osaka, Japan
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165
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Seelig B. mRNA display for the selection and evolution of enzymes from in vitro-translated protein libraries. Nat Protoc 2011; 6:540-52. [DOI: 10.1038/nprot.2011.312] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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166
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Derda R, Tang SKY, Li SC, Ng S, Matochko W, Jafari MR. Diversity of phage-displayed libraries of peptides during panning and amplification. Molecules 2011; 16:1776-803. [PMID: 21339712 PMCID: PMC6259649 DOI: 10.3390/molecules16021776] [Citation(s) in RCA: 141] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2010] [Revised: 02/10/2011] [Accepted: 02/17/2011] [Indexed: 01/15/2023] Open
Abstract
The amplification of phage-displayed libraries is an essential step in the selection of ligands from these libraries. The amplification of libraries, however, decreases their diversity and limits the number of binding clones that a screen can identify. While this decrease might not be a problem for screens against targets with a single binding site (e.g., proteins), it can severely hinder the identification of useful ligands for targets with multiple binding sites (e.g., cells). This review aims to characterize the loss in the diversity of libraries during amplification. Analysis of the peptide sequences obtained in several hundred screens of peptide libraries shows explicitly that there is a significant decrease in library diversity that occurs during the amplification of phage in bacteria. This loss during amplification is not unique to specific libraries: it is observed in many of the phage display systems we have surveyed. The loss in library diversity originates from competition among phage clones in a common pool of bacteria. Based on growth data from the literature and models of phage growth, we show that this competition originates from growth rate differences of only a few percent for different phage clones. We summarize the findings using a simple two-dimensional "phage phase diagram", which describes how the collapse of libraries, due to panning and amplification, leads to the identification of only a subset of the available ligands. This review also highlights techniques that allow elimination of amplification-induced losses of diversity, and how these techniques can be used to improve phage-display selection and enable the identification of novel ligands.
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Affiliation(s)
- Ratmir Derda
- Department of Chemistry, University of Alberta, Edmonton, AB T6G2G2, Canada.
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167
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Phage display: selecting straws instead of a needle from a haystack. Molecules 2011; 16:790-817. [PMID: 21248664 PMCID: PMC6259164 DOI: 10.3390/molecules16010790] [Citation(s) in RCA: 130] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2010] [Revised: 01/12/2011] [Accepted: 01/17/2011] [Indexed: 11/25/2022] Open
Abstract
An increasing number of peptides with specific binding affinity to various protein and even non-protein targets are being discovered from phage display libraries. The power of this method lies in its ability to efficiently and rapidly identify ligands with a desired target property from a large population of phage clones displaying diverse surface peptides. However, the search for the needle in the haystack does not always end successfully. False positive results may appear. Thus instead of specific binders phage with no actual affinity toward the target are recovered due to their propagation advantages or binding to other components of the screening system, such as the solid phase, capturing reagents, contaminants in the target sample or blocking agents, rather than the target. Biopanning experiments on different targets performed in our laboratory revealed some previously identified and many new target-unrelated peptide sequences, which have already been frequently described and published, but not yet recognized as target-unrelated. Distinguishing true binders from false positives is an important step toward phage display selections of greater integrity. This article thoroughly reviews and discusses already identified and new target-unrelated peptides and suggests strategies to avoid their isolation.
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168
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Chiu YL. Biochemical fractionation and purification of high-molecular-mass APOBEC3G complexes. Methods Mol Biol 2011; 718:185-206. [PMID: 21370050 DOI: 10.1007/978-1-61779-018-8_12] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Human APOBEC3G (A3G) is a cytidine deaminase that broadly restricts the replication of many retroviruses, including HIV-1. In different cell types, cytoplasmic A3G is expressed in high-molecular-mass (HMM) RNA-protein complexes or low-molecular-mass (LMM) forms displaying different biological activities. LMM A3G has been proposed to restrict HIV-1 infection soon after virion entry in resting CD4 T cells, monocytes, and mature dendritic cells. Cellular activation and specific cytokine signaling promote the recruitment of LMM A3G into HMM complexes that are likely nucleated by the induced expression of Alu retroelement RNAs. HMM A3G sequesters these retroelement RNAs away from the nuclear LINE-derived enzymes required for Alu retrotransposition. However, assembly of A3G into HMM complexes suppresses its enzymatic activity and may render cells permissive to HIV-1 infection. During HIV-1 virion formation, newly synthesized LMM A3G is preferentially encapsidated when the HIV-1 viral protein viral infectivity factor is absent and employs sequential actions to restrict HIV-1. A3G's biological activities are tightly regulated by its ability to assemble into HMM complexes. Here, we describe in detail the procedures for biochemical fractionation and purification of HMM A3G complexes. Purified HMM A3G complexes will be useful for studying many aspects of the A3G biology, including A3G's roles in restricting retroviral replication, inhibiting retroelement mobility, and potentially regulating cellular RNA function.
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Affiliation(s)
- Ya-Lin Chiu
- Department of Medicine, Gladstone Institute of Virology and Immunology, University of California, San Francisco, CA, USA.
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169
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Kim JH, Chang TM, Graham AN, Choo KHA, Kalitsis P, Hudson DF. Streptavidin-Binding Peptide (SBP)-tagged SMC2 allows single-step affinity fluorescence, blotting or purification of the condensin complex. BMC BIOCHEMISTRY 2010; 11:50. [PMID: 21194474 PMCID: PMC3022668 DOI: 10.1186/1471-2091-11-50] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2010] [Accepted: 12/31/2010] [Indexed: 11/10/2022]
Abstract
BACKGROUND Cell biologists face the need to rapidly analyse their proteins of interest in order to gain insight into their function. Often protein purification, cellular localisation and Western blot analyses can be multi-step processes, where protein is lost, activity is destroyed or effective antibodies have not yet been generated. AIM To develop a method that simplifies the critical protein analytical steps of the laboratory researcher, leading to easy, efficient and rapid protein purification, cellular localisation and quantification. RESULTS We have tagged the SMC2 subunit of the condensin complex with the Streptavidin-Binding Peptide (SBP), optimising and demonstrating the efficacious use of this tag for performing these protein analytical steps. Based on silver staining, and Western analysis, SBP delivered an outstanding specificity and purity of the condensin complex. We also developed a rapid and highly specific procedure to localise SBP-tagged proteins in cells in a single step procedure thus bypassing the need for using antibodies. Furthermore we have shown that the SBP tag can be used for isolating tagged proteins from chemically cross-linked cell populations for capturing DNA-protein interactions. CONCLUSIONS The small 38-amino acid synthetic SBP offers the potential to successfully perform all four critical analytical procedures as a single step and should have a general utility for the study of many proteins and protein complexes.
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Affiliation(s)
- Ji Hun Kim
- Murdoch Childrens Research Institute, Royal Children's Hospital, Melbourne, Victoria, Australia
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170
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Chan PM, Ng YW, Manser E. A robust protocol to map binding sites of the 14-3-3 interactome: Cdc25C requires phosphorylation of both S216 and S263 to bind 14-3-3. Mol Cell Proteomics 2010; 10:M110.005157. [PMID: 21189416 DOI: 10.1074/mcp.m110.005157] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Modern proteomic techniques have identified hundreds of proteins that bind 14-3-3s, the most widespread eukaryotic phosphoserine/threonine sensors, but accurate prediction of the target phospho-sites is difficult. Here we describe a systematic approach using synthetic peptides that tests large numbers of potential binding sites in parallel for human 14-3-3. By profiling the sequence requirements for three diverse 14-3-3 binding sites (from IRS-1, IRSp53 and GIT2), we have generated enhanced bioinformatics tools to score sites and allow more tractable testing by co-immunoprecipitation. This approach has allowed us to identify two additional sites other than Ser216 in the widely studied cell division cycle (Cdc) protein 25C, whose function depends on 14-3-3 binding. These Ser247 and Ser263 sites in human Cdc25C, which were not predicted by the existing Scansite search, are conserved across species and flank the nuclear localization region. Furthermore, we found strong interactions between 14-3-3 and peptides with the sequence Rxx[S/T]xR typical for PKC sites, and which is as abundant as the canonical Rxx[S/T]xP motif in the proteome. Two such sites are required for 14-3-3 binding in the polarity protein Numb. A recent survey of >200 reported sites identified only a handful containing this motif, suggesting that it is currently under-appreciated as a candidate binding site. This approach allows one to rapidly map 14-3-3 binding sites and has revealed alternate motifs.
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Affiliation(s)
- Perry M Chan
- sGSK Group, A*Star Neuroscience Research Partnership, Institute of Medical Biology, Singapore
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171
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Development of direct competitive enzyme-linked aptamer assay for determination of dopamine in serum. Anal Chim Acta 2010; 685:65-73. [PMID: 21168553 DOI: 10.1016/j.aca.2010.11.010] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2010] [Revised: 11/02/2010] [Accepted: 11/08/2010] [Indexed: 11/21/2022]
Abstract
A rapid and cost-effective screening method based on a competitive enzyme-linked aptamer assay (ELAA) for dopamine (DA) in serum has been optimized and validated. In this paper, we report advantageous sensitivity and specificity of aptamer assays as compared to the existing antibody based-immunoassays. The RNA aptamer (67 mer) was immobilized via site-directed immobilization with biotin both at the 3'-end on aptamer and at neutravidin plate. Various factors such as incubation temperature, divalent ion - Mg(2+) ion and treatment of serum solution were evaluated for the performance of ELAA. The aptamer was incubated for 1h at 4°C in the assay buffer containing 5 mM Mg(2+) ion, and serum was diluted (1:9, serum:assay buffer) and filtrated through a 3 kDa dialysis membrane to extract the proteins present in the serum. Assay was performed with 0.01 μg mL(-1) of aptamer and 1.205×10(-7)M DA-HRP conjugate using the optimized method. A dose-response curve was constructed, and the limit of detection and a dynamic range for the DA were determined as 1.0×10(-12)M and four orders (1.0×10(-7)M to 5.0×10(-11) M) of magnitude, respectively. The correlation diagram of the absorbance obtained both in buffer and in serum has shown a good agreement with the correlation coefficient (R(2)=0.9872): Abs. (in serum)=0.9612×Abs. (in buffer)-0.0556. The cross-reactivity evaluation demonstrated that norepinephrine showed some cross-reactivity (3.68%) whereas 3-methoxytyramine, epinephrine, homovanillic acid and 3,4-dihydroxyphenylacetic acid showed almost no cross-reactivity (<1%). Percent recoveries of DA in serum were quite satisfactory (∼95%). This paper describes usefulness of the aptamer assay in monitoring DA in human serum.
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172
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Hentschke M, Berneking L, Belmar Campos C, Buck F, Ruckdeschel K, Aepfelbacher M. Yersinia virulence factor YopM induces sustained RSK activation by interfering with dephosphorylation. PLoS One 2010; 5. [PMID: 20957203 PMCID: PMC2950144 DOI: 10.1371/journal.pone.0013165] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2010] [Accepted: 09/14/2010] [Indexed: 12/18/2022] Open
Abstract
Background Pathogenic yersiniae inject several effector proteins (Yops) into host cells, which subverts immune functions and enables the bacteria to survive within the host organism. YopM, whose deletion in enteropathogenic yersiniae results in a dramatic loss of virulence, has previously been shown to form a complex with and activate the multifunctional kinases PKN2 and RSK1 in transfected cells. Methodology/Principal Findings In a near physiological approach with double-affinity-tagged YopM being translocated into the macrophage cell line J774A.1 via the natural type three secretion system of Yersinia we verified the interaction of YopM with PKN2 and RSK1 and detected association with additional PKN and RSK isoforms. In transfected and infected cells YopM induced sustained phosphorylation of RSK at its activation sites serine-380 and serine-221 even in the absence of signalling from its upstream kinase ERK1/2, suggesting inhibition of dephosphorylation. ATP-depletion and in vitro assays using purified components directly confirmed that YopM shields RSK isoforms from phosphatase activity towards serines 380 and 221. Conclusions/Significance Our study suggests that during Yersinia infection YopM induces sustained activation of RSK by blocking dephosphorylation of its activatory phosphorylation sites. This may represent a novel mode of action of a bacterial virulence factor.
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Affiliation(s)
- Moritz Hentschke
- Institute of Medical Microbiology, Virology and Hygiene, University Medical Center Eppendorf, Hamburg, Germany.
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173
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Optimisation of a multivalent Strep tag for protein detection. Biophys Chem 2010; 152:170-7. [PMID: 20970240 DOI: 10.1016/j.bpc.2010.09.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2010] [Revised: 09/20/2010] [Accepted: 09/20/2010] [Indexed: 02/05/2023]
Abstract
The Strep tag is a peptide sequence that is able to mimic biotin's ability to bind to streptavidin. Sequences of Strep tags from 0 to 5 have been appended to the N-terminus of a model protein, the Stefin A Quadruple Mutant (SQM) peptide aptamer scaffold, and the recombinant fusion proteins expressed. The affinities of the proteins for streptavidin have been assessed as a function of the number of tags inserted using a variety of labelled and label-free bioanalytical and surface based methods (Western blots, microarray assays and surface plasmon resonance spectroscopy). The binding affinity increases with the number of tags across all assays, reaching nanomolar levels with 5 inserts, an observation assigned to a progressive increase in the probability of a binding interaction occurring. In addition a novel interfacial FRET based assay has been developed for generic Strep tag interactions, which utilises a conventional microarray scanner and bypasses the requirement for expensive lifetime imaging equipment. By labelling both the tagged StrepX-SQM(2) and streptavidin targets, the conjugate is primed for label-free FRET based displacement assays.
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174
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Zhang J, Williams BAR, Nilsson MT, Chaput JC. The evolvability of lead peptides from small library screens. Chem Commun (Camb) 2010; 46:7778-80. [PMID: 20830334 DOI: 10.1039/c0cc01475c] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Very little is known about the evolvability of lead peptides that are isolated from small library screens. Here we begin to explore this question by comparing the directed evolution of two peptides previously isolated from a small library screen to new ligands generated de novo by in vitro selection.
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Affiliation(s)
- Jinglei Zhang
- Center for Evolutionary Medicine and Informatics at the Biodesign Institute, Arizona State University, Tempe, AZ 85287-5301, USA
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175
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176
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Abstract
TAP (tandem affinity purification) allows rapid and clean isolation of a tagged protein along with its interacting partners from cell lysates. Initially developed in yeast, the TAP method has subsequently been adapted to other cells and organisms. In combination with MS analysis, this method has become an indispensable tool for systematic identification of target-associated protein complexes. The key feature of TAP is the use of a dual-affinity tag, which is fused to the protein of interest. The original TAP tag consisted of two IgG-binding units of Protein A of Staphylococcus aureus and the calmodulin-binding peptide. As the technique has been widely exploited, a number of alternative TAP tags based on other affinity handles have been developed. The present review gives an overview of the various tag combinations for TAP with a highlight on those alternatives that result in improved yields or unique features. The information provided should assist in the selection and development of TAP tags for specific applications.
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178
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Takahashi S, Iida M, Furusawa H, Shimizu Y, Ueda T, Okahata Y. Real-time monitoring of cell-free translation on a quartz-crystal microbalance. J Am Chem Soc 2009; 131:9326-32. [PMID: 19518055 DOI: 10.1021/ja9019947] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The efficiency of protein synthesis is often regulated post-transcriptionally by sequences within the mRNA. To investigate the reactions of protein translation, we established a system that allowed real-time monitoring of protein synthesis using a cell-free translation mixture and a 27 MHz quartz-crystal microbalance (QCM). Using an mRNA that encoded a fusion polypeptide comprising the streptavidin-binding peptide (SBP) tag, a portion of Protein D as a spacer, and the SecM arrest sequence, we could follow the binding of the SBP tag, while it was displayed on the 70S ribosome, to a streptavidin-modified QCM over time. Thus, we could follow a single turnover of protein synthesis as a change in mass. This approach allowed us to evaluate the effects of different antibiotics and mRNA sequences on the different steps of translation. From the results of this study, we have determined that both the formation of the initiation complex from the 70S ribosome, mRNA, and fMet-tRNA(fMet) and the accommodation of the second aminoacyl-tRNA to the initiation complex are rate-limiting steps in protein synthesis.
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Affiliation(s)
- Shuntaro Takahashi
- Department of Biomolecular Engineering, Tokyo Institute of Technology, B-53, 4259 Nagatsuta, Midori-ku, Yokohama 226-8501, Japan
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179
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Kritzer JA, Hamamichi S, McCaffery JM, Santagata S, Naumann TA, Caldwell KA, Caldwell GA, Lindquist S. Rapid selection of cyclic peptides that reduce alpha-synuclein toxicity in yeast and animal models. Nat Chem Biol 2009; 5:655-63. [PMID: 19597508 PMCID: PMC2729362 DOI: 10.1038/nchembio.193] [Citation(s) in RCA: 109] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2009] [Accepted: 05/08/2009] [Indexed: 11/25/2022]
Abstract
Phage display has demonstrated the utility of cyclic peptides as general protein ligands but cannot access proteins inside eukaryotic cells. Expanding a new chemical genetics tool, we describe the first expressed library of head-to-tail cyclic peptides in yeast (Saccharomyces cerevisiae). We applied the library to selections in a yeast model of alpha-synuclein toxicity that recapitulates much of the cellular pathology of Parkinson's disease. From a pool of 5 million transformants, we isolated two related cyclic peptide constructs that specifically reduced the toxicity of human alpha-synuclein. These expressed cyclic peptide constructs also prevented dopaminergic neuron loss in an established Caenorhabditis elegans Parkinson's model. This work highlights the speed and efficiency of using libraries of expressed cyclic peptides for forward chemical genetics in cellular models of human disease.
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Affiliation(s)
- Joshua A. Kritzer
- Whitehead Institute for Biomedical Research, 9 Cambridge Center, Cambridge MA 02142
| | - Shusei Hamamichi
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35487
| | - J. Michael McCaffery
- Integrated Imaging Center and Department of Biology, Johns Hopkins University, Baltimore, MD 21218
| | - Sandro Santagata
- Whitehead Institute for Biomedical Research, 9 Cambridge Center, Cambridge MA 02142
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA, and Harvard Medical School, Boston, Massachusetts, USA
| | - Todd A. Naumann
- Department of Chemistry, The Pennsylvania State University, University Park, PA 16802
| | - Kim A. Caldwell
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35487
| | - Guy A. Caldwell
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35487
| | - Susan Lindquist
- Whitehead Institute for Biomedical Research, 9 Cambridge Center, Cambridge MA 02142
- Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge MA 02139
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180
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Design, synthesis and selection of DNA-encoded small-molecule libraries. Nat Chem Biol 2009; 5:647-54. [PMID: 19648931 DOI: 10.1038/nchembio.211] [Citation(s) in RCA: 478] [Impact Index Per Article: 31.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2008] [Accepted: 06/18/2009] [Indexed: 12/19/2022]
Abstract
Biochemical combinatorial techniques such as phage display, RNA display and oligonucleotide aptamers have proven to be reliable methods for generation of ligands to protein targets. Adapting these techniques to small synthetic molecules has been a long-sought goal. We report the synthesis and interrogation of an 800-million-member DNA-encoded library in which small molecules are covalently attached to an encoding oligonucleotide. The library was assembled by a combination of chemical and enzymatic synthesis, and interrogated by affinity selection. We describe methods for the selection and deconvolution of the chemical display library, and the discovery of inhibitors for two enzymes: Aurora A kinase and p38 MAP kinase.
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181
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Takimoto K, Wakiyama M, Yokoyama S. Mammalian GW182 contains multiple Argonaute-binding sites and functions in microRNA-mediated translational repression. RNA (NEW YORK, N.Y.) 2009; 15:1078-89. [PMID: 19398495 PMCID: PMC2685530 DOI: 10.1261/rna.1363109] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
In mammalian cells, microRNAs (miRNAs) are incorporated into miRNA-induced silencing complexes (miRISCs), which regulate protein expression post-transcriptionally through binding to 3'-untranslated regions of target mRNAs. Argonaute2 (Ago2), a key component of the miRISC, recruits GW182, a component of the processing body (GW/P-body), to the target mRNAs. To elucidate the function of GW182 in an miRNA-mediated translational repression, we analyzed Argonaute-binding sites in GW182. We found that human GW182 contains three binding sites for Ago2, within the amino-terminal glycine tryptophan (GW/WG)-repeated region that is characteristic of the GW182 family proteins. We also found that the first and second Ago2-binding site is conserved within the amino-terminal half of TNRC6B, which is a paralog of GW182. Each of the Ago-binding sites is alone sufficient to bind Ago2. Furthermore, we demonstrated that multiple Argonaute proteins were connected via the GW182 protein. A GW182 fragment containing the Ago2-binding region partially relieved let-7-mediated repression of protein synthesis in a mammalian cell-free system. Coincidentally, let-7-directed target mRNA deadenylation was delayed. Together, these results strongly suggested that the interactions of GW182 with Argonautes may induce the formation of large complexes containing miRNA target mRNAs, and may be critical for miRNA-mediated translational repression.
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Affiliation(s)
- Koji Takimoto
- Systems and Structural Biology Center, Yokohama Institute, RIKEN, 1-7-22 Suehiro-cho, Tsurumi, Yokohama 230-0045, Japan
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182
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Nicotinic acetylcholine receptor alpha7 subunits with a C2 cytoplasmic loop yellow fluorescent protein insertion form functional receptors. Acta Pharmacol Sin 2009; 30:828-41. [PMID: 19498423 DOI: 10.1038/aps.2009.78] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
AIM Several nicotinic acetylcholine receptor (nAChR) subunits have been engineered as fluorescent protein (FP) fusions and exploited to illuminate features of nAChRs. The aim of this work was to create a FP fusion in the nAChR alpha7 subunit without compromising formation of functional receptors. METHODS A gene construct was generated to introduce yellow fluorescent protein (YFP), in frame, into the otherwise unaltered, large, second cytoplasmic loop between the third and fourth transmembrane domains of the mouse nAChR alpha7 subunit (alpha7Y). SH-EP1 cells were transfected with mouse nAChR wild type alpha7 subunits (alpha7) or with alpha7Y subunits, alone or with the chaperone protein, hRIC-3. Receptor function was assessed using whole-cell current recording. Receptor expression was measured with (125)I-labeled alpha-bungarotoxin (I-Bgt) binding, laser scanning confocal microscopy, and total internal reflectance fluorescence (TIRF) microscopy. RESULTS Whole-cell currents revealed that alpha7Y nAChRs and alpha7 nAChRs were functional with comparable EC(50) values for the alpha7 nAChR-selective agonist, choline, and IC(50) values for the alpha7 nAChR-selective antagonist, methyllycaconitine. I-Bgt binding was detected only after co-expression with hRIC-3. Confocal microscopy revealed that alpha7Y had primarily intracellular rather than surface expression. TIRF microscopy confirmed that little alpha7Y localized to the plasma membrane, typical of alpha7 nAChRs. CONCLUSION nAChRs composed as homooligomers of alpha7Y subunits containing cytoplasmic loop YFP have functional, ligand binding, and trafficking characteristics similar to those of alpha7 nAChRs. alpha7Y nAChRs may be used to elucidate properties of alpha7 nAChRs and to identify and develop novel probes for these receptors, perhaps in high-throughput fashion.
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183
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Shibui T, Kobayashi T, Kanatani K, Koga H, Misawa S, Isomura T, Sasaki T. In vitro selection of scFv and its production: an application of mRNA display and wheat embryo cell-free and E. coli cell production system. Appl Microbiol Biotechnol 2009; 84:725-32. [PMID: 19421748 DOI: 10.1007/s00253-009-2010-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2009] [Revised: 04/08/2009] [Accepted: 04/12/2009] [Indexed: 01/02/2023]
Abstract
Synthetic DNA libraries encoding human antibody V(L) and V(H) fragments were designed, constructed, and enriched using mRNA display. The enriched libraries were then combined to construct a scFv library for mRNA display. Sequencing revealed that 46% of the library coded for full-length scFvs. Considering the number of molecules used in mRNA display, the size of the library displayed was calculated to be >10(10). To verify this, we tried to isolate a scFv against human RANK. A scFv was successfully isolated in the sixth round of panning and was synthesized in wheat embryo cell-free (WE) and Escherichia coli cell systems. In the WE system, even though the production level was high, the product was almost soluble. However, in the E. coli system, it was over-produced as inclusion bodies. The inclusion bodies were successfully refolded and showed approximately the same binding affinity as the WE product. These results demonstrate that using mRNA display with synthetic libraries and WE and E. coli cell production systems, a system for in vitro selection and small- to large-scale production of scFvs has been established.
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Affiliation(s)
- Tatsuro Shibui
- MOLECUENCE Corporation, Mitsubishi, Chemical Group Yokohama Research Center, 1000 Kamoshida-cho, Aoba-ku, Yokohama, Kanagawa, 227-8502, Japan.
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184
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Hansen MH, Blakskjaer P, Petersen LK, Hansen TH, Højfeldt JW, Gothelf KV, Hansen NJV. A yoctoliter-scale DNA reactor for small-molecule evolution. J Am Chem Soc 2009; 131:1322-7. [PMID: 19123795 DOI: 10.1021/ja808558a] [Citation(s) in RCA: 164] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The center of DNA three-way junctions, constituting a yoctoliter (10(-24) L) volume, is applied as an efficient reactor to create DNA-encoded libraries of chemical products. Amino acids and short peptides are linked to oligonucleotides via cleavable and noncleavable linkers. The oligonucleotide sequences contain two universal assembling domains at the center and a distal codon sequence specific for the attached building block. Stepwise self-assembly and chemical reactions of these conjugates in a combinatorial fashion create a library of pentapeptides in DNA three-way junctions in a single reaction vessel. We demonstrate the formation of an evenly distributed library of 100 peptides. Each library member contains a short synthetic peptide attached to a unique genetic code creating the necessary "genotype-phenotype" linkage essential to the process of in vitro molecular evolution. Selective enrichment of the [Leu]-enkephalin peptide from an original frequency of 1 in 10 million in a model library to a final frequency of 1.7% in only two rounds of affinity selection is described and demonstrates successful molecular evolution for a non-natural system.
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185
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Kosugi S, Hasebe M, Matsumura N, Takashima H, Miyamoto-Sato E, Tomita M, Yanagawa H. Six classes of nuclear localization signals specific to different binding grooves of importin alpha. J Biol Chem 2009; 284:478-485. [PMID: 19001369 DOI: 10.1074/jbc.m807017200] [Citation(s) in RCA: 416] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The importin alpha/beta pathway mediates nuclear import of proteins containing the classical nuclear localization signals (NLSs). Although the consensus sequences of the classical NLSs have been defined, there are still many NLSs that do not match the consensus rule and many nonfunctional sequences that match the consensus. We report here six different NLS classes that specifically bind to distinct binding pockets of importin alpha. By screening of random peptide libraries using an mRNA display, we selected peptides bound by importin alpha and identified six classes of NLSs, including three novel classes. Two noncanonical classes (class 3 and class 4) specifically bound the minor binding pocket of importin alpha, whereas the classical monopartite NLSs (class 1 and class 2) bound to the major binding pocket. Using a newly developed universal green fluorescent protein expression system, we found that these NLS classes, including plant-specific class 5 NLSs and bipartite NLSs, fundamentally require the regions outside the core basic residues for their activity and have specific residues or patterns that confer the activities differently between yeast, plants, and mammals. Furthermore, amino acid replacement analyses revealed that the consensus basic patterns of the classical NLSs are not essential for activity, thereby generating more unconventional patterns, including redox-sensitive NLSs. These results explain the causes of the NLS diversity. The defined consensus patterns and properties of importin alpha-dependent NLSs provide useful information for identifying NLSs.
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Affiliation(s)
- Shunichi Kosugi
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan; Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan
| | - Masako Hasebe
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan
| | - Nobutaka Matsumura
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan
| | - Hideaki Takashima
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan
| | - Etsuko Miyamoto-Sato
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan
| | - Masaru Tomita
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan
| | - Hiroshi Yanagawa
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan; Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0017, Japan and the Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan.
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186
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Wada A, Sawata SY, Ito Y. Ribosome display selection of a metal-binding motif from an artificial peptide library. Biotechnol Bioeng 2008; 101:1102-7. [DOI: 10.1002/bit.21975] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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187
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Construction and characterization of a 9-mer phage display pVIII-library with regulated peptide density. Appl Microbiol Biotechnol 2008; 80:925-36. [DOI: 10.1007/s00253-008-1630-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2008] [Revised: 07/23/2008] [Accepted: 07/23/2008] [Indexed: 10/21/2022]
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188
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Chen HM, Lin CW. Hydrogel-Coated Streptavidin Piezoelectric Biosensors and Applications to Selective Detection of Strep-Tag Displaying Cells. Biotechnol Prog 2008; 23:741-8. [PMID: 17469846 DOI: 10.1021/bp060328h] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Two different hydrogel-coated streptavidin (SAv) piezoelectric chips were investigated. One was directly prepared by immobilizing SAv molecules covalently onto a dextran-modified crystal, and the other one was indirectly prepared by physically adsorbing SAv onto a biotin-linked dextran surface. The covalent preparation yielded 80% more SAv-binding and better subsequent adsorption of biotinylated bovine serum albumin (bBSA). Both chips displayed the best binding affinity with bBSA at pH 5.0 in a flow injection analysis and exhibited reproductive real-time response during layer-by-layer assembly of a bBSA and SAv multilayer film. In the multilayer assembly, approximately 3-7 SAv molecules were captured by each immobilized bBSA, and the estimated apparent KD values of the binding of flowing bBSA with surface SAv were 0.24 and 0.11 microM in the first two cycles of the covalently prepared chip, respectively. Two Escherichia coli cells, each flagellum-displaying Strep-tag I and Strep-tag II, respectively, were selectively detected by both kinds of SAv chips. These studies suggest the potential application of both chips in real-time screening SAv affinity ligands from a cell-display random peptide library.
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Affiliation(s)
- Hsiu-Mei Chen
- Department of Chemical Engineering, National Taiwan University of Science and Technology, Taipei 10607, Taiwan
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189
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Affiliation(s)
- Christian Jäckel
- Laboratory of Organic Chemistry, ETH Zurich, CH-8093 Zurich, Switzerland; ,
| | - Peter Kast
- Laboratory of Organic Chemistry, ETH Zurich, CH-8093 Zurich, Switzerland; ,
| | - Donald Hilvert
- Laboratory of Organic Chemistry, ETH Zurich, CH-8093 Zurich, Switzerland; ,
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190
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Rice JJ, Daugherty PS. Directed evolution of a biterminal bacterial display scaffold enhances the display of diverse peptides. Protein Eng Des Sel 2008; 21:435-42. [PMID: 18480093 PMCID: PMC2427320 DOI: 10.1093/protein/gzn020] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Bacterial cell-surface display systems coupled with quantitative screening methods offer the potential to expand protein engineering capabilities. To more fully exploit this potential, a unique bacterial surface display scaffold was engineered to display peptides more efficiently from the surface exposed C- and N-termini of a circularly permuted outer membrane protein. Using directed evolution, efficient membrane localization of a circularly permuted OmpX (CPX) display scaffold was rescued, thereby improving the presentation of diverse passenger peptides on the cell surface. Random and targeted mutagenesis directed towards linkers joining the native N- and C-termini of OmpX coupled with screening by FACS yielded an enhanced CPX (eCPX) variant which localized to the outer membrane as efficiently as the non-permuted parent. Interestingly, enhancing substitutions coincided with a C-terminal motif conserved in outer membrane proteins. Surface localization of various passenger peptides and mini-proteins was expedited using eCPX relative to that achieved with the parent scaffold. The new variant also permitted simultaneous display and labeling of distinct peptides on structurally adjacent C- and N-termini, thus enabling display level normalization during library screening and the display of bidentate or dimeric peptides. Consequently, the evolved scaffold, eCPX, expands the range of applications for bacterial display. Finally, this approach provides a route to improve the performance of cell-surface display vectors for protein engineering and design.
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Affiliation(s)
- Jeffrey J Rice
- Department of Chemical Engineering, Institute of Collaborative Biotechnologies, University of California, Santa Barbara, CA 93106, USA
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191
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Muñoz E, Deem MW. Amino acid alphabet size in protein evolution experiments: better to search a small library thoroughly or a large library sparsely? Protein Eng Des Sel 2008; 21:311-7. [PMID: 18375453 PMCID: PMC4478448 DOI: 10.1093/protein/gzn007] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We compare the results obtained from searching a smaller library thoroughly versus searching a more diverse, larger library sparsely. We study protein evolution with reduced amino acid alphabets, by simulating directed evolution experiments at three different alphabet sizes: 20, 5 and 2. We employ a physical model for evolution, the generalized NK model, that has proved successful in modeling protein evolution, antibody evolution and T-cell selection. We find that antibodies with higher affinity are found by searching a library with a larger alphabet sparsely than by searching a smaller library thoroughly, even with well-designed reduced libraries. We also find ranked amino acid usage frequencies in agreement with observations of the CDR-H3 variable region of human antibodies.
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Affiliation(s)
- Enrique Muñoz
- Departments of Bioengineering and of Physics & Astronomy, Rice University, Houston, TX 77005–1892
| | - Michael W. Deem
- Departments of Bioengineering and of Physics & Astronomy, Rice University, Houston, TX 77005–1892
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192
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Kida Y, Morimoto F, Sakaguchi M. Two translocating hydrophilic segments of a nascent chain span the ER membrane during multispanning protein topogenesis. ACTA ACUST UNITED AC 2008; 179:1441-52. [PMID: 18166653 PMCID: PMC2373506 DOI: 10.1083/jcb.200707050] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
During protein integration into the endoplasmic reticulum, the N-terminal domain preceding the type I signal-anchor sequence is translocated through a translocon. By fusing a streptavidin-binding peptide tag to the N terminus, we created integration intermediates of multispanning membrane proteins. In a cell-free system, N-terminal domain (N-domain) translocation was arrested by streptavidin and resumed by biotin. Even when N-domain translocation was arrested, the second hydrophobic segment mediated translocation of the downstream hydrophilic segment. In one of the defined intermediates, two hydrophilic segments and two hydrophobic segments formed a transmembrane disposition in a productive state. Both of the translocating hydrophilic segments were crosslinked with a translocon subunit, Sec61α. We conclude that two translocating hydrophilic segment in a single membrane protein can span the membrane during multispanning topogenesis flanking the translocon. Furthermore, even after six successive hydrophobic segments entered the translocon, N-domain translocation could be induced to restart from an arrested state. These observations indicate the remarkably flexible nature of the translocon.
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Affiliation(s)
- Yuichiro Kida
- Graduate School of Life Science, University of Hyogo, Hyogo 678-1297, Japan
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193
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Austin RJ, Ja WW, Roberts RW. Evolution of class-specific peptides targeting a hot spot of the Galphas subunit. J Mol Biol 2008; 377:1406-18. [PMID: 18329041 DOI: 10.1016/j.jmb.2008.01.032] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2007] [Revised: 12/20/2007] [Accepted: 01/14/2008] [Indexed: 11/16/2022]
Abstract
The four classes of heterotrimeric G-protein alpha subunits act as molecular routers inside cells, gating signals based on a bound guanosine nucleotide (guanosine 5'-triphosphate versus guanosine 5'-diphosphate). Ligands that specifically target individual subunits provide new tools for monitoring and modulating these networks, but are challenging to design due to the high sequence homology and structural plasticity of the Galpha-binding surface. Here we have created an mRNA display library of peptides based on the short Galpha-modulating peptide R6A-1 and selected variants that target a convergent protein-binding surface of Galphas.guanosine 5'-diphosphate. After selection/evolution, the most Galphas-specific peptide, Galphas(s)-binding peptide (GSP), was used to design a second-generation library, resulting in several new affinity- and selectivity-matured peptides denoted as mGSPs. The two-step evolutionary walk from R6A-1 to mGSP-1 resulted in an 8000-fold inversion in binding specificity, altered seven out of nine residues in the starting peptide core, and incorporated both positive and negative design steps. The resulting mGSP-1 peptide shows remarkable selectivity and affinity, exhibiting little or no binding to nine homologous Galpha subunits or human H-Ras, and even discriminates the Galphas splice variant Galphas(l). Selected peptides make specific contacts with the effector-binding region of Galpha, which may explain an interesting bifunctional activity observed in GSP. Overall, our work demonstrates a design of simple, linear, highly specific peptides that target a protein-binding surface of Galphas and argues that mRNA display-based selection/evolution is a powerful route for targeting protein families with high class specificity and state specificity.
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Affiliation(s)
- Ryan J Austin
- Department of Chemistry, University of Southern California, Los Angeles, CA 90089, USA
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Reiersen H, Berntsen G, Stassar M, Cochlovius B. Screening human antibody libraries against carcinoma cells by affinity purification and polymerase chain reaction. J Immunol Methods 2008; 330:44-56. [DOI: 10.1016/j.jim.2007.10.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2007] [Revised: 09/26/2007] [Accepted: 10/25/2007] [Indexed: 11/16/2022]
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195
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196
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Baumann MJ, Stadler BM, Vogel M. Potential applications of designed ankyrin repeat proteins in diagnostics and therapeutics. ACTA ACUST UNITED AC 2007; 1:409-21. [DOI: 10.1517/17530059.1.3.409] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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197
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Wrenn SJ, Weisinger RM, Halpin DR, Harbury PB. Synthetic ligands discovered by in vitro selection. J Am Chem Soc 2007; 129:13137-43. [PMID: 17918937 DOI: 10.1021/ja073993a] [Citation(s) in RCA: 134] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The recognition and catalytic properties of biopolymers derive from an elegant evolutionary mechanism, whereby the genetic material encoding molecules with superior functional attributes survives a selective pressure and is propagated to subsequent generations. This process is routinely mimicked in vitro to generate nucleic-acid or peptide ligands and catalysts. Recent advances in DNA-programmed organic synthesis have raised the possibility that evolutionary strategies could also be used for small-molecule discovery, but the idea remains unproven. Here, using DNA-programmed combinatorial chemistry, a collection of 100 million distinct compounds is synthesized and subjected to selection for binding to the N-terminal SH3 domain of the proto-oncogene Crk. Over six generations, the molecular population converges to a small number of novel SH3 domain ligands. Remarkably, the hits bind with affinities similar to those of peptide SH3 ligands isolated from phage libraries of comparable complexity. The evolutionary approach has the potential to drastically simplify and accelerate small-molecule discovery.
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Affiliation(s)
- S Jarrett Wrenn
- Department of Biochemistry, Stanford University, Stanford, California 94305, USA
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198
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Ahn YH, Chang YT. Tagged small molecule library approach for facilitated chemical genetics. Acc Chem Res 2007; 40:1025-33. [PMID: 17547366 DOI: 10.1021/ar700030k] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Chemical genetics is a powerful method which utilizes small molecule regulators to reveal the molecular basis of diverse biological processes. However, the current chemical genetic approach sometimes meets a serious bottleneck during the process of target identification. One faces difficulty in conjugating the active compound to an affinity matrix without losing or reducing its activity that leads to laborious structure-activity relationship (SAR) studies. To facilitate this process, we have developed a tagged triazine library containing a built-in linker that provides a straightforward transition from phenotypic screening to target identification. A strategy for constructing a tagged library and applications with a streamlined target identification and subsequent mechanistic study are discussed in this Account.
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Affiliation(s)
- Young-Hoon Ahn
- Department of Chemistry, New York University, New York, New York 10003, USA
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199
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Seelig B, Szostak JW. Selection and evolution of enzymes from a partially randomized non-catalytic scaffold. Nature 2007; 448:828-31. [PMID: 17700701 PMCID: PMC4476047 DOI: 10.1038/nature06032] [Citation(s) in RCA: 161] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2007] [Accepted: 06/19/2007] [Indexed: 11/10/2022]
Abstract
Enzymes are exceptional catalysts that facilitate a wide variety of reactions under mild conditions, achieving high rate-enhancements with excellent chemo-, regio- and stereoselectivities. There is considerable interest in developing new enzymes for the synthesis of chemicals and pharmaceuticals and as tools for molecular biology. Methods have been developed for modifying and improving existing enzymes through screening, selection and directed evolution. However, the design and evolution of truly novel enzymes has relied on extensive knowledge of the mechanism of the reaction. Here we show that genuinely new enzymatic activities can be created de novo without the need for prior mechanistic information by selection from a naive protein library of very high diversity, with product formation as the sole selection criterion. We used messenger RNA display, in which proteins are covalently linked to their encoding mRNA, to select for functional proteins from an in vitro translated protein library of >10(12 )independent sequences without the constraints imposed by any in vivo step. This technique has been used to evolve new peptides and proteins that can bind a specific ligand, from both random-sequence libraries and libraries based on a known protein fold. We now describe the isolation of novel RNA ligases from a library that is based on a zinc finger scaffold, followed by in vitro directed evolution to further optimize these enzymes. The resulting ligases exhibit multiple turnover with rate enhancements of more than two-million-fold.
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Affiliation(s)
- Burckhard Seelig
- Howard Hughes Medical Institute, Department of Molecular Biology, and Center for Computational and Integrative Biology (CCIB), 7215 Simches Research Center, Massachusetts General Hospital, 185 Cambridge Street, Boston, Massachusetts 02114, USA
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200
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Dahan S, Chevet E, Liu JF, Dominguez M. Antibody-based Proteomics: From bench to bedside. Proteomics Clin Appl 2007; 1:922-33. [PMID: 21136747 DOI: 10.1002/prca.200700153] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2007] [Indexed: 01/09/2023]
Abstract
Over the past 75 years, antibodies have gone from being recognized as disease biomarkers to being used as very powerful therapeutic tools. This evolution has been accelerated by the identification of mAb and the extensive use of immunological tools both at fundamental and clinical levels. In this review, we evaluate how antibodies can be used to assess the proteome of cells or tissues and their relevance for clinical applications. These antibody-based proteomics approaches also require analytical and technological pipelines as well as specific enabling tools which are described. Our first objective was to establish how large-scale datasets (provided by high-throughput studies such as proteomics and transcriptomics) can be integrated with literature searches and clinical data to identify potentially relevant markers against which antibodies should be raised. Then based on an extensive literature review and our experience, we compare the methodologies developed to produce specific antibodies either in vivo or in vitro. This is followed by the description of the validation tools currently available and it also includes the use of antibody-based approaches in the establishment of molecular signatures utilized at the bench and soon available for bedside use.
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