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Paul AR, Falsaperna M, Lavender H, Garrett MD, Serpell CJ. Selection of optimised ligands by fluorescence-activated bead sorting. Chem Sci 2023; 14:9517-9525. [PMID: 37712023 PMCID: PMC10498682 DOI: 10.1039/d3sc03581f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 08/11/2023] [Indexed: 09/16/2023] Open
Abstract
The chemistry of aptamers is largely limited to natural nucleotides, and although modifications of nucleic acids can enhance target aptamer affinity, there has not yet been a technology for selecting the right modifications in the right locations out of the vast number of possibilities, because enzymatic amplification does not transmit sequence-specific modification information. Here we show the first method for the selection of specific nucleoside modifications that increase aptamer binding efficacy, using the oncoprotein EGFR as a model target. Using fluorescence-activated bead sorting (FABS), we have successfully selected optimized aptamers from a library of >65 000 variations. Hits were identified by tandem mass spectrometry and validated by using an EGFR binding assay and computational docking studies. Our results provide proof of concept for this novel strategy for the selection of chemically optimised aptamers and offer a new method for rapidly synthesising and screening large aptamer libraries to accelerate diagnostic and drug discovery.
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Affiliation(s)
- Alexandra R Paul
- School of Chemistry and Forensic Sciences, Division of Natural Sciences, University of Kent Canterbury CT2 7NH UK
| | - Mario Falsaperna
- School of Chemistry and Forensic Sciences, Division of Natural Sciences, University of Kent Canterbury CT2 7NH UK
| | - Helen Lavender
- Avvinity Therapeutics 66 Prescot Street London E1 8NN UK
| | - Michelle D Garrett
- School of Biosciences, Division of Natural Sciences, University of Kent Canterbury CT2 7NJ UK
| | - Christopher J Serpell
- School of Chemistry and Forensic Sciences, Division of Natural Sciences, University of Kent Canterbury CT2 7NH UK
- School of Pharmacy, University College London London WC1N 1AX UK
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2
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Mata JM, van der Nol E, Pomplun SJ. Advances in Ultrahigh Throughput Hit Discovery with Tandem Mass Spectrometry Encoded Libraries. J Am Chem Soc 2023; 145:19129-19139. [PMID: 37556835 PMCID: PMC10472510 DOI: 10.1021/jacs.3c04899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Indexed: 08/11/2023]
Abstract
Discovering new bioactive molecules is crucial for drug development. Finding a hit compound for a new drug target usually requires screening of millions of molecules. Affinity selection based technologies have revolutionized early hit discovery by enabling the rapid screening of libraries with millions or billions of compounds in short timeframes. In this Perspective, we describe recent technology breakthroughs that enable the screening of ultralarge synthetic peptidomimetic libraries with a barcode-free tandem mass spectrometry decoding strategy. A combination of combinatorial synthesis, affinity selection, automated de novo peptide sequencing algorithms, and advances in mass spectrometry instrumentation now enables hit discovery from synthetic libraries with over 100 million members. We provide a perspective on this powerful technology and showcase success stories featuring the discovery of high affinity binders for a number of drug targets including proteins, nucleic acids, and specific cell types. Further, we show the usage of the technology to discover synthetic peptidomimetics with specific functions and reactivity. We predict that affinity selection coupled with tandem mass spectrometry and automated de novo decoding will rapidly evolve further and become a broadly used drug discovery technology.
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3
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Furka Á. Combinatorial technology revitalized by DNA-encoding. MedComm (Beijing) 2021; 2:481-489. [PMID: 34766157 PMCID: PMC8554669 DOI: 10.1002/mco2.84] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 07/26/2021] [Accepted: 07/28/2021] [Indexed: 01/12/2023] Open
Abstract
Combinatorial chemistry invented nearly 40 years ago was welcomed with enthusiasm in the drug research community. The method offered access to a practically unlimited number of new compounds. The new compounds however are mixtures, and methods had to be developed for the identification of the bioactive components. This was one of the reasons why the method could not providethe expected cornucopia of new drugs. Among the different screening methods, two approaches seem to offer the best results. One of them is based on the intrinsic property of the combinatorial split and pool solid-phase synthesis: One compound forms on each bead of the solid support. Different methods have been developed to encode the beads and identify the structure of compounds formed on them. The most important method applies DNA oligomers for encoding. As a second approach in screening, DNA-encoded combinatorial libraries are synthesized omitting the solid support and the mixtures are screened in solution using affinity binding methods. Libraries containing billions and even trillions of components are synthesized and successfully tested, which led to the identification of a significant number of new leads.
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Affiliation(s)
- Árpád Furka
- Department of Organic ChemistryEötvös Loránd UniversityBudapestHungary
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4
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Pei D, Appiah Kubi G. Developments with bead-based screening for novel drug discovery. Expert Opin Drug Discov 2019; 14:1097-1102. [PMID: 31335229 DOI: 10.1080/17460441.2019.1647164] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Introduction: Combinatorial chemistry provides a cost-effective method for rapid discovery of drug hits/leads. The one-bead-one-compound (OBOC) library method is in principle ideally suited for this application, because it permits a large number of structurally diverse compounds to be rapidly synthesized and simultaneously screened for binding to a target of interest. However, application of OBOC libraries in drug discovery has encountered significant technical challenges. Areas covered: This Special Report covers the challenges associated with first-generation OBOC libraries (difficulty in structural identification of non-peptidic hits, screening biases and high false positive rates, and poor scalability). It also covers the many strategies developed over the past two decades to overcome these challenges. Expert opinion: With most of the technical challenges now overcome and the advent of powerful intracellular delivery technologies, OBOC libraries of metabolically stable and conformationally rigidified molecules (macrocyclic peptides and peptidomimetics, rigidified acyclic oligomers, and D-peptides) can be routinely synthesized and screened to discover initial hits against previously undruggable targets such as intracellular protein-protein interactions. On the other hand, further developments are still needed to expand the utility of the OBOC method to non-peptidic chemical scaffolds.
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Affiliation(s)
- Dehua Pei
- Department of Chemistry and Biochemistry, The Ohio State University , Columbus , OH , USA
| | - George Appiah Kubi
- Department of Chemistry and Biochemistry, The Ohio State University , Columbus , OH , USA
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5
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Abstract
Chemical methods have enabled the total synthesis of protein molecules of ever-increasing size and complexity. However, methods to engineer synthetic proteins comprising noncanonical amino acids have not kept pace, even though this capability would be a distinct advantage of the total synthesis approach to protein science. In this work, we report a platform for protein engineering based on the screening of synthetic one-bead one-compound protein libraries. Screening throughput approaching that of cell surface display was achieved by a combination of magnetic bead enrichment, flow cytometry analysis of on-bead screens, and high-throughput MS/MS-based sequencing of identified active compounds. Direct screening of a synthetic protein library by these methods resulted in the de novo discovery of mirror-image miniprotein-based binders to a ∼150-kDa protein target, a task that would be difficult or impossible by other means.
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6
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Noguchi T, Ishiba H, Honda K, Kondoh Y, Osada H, Ohno H, Fujii N, Oishi S. Synthesis of Grb2 SH2 Domain Proteins for Mirror-Image Screening Systems. Bioconjug Chem 2017; 28:609-619. [DOI: 10.1021/acs.bioconjchem.6b00692] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Taro Noguchi
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
| | - Hiroyuki Ishiba
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
| | - Kaori Honda
- Chemical
Biology Research Group, RIKEN Center for Sustainable Resource Science, Wako, Saitama 351-0198, Japan
| | - Yasumitsu Kondoh
- Chemical
Biology Research Group, RIKEN Center for Sustainable Resource Science, Wako, Saitama 351-0198, Japan
| | - Hiroyuki Osada
- Chemical
Biology Research Group, RIKEN Center for Sustainable Resource Science, Wako, Saitama 351-0198, Japan
| | - Hiroaki Ohno
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
| | - Nobutaka Fujii
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
| | - Shinya Oishi
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
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7
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Heusermann W, Ludin B, Pham NT, Auer M, Weidemann T, Hintersteiner M. A Wide-Field Fluorescence Microscope Extension for Ultrafast Screening of One-Bead One-Compound Libraries Using a Spectral Image Subtraction Approach. ACS COMBINATORIAL SCIENCE 2016; 18:209-19. [PMID: 27057765 DOI: 10.1021/acscombsci.5b00175] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The increasing involvement of academic institutions and biotech companies in drug discovery calls for cost-effective methods to identify new bioactive molecules. Affinity-based on-bead screening of combinatorial one-bead one-compound libraries combines a split-mix synthesis design with a simple protein binding assay operating directly at the bead matrix. However, one bottleneck for academic scale on-bead screening is the unavailability of a cheap, automated, and robust screening platform that still provides a quantitative signal related to the amount of target protein binding to individual beads for hit bead ranking. Wide-field fluorescence microscopy has long been considered unsuitable due to significant broad spectrum autofluorescence of the library beads in conjunction with low detection sensitivity. Herein, we demonstrate how such a standard microscope equipped with LED-based excitation and a modern CMOS camera can be successfully used for selecting hit beads. We show that the autofluorescence issue can be overcome by an optical image subtraction approach that yields excellent signal-to-noise ratios for the detection of bead-associated target proteins. A polymer capillary attached to a semiautomated bead-picking device allows the operator to efficiently isolate individual hit beads in less than 20 s. The system can be used for ultrafast screening of >200,000 bead-bound compounds in 1.5 h, thereby making high-throughput screening accessible to a wider group within the scientific community.
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Affiliation(s)
- Wolf Heusermann
- IMCF
Biozentrum, Universität Basel, Klingelbergstrasse 50/70, 4056 Basel, Switzerland
| | - Beat Ludin
- Life Imaging Services, Efringerstrasse
79, 4057 Basel, Switzerland
| | - Nhan T Pham
- School
of Biological Sciences and School of Biomedical Sciences, University of Edinburgh, CH Waddington Building, Max Born Crescent, The King's
Buildings, Edinburgh, EH9
3BF, United Kingdom
| | - Manfred Auer
- School
of Biological Sciences and School of Biomedical Sciences, University of Edinburgh, CH Waddington Building, Max Born Crescent, The King's
Buildings, Edinburgh, EH9
3BF, United Kingdom
| | - Thomas Weidemann
- Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
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8
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SRC Homology 2 Domain Binding Sites in Insulin, IGF-1 and FGF receptor mediated signaling networks reveal an extensive potential interactome. Cell Commun Signal 2012; 10:27. [PMID: 22974441 PMCID: PMC3514216 DOI: 10.1186/1478-811x-10-27] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2012] [Accepted: 08/01/2012] [Indexed: 12/31/2022] Open
Abstract
Specific peptide ligand recognition by modular interaction domains is essential for the fidelity of information flow through the signal transduction networks that control cell behavior in response to extrinsic and intrinsic stimuli. Src homology 2 (SH2) domains recognize distinct phosphotyrosine peptide motifs, but the specific sites that are phosphorylated and the complement of available SH2 domains varies considerably in individual cell types. Such differences are the basis for a wide range of available protein interaction microstates from which signaling can evolve in highly divergent ways. This underlying complexity suggests the need to broadly map the signaling potential of systems as a prerequisite for understanding signaling in specific cell types as well as various pathologies that involve signal transduction such as cancer, developmental defects and metabolic disorders. This report describes interactions between SH2 domains and potential binding partners that comprise initial signaling downstream of activated fibroblast growth factor (FGF), insulin (Ins), and insulin-like growth factor-1 (IGF-1) receptors. A panel of 50 SH2 domains screened against a set of 192 phosphotyrosine peptides defines an extensive potential interactome while demonstrating the selectivity of individual SH2 domains. The interactions described confirm virtually all previously reported associations while describing a large set of potential novel interactions that imply additional complexity in the signaling networks initiated from activated receptors. This study of pTyr ligand binding by SH2 domains provides valuable insight into the selectivity that underpins complex signaling networks that are assembled using modular protein interaction domains.
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9
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Hintersteiner M, Buehler C, Auer M. On-Bead Screens Sample Narrower Affinity Ranges of Protein-Ligand Interactions Compared to Equivalent Solution Assays. Chemphyschem 2012; 13:3472-80. [DOI: 10.1002/cphc.201200117] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Revised: 06/27/2012] [Indexed: 11/06/2022]
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10
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Jadwin JA, Ogiue-Ikeda M, Machida K. The application of modular protein domains in proteomics. FEBS Lett 2012; 586:2586-96. [PMID: 22710164 DOI: 10.1016/j.febslet.2012.04.019] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2012] [Revised: 04/13/2012] [Accepted: 04/13/2012] [Indexed: 11/19/2022]
Abstract
The ability of modular protein domains to independently fold and bind short peptide ligands both in vivo and in vitro has allowed a significant number of protein-protein interaction studies to take advantage of them as affinity and detection reagents. Here, we refer to modular domain based proteomics as "domainomics" to draw attention to the potential of using domains and their motifs as tools in proteomics. In this review we describe core concepts of domainomics, established and emerging technologies, and recent studies by functional category. Accumulation of domain-motif binding data should ultimately provide the foundation for domain-specific interactomes, which will likely reveal the underlying substructure of protein networks as well as the selectivity and plasticity of signal transduction.
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Affiliation(s)
- Joshua A Jadwin
- Department of Genetics and Developmental Biology, Raymond and Beverly Sackler Laboratory of Genetics and Molecular Medicine, University of Connecticut Health Center, 400 Farmington Avenue, Farmington, CT 06030, USA
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11
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Saka K, Kawahara M, Ueda H, Nagamune T. Activation of target signal transducers utilizing chimeric receptors with signaling-molecule binding motifs. Biotechnol Bioeng 2012; 109:1528-37. [DOI: 10.1002/bit.24421] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2011] [Revised: 12/15/2011] [Accepted: 12/19/2011] [Indexed: 12/22/2022]
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12
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Lemeer S, Bluwstein A, Wu Z, Leberfinger J, Müller K, Kramer K, Kuster B. Phosphotyrosine mediated protein interactions of the discoidin domain receptor 1. J Proteomics 2011; 75:3465-77. [PMID: 22057045 DOI: 10.1016/j.jprot.2011.10.007] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2011] [Revised: 09/30/2011] [Accepted: 10/06/2011] [Indexed: 11/24/2022]
Abstract
The receptor tyrosine kinase DDR1 has been implicated in multiple human cancers and fibrosis and is targeted by the leukemia drug Gleevec. This suggests that DDR1 might be a new therapeutic target. However, further insight into the DDR1 signaling pathway is required in order to support its further development. Here, we investigated DDR1 proximal signaling by the analysis of protein-protein interactions using proteomic approaches. All known interactors of DDR1 were identified and localized to specific phosphotyrosine residues on the receptor. In addition, we identified numerous signaling proteins as new putative phosphotyrosine mediated interactors including RasGAP, SHIP1, SHIP2, STATs, PI3K and the SRC family kinases. Most of the new proteins contain SH2 and PTB domains and for all interactors we could directly point the site of interaction to specific phosphotyrosine residues on the receptor. The identified proteins have roles in the early steps of the signaling cascade, propagating the signal from the DDR1 receptor into the cell. The map of phosphotyrosine mediated interactors of DDR1 created in this study will serve as a starting point for functional investigations which will enhance our knowledge on the role of the DDR1 receptor in health and disease. This article is part of a Special Section entitled: Understanding genome regulation and genetic diversity by mass spectrometry.
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Affiliation(s)
- Simone Lemeer
- Chair of Proteomics and Bioanalytics, Technische Universität München, Emil Erlenmeyer Forum 5, 85354 Freising, Germany
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13
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SCIMP, a transmembrane adaptor protein involved in major histocompatibility complex class II signaling. Mol Cell Biol 2011; 31:4550-62. [PMID: 21930792 DOI: 10.1128/mcb.05817-11] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Formation of the immunological synapse between an antigen-presenting cell (APC) and a T cell leads to signal generation in both cells involved. In T cells, the lipid raft-associated transmembrane adaptor protein LAT plays a central role. Its phosphorylation is a crucial step in signal propagation, including the calcium response and mitogen-activated protein kinase activation, and largely depends on its association with the SLP76 adaptor protein. Here we report the discovery of a new palmitoylated transmembrane adaptor protein, termed SCIMP. SCIMP is expressed in B cells and other professional APCs and is localized in the immunological synapse due to its association with tetraspanin-enriched microdomains. In B cells, it is constitutively associated with Lyn kinase and becomes tyrosine phosphorylated after major histocompatibility complex type II (MHC-II) stimulation. When phosphorylated, SCIMP binds to the SLP65 adaptor protein and also to the inhibitory kinase Csk. While the association with SLP65 initiates the downstream signaling cascades, Csk binding functions as a negative regulatory loop. The results suggest that SCIMP is involved in signal transduction after MHC-II stimulation and therefore serves as a regulator of antigen presentation and other APC functions.
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14
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Liu T, Qian Z, Xiao Q, Pei D. High-throughput screening of one-bead-one-compound libraries: identification of cyclic peptidyl inhibitors against calcineurin/NFAT interaction. ACS COMBINATORIAL SCIENCE 2011; 13:537-46. [PMID: 21848276 DOI: 10.1021/co200101w] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
One-bead-one-compound (OBOC) libraries provide a powerful tool for drug discovery as well as biomedical research. However, screening a large number of beads/compounds (>1 million) and rank ordering the initial hits (which are covalently attached to a solid support) according to their potencies still post significant technical challenges. In this work, we have integrated some of the latest technical advances from our own as well as other laboratories to develop a general methodology for rapidly screening large OBOC libraries. The methodology has been applied to synthesize and screen a cyclic peptide library that features: (1) spatially segregated beads containing cyclic peptides on the surface layer and linear encoding peptides in their interior; (2) rapid on-bead screening of the library (>1 million) by a multistage procedure (magnetic bead sorting, enzyme-linked assay, and fluorescence based screening); (3) selective release of cyclic peptides from single positive beads for solution-phase determination of their binding affinities; and (4) hit identification by partial Edman degradation/mass spectrometry (PED/MS). Screening of the library against protein phosphatase calcineurin (Cn) identified a series of cyclic peptides that bind to the substrate-docking site for nuclear factor of activated T cells (NFAT) with K(D) values of ∼1 μM. Further improvement of the affinity and specificity of these compounds may lead to a new class of immunosuppressive agents that are more selective and therefore less toxic than cyclosporine A and FK506.
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Affiliation(s)
- Tao Liu
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, United States
| | - Ziqing Qian
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, United States
| | - Qing Xiao
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, United States
| | - Dehua Pei
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, United States
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15
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Chen X, Tan PH, Zhang Y, Pei D. On-bead screening of combinatorial libraries: reduction of nonspecific binding by decreasing surface ligand density. ACTA ACUST UNITED AC 2010; 11:604-11. [PMID: 19397369 DOI: 10.1021/cc9000168] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
On-bead screening of one-bead-one-compound (OBOC) libraries provides a powerful method for the rapid identification of active compounds against molecular or cellular targets. However, on-bead screening is susceptible to interference from nonspecific binding, which results in biased screening data and false positives. In this work, we have found that a major source of nonspecific binding is derived from the high ligand loading on the library beads, which permits a macromolecular target (e.g., a protein) to simultaneously interact with multiple ligands on the bead surface. To circumvent this problem, we have synthesized a phosphotyrosyl (pY)-containing peptide library on spatially segregated TentaGel microbeads, which feature a 10-fold reduced peptide loading on the bead surface but a normal peptide loading in the bead interior. The library was screened against a panel of 10 Src homology 2 (SH2) domains including those of Csk and Fyn kinases and adaptor protein SLAP, and the specific recognition motif(s) was successfully identified for each of the domains. In contrast, when the SH2 domains were screened against a control library that contained unaltered (high) ligand loading at the bead surface, six of them exhibited varying degrees of sequence biases, ranging from minor perturbation in the relative abundance of different sequences to the exclusive selection of false positive sequences that have no measurable affinity to the target protein. These results indicate that reduction of the ligand loading on the bead surface represents a simple, effective strategy to largely eliminate the interference from nonspecific binding, while preserving sufficient amounts of materials in the bead interior for compound identification. This finding should further expand the utility of OBOC libraries in biomedical research.
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Affiliation(s)
- Xianwen Chen
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, OH 43210, USA
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16
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Single bead labeling method for combining confocal fluorescence on-bead screening and solution validation of tagged one-bead one-compound libraries. ACTA ACUST UNITED AC 2009; 16:724-35. [PMID: 19635409 DOI: 10.1016/j.chembiol.2009.06.011] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2009] [Revised: 06/05/2009] [Accepted: 06/11/2009] [Indexed: 11/21/2022]
Abstract
Screening of one-bead one-compound libraries by incubating beads with fluorescently labeled target protein requires isolation and structure elucidation of a large number of primary hit beads. However, the potency of the identified ligands is only revealed after time consuming and expensive larger scale resynthesis and testing in solution. Often, many of the resynthesized compounds turn out to be weak target binders in solution due to large differences between surface and solution binding affinities. For an industry style high-throughput screening (HTS) process a high false positive rate is detrimental. We have therefore combined single bead and single molecule/single cell techniques into an integrated HTS process in which the picomole amount of substance contained on one isolated hit bead is sufficient for quality control, structure determination, and precise affinity determination to the target protein in solution.
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17
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Zhang Y, Zhou S, Wavreille AS, DeWille J, Pei D. Cyclic peptidyl inhibitors of Grb2 and tensin SH2 domains identified from combinatorial libraries. ACTA ACUST UNITED AC 2008; 10:247-55. [PMID: 18257540 DOI: 10.1021/cc700185g] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Cyclic peptides provide attractive lead compounds for drug discovery and excellent molecular probes in biomedical research. In this work, a novel method has been developed for the high-throughput synthesis, screening, and identification of cyclic peptidyl ligands against macromolecular targets. Support-bound cyclic phosphotyrosyl peptide libraries containing randomized amino acid sequences and different ring sizes (theoretical diversity of 3.2 x 10(6)) were synthesized and screened against the SH2 domains of Grb2 and tensin. Potent, selective inhibitors were identified from the libraries and were generally more effective than the corresponding linear peptides. One of the inhibitors selected against the Grb2 SH2 domain inhibited human breast cancer cell growth and disrupted actin filaments. This method should be applicable to the development of cyclic peptidyl inhibitors against other protein domains, enzymes, and receptors.
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Affiliation(s)
- Yanyan Zhang
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, USA
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18
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Joo SH, Pei D. Synthesis and screening of support-bound combinatorial peptide libraries with free C-termini: determination of the sequence specificity of PDZ domains. Biochemistry 2008; 47:3061-72. [PMID: 18232644 DOI: 10.1021/bi7023628] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Preparation of support-bound combinatorial peptide libraries with free C-termini has been challenging in the past because solid-phase peptide synthesis usually starts from the C-terminus, which must be covalently attached to the solid support. In this work, we have developed a general methodology to synthesize and screen one-bead-one-compound peptide libraries containing free C-termini. TentaGel microbeads (90 mum) were spatially segregated into outer and inner layers, and peptides were synthesized on the beads in the conventional C --> N manner, with their C-termini attached to the support through an ester linkage on the bead surface but through an amide bond in the bead interior. The surface peptides were cyclized between their N-terminal amine and a carboxyl group installed at a C-terminal linker sequence, while the internal peptides were kept in the linear form. Base hydrolysis of the ester linkage in the cyclic peptides regenerated linear peptides that contained a free alpha-carboxyl group at their C-termini but remained covalently attached to the resin via the N-termini ("inverted" peptides). An inverted peptide library containing five random residues (theoretical diversity of 3.2 x 10 (6)) was synthesized and screened for binding to four postsynaptic density-95/discs large/zona occluden-1 (PDZ) domains of sodium-hydrogen exchanger regulatory factor-1 (NHERF1) and channel-interacting PDZ domain protein (CIPP). The identity of the binding peptides was determined by sequencing the linear encoding peptides inside the bead by partial Edman degradation/mass spectrometry. Consensus recognition motifs were identified for the PDZ domains, and representative peptides were resynthesized and confirmed for binding to their cognate PDZ domains. This method should be generally applicable to all PDZ domains as well as other protein domains and enzymes that recognize the C-terminus of their target proteins.
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Affiliation(s)
- Sang Hoon Joo
- Department of Chemistry, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, USA
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19
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Wavreille AS, Garaud M, Zhang Y, Pei D. Defining SH2 domain and PTP specificity by screening combinatorial peptide libraries. Methods 2007; 42:207-19. [PMID: 17532507 PMCID: PMC2041848 DOI: 10.1016/j.ymeth.2007.02.010] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2007] [Accepted: 02/14/2007] [Indexed: 10/23/2022] Open
Abstract
Src homology 2 (SH2) domains mediate protein-protein interactions by recognizing short phosphotyrosyl (pY) peptide motifs in their partner proteins. Protein tyrosine phosphatases (PTPs) catalyze the dephosphorylation of pY proteins, counteracting the protein tyrosine kinases. Both types of proteins exhibit primary sequence specificity, which plays at least a partial role in dictating their physiological interacting partners or substrates. A combinatorial peptide library method has been developed to systematically assess the sequence specificity of SH2 domains and PTPs. A "one-bead-one-compound" pY peptide library is synthesized on 90-microm TentaGel beads and screened against an SH2 domain or PTP of interest for binding or catalysis. The beads that carry the tightest binding sequences against the SH2 domain or the most efficient substrates of the PTP are selected by an enzyme-linked assay and individually sequenced by a partial Edman degradation/mass spectrometry technique. The combinatorial method has been applied to determine the sequence specificity of 8 SH2 domains from Src and Csk kinases, adaptor protein Grb2, and phosphatases SHP-1, SHP-2, and SHIP1 and a prototypical PTP, PTP1B.
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Affiliation(s)
- Anne-Sophie Wavreille
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, USA
| | - Mathieu Garaud
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, USA
| | - Yanyan Zhang
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, USA
| | - Dehua Pei
- Department of Chemistry and Ohio State Biochemistry Program, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, USA
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20
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Ayrapetov MK, Nam NH, Ye G, Kumar A, Parang K, Sun G. Functional Diversity of Csk, Chk, and Src SH2 Domains due to a SingleResidueVariation. J Biol Chem 2005; 280:25780-7. [PMID: 15890649 DOI: 10.1074/jbc.m504022200] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The C-terminal Src kinase (Csk) family of protein tyrosine kinases contains two members: Csk and Csk homologous kinase (Chk). Both phosphorylate and inactivate Src family kinases. Recent reports suggest that the Src homology (SH) 2 domains of Csk and Chk may bind to different phosphoproteins, which provides a basis for different cellular functions for Csk and Chk. To verify and characterize such a functional divergence, we compared the binding properties of the Csk, Chk, and Src SH2 domains and investigated the structural basis for the functional divergence. First, the study demonstrated striking functional differences between the Csk and Chk SH2 domains and revealed functional similarities between the Chk and Src SH2 domains. Second, structural analysis and mutagenic studies revealed that the functional differences among the three SH2 domains were largely controlled by one residue, Glu127 in Csk, Ile167 in Chk, and Lys200 in Src. Mutating these residues in the Csk or Chk SH2 domain to the Src counterpart resulted in dramatic gain of function similar to Src SH2 domain, whereas mutating Lys200 in Src SH2 domain to Glu (the Csk counterpart) resulted in loss of Src SH2 function. Third, a single point mutation of E127K rendered Csk responsive to activation by a Src SH2 domain ligand. Finally, the optimal phosphopeptide sequence for the Chk SH2 domain was determined. These results provide a compelling explanation for the functional differences between two homologous protein tyrosine kinases and reveal a new structure-function relationship for the SH2 domains.
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Affiliation(s)
- Marina K Ayrapetov
- Department of Cell and Molecular Biology, University of Rhode Island, Kingston, Rhode Island 02881, USA
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21
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Machida K, Mayer BJ. The SH2 domain: versatile signaling module and pharmaceutical target. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2005; 1747:1-25. [PMID: 15680235 DOI: 10.1016/j.bbapap.2004.10.005] [Citation(s) in RCA: 139] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2004] [Revised: 09/29/2004] [Accepted: 10/11/2004] [Indexed: 10/26/2022]
Abstract
The Src homology 2 (SH2) domain is the most prevalent protein binding module that recognizes phosphotyrosine. This approximately 100-amino-acid domain is highly conserved structurally despite being found in a wide variety proteins. Depending on the nature of neighboring protein module(s), such as catalytic domains and other protein binding domains, SH2-containing proteins play many different roles in cellular protein tyrosine kinase (PTK) signaling pathways. Accumulating evidence indicates SH2 domains are highly versatile and exhibit considerable flexibility in how they bind to their ligands. To illustrate this functional versatility, we present three specific examples: the SAP, Cbl and SOCS families of SH2-containing proteins, which play key roles in immune responses, termination of PTK signaling, and cytokine responses. In addition, we highlight current progress in the development of SH2 domain inhibitors designed to antagonize or modulate PTK signaling in human disease. Inhibitors of the Grb2 and Src SH2 domains have been extensively studied, with the aim of targeting the Ras pathway and osteoclastic bone resorption, respectively. Despite formidable difficulties in drug design due to the lability and poor cell permeability of negatively charged phosphorylated SH2 ligands, a variety of structure-based strategies have been used to reduce the size, charge and peptide character of such ligands, leading to the development of high-affinity lead compounds with potent cellular activities. These studies have also led to new insights into molecular recognition by the SH2 domain.
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Affiliation(s)
- Kazuya Machida
- Raymond and Beverly Sackler Laboratory of Genetics and Molecular Medicine, Department of Genetics and Developmental Biology, University of Connecticut Health Center, 263 Farmington Avenue, Farmington, CT 06030-3301, USA.
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22
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Abstract
The growth factor receptor-bound protein 2 (Grb2) plays an important role in the Ras signaling pathway. Several proteins were found to be overexpressed by oncogenes in the Ras signaling pathway, rendering Grb2 a potential target for the design of antitumor agents. Blocking the interaction between the phosphotyrosine-containing activated receptor and the Src-homology 2 (SH2) domain of Grb2 thus constitutes an important strategy for the development of potential anticancer agents. X-ray, NMR structural investigations, and molecular modeling studies have provided the target structure of Grb2 SH2 domain-alone or complexed with a phosphotyrosine-containing peptide-which is useful for the structure-based design of peptides or peptidomimetics with high affinity for the Grb2 SH2 domain. We review here the variety of approaches to Grb2 SH2 pepide inhibitors developed with the aim of interrupting Grb2 recognition. Inhibitory effects of peptide analogs on the Grb2 SH2 domain and their binding affinities for Grb2 SH2 were determined by ELISA, cell-based assays, or Surface Plasman Resonance (SPR) technology. Results of theses studies provide important information for further modifications of lead peptides, and should lead to the discovery of potent peptides as anticancer agents.
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Affiliation(s)
- Feng-Di T Lung
- Department of Nutrition, China Medical College 91, Hsueh-Shih Road, Taichung 404, Taiwan, Republic of China.
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23
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Guthaus E, Schmiedeberg N, Bürgle M, Magdolen V, Kessler H, Schmitt M. The urokinase receptor (uPAR, CD87) as a target for tumor therapy: uPA-silica particles (SP-uPA) as a new tool for assessing synthetic peptides to interfere with uPA/uPA-receptor interaction. Recent Results Cancer Res 2003; 162:3-14. [PMID: 12790317 DOI: 10.1007/978-3-642-59349-9_1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Abstract
Many different processes in the physiology and pathophysiology of human beings are regulated protein/protein interactions such as receptor/ligand interactions. A more detailed knowledge of the nature of receptor/ligand binding sites and mechanisms of interaction is necessary as well in order to understand the process of cancer spread and metastasis. For instance, the cell surface receptor uPAR (CD87) and its ligand, the serine protease urokinase-type plasminogen activator (uPA), facilitate tumor invasion and metastasis in solid malignant tumors. Besides its proteolytic function in activating the zymogen plasminogen into the serine protease plasmin, binding of uPA to tumor cell-associated uPAR initiates various cell responses such as tumor cell migration, adhesion, proliferation, and differentiation. Hence, the tumor-associated uPA/uPAR system is considered a potential target for cancer therapy. Here we briefly describe a new technology using micro-silica particles coated with uPA (yields SP-uPA) and reaction of SP-uPA with recombinant soluble uPAR (suPAR) to test the competitive antagonistic potential of synthetic uPA peptides by flow cytofluorometry (FACS). We discuss the data obtained with the SP-uPA system from two different points of view: (1) The enhanced potential of improved uPA-derived synthetic peptides compared to previously described peptides, and (2) comparison of the new technique to other test systems currently used to identify uPA/uPAR or other protein/protein interactions.
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Affiliation(s)
- Elke Guthaus
- Klinische Forschergruppe, Frauenklinik, Technische Universität München, 81675 Munich, Germany
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24
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Wiederkehr-Adam M, Ernst P, Müller K, Bieck E, Gombert FO, Ottl J, Graff P, Grossmüller F, Heim MH. Characterization of phosphopeptide motifs specific for the Src homology 2 domains of signal transducer and activator of transcription 1 (STAT1) and STAT3. J Biol Chem 2003; 278:16117-28. [PMID: 12591923 DOI: 10.1074/jbc.m300261200] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Signal transducers and activators of transcription (STAT) 1 and STAT3 are activated by overlapping but distinct sets of cytokines. STATs are recruited to the different cytokine receptors through their Src homology (SH) 2 domains that make highly specific interactions with phosphotyrosine-docking sites on the receptors. We used a degenerate phosphopeptide library synthesized on 35-microm TentaGel beads and fluorescence-activated bead sorting to determine the sequence specificity of the peptide-binding sites of the SH2 domains of STAT1 and STAT3. The large bead library allowed not only peptide sequencing of pools of beads but also of single beads. The method was validated through surface plasmon resonance measurements of the affinities of different peptides to the STAT SH2 domains. Furthermore, when selected peptides were attached to a truncated erythropoietin receptor and stably expressed in DA3 cells, activation of STAT1 or STAT3 could be achieved by stimulation with erythropoietin. The combined analysis of pool sequencing, the individual peptide sequences, and plasmon resonance measurements allowed the definition of SH2 domain binding motifs. STAT1 preferentially binds peptides with the motif phosphotyrosine-(aspartic acid/glutamic acid)-(proline/arginine)-(arginine/proline/glutamine), whereby a negatively charged amino acid at +1 excludes a proline at +2 and vice versa. STAT3 preferentially binds peptides with the motif phosphotyrosine-(basic or hydrophobic)-(proline or basic)-glutamine. For both STAT1 and STAT3, specific high affinity phosphopeptides were identified that can be used for the design of inhibitory molecules.
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Affiliation(s)
- Michèle Wiederkehr-Adam
- Department of Research, University Hospital Basel, Hebelstrasse 20, CH-4031 Basel, Switzerland
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25
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Sklar LA, Edwards BS, Graves SW, Nolan JP, Prossnitz ER. Flow cytometric analysis of ligand-receptor interactions and molecular assemblies. ANNUAL REVIEW OF BIOPHYSICS AND BIOMOLECULAR STRUCTURE 2002; 31:97-119. [PMID: 11988464 DOI: 10.1146/annurev.biophys.31.082901.134406] [Citation(s) in RCA: 72] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Flow cytometers make homogeneous real-time measurements of ligand-receptor interactions and, simultaneously, the physiological responses of cells. Their multiparameter capabilities are also useful in resolving multicomponent assemblies or in developing multiplexed assays. Recent advances suggest that these approaches can be extended in several important ways. Sample delivery in the millisecond time domain is applicable to the analysis of complex binding kinetics and reaction mechanisms. The homogeneous discrimination of free components and particle-based assemblies can be extended into the micromolar concentration range. Measurements can be made of molecular assemblies among proteins, DNA, RNA, lipids, and carbohydrates on beads. The topography and assembly of components within cells can be evaluated with resonance energy transfer. Temperature dependence can be evaluated with Peltier temperature control. Many assembly endpoints can be assessed through new tools for high-throughput flow cytometry using plate-based assay formats and small volume samples.
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Affiliation(s)
- Larry A Sklar
- Cancer Center and Departments of Pathology and Cell Biology and Physiology, University of New Mexico, Albuquerque, NM 87131, USA.
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26
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Kessels HWHG, Ward AC, Schumacher TNM. Specificity and affinity motifs for Grb2 SH2-ligand interactions. Proc Natl Acad Sci U S A 2002; 99:8524-9. [PMID: 12084912 PMCID: PMC124298 DOI: 10.1073/pnas.142224499] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Protein-protein interactions are often mediated by the recognition of short continuous amino acid stretches on target proteins by specific binding domains. Affinity-based selection strategies have successfully been used to define recognition motifs for a large series of such protein domains. However, in many biological systems specificity of interaction may be of equal or greater importance than affinity. To address this issue we have developed a peptide library screening technology that can be used to directly define ligands for protein domains based on both affinity and specificity of interaction. We demonstrate the value of this approach by the selection of peptide ligands that are either highly specific for the Grb2 Src homology 2 (SH2) domain or that are cross-reactive between a group of related SH2 domains. Examination of previously identified physiological ligands for the Grb2 SH2 domain suggests that for these ligands regulation of the specificity of interaction may be an important factor for in vivo ligand selection.
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Affiliation(s)
- Helmut W H G Kessels
- Department of Immunology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
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27
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Abstract
We describe our preclinical studies on the use of bone-marrow stromal cells (MSC; an uncharacterised mixed population of plastic-adherent cells) in the treatment of neural injury. These cells obtained from donor rats or human beings have been directly transplanted into brain or administered intra-arterially or intravenously. MSC selectively target injured tissue and promote functional recovery. Signals that target inflammatory cells to injured tissue probably direct MSC to injury sites. Although some MSC express proteins typical of neural cells, the possibility that benefit is derived by replacement of infarcted tissue with differentiated MSC is highly unlikely. MSC activate endogenous restorative responses in injured brain, which include angiogenesis, neurogenesis, and synaptogenesis. Given the robust therapeutic benefit of these cells in the treatment of experimental neural injury, and the fact that MSC have been used in the treatment of other human disease, there is justification for further preclinical studies leading to clinical trials for the treatment of neural injury such as stroke.
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Affiliation(s)
- Michael Chopp
- Department of Neurology, Henry Ford Health Sciences Center, Henry Ford Hospital, Detroit, MI 48202, USA.
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28
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Pero SC, Oligino L, Daly RJ, Soden AL, Liu C, Roller PP, Li P, Krag DN. Identification of novel non-phosphorylated ligands, which bind selectively to the SH2 domain of Grb7. J Biol Chem 2002; 277:11918-26. [PMID: 11809769 DOI: 10.1074/jbc.m111816200] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Grb7 is an adapter-type signaling protein, which is recruited via its SH2 domain to a variety of receptor tyrosine kinases (RTKs), including ErbB2 and ErbB3. It is overexpressed in breast, esophageal, and gastric cancers, and may contribute to the invasive potential of cancer cells. Molecular interactions involving Grb7 therefore provide attractive targets for therapeutic intervention. We have utilized phage display random peptide libraries as a source of small peptide ligands to the SH2 domain of Grb7. Screening these libraries against purified Grb7 SH2 resulted in the identification of Grb7-binding peptide phage clones that contained a non-phosphorylated Tyr-X-Asn (YXN) motif. The tyrosine-phosphorylated form of this motif is characteristic of Grb7 SH2 domain binding sites identified in RTKs and other signaling proteins such as Shc. Peptides that are non-phosphorylated have greater potential in the development of therapeutics because of the instability of a phosphate group in vivo. Using a biased library approach with this conserved YXN motif, we identified seven different peptide phage clones, which bind specifically to the SH2 domain of Grb7. These peptides did not bind to the SH2 domain of Grb2 (which also selects for Asn at pY(+2)) or Grb14, a closely related family member. The cyclic structure of the peptides was required to bind to the Grb7 SH2 domain. Importantly, the synthetic Grb7-binding peptide G7-18 in cell lysates was able to specifically inhibit the association of Grb7 with the ErbB family of RTKs, in particular ErbB3, in a dose-dependent manner. These peptides will be useful in the development of targeted molecular therapeutics for cancers overexpressing Grb7 and in the development of Grb7-specific inhibitors to gain a complete understanding of the physiological role of Grb7.
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Affiliation(s)
- Stephanie C Pero
- Department of Surgery and the Vermont Cancer Center, University of Vermont School of Medicine, Burlington, Vermont 05405, USA
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29
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Sauer K, Liou J, Singh SB, Yablonski D, Weiss A, Perlmutter RM. Hematopoietic progenitor kinase 1 associates physically and functionally with the adaptor proteins B cell linker protein and SLP-76 in lymphocytes. J Biol Chem 2001; 276:45207-16. [PMID: 11487585 DOI: 10.1074/jbc.m106811200] [Citation(s) in RCA: 90] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
B cell linker protein (BLNK) is a SLP-76-related adaptor protein essential for signal transduction from the BCR. To identify components of BLNK-associated signaling pathways, we performed a phosphorylation-dependent yeast two-hybrid analysis using BLNK probes. Here we report that the serine/threonine kinase hematopoietic progenitor kinase 1 (HPK1), which is activated upon antigen-receptor stimulation and which has been implicated in the regulation of MAP kinase pathways, interacts physically and functionally with BLNK in B cells and with SLP-76 in T cells. This interaction requires Tyr(379) of HPK1 and the Src homology 2 (SH2) domain of BLNK/SLP-76. Via homology modeling, we defined a consensus binding site within ligands for SLP family SH2 domains. We further demonstrate that the SH2 domain of SLP-76 participates in the regulation of AP-1 and NFAT activation in response to T cell receptor (TCR) stimulation and that HPK1 inhibits AP-1 activation in a manner partially dependent on its interaction with SLP-76. Our data are consistent with a model in which full activation of HPK1 requires its own phosphorylation on tyrosine and subsequent interaction with adaptors of the SLP family, providing a mechanistic basis for the integration of this kinase into antigen receptor signaling cascades.
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Affiliation(s)
- K Sauer
- Department of Immunology and Rheumatology and Department of Molecular Systems, Merck Research Laboratories, Rahway, New Jersey 07065, USA.
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30
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Metzler DE, Metzler CM, Sauke DJ. How Macromolecules Associate. Biochemistry 2001. [DOI: 10.1016/b978-012492543-4/50010-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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31
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Palo K, Mets U, Jäger S, Kask P, Gall K. Fluorescence intensity multiple distributions analysis: concurrent determination of diffusion times and molecular brightness. Biophys J 2000; 79:2858-66. [PMID: 11106594 PMCID: PMC1301165 DOI: 10.1016/s0006-3495(00)76523-4] [Citation(s) in RCA: 110] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Fluorescence correlation spectroscopy (FCS) has proven to be a powerful technique with single-molecule sensitivity. Recently, it has found a complement in the form of fluorescence intensity distribution analysis (FIDA). Here we introduce a fluorescence fluctuation method that combines the features of both techniques. It is based on the global analysis of a set of photon count number histograms, recorded with multiple widths of counting time intervals simultaneously. This fluorescence intensity multiple distributions analysis (FIMDA) distinguishes fluorescent species on the basis of both the specific molecular brightness and the translational diffusion time. The combined information, extracted from a single measurement, increases the readout effectively by one dimension and thus breaks the individual limits of FCS and FIDA. In this paper a theory is introduced that describes the dependence of photon count number distributions on diffusion coefficients. The theory is applied to a series of photon count number histograms corresponding to different widths of counting time intervals. Although the ability of the method to determine specific brightness values, diffusion times, and concentrations from mixtures is demonstrated on simulated data, its experimental utilization is shown by the determination of the binding constant of a protein-ligand interaction exemplifying its broad applicability in the life sciences.
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Affiliation(s)
- K Palo
- EVOTEC BioSystems AG, D-22525 Hamburg, Germany
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32
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Affiliation(s)
- G Lowe
- Dyson Perrins Laboratory, Oxford University, UK
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33
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Hart CP, Martin JE, Reed MA, Keval AA, Pustelnik MJ, Northrop JP, Patel DV, Grove JR. Potent inhibitory ligands of the GRB2 SH2 domain from recombinant peptide libraries. Cell Signal 1999; 11:453-64. [PMID: 10400318 DOI: 10.1016/s0898-6568(99)00017-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
We cloned and expressed the SH2 domain of human GRB2 as glutathione S-transferase and maltose binding protein fusion proteins. We screened three phagemid-based fd pVIII-protein phage display libraries against SH2 domain fusion proteins. Sequence analysis of the peptide extensions yielded a variety of related peptides. By examining the ability of the phage clones to bind other SH2 domains, we demonstrated that the phage were specific for the SH2 domain of GRB2. Based on the sequence motif identified in the "random" library screening experiment, we also built and screened a phage display library based on a Tyr-X-Asn motif (X5-Tyr-X-Asn-X8). To examine the affinity of the phage derived peptides for GRB2, we set up a radioligand competition binding assay based on immobilized GRB2 and radiolabelled autophosphorylated EGFR ICD as the radioligand. Results obtained with peptide competitors derived from the phage sequences demonstrated that nonphosphotyrosine-containing peptides identified with the phage display technology had an affinity for the receptor similar to tyrosine-phosphorylated peptides derived from the EGFR natural substrate. Interestingly, when the phage display peptides were then phosphorylated on tyrosine, their affinity for GRB2 increased dramatically. We also demonstrated the ability of the peptides to block the binding of the GRB2 SH2 domain to EGFR in a mammalian cell-based binding assay.
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Affiliation(s)
- C P Hart
- Affymax Research Institute, Santa Clara, CA 95051, USA.
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34
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Abstract
The use of instrumental biosensors in basic research to measure biomolecular interactions in real time is increasing exponentially. Applications include protein-protein, protein-peptide, DNA-protein, DNA-DNA, and lipid-protein interactions. Such techniques have been applied to, for example, antibody-antigen, receptor-ligand, signal transduction, and nuclear receptor studies. This review outlines the principles of two of the most commonly used instruments and highlights specific operating parameters that will assist in optimising experimental design, data generation, and analysis.
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Affiliation(s)
- E C Nice
- Ludwig Institute for Cancer Research, CRC for Cellular Growth Factors, P.O. Royal Melbourne Hospital, Victoria, Australia.
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35
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Nolan JP, Lauer S, Prossnitz ER, Sklar LA. Flow cytometry: a versatile tool for all phases of drug discovery. Drug Discov Today 1999; 4:173-180. [PMID: 10322276 DOI: 10.1016/s1359-6446(99)01320-3] [Citation(s) in RCA: 48] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The applications of flow cytometry are being extended beyond cells into molecular interactions and genomic analyses. The authors explain how instrumentation and reagent development are combining to improve flow cytometric throughput by orders of magnitude beyond that possible just a few years ago, such that the combination of sensitivity, throughput and versatility makes flow cytometry an analytical platform with applications at all stages of drug discovery.
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Affiliation(s)
- JP Nolan
- National Flow Cytometry Resource, Life Sciences Division, LS-5, M-888, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
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36
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Chen W, Martindale JL, Holbrook NJ, Liu Y. Tumor promoter arsenite activates extracellular signal-regulated kinase through a signaling pathway mediated by epidermal growth factor receptor and Shc. Mol Cell Biol 1998; 18:5178-88. [PMID: 9710602 PMCID: PMC109103 DOI: 10.1128/mcb.18.9.5178] [Citation(s) in RCA: 114] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Although arsenite is an established carcinogen, the mechanisms underlying its tumor-promoting properties are poorly understood. Previously, we reported that arsenite treatment leads to the activation of the extracellular signal-regulated kinase (ERK) in rat PC12 cells through a Ras-dependent pathway. To identify potential mediators of the upstream signaling cascade, we examined the tyrosine phosphorylation profile in cells exposed to arsenite. Arsenite treatment rapidly stimulated tyrosine phosphorylation of several proteins in a Ras-independent manner, with a pattern similar to that seen in response to epidermal growth factor (EGF) treatment. Among these phosphorylated proteins were three isoforms of the proto-oncoprotein Shc as well as the EGF receptor (EGFR). Tyrosine phosphorylation of Shc allowed for enhanced interactions between Shc and Grb2 as identified by coimmunoprecipitation experiments. The arsenite-induced tyrosine phosphorylation of Shc, enhancement of Shc and Grb2 interactions, and activation of ERK were all drastically reduced by treatment of cells with either the general growth factor receptor poison suramin or the EGFR-selective inhibitor tyrphostin AG1478. Down-regulation of EGFR expression through pretreatment of cells with EGF also attenuated ERK activation and Shc tyrosine phosphorylation in response to arsenite treatment. These results demonstrate that the EGFR and Shc are critical mediators in the activation of the Ras/ERK signaling cascade by arsenite and suggest that arsenite acts as a tumor promoter largely by usurping this growth factor signaling pathway.
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Affiliation(s)
- W Chen
- Gene Expression and Aging Section, Laboratory of Biological Chemistry, National Institute on Aging, Baltimore, Maryland 21224, USA
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37
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al-Obeidi F, Hruby VJ, Sawyer TK. Peptide and peptidomimetic libraries. Molecular diversity and drug design. Mol Biotechnol 1998; 9:205-23. [PMID: 9718581 DOI: 10.1007/bf02915794] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Various techniques for generation of peptide and peptidomimetic libraries are summarized in this article. Multipin, tea bag, and split-couple-mix techniques represent the major methods used to make peptides and peptidomimetics libraries. The synthesis of these libraries were made in either discrete or mixture format. Peptides and peptidomimetics combinatorial libraries were screened to discover leads against a variety of targets. These targets, including bacteria, fungus, virus, receptors, and enzymes were used in the screening of the libraries. Discovered leads can be further optimized by combinatorial approaches.
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Affiliation(s)
- F al-Obeidi
- Selectide Research Center, a Subsidiary of Hoechst-Marion-Roussel, Tucson, AZ, USA.
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38
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Révész L, Bonne F, Manning U, Zuber JF. Solid phase synthesis of a biased mini tetrapeptoid-library for the discovery of monodentate ITAM mimics as ZAP-70 inhibitors. Bioorg Med Chem Lett 1998; 8:405-8. [PMID: 9871587 DOI: 10.1016/s0960-894x(98)00043-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The biased library was composed of a novel phosphotyrosine mimic fixed in the P1 position of a tetrapeptoid and combined with three lipophilic N-substituents at the remaining positions giving a total of 27 single compounds. Screening for ZAP-70 antagonism identified 8 as a novel selective monodentate ZAP-70 antagonist and lead in the search for new immunosuppressive drugs.
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Affiliation(s)
- L Révész
- Preclinical Research Novartis, Basel, Switzerland.
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39
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Koh WS, Yoon SY, Lee EK, Lee EK, Kwon BM, Kim JW, Han MY. A screening method of SH2 domain ligands and blockers using a solid phase binding. Cancer Lett 1997; 120:1-7. [PMID: 9570379 DOI: 10.1016/s0304-3835(97)00284-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
We have developed a high throughput screening method for SH2 domain binding ligands and blockers. This method measures directly the binding of a 3H-labeled phosphopeptide derived from the sequence around tyrosine317 in the human Shc (SpYVNVK) to the SH2 domain of Grb2, which is precoated as glutathione S-transferase fusion proteins on solid phase. The optimum concentration for the fusion protein coating was 300 ng/100 microl/well for SH2 domain binding. Although an 8-h incubation at 4 degrees C for the coating of fusion protein was required to reach a maximum binding, even a 2-h coating produced 84% of the maximum binding. Saturation of ligand peptide binding in our assay system was observed at 10 pmol/well for the SH2 domain. However, 2 pmol/well showed consistent and reproducible results for the binding when the incubations were performed for 8 h at 4 degrees C. Competitive binding inhibition studies with various unlabeled phosphopeptides imply that the binding assay is highly specific to peptide sequences and able to screen possible ligands or blockers of signal transduction pathway mediated by Grb2 SH2 binding. In conclusion, our new method for SH2 domain binding is easy, rapid, and most of all inexpensive. These advantages over existing assay methods make this method especially suitable for a high throughput application, such as the screening for anticancer drug candidates.
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Affiliation(s)
- W S Koh
- Immune Regulation Research Unit, Korea Research Institute of Bioscience and Biotechnology, Yusung, Taejon, South Korea
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40
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Revesz L, Blum E, Manning U, Demange B, Widmer A, Zuber JF. Non-peptide itam mimics as ZAP-70 antagonists. Bioorg Med Chem Lett 1997. [DOI: 10.1016/s0960-894x(97)10102-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
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41
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Gram H, Schmitz R, Zuber JF, Baumann G. Identification of phosphopeptide ligands for the Src-homology 2 (SH2) domain of Grb2 by phage display. EUROPEAN JOURNAL OF BIOCHEMISTRY 1997; 246:633-7. [PMID: 9219519 DOI: 10.1111/j.1432-1033.1997.00633.x] [Citation(s) in RCA: 52] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
We report here on the identification of phosphopetide ligands which interact with the Src-homology 2 (SH2) domain of the adapter protein Grb2 by screening a random peptide library established on phage. Phage were phosphorylated in vitro at an invariant tyrosine residue by a mixture of phosphotyrosine kinases c-Src, Blk and Syk. Selection of binding motifs was carried out by interaction of the library with the recombinant SH2 domain of Grb2 expressed as a glutathione S-transferase (GST) fusion protein. Several subsequent cycles of selection led to the enrichment of phage which bound to the GST-Grb2 SH2 domain only when previously phosphorylated. Sequence analysis revealed that all of the selected phage displayed peptides with the consensus motif Y*M/ENW (Y* denotes phosphotyrosine). One of these peptides, bearing the Y*ENW motif, bound the Grb2 SH2 domain with a threefold higher affinity than the peptide motif Y*VNV derived from the natural ligand Shc. Thus, phage display can be employed to rapidly identify high affinity ligands to SH2 domains.
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Affiliation(s)
- H Gram
- Novartis Pharma AG, Basel, Switzerland
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42
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Gay B, Furet P, García-Echeverría C, Rahuel J, Chène P, Fretz H, Schoepfer J, Caravatti G. Dual specificity of Src homology 2 domains for phosphotyrosine peptide ligands. Biochemistry 1997; 36:5712-8. [PMID: 9153411 DOI: 10.1021/bi962642y] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
SH2 domains mediate protein-protein interactions and are involved in a wide range of intracellular signaling events. SH2 domains are 100-amino acid stretches of protein that bind to other proteins containing phosphotyrosine residues. A current major research goal is formulation of the structural principles which govern peptide-binding specificity in SH2 domains. Several structures (both X-ray and NMR) of SH2 domains have now been determined. Short peptide fragments on the carboxyl-terminal side of the phosphotyrosine residue carry the sequence specific information for SH2 recognition. The bound peptides are held in an extended conformation. However, for the GRB2 SH2 domain, the peptide adopts a beta-turn as the motif for recognition [Rahuel, J., et al. (1996) Nat. Struct. Biol. 3, 586-589]. Our SAR data and molecular modeling studies suggest that many SH2 domains, such as the SH2 domains of Lck, Src, and p85, can interact with high affinity with short peptide sequences at least in two ways which are sequence-dependent. The peptide forms either an extended chain across the D-strand of SH2 domains with anchors at pY and pY+3 or, as in the case of GRB2 SH2, a beta-turn with anchors at pY and pY+2. Due to a bulky tryptophan in its EF1 loop, GRB2 SH2 cannot bind peptide conformations such as the extended chain and thus has a unique specificity.
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Affiliation(s)
- B Gay
- Oncology Research Department, Ciba-Geigy Limited, Basel, Switzerland
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43
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Peptidomimetic ligands for src Homology-2 Domains. ACTA ACUST UNITED AC 1997. [DOI: 10.1016/s1874-5113(97)80007-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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44
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Collins J. Phage display. ANNUAL REPORTS IN COMBINATORIAL CHEMISTRY AND MOLECULAR DIVERSITY 1997. [DOI: 10.1007/978-0-306-46904-6_15] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
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Crews CM. Deciphering isozyme function: exploring cell biology with chemistry in the post-genomic era. CHEMISTRY & BIOLOGY 1996; 3:961-5. [PMID: 9000005 DOI: 10.1016/s1074-5521(96)90162-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Genome sequencing projects are identifying protein sequences faster than it is possible to discover their functions. Fortunately, combinatorial chemistry offers an opportunity to develop new biological reagents with which to determine the roles of related isozymes.
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Affiliation(s)
- C M Crews
- Biology Department, Yale University, New Haven, CT 06520-8103, USA.
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