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Saxena C. Identification of protein binding partners of small molecules using label-free methods. Expert Opin Drug Discov 2016; 11:1017-25. [DOI: 10.1080/17460441.2016.1227316] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Liu Y, Guo M. Chemical proteomic strategies for the discovery and development of anticancer drugs. Proteomics 2014; 14:399-411. [DOI: 10.1002/pmic.201300261] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2013] [Revised: 09/26/2013] [Accepted: 10/11/2013] [Indexed: 11/07/2022]
Affiliation(s)
- Yuanzhen Liu
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture; Wuhan Botanical Garden; Chinese Academy of Sciences; Wuhan P. R. China
| | - Mingquan Guo
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture; Wuhan Botanical Garden; Chinese Academy of Sciences; Wuhan P. R. China
- The Keck School of Medicine; University of Southern California; Los Angeles CA USA
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Schenone M, Dančík V, Wagner BK, Clemons PA. Target identification and mechanism of action in chemical biology and drug discovery. Nat Chem Biol 2013; 9:232-40. [PMID: 23508189 PMCID: PMC5543995 DOI: 10.1038/nchembio.1199] [Citation(s) in RCA: 634] [Impact Index Per Article: 57.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Accepted: 01/28/2013] [Indexed: 12/12/2022]
Abstract
Target-identification and mechanism-of-action studies have important roles in small-molecule probe and drug discovery. Biological and technological advances have resulted in the increasing use of cell-based assays to discover new biologically active small molecules. Such studies allow small-molecule action to be tested in a more disease-relevant setting at the outset, but they require follow-up studies to determine the precise protein target or targets responsible for the observed phenotype. Target identification can be approached by direct biochemical methods, genetic interactions or computational inference. In many cases, however, combinations of approaches may be required to fully characterize on-target and off-target effects and to understand mechanisms of small-molecule action.
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Affiliation(s)
- Monica Schenone
- Proteomics Platform, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Vlado Dančík
- Chemical Biology Program, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Bridget K Wagner
- Chemical Biology Program, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Paul A Clemons
- Chemical Biology Program, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
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Ziegler S, Pries V, Hedberg C, Waldmann H. Identifizierung der Zielproteine bioaktiver Verbindungen: Die Suche nach der Nadel im Heuhaufen. Angew Chem Int Ed Engl 2013. [DOI: 10.1002/ange.201208749] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Ziegler S, Pries V, Hedberg C, Waldmann H. Target identification for small bioactive molecules: finding the needle in the haystack. Angew Chem Int Ed Engl 2013; 52:2744-92. [PMID: 23418026 DOI: 10.1002/anie.201208749] [Citation(s) in RCA: 356] [Impact Index Per Article: 32.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Indexed: 01/10/2023]
Abstract
Identification and confirmation of bioactive small-molecule targets is a crucial, often decisive step both in academic and pharmaceutical research. Through the development and availability of several new experimental techniques, target identification is, in principle, feasible, and the number of successful examples steadily grows. However, a generic methodology that can successfully be applied in the majority of the cases has not yet been established. Herein we summarize current methods for target identification of small molecules, primarily for a chemistry audience but also the biological community, for example, the chemist or biologist attempting to identify the target of a given bioactive compound. We describe the most frequently employed experimental approaches for target identification and provide several representative examples illustrating the state-of-the-art. Among the techniques currently available, protein affinity isolation using suitable small-molecule probes (pulldown) and subsequent mass spectrometric analysis of the isolated proteins appears to be most powerful and most frequently applied. To provide guidance for rapid entry into the field and based on our own experience we propose a typical workflow for target identification, which centers on the application of chemical proteomics as the key step to generate hypotheses for potential target proteins.
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Affiliation(s)
- Slava Ziegler
- Max-Planck-Institut für molekulare Physiologie, Abt. Chemische Biologie, Otto-Hahn-Strasse 11, 44227 Dortmund, Germany.
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Wang K, Yang T, Wu Q, Zhao X, Nice EC, Huang C. Chemistry-based functional proteomics for drug target deconvolution. Expert Rev Proteomics 2013; 9:293-310. [PMID: 22809208 DOI: 10.1586/epr.12.19] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Drug target deconvolution, a process that identifies targets to small molecules in complex biological samples, which underlie the biological responses that are observed when a drug is administered, plays an important role in current drug discovery. Despite the fact that genomics and proteomics have provided a flood of information that contributes to the progress of drug target identification and validation, the current approach to drug target deconvolution still poses dilemmas. Chemistry-based functional proteomics, a multidisciplinary strategy, has become the preferred method of choice to deconvolute drug target pools, based on direct interactions between small molecules and their protein targets. This approach has already identified a broad panel of previously undefined enzymes with potential as drug targets and defined targets that can rationalize side effects and toxicity for new drug candidates and existing therapeutics. Herein, the authors discuss both activity-based protein profiling and compound-centric chemical proteomics approaches used in chemistry-based functional proteomics and their applications for the identification and characterization of small molecular targets.
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Affiliation(s)
- Kui Wang
- The State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, 610041, PR China
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Abstract
Traditionally, proteomics is the high-throughput characterization of the global complement of proteins in a biological system using cutting-edge technologies (robotics and mass spectrometry) and bioinformatics tools (Internet-based search engines and databases). As the field of proteomics has matured, a diverse range of strategies have evolved to answer specific problems. Chemical proteomics is one such direction that provides the means to enrich and detect less abundant proteins (the 'hidden' proteome) from complex mixtures of wide dynamic range (the 'deep' proteome). In pharmacology, chemical proteomics has been utilized to determine the specificity of drugs and their analogues, for anticipated known targets, only to discover other proteins that bind and could account for side effects observed in preclinical and clinical trials. As a consequence, chemical proteomics provides a valuable accessory in refinement of second- and third-generation drug design for treatment of many diseases. However, determining definitive affinity capture of proteins by a drug immobilized on soft gel chromatography matrices has highlighted some of the challenges that remain to be addressed. Examples of the different strategies that have emerged using well-established drugs against pharmaceutically important enzymes, such as protein kinases, metalloproteases, PDEs, cytochrome P450s, etc., indicate the potential opportunity to employ chemical proteomics as an early-stage screening approach in the identification of new targets.
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Affiliation(s)
- Chris W Sutton
- Institute of Cancer Therapeutics, University of Bradford, Tumbling Hill Street, Bradford, West Yorkshire, UK.
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Towne DL, Nicholl EE, Comess KM, Galasinski SC, Hajduk PJ, Abraham VC. Development of a High-Content Screening Assay Panel to Accelerate Mechanism of Action Studies for Oncology Research. ACTA ACUST UNITED AC 2012; 17:1005-17. [DOI: 10.1177/1087057112450050] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Efficient elucidation of the biological mechanism of action of novel compounds remains a major bottleneck in the drug discovery process. To address this need in the area of oncology, we report the development of a multiparametric high-content screening assay panel at the level of single cells to dramatically accelerate understanding the mechanism of action of cell growth–inhibiting compounds on a large scale. Our approach is based on measuring 10 established end points associated with mitochondrial apoptosis, cell cycle disruption, DNA damage, and cellular morphological changes in the same experiment, across three multiparametric assays. The data from all of the measurements taken together are expected to help increase our current understanding of target protein functions, constrain the list of possible targets for compounds identified using phenotypic screens, and identify off-target effects. We have also developed novel data visualization and phenotypic classification approaches for detailed interpretation of individual compound effects and navigation of large collections of multiparametric cellular responses. We expect this general approach to be valuable for drug discovery across multiple therapeutic areas.
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Affiliation(s)
- Danli L. Towne
- Abbott Laboratories, Global Pharmaceutical Research & Development, Lead Discovery Technologies, Abbott Park, IL USA
| | - Emily E. Nicholl
- Abbott Laboratories, Global Pharmaceutical Research & Development, Lead Discovery Technologies, Abbott Park, IL USA
| | - Kenneth M. Comess
- Abbott Laboratories, Global Pharmaceutical Research & Development, Lead Discovery Technologies, Abbott Park, IL USA
| | - Scott C. Galasinski
- Abbott Laboratories, Global Pharmaceutical Research & Development, Lead Discovery Technologies, Abbott Park, IL USA
| | - Philip J. Hajduk
- Abbott Laboratories, Global Pharmaceutical Research & Development, Lead Discovery Technologies, Abbott Park, IL USA
| | - Vivek C. Abraham
- Abbott Laboratories, Global Pharmaceutical Research & Development, Lead Discovery Technologies, Abbott Park, IL USA
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Hu L, Paul Fawcett J, Gu J. Protein target discovery of drug and its reactive intermediate metabolite by using proteomic strategy. Acta Pharm Sin B 2012. [DOI: 10.1016/j.apsb.2012.02.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
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Abstract
In affinity-based chemoproteomics strategies, the direct immobilization of small bioactive probe molecules to a solid support may pose problems with respect to the preservation of the functional activity toward the target proteins. Typically, immobilized molecules on solid supports exhibit lower affinity for target proteins compared to the free parent molecule. This may lead to a failure to specifically capture the target proteins or to unacceptable losses during the washing steps. To circumvent these shortcomings, we have devised small molecule-peptide conjugates (SMPCs), which enable wide-ranging experimental strategies for the capturing of protein targets of small molecules from cells or tissues. With the possibilities of synthesizing peptides of tailored biochemical and biophysical properties, SMPCs enable the identification of protein targets of small molecules from cell-lysates and intact cells. Moreover, labeling of these conjugates with fluorophores can provide information on the cellular localization and distribution of the target.
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Raida M. Drug target deconvolution by chemical proteomics. Curr Opin Chem Biol 2011; 15:570-5. [PMID: 21763176 DOI: 10.1016/j.cbpa.2011.06.016] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2011] [Revised: 05/14/2011] [Accepted: 06/20/2011] [Indexed: 10/18/2022]
Abstract
Drug target deconvolution is a process where the action of a drug, a small molecule, is characterised by identifying the proteins binding the drug and initiating the biological effect. The biological relevant target has to be extracted, or deconvoluted, from a list of proteins identified in such an approach. Beside the medically desired action of the drug, the identification of other proteins binding the drug can help to identify side effects and toxicity at a very early stage of drug development. The current approach to identify the proteins binding to the drug is an affinity-enrichment based approach, where the drug molecule is immobilised to a matrix through a linker and the proteins binding to the drug are identified by proteomics.
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Affiliation(s)
- Manfred Raida
- Experimental Therapeutics Centre, A*STAR, 31 Biopolis Way, Nanos L3-01, Singapore, 138669, Singapore.
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Dolai S, Xu Q, Liu F, Molloy MP. Quantitative chemical proteomics in small-scale culture of phorbol ester stimulated basal breast cancer cells. Proteomics 2011; 11:2683-92. [PMID: 21630460 DOI: 10.1002/pmic.201000801] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2010] [Revised: 02/23/2011] [Accepted: 04/12/2011] [Indexed: 11/12/2022]
Abstract
Basal-like breast cancers are commonly negative for expression of estrogen and progesterone receptors and HER-2 (triple-negative breast cancer), which makes this subtype of breast cancers more aggressive and less responsive to standard treatment. We have applied a small-scale chemical proteomics method using bisindolylmaleimide (Bis) class of protein kinase C inhibitors to study the Bis-binding proteome in a cell culture model of basal breast carcinoma (MDA-MB-231). Using MS, we identified 174 proteins captured by the Bis-probe in phorbol ester (PMA) stimulated cells. Gene ontology analysis broadly categorised these proteins as ATP binding (42%), GTP binding (6%) and having nucleoside-triphosphatase activity (21%). Of the 64 enzymes captured by the Bis-probe, the majority had either ATP and/or nucleotide binding functions. Two previously unreported Bis binding protein kinases, serine/arginine-rich protein-specific kinase 1 (SRPK1) and interferon-induced RNA-dependent protein kinase (PKR) were observed. We then incorporated SILAC for quantitation to examine the proteins that were differentially captured by the Bis-probe following 30 and 60 min PMA stimulation. This provided novel evidence for PMA regulation of the enzymes glyceraldehyde-3-phosphate dehydrogenase, nucleolar RNA helicase 2 and Heterogeneous nuclear ribonucleoprotein M.
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Affiliation(s)
- Sibasish Dolai
- Department of Chemistry and Biomolecular Sciences, Faculty of Science, Macquarie University, Sydney, Australia
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