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Yamaura K, Kuwata K, Tamura T, Kioi Y, Takaoka Y, Kiyonaka S, Hamachi I. Live cell off-target identification of lapatinib using ligand-directed tosyl chemistry. Chem Commun (Camb) 2015; 50:14097-100. [PMID: 25275302 DOI: 10.1039/c4cc05885b] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We demonstrate that ligand-directed tosyl (LDT) chemistry is applicable to off-target identification in live cells. Lapatinib (Lap)-based LDT reagents not only labeled a receptor tyrosine kinase, HER2, target protein, but also the protein disulfide isomerase (PDI) that should be an off-target protein for Lap.
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Affiliation(s)
- Kei Yamaura
- Graduate School of Engineering, Department of Synthetic Chemistry and Biological Chemistry, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan.
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2
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Abstract
Small molecule inhibitors of protein kinases are key tools for signal transduction research and represent a major class of targeted drugs. Recent developments in quantitative proteomics enable an unbiased view on kinase inhibitor selectivity and modes of action in the biological context. While chemical proteomics techniques utilizing quantitative mass spectrometry interrogate both target specificity and affinity in cellular extracts, proteome-wide phosphorylation analyses upon kinase inhibitor treatment identify signal transduction pathway and network regulation in an unbiased manner. Thus, critical information is provided to promote new insights into mechanisms of kinase signaling and their relevance for kinase inhibitor drug discovery.
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Affiliation(s)
- Henrik Daub
- Evotec (München) GmbH, Am Klopferspitz
19a, 82152 Martinsried, Germany
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3
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Deregulations in the cyclin-dependent kinase-9-related pathway in cancer: implications for drug discovery and development. ISRN ONCOLOGY 2013; 2013:305371. [PMID: 23840966 PMCID: PMC3690251 DOI: 10.1155/2013/305371] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2013] [Accepted: 05/19/2013] [Indexed: 12/21/2022]
Abstract
The CDK9-related pathway is an important regulator of mammalian cell biology and is also involved in the replication cycle of several viruses, including the human immunodeficiency virus type 1. CDK9 is present in two isoforms termed CDK9-42 and CDK9-55 that bind noncovalently type T cyclins and cyclin K. This association forms a heterodimer, where CDK9 carries the enzymatic site and the cyclin partner functions as a regulatory subunit. This heterodimer is the main component of the positive transcription elongation factor b, which stabilizes RNA elongation via phosphorylation of the RNA pol II carboxyl terminal domain. Abnormal activities in the CDK9-related pathway were observed in human malignancies and cardiac hypertrophies. Thus, the elucidation of the CDK9 pathway deregulations may provide useful insights into the pathogenesis and progression of human malignancies, cardiac hypertrophy, AIDS and other viral-related maladies. These studies may lead to the improvement of kinase inhibitors for the treatment of the previously mentioned pathological conditions. This review describes the CDK9-related pathway deregulations in malignancies and the development of kinase inhibitors in cancer therapy, which can be classified into three categories: antagonists that block the ATP binding site of the catalytic domain, allosteric inhibitors, and small molecules that disrupt protein-protein interactions.
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Kim SH, Markovitz B, Trovato R, Murphy BR, Austin H, Willardsen AJ, Baichwal V, Morham S, Bajji A. Discovery of a new HIV-1 inhibitor scaffold and synthesis of potential prodrugs of indazoles. Bioorg Med Chem Lett 2013; 23:2888-92. [PMID: 23566519 DOI: 10.1016/j.bmcl.2013.03.075] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2013] [Revised: 03/13/2013] [Accepted: 03/20/2013] [Indexed: 01/14/2023]
Abstract
A new oxazole scaffold showing great promise in HIV-1 inhibition has been discovered by cell-based screening of an in-house library and scaffold modification. Follow-up SAR study focusing on the 5-aryl substituent of the oxazole core has identified 4k (EC50=0.42μM, TI=50) as a potent inhibitor. However, the analogues suffered from poor aqueous solubility. To address this issue, we have developed broadly applicable potential prodrugs of indazoles. Among them, N-acyloxymethyl analogue 11b displayed promising results (i.e., increased aqueous solubility and susceptibility to enzymatic hydrolysis). Further studies are warranted to fully evaluate the analogues as the potential prodrugs with improved physiochemical and PK properties.
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Affiliation(s)
- Se-Ho Kim
- Myrexis Inc., 305 Chipeta Way, Salt Lake City, UT 84108, United States.
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5
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Miao Q, Zhang CC, Kast J. Chemical proteomics and its impact on the drug discovery process. Expert Rev Proteomics 2013; 9:281-91. [PMID: 22809207 DOI: 10.1586/epr.12.22] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Despite the rapid growth of postgenomic data and fast-paced technology advancement, drug discovery is still a lengthy and difficult process. More effective drug design requires a better understanding of the interaction between drug candidates and their targets/off-targets in various situations. The ability of chemical proteomics to integrate a multiplicity of disciplines enables the direct analysis of protein activities on a proteome-wide scale, which has enormous potential to facilitate drug target elucidation and lead drug verification. Over recent years, chemical proteomics has experienced rapid growth and provided a valuable method for drug target identification and inhibitor discovery. This review introduces basic concepts and technologies of different popular chemical proteomic approaches. It also covers the essential features and recent advances of each approach while underscoring their potentials in drug discovery and development.
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Affiliation(s)
- Qing Miao
- The Biomedical Research Centre, University of British Columbia, Room #401, 2222 Health Sciences Mall, Vancouver, BC, V6T1Z3 Canada
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Chang Y, Schlebach JP, VerHeul RA, Park C. Simplified proteomics approach to discover protein-ligand interactions. Protein Sci 2012; 21:1280-7. [PMID: 22733688 DOI: 10.1002/pro.2112] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2012] [Accepted: 06/15/2012] [Indexed: 01/09/2023]
Abstract
Identifying targets of biologically active small molecules is an essential but still challenging task in drug research and chemical genetics. Energetics-based target identification is an approach that utilizes the change in the conformational stabilities of proteins upon ligand binding in order to identify target proteins. Different from traditional affinity-based capture approaches, energetics-based methods do not require any labeling or immobilization of the test molecule. Here, we report a surprisingly simple version of energetics-based target identification, which only requires ion exchange chromatography, SDS PAGE, and minimal use of mass spectrometry. The complexity of a proteome is reduced through fractionation by ion exchange chromatography. Urea-induced unfolding of proteins in each fraction is then monitored by the significant increase in proteolytic susceptibility upon unfolding in the presence and the absence of a ligand. Proteins showing a different degree of unfolding with the ligand are identified by SDS PAGE followed by mass spectrometry. Using this approach, we identified ATP-binding proteins in the Escherichia coli proteome. In addition to known ATP-binding proteins, we also identified a number of proteins that were not previously known to interact with ATP. To validate one such finding, we cloned and purified phosphoglyceromutase, which was not previously known to bind ATP, and confirmed that ATP indeed stabilizes this protein. The combination of fractionation and pulse proteolysis offers an opportunity to investigate protein-drug or protein-metabolite interactions on a proteomic scale with minimal instrumentation and without modification of a molecule of interest.
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Affiliation(s)
- Youngil Chang
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907, 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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8
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Affiliation(s)
- Xudong Yao
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, USA.
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Liu PF, Kihara D, Park C. Energetics-based discovery of protein-ligand interactions on a proteomic scale. J Mol Biol 2011; 408:147-62. [PMID: 21338610 DOI: 10.1016/j.jmb.2011.02.026] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2010] [Revised: 01/28/2011] [Accepted: 02/04/2011] [Indexed: 01/09/2023]
Abstract
Biochemical functions of proteins in cells frequently involve interactions with various ligands. Proteomic methods for the identification of proteins that interact with specific ligands such as metabolites, signaling molecules, and drugs are valuable in investigating the regulatory mechanisms of cellular metabolism, annotating proteins with unknown functions, and elucidating pharmacological mechanisms. Here we report an energetics-based target identification method in which target proteins in a cell lysate are identified by exploiting the effect of ligand binding on their stabilities. Urea-induced unfolding of proteins in cell lysates is probed by a short pulse of proteolysis, and the effect of a ligand on the amount of folded protein remaining is monitored on a proteomic scale. As proof of principle, we identified proteins that interact with ATP in the Escherichia coli proteome. Literature and database mining confirmed that a majority of the identified proteins are indeed ATP-binding proteins. Four identified proteins that were previously not known to interact with ATP were cloned and expressed to validate the result. Except for one protein, the effects of ATP on urea-induced unfolding were confirmed. Analyses of the protein sequences and structure models were also employed to predict potential ATP binding sites in the identified proteins. Our results demonstrate that this energetics-based target identification approach is a facile method to identify proteins that interact with specific ligands on a proteomic scale.
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Affiliation(s)
- Pei-Fen Liu
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN 47907, USA
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Galons H, Oumata N, Meijer L. Cyclin-dependent kinase inhibitors: a survey of recent patent literature. Expert Opin Ther Pat 2010; 20:377-404. [PMID: 20180621 DOI: 10.1517/13543770903524284] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
IMPORTANCE OF THE FIELD Abnormalities in protein phosphorylation by cyclin-dependent kinases (CDKs) have been observed in numerous major human diseases, which has strongly encouraged the search for pharmacological inhibitors. Almost 10 years after the first compounds entered clinical studies, numerous CDK inhibitors with differing selectivity profiles are now undergoing preclinical and clinical evaluation. Nevertheless, these intensive searches have not yet resulted in drug approvals. AREAS COVERED IN THIS REVIEW This paper reviews patent activity associated with these efforts during the 2005 - 2008 period. WHAT THE READER WILL GAIN Readers will rapidly obtain an overview of the majority of CDK inhibitor scaffolds; they will discover which companies are the main players in the field and acquire information on products that have reached the clinical phases. TAKE HOME MESSAGE In most cases, applications have been claimed in the field of cancer; however, potential applications of CDK inhibitors in other therapeutic areas are regularly reported and could herald therapeutic introduction over the next few years.
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Affiliation(s)
- Hervé Galons
- INSERM U648, Université Paris Descartes, 4 avenue de l'observatoire, 75006 Paris, France.
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Mitsos A, Melas IN, Siminelakis P, Chairakaki AD, Saez-Rodriguez J, Alexopoulos LG. Identifying drug effects via pathway alterations using an integer linear programming optimization formulation on phosphoproteomic data. PLoS Comput Biol 2009; 5:e1000591. [PMID: 19997482 PMCID: PMC2776985 DOI: 10.1371/journal.pcbi.1000591] [Citation(s) in RCA: 106] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2009] [Accepted: 11/03/2009] [Indexed: 12/22/2022] Open
Abstract
Understanding the mechanisms of cell function and drug action is a major endeavor in the pharmaceutical industry. Drug effects are governed by the intrinsic properties of the drug (i.e., selectivity and potency) and the specific signaling transduction network of the host (i.e., normal vs. diseased cells). Here, we describe an unbiased, phosphoproteomic-based approach to identify drug effects by monitoring drug-induced topology alterations. With our proposed method, drug effects are investigated under diverse stimulations of the signaling network. Starting with a generic pathway made of logical gates, we build a cell-type specific map by constraining it to fit 13 key phopshoprotein signals under 55 experimental conditions. Fitting is performed via an Integer Linear Program (ILP) formulation and solution by standard ILP solvers; a procedure that drastically outperforms previous fitting schemes. Then, knowing the cell's topology, we monitor the same key phosphoprotein signals under the presence of drug and we re-optimize the specific map to reveal drug-induced topology alterations. To prove our case, we make a topology for the hepatocytic cell-line HepG2 and we evaluate the effects of 4 drugs: 3 selective inhibitors for the Epidermal Growth Factor Receptor (EGFR) and a non-selective drug. We confirm effects easily predictable from the drugs' main target (i.e., EGFR inhibitors blocks the EGFR pathway) but we also uncover unanticipated effects due to either drug promiscuity or the cell's specific topology. An interesting finding is that the selective EGFR inhibitor Gefitinib inhibits signaling downstream the Interleukin-1alpha (IL1alpha) pathway; an effect that cannot be extracted from binding affinity-based approaches. Our method represents an unbiased approach to identify drug effects on small to medium size pathways which is scalable to larger topologies with any type of signaling interventions (small molecules, RNAi, etc). The method can reveal drug effects on pathways, the cornerstone for identifying mechanisms of drug's efficacy.
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Affiliation(s)
- Alexander Mitsos
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Ioannis N. Melas
- Department of Mechanical Engineering, National Technical University of Athens, Athens, Greece
| | - Paraskeuas Siminelakis
- Department of Mechanical Engineering, National Technical University of Athens, Athens, Greece
| | | | - Julio Saez-Rodriguez
- Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Leonidas G. Alexopoulos
- Department of Mechanical Engineering, National Technical University of Athens, Athens, Greece
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El-Deeb IM, Park BS, Jung SJ, Yoo KH, Oh CH, Cho SJ, Han DK, Lee JY, Lee SH. Design, synthesis, screening, and molecular modeling study of a new series of ROS1 receptor tyrosine kinase inhibitors. Bioorg Med Chem Lett 2009; 19:5622-6. [PMID: 19700314 DOI: 10.1016/j.bmcl.2009.08.029] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2009] [Revised: 07/28/2009] [Accepted: 08/07/2009] [Indexed: 11/26/2022]
Abstract
A series of rationally designed ROS1 tyrosine kinase inhibitors was synthesized and screened. Compound 12b has showed good potency with IC50 value of 209 nM, which is comparable with that of the reference lead compound 1. Molecular modeling studies have been performed, that is, a homology model for ROS1 was built, and the screened inhibitors were docked into its major identified binding site. The docked poses along with the activity data have revealed a group of the essential features for activity. Overall, simplification of the lead compound 1 into compound 12b has maintained the activity, while facilitated the synthetic advantages. A molecular interaction model for ROS1 kinase and inhibitors has been proposed.
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Affiliation(s)
- Ibrahim M El-Deeb
- Department of Biomolecular Science, University of Science and Technology, 113 Gwahangno, Yuseong-gu, Daejeon 305-333, Republic of Korea
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The protein tyrosine kinase inhibitors imatinib and nilotinib strongly inhibit several mammalian α-carbonic anhydrase isoforms. Bioorg Med Chem Lett 2009; 19:4102-6. [DOI: 10.1016/j.bmcl.2009.06.002] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2009] [Revised: 06/01/2009] [Accepted: 06/02/2009] [Indexed: 12/21/2022]
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