1
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Wang R, Huang R, Liu Y, Tamalunas A, Stief CG, Hennenberg M. Silencing of CDC42 inhibits contraction and growth-related functions in prostate stromal cells, which is mimicked by ML141. Life Sci 2023; 329:121928. [PMID: 37437651 DOI: 10.1016/j.lfs.2023.121928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/06/2023] [Accepted: 07/08/2023] [Indexed: 07/14/2023]
Abstract
BACKGROUND Prostate smooth muscle contraction and stromal growth may contribute to lower urinary tract symptoms suggestive of benign prostatic hyperplasia, but are incompletely understood. A role of the monomeric GTPase CDC42 for smooth muscle contraction and proliferation appears possible, but is unknown for the prostate. Here, we silenced CDC42 expression in prostate stromal cells (WPMY-1), and examined contractility, growth-related functions and responses to the presumed CDC42 inhibitor, ML141. METHODS WPMY-1 cells were transfected with scrambled or CDC42-specific siRNA, and characterized for GTPase activities, contraction, proliferation, colony formation, apoptosis, cell death and viability. Effects of ML141 were examined in cells with and without silencing. RESULTS CDC42 silencing was confirmed by reduced mRNA and protein expression, and reduced CDC42 activity. Silencing impaired contraction (23-47 %), actin organization (25 %), proliferation (17-63 %), colony formation and viability (64-89 %), and increased the percentage of dead cells (2.6-fold). ML141 mimicked the phenotype of silencing in scrambled siRNA-transfected controls, and in non-transfected WPMY-1 cells, including inhibition of contraction, proliferation, colony formation and viability, breakdown of actin organization and increased cell death. In CDC42-silenced cells, ML141 still affected phalloiding organization, proliferation and cell death, with effect sizes resembling controls without silencing. ML141 inhibited RhoA activity in CDC42-silenced cells, but not in cells without silencing. CONCLUSIONS CDC42 promotes contraction of prostate stromal cells, and drives stromal growth by CDC42-mediated proliferation and suppression of apoptosis-independent cell death. ML141 mimicks all effects of CDC42 silencing, but its specificity may be limited and depends on GTPase phenotypes of cells.
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Affiliation(s)
- Ruixiao Wang
- Department of Urology, University Hospital Munich, LMU Munich, Munich, Germany
| | - Ru Huang
- Department of Urology, University Hospital Munich, LMU Munich, Munich, Germany
| | - Yuhan Liu
- Department of Urology, University Hospital Munich, LMU Munich, Munich, Germany
| | - Alexander Tamalunas
- Department of Urology, University Hospital Munich, LMU Munich, Munich, Germany
| | - Christan G Stief
- Department of Urology, University Hospital Munich, LMU Munich, Munich, Germany
| | - Martin Hennenberg
- Department of Urology, University Hospital Munich, LMU Munich, Munich, Germany.
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2
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Antolin AA, Workman P, Al-Lazikani B. Public resources for chemical probes: the journey so far and the road ahead. Future Med Chem 2021; 13:731-747. [PMID: 31778323 DOI: 10.4155/fmc-2019-0231] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
High-quality small molecule chemical probes are extremely valuable for biological research and target validation. However, frequent use of flawed small-molecule inhibitors produces misleading results and diminishes the robustness of biomedical research. Several public resources are available to facilitate assessment and selection of better chemical probes for specific protein targets. Here, we review chemical probe resources, discuss their current strengths and limitations, and make recommendations for further improvements. Expert review resources provide in-depth analysis but currently cover only a limited portion of the liganded proteome. Computational resources encompass more proteins and are regularly updated, but have limitations in data availability and curation. We show how biomedical scientists may use these resources to choose the best available chemical probes for their research.
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Affiliation(s)
- Albert A Antolin
- The Department of Data Science, The Institute of Cancer Research, London, SM2 5NG, UK
- CRUK Cancer Therapeutics Unit, The Institute of Cancer Research, London, SM2 5NG, UK
- CRUK ICR/Imperial Convergence Science Centre, London, SM2 5NG, UK
| | - Paul Workman
- CRUK Cancer Therapeutics Unit, The Institute of Cancer Research, London, SM2 5NG, UK
- CRUK ICR/Imperial Convergence Science Centre, London, SM2 5NG, UK
| | - Bissan Al-Lazikani
- The Department of Data Science, The Institute of Cancer Research, London, SM2 5NG, UK
- CRUK Cancer Therapeutics Unit, The Institute of Cancer Research, London, SM2 5NG, UK
- CRUK ICR/Imperial Convergence Science Centre, London, SM2 5NG, UK
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3
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Liu B, Zhang W, Guo S, Zuo Z. Discovery of novel modulators targeting human TRPC5: Docking-based virtual screening, molecular dynamics simulation and binding affinity predication. J Mol Graph Model 2020; 102:107795. [PMID: 33161371 DOI: 10.1016/j.jmgm.2020.107795] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 10/28/2020] [Accepted: 10/28/2020] [Indexed: 11/20/2022]
Abstract
Canonical transient receptor potential channel 5 (TRPC5) plays a key role in the regulation of central nervous system, cardiovascular system, kidney disease, cancer, and could be also involved in liver function, arthritis, diabetes-associated complications and so on. However, evidence of TRPC5 function on cellular or organismic levels is sparse. There is still a need for identifying novel and efficient TRPC5 channel modulators to study TRPC5 function. In this study, based on the hTRPC5 structure obtained by homology modeling and the predicted binding site, we have performed virtual screening of 212,736 compounds from the specs database(http://www.specs.net) to find potential hTRPC5 modulators. Lipinski and Veber rules, ADMET (Absorption, Distribution, Metabolism, Excretion, Toxicity) and PAINS (Pan Assay Interference structures) filters were used to screen the large database. Further, multi-software combination docking, cluster analysis and interaction analysis were used to select 20 potential active candidates with novel skeleton. 4 Hits, bearing appreciable binding affinity with hTRPC5 were selected for 40ns all-atom molecular dynamics (MD) simulations under explicit water conditions. The MD simulation results suggested that the 4 Hits binding induces a slight structural change and stabilizes the hTRPC5 structure. In addition, decomposition free energy demonstrated that residues TRP434, LEU437, MET438, ALA441, ILE484, ILE487, LEU488, LEU491, LEU515, ILE517, LEU518, LEU521, PHE531, THR607, VAL610, ILE611, VAL615 played the critical role on system stability. 4 Hits, as potential modulators of hTRPC5, may be potential leads to develop effective therapeutics hTRPC5-associated diseases.
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Affiliation(s)
- Bin Liu
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Wei Zhang
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, PR China
| | - Sheng Guo
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, PR China
| | - Zhili Zuo
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China.
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4
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Abstract
Drug design needs high-quality chemical probes for target validation, but the demands on chemical probes are largely different than those on drugs. Whereas therapeutic value and safety are main criteria for a drug evaluation, the chemical probe is influencing a biological target in a well-characterized way. Affinity, efficacy, selectivity and versatility in different read-outs are main criteria for chemical probes to test biochemical hypothesis and verify targets for new therapeutic approaches.
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Affiliation(s)
- Holger Stark
- Heinrich Heine University Düsseldorf, Institut fuer Pharmazeutische und Medizinische Chemie , Duesseldorf, Germany
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5
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6
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Olivés J, Mestres J. Closing the Gap Between Therapeutic Use and Mode of Action in Remedial Herbs. Front Pharmacol 2019; 10:1132. [PMID: 31632273 PMCID: PMC6785637 DOI: 10.3389/fphar.2019.01132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 08/30/2019] [Indexed: 12/17/2022] Open
Abstract
The ancient tradition of taking parts of a plant or preparing plant extracts for treating certain discomforts and maladies has long been lacking a scientific rationale to support its preparation and still widespread use in several parts of the world. In an attempt to address this challenge, we collected and integrated data connecting metabolites, plants, diseases, and proteins. A mechanistic hypothesis is generated when a metabolite is known to be present in a given plant, that plant is known to be used to treat a certain disease, that disease is known to be linked to the function of a given protein, and that protein is finally known or predicted to interact with the original metabolite. The construction of plant–protein networks from mutually connected metabolites and diseases facilitated the identification of plausible mechanisms of action for plants being used to treat analgesia, hypercholesterolemia, diarrhea, catarrh, and cough. Additional concrete examples using both experimentally known and computationally predicted, and subsequently experimentally confirmed, metabolite–protein interactions to close the connection circle between metabolites, plants, diseases, and proteins offered further proof of concept for the validity and scope of the approach to generate mode of action hypotheses for some of the therapeutic uses of remedial herbs.
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Affiliation(s)
- Joaquim Olivés
- Research Group on Systems Pharmacology, Research Programme on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute, Barcelona, Spain
| | - Jordi Mestres
- Research Group on Systems Pharmacology, Research Programme on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute, Barcelona, Spain.,Department of Experimental and Health Sciences, University Pompeu Fabra, Barcelona, Spain
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7
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Sharma S, Hopkins CR. Review of Transient Receptor Potential Canonical (TRPC5) Channel Modulators and Diseases. J Med Chem 2019; 62:7589-7602. [PMID: 30943030 DOI: 10.1021/acs.jmedchem.8b01954] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Transient receptor potential canonical (TRPC) channels are highly homologous, nonselective cation channels that form many homo- and heterotetrameric channels. These channels are highly abundant in the brain and kidney and have been implicated in numerous diseases, such as depression, addiction, and chronic kidney disease, among others. Historically, there have been very few selective modulators of the TRPC family in order to fully understand their role in disease despite their physiological significance. However, that has changed recently and there has been a significant increase in interest in this family of channels which has led to the emergence of selective tool compounds, and even preclinical drug candidates, over the past few years. This review will cover these new advancements in the discovery of TRPC modulators and the emergence of newly reported structural information which will undoubtedly lead to even greater advancements.
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Affiliation(s)
- Swagat Sharma
- Department of Pharmaceutical Sciences, College of Pharmacy , University of Nebraska Medical Center , Omaha , Nebraska 68198-6125 , United States
| | - Corey R Hopkins
- Department of Pharmaceutical Sciences, College of Pharmacy , University of Nebraska Medical Center , Omaha , Nebraska 68198-6125 , United States
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8
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Wood DJ, Lopez-Fernandez JD, Knight LE, Al-Khawaldeh I, Gai C, Lin S, Martin MP, Miller DC, Cano C, Endicott JA, Hardcastle IR, Noble MEM, Waring MJ. FragLites-Minimal, Halogenated Fragments Displaying Pharmacophore Doublets. An Efficient Approach to Druggability Assessment and Hit Generation. J Med Chem 2019; 62:3741-3752. [PMID: 30860382 DOI: 10.1021/acs.jmedchem.9b00304] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Identifying ligand binding sites on proteins is a critical step in target-based drug discovery. Current approaches to this require resource-intensive screening of large libraries of lead-like or fragment molecules. Here, we describe an efficient and effective experimental approach to mapping interaction sites using a set of halogenated compounds expressing paired hydrogen-bonding motifs, termed FragLites. The FragLites identify productive drug-like interactions, which are identified sensitively and unambiguously by X-ray crystallography, exploiting the anomalous scattering of the halogen substituent. This mapping of protein interaction surfaces provides an assessment of druggability and can identify efficient start points for the de novo design of hit molecules incorporating the interacting motifs. The approach is illustrated by mapping cyclin-dependent kinase 2, which successfully identifies orthosteric and allosteric sites. The hits were rapidly elaborated to develop efficient lead-like molecules. Hence, the approach provides a new method of identifying ligand sites, assessing tractability and discovering new leads.
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Affiliation(s)
- Daniel J Wood
- Northern Institute for Cancer Research, Medical School , Newcastle University , Paul O'Gorman Building, Framlington Place , Newcastle upon Tyne NE2 4HH , U.K
| | - J Daniel Lopez-Fernandez
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
| | - Leanne E Knight
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
| | - Islam Al-Khawaldeh
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
| | - Conghao Gai
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
| | - Shengying Lin
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
| | - Mathew P Martin
- Northern Institute for Cancer Research, Medical School , Newcastle University , Paul O'Gorman Building, Framlington Place , Newcastle upon Tyne NE2 4HH , U.K
| | - Duncan C Miller
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
| | - Céline Cano
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
| | - Jane A Endicott
- Northern Institute for Cancer Research, Medical School , Newcastle University , Paul O'Gorman Building, Framlington Place , Newcastle upon Tyne NE2 4HH , U.K
| | - Ian R Hardcastle
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
| | - Martin E M Noble
- Northern Institute for Cancer Research, Medical School , Newcastle University , Paul O'Gorman Building, Framlington Place , Newcastle upon Tyne NE2 4HH , U.K
| | - Michael J Waring
- Northern Institute for Cancer Research, Chemistry, School of Natural and Environmental Sciences , Newcastle University , Bedson Building , Newcastle upon Tyne NE1 7RU , U.K
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9
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Brennecke P, Rasina D, Aubi O, Herzog K, Landskron J, Cautain B, Vicente F, Quintana J, Mestres J, Stechmann B, Ellinger B, Brea J, Kolanowski JL, Pilarski R, Orzaez M, Pineda-Lucena A, Laraia L, Nami F, Zielenkiewicz P, Paruch K, Hansen E, von Kries JP, Neuenschwander M, Specker E, Bartunek P, Simova S, Leśnikowski Z, Krauss S, Lehtiö L, Bilitewski U, Brönstrup M, Taskén K, Jirgensons A, Lickert H, Clausen MH, Andersen JH, Vicent MJ, Genilloud O, Martinez A, Nazaré M, Fecke W, Gribbon P. EU-OPENSCREEN: A Novel Collaborative Approach to Facilitate Chemical Biology. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2019; 24:398-413. [PMID: 30616481 PMCID: PMC6764006 DOI: 10.1177/2472555218816276] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 10/11/2018] [Accepted: 11/08/2018] [Indexed: 12/27/2022]
Abstract
Compound screening in biological assays and subsequent optimization of hits is indispensable for the development of new molecular research tools and drug candidates. To facilitate such discoveries, the European Research Infrastructure EU-OPENSCREEN was founded recently with the support of its member countries and the European Commission. Its distributed character harnesses complementary knowledge, expertise, and instrumentation in the discipline of chemical biology from 20 European partners, and its open working model ensures that academia and industry can readily access EU-OPENSCREEN's compound collection, equipment, and generated data. To demonstrate the power of this collaborative approach, this perspective article highlights recent projects from EU-OPENSCREEN partner institutions. These studies yielded (1) 2-aminoquinazolin-4(3 H)-ones as potential lead structures for new antimalarial drugs, (2) a novel lipodepsipeptide specifically inducing apoptosis in cells deficient for the pVHL tumor suppressor, (3) small-molecule-based ROCK inhibitors that induce definitive endoderm formation and can potentially be used for regenerative medicine, (4) potential pharmacological chaperones for inborn errors of metabolism and a familiar form of acute myeloid leukemia (AML), and (5) novel tankyrase inhibitors that entered a lead-to-candidate program. Collectively, these findings highlight the benefits of small-molecule screening, the plethora of assay designs, and the close connection between screening and medicinal chemistry within EU-OPENSCREEN.
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Affiliation(s)
- Philip Brennecke
- EU-OPENSCREEN, Leibniz Research
Institute for Molecular Pharmacology, Berlin, Germany
| | - Dace Rasina
- Organic Synthesis Methodology Group,
Latvian Institute of Organic Synthesis, Riga, Latvia
| | - Oscar Aubi
- Department of Biomedicine, University of
Bergen, Bergen, Norway
| | - Katja Herzog
- EU-OPENSCREEN, Leibniz Research
Institute for Molecular Pharmacology, Berlin, Germany
| | - Johannes Landskron
- Centre for Molecular Medicine
Norway–Nordic EMBL Partnership, University of Oslo, Oslo, Norway
| | - Bastien Cautain
- Fundación MEDINA, Health Sciences
Technology Park, Granada, Spain
| | | | - Jordi Quintana
- Department of Experimental and Health
Sciences, Universitat Pompeu Fabra, Barcelona, Catalunya, Spain
| | - Jordi Mestres
- Department of Experimental and Health
Sciences, Universitat Pompeu Fabra, Barcelona, Catalunya, Spain
- IMIM Hospital del Mar Medical Research
Institute, Research Program on Biomedical Informatics (GRIB), Barcelona, Spain
| | - Bahne Stechmann
- EU-OPENSCREEN, Leibniz Research
Institute for Molecular Pharmacology, Berlin, Germany
| | - Bernhard Ellinger
- Fraunhofer Institute for Molecular
Biology and Applied Ecology IME, Screening Port, Hamburg, Germany
| | - Jose Brea
- Institute for Research in Molecular
Medicine and Chronic Diseases—BioFarma Research Group, University of Santiago de
Compostela, Santiago de Compostela, Spain
| | - Jacek L. Kolanowski
- Department of Molecular Probes and
Prodrugs, Institute of Bioorganic Chemistry—Polish Academy of Sciences, Poznan,
Poland
| | - Radosław Pilarski
- Department of Molecular Probes and
Prodrugs, Institute of Bioorganic Chemistry—Polish Academy of Sciences, Poznan,
Poland
| | - Mar Orzaez
- Screening Platform, Principe Felipe
Research Center, Valencia, Spain
| | | | - Luca Laraia
- Center for Nanomedicine and
Theranostics, Department of Chemistry, Technical University of Denmark, Lyngby,
Denmark
- Technical University of Denmark,
DK-OPENSCREEN, Lyngby, Denmark
| | - Faranak Nami
- Center for Nanomedicine and
Theranostics, Department of Chemistry, Technical University of Denmark, Lyngby,
Denmark
- Technical University of Denmark,
DK-OPENSCREEN, Lyngby, Denmark
| | - Piotr Zielenkiewicz
- Department of Bioinformatics,
Institute of Biochemistry and Biophysics—Polish Academy of Sciences, Warsaw,
Poland
| | - Kamil Paruch
- Department of Chemistry—CZ-OPENSCREEN,
Masaryk University, Brno, Czech Republic
| | - Espen Hansen
- The Arctic University of Norway,
University of Tromsø, Marbio, Tromsø, Norway
| | - Jens P. von Kries
- Screening Unit, Leibniz Research
Institute for Molecular Pharmacology, Berlin, Germany
| | - Martin Neuenschwander
- Screening Unit, Leibniz Research
Institute for Molecular Pharmacology, Berlin, Germany
| | - Edgar Specker
- Medicinal Chemistry Research Group,
Leibniz Research Institute for Molecular Pharmacology, Berlin, Germany
| | - Petr Bartunek
- Institute of Molecular Genetics of the
ASCR, CZ-OPENSCREEN, Prague, Czech Republic
| | - Sarka Simova
- Institute of Molecular Genetics of the
ASCR, CZ-OPENSCREEN, Prague, Czech Republic
| | - Zbigniew Leśnikowski
- Laboratory of Molecular Virology and
Biological Chemistry, Institute of Medical Biology—Polish Academy of Sciences, Łódź,
Poland
| | - Stefan Krauss
- Department of Immunology and
Transfusion Medicine, Oslo University Hospital, Oslo, Norway
- Hybrid Technology Hub—Centre of
Excellence—Institute of Basic Medical Sciences, University of Oslo, Oslo,
Norway
| | - Lari Lehtiö
- Faculty of Biochemistry and Molecular
Medicine—Biocenter Oulu, University of Oulu, Oulu, Finland
| | - Ursula Bilitewski
- Working Group Compound Profiling and
Screening, Helmholtz Centre for Infection Research, Brunswick, Germany
| | - Mark Brönstrup
- Department of Chemical Biology,
Helmholtz Centre for Infection Research, Brunswick, Germany
- German Center for Infection Research
(DZIF), partner site Hannover-Brunswick, Brunswick, Germany
| | - Kjetil Taskén
- Centre for Molecular Medicine
Norway–Nordic EMBL Partnership, University of Oslo, Oslo, Norway
- Department of Cancer
Immunology—Institute for Cancer Research, Oslo University Hospital, Oslo,
Norway
- K.G. Jebsen Centre for Cancer
Immunotherapy—Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- K.G. Jebsen Centre for B Cell
Malignancies—Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Aigars Jirgensons
- Organic Synthesis Methodology Group,
Latvian Institute of Organic Synthesis, Riga, Latvia
| | - Heiko Lickert
- Institute of Diabetes and Regeneration
Research, Helmholtz Centre Munich German Research Center for Environmental Health,
Neuherberg, Germany
| | - Mads H. Clausen
- Center for Nanomedicine and
Theranostics, Department of Chemistry, Technical University of Denmark, Lyngby,
Denmark
- Technical University of Denmark,
DK-OPENSCREEN, Lyngby, Denmark
| | | | - Maria J. Vicent
- Screening Platform, Principe Felipe
Research Center, Valencia, Spain
| | - Olga Genilloud
- Fundación MEDINA, Health Sciences
Technology Park, Granada, Spain
| | - Aurora Martinez
- Department of Biomedicine, University of
Bergen, Bergen, Norway
| | - Marc Nazaré
- Medicinal Chemistry Research Group,
Leibniz Research Institute for Molecular Pharmacology, Berlin, Germany
| | | | - Philip Gribbon
- Fraunhofer Institute for Molecular
Biology and Applied Ecology IME, Screening Port, Hamburg, Germany
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10
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Meyers J, Chessum NEA, Ali S, Mok NY, Wilding B, Pasqua AE, Rowlands M, Tucker MJ, Evans LE, Rye CS, O’Fee L, Le Bihan YV, Burke R, Carter M, Workman P, Blagg J, Brown N, van Montfort RLM, Jones K, Cheeseman MD. Privileged Structures and Polypharmacology within and between Protein Families. ACS Med Chem Lett 2018; 9:1199-1204. [PMID: 30613326 PMCID: PMC6295861 DOI: 10.1021/acsmedchemlett.8b00364] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 11/16/2018] [Indexed: 12/31/2022] Open
Abstract
Polypharmacology is often a key contributor to the efficacy of a drug, but is also a potential risk. We investigated two hits discovered via a cell-based phenotypic screen, the CDK9 inhibitor CCT250006 (1) and the pirin ligand CCT245232 (2), to establish methodology to elucidate their secondary protein targets. Using computational pocket-based analysis, we discovered intrafamily polypharmacology for our kinase inhibitor, despite little overall sequence identity. The interfamily polypharmacology of 2 with B-Raf was used to discover a novel pirin ligand from a very small but privileged compound library despite no apparent ligand or binding site similarity. Our data demonstrates that in areas of drug discovery where intrafamily polypharmacology is often an issue, ligand dissimilarity cannot necessarily be used to assume different off-target profiles and that understanding interfamily polypharmacology will be important in the future to reduce the risk of idiopathic toxicity and in the design of screening libraries.
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Affiliation(s)
- Joshua Meyers
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Nicola E. A. Chessum
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Salyha Ali
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - N. Yi Mok
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Birgit Wilding
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - A. Elisa Pasqua
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Martin Rowlands
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Michael J. Tucker
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Lindsay E. Evans
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Carl S. Rye
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Lisa O’Fee
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Yann-Vaï Le Bihan
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Rosemary Burke
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Michael Carter
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Paul Workman
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Julian Blagg
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Nathan Brown
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Rob L. M. van Montfort
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Keith Jones
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
| | - Matthew D. Cheeseman
- Cancer
Research UK Cancer Therapeutics Unit and Division of Structural Biology, The Institute of Cancer Research, London SW7 3RP, United Kingdom
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11
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Antolín AA, Mestres J. Dual Inhibitors of PARPs and ROCKs. ACS OMEGA 2018; 3:12707-12712. [PMID: 30411017 PMCID: PMC6210072 DOI: 10.1021/acsomega.8b02337] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 09/24/2018] [Indexed: 05/16/2023]
Abstract
Recent network and system biology analyses suggest that most complex diseases are regulated by robust and highly interconnected pathways that could be better modulated by small molecules binding to multiple biological targets. These pieces of evidence recently led to devote efforts on identifying single chemical entities that bind to two different disease-relevant targets. Here, we first predicted in silico and later confirmed in vitro that UPF 1069, a known bioactive poly(ADP-ribose) polymerase-1/2 (PARP1/2) molecule, and hydroxyfasudil, a known bioactive Rho-associated protein kinase-1/2 (ROCK1/2) molecule, have low-micromolar cross-affinity for ROCK1/2 and PARP1/2, respectively. These molecules can now be regarded as chemical seeds from which pharmacological tools could be generated to study the impact of dual inhibition of PARPs and ROCKs in preclinical models of a variety of complex diseases where both targets are involved.
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12
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Abstract
Small-molecule drug discovery can be viewed as a challenging multidimensional problem in which various characteristics of compounds - including efficacy, pharmacokinetics and safety - need to be optimized in parallel to provide drug candidates. Recent advances in areas such as microfluidics-assisted chemical synthesis and biological testing, as well as artificial intelligence systems that improve a design hypothesis through feedback analysis, are now providing a basis for the introduction of greater automation into aspects of this process. This could potentially accelerate time frames for compound discovery and optimization and enable more effective searches of chemical space. However, such approaches also raise considerable conceptual, technical and organizational challenges, as well as scepticism about the current hype around them. This article aims to identify the approaches and technologies that could be implemented robustly by medicinal chemists in the near future and to critically analyse the opportunities and challenges for their more widespread application.
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13
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Synthesis, pharmacological evaluation and molecular docking of pyranopyrazole-linked 1,4-dihydropyridines as potent positive inotropes. Mol Divers 2017; 21:533-546. [DOI: 10.1007/s11030-017-9738-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Accepted: 04/09/2017] [Indexed: 01/14/2023]
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14
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Abstract
The allure of phenotypic screening, combined with the industry preference for target-based approaches, has prompted the development of innovative chemical biology technologies that facilitate the identification of new therapeutic targets for accelerated drug discovery. A chemogenomic library is a collection of selective small-molecule pharmacological agents, and a hit from such a set in a phenotypic screen suggests that the annotated target or targets of that pharmacological agent may be involved in perturbing the observable phenotype. In this Review, we describe opportunities for chemogenomic screening to considerably expedite the conversion of phenotypic screening projects into target-based drug discovery approaches. Other applications are explored, including drug repositioning, predictive toxicology and the discovery of novel pharmacological modalities.
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15
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Butini S, Nikolic K, Kassel S, Brückmann H, Filipic S, Agbaba D, Gemma S, Brogi S, Brindisi M, Campiani G, Stark H. Polypharmacology of dopamine receptor ligands. Prog Neurobiol 2016; 142:68-103. [PMID: 27234980 DOI: 10.1016/j.pneurobio.2016.03.011] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Revised: 01/26/2016] [Accepted: 03/15/2016] [Indexed: 01/11/2023]
Abstract
Most neurological diseases have a multifactorial nature and the number of molecular mechanisms discovered as underpinning these diseases is continuously evolving. The old concept of developing selective agents for a single target does not fit with the medical need of most neurological diseases. The development of designed multiple ligands holds great promises and appears as the next step in drug development for the treatment of these multifactorial diseases. Dopamine and its five receptor subtypes are intimately involved in numerous neurological disorders. Dopamine receptor ligands display a high degree of cross interactions with many other targets including G-protein coupled receptors, transporters, enzymes and ion channels. For brain disorders like Parkinsońs disease, schizophrenia and depression the dopaminergic system, being intertwined with many other signaling systems, plays a key role in pathogenesis and therapy. The concept of designed multiple ligands and polypharmacology, which perfectly meets the therapeutic needs for these brain disorders, is herein discussed as a general ligand-based concept while focusing on dopaminergic agents and receptor subtypes in particular.
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Affiliation(s)
- S Butini
- Department of Biotechnology, Chemistry and Pharmacy, European Research Centre for Drug Discovery and Development, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
| | - K Nikolic
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11000 Belgrade, Serbia
| | - S Kassel
- Heinrich Heine University Duesseldorf, Institute of Pharmaceutical and Medicinal Chemistry, Universitaetsstr. 1, 40225 Duesseldorf, Germany
| | - H Brückmann
- Heinrich Heine University Duesseldorf, Institute of Pharmaceutical and Medicinal Chemistry, Universitaetsstr. 1, 40225 Duesseldorf, Germany
| | - S Filipic
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11000 Belgrade, Serbia
| | - D Agbaba
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11000 Belgrade, Serbia
| | - S Gemma
- Department of Biotechnology, Chemistry and Pharmacy, European Research Centre for Drug Discovery and Development, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
| | - S Brogi
- Department of Biotechnology, Chemistry and Pharmacy, European Research Centre for Drug Discovery and Development, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
| | - M Brindisi
- Department of Biotechnology, Chemistry and Pharmacy, European Research Centre for Drug Discovery and Development, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
| | - G Campiani
- Department of Biotechnology, Chemistry and Pharmacy, European Research Centre for Drug Discovery and Development, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
| | - H Stark
- Heinrich Heine University Duesseldorf, Institute of Pharmaceutical and Medicinal Chemistry, Universitaetsstr. 1, 40225 Duesseldorf, Germany.
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16
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Remez N, Garcia-Serna R, Vidal D, Mestres J. The In Vitro Pharmacological Profile of Drugs as a Proxy Indicator of Potential In Vivo Organ Toxicities. Chem Res Toxicol 2016; 29:637-48. [PMID: 26952164 DOI: 10.1021/acs.chemrestox.5b00470] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The potential of a drug to cause certain organ toxicities is somehow implicitly contained in its full pharmacological profile, provided the drug reaches and accumulates at the various organs where the different interacting proteins in its profile, both targets and off-targets, are expressed. Under this assumption, a computational approach was implemented to obtain a projected anatomical profile of a drug from its in vitro pharmacological profile linked to protein expression data across 47 organs. It was observed that the anatomical profiles obtained when using only the known primary targets of the drugs reflected roughly the intended organ targets. However, when both known and predicted secondary pharmacology was considered, the projected anatomical profiles of the drugs were able to clearly highlight potential organ off-targets. Accordingly, when applied to sets of drugs known to cause cardiotoxicity and hepatotoxicity, the approach is able to identify heart and liver, respectively, as the organs where the proteins in the pharmacological profile of the corresponding drugs are specifically expressed. When applied to a set of drugs linked to a risk of Torsades de Pointes, heart is again the organ clearly standing out from the rest and a potential protein profile hazard is proposed. The approach can be used as a proxy indicator of potential in vivo organ toxicities.
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Affiliation(s)
- Nikita Remez
- Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra, Parc de Recerca Biomèdica , Doctor Aiguader 88, 08003 Barcelona, Catalonia, Spain.,Chemotargets SL, Parc Científic de Barcelona, Baldiri Reixac 4 (TI-05A7), 08028 Barcelona, Catalonia, Spain
| | - Ricard Garcia-Serna
- Chemotargets SL, Parc Científic de Barcelona, Baldiri Reixac 4 (TI-05A7), 08028 Barcelona, Catalonia, Spain
| | - David Vidal
- Chemotargets SL, Parc Científic de Barcelona, Baldiri Reixac 4 (TI-05A7), 08028 Barcelona, Catalonia, Spain
| | - Jordi Mestres
- Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra, Parc de Recerca Biomèdica , Doctor Aiguader 88, 08003 Barcelona, Catalonia, Spain.,Chemotargets SL, Parc Científic de Barcelona, Baldiri Reixac 4 (TI-05A7), 08028 Barcelona, Catalonia, Spain
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17
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Varon Silva D. ECBS & ICBS 2015 Joint Meeting: Bringing Chemistry to Life. Chembiochem 2016; 17:447-52. [PMID: 26710339 DOI: 10.1002/cbic.201500684] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Indexed: 01/11/2023]
Abstract
The European Chemical Biology Society (ECBS) and the International Chemical Biology Society (ICBS) recently organized a joint meeting in Berlin. This meeting had more than 250 participants. Four keynote lectures were given by Timothy Mitchison, David Tirrell, Carolyn Bertozzi and Jason Chin; in addition there were 13 invited speakers, 20 selected oral talks and 30 talks selected from 90 posters. The meeting was divided into six topics: chemoproteomics, epigenetics, conjugates for target delivering, anti-infectives, molecular imaging and probing the structure, and function of post-translational modifications. The highlights of the meeting are presented in this report.
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Affiliation(s)
- Daniel Varon Silva
- Department of Biomolecular Systems, Max Planck Institute of Colloids and Interfaces, Am Muehlenberg 01, 14476, Potsdam, Germany.
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18
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Antolin AA, Workman P, Mestres J, Al-Lazikani B. Polypharmacology in Precision Oncology: Current Applications and Future Prospects. Curr Pharm Des 2016; 22:6935-6945. [PMID: 27669965 PMCID: PMC5403974 DOI: 10.2174/1381612822666160923115828] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Accepted: 09/19/2016] [Indexed: 02/08/2023]
Abstract
Over the past decade, a more comprehensive, large-scale approach to studying cancer genetics and biology has revealed the challenges of tumor heterogeneity, adaption, evolution and drug resistance, while systems-based pharmacology and chemical biology strategies have uncovered a much more complex interaction between drugs and the human proteome than was previously anticipated. In this mini-review we assess the progress and potential of drug polypharmacology in biomarker-driven precision oncology. Polypharmacology not only provides great opportunities for drug repurposing to exploit off-target effects in a new single-target indication but through simultaneous blockade of multiple targets or pathways offers exciting opportunities to slow, overcome or even prevent inherent or adaptive drug resistance. We highlight the many challenges associated with exploiting known or desired polypharmacology in drug design and development, and assess computational and experimental methods to uncover unknown polypharmacology. A comprehensive understanding of the intricate links between polypharmacology, efficacy and safety is urgently needed if we are to tackle the enduring challenge of cancer drug resistance and to fully exploit polypharmacology for the ultimate benefit of cancer patients.
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Affiliation(s)
- Albert A. Antolin
- Cancer Research UK Cancer Therapeutics Unit, Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
- Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra, Parc de Recerca Biomèdica, Barcelona, Catalonia, Spain
| | - Paul Workman
- Cancer Research UK Cancer Therapeutics Unit, Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Jordi Mestres
- Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra, Parc de Recerca Biomèdica, Barcelona, Catalonia, Spain
| | - Bissan Al-Lazikani
- Cancer Research UK Cancer Therapeutics Unit, Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
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19
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Pimentel-Elardo SM, Sørensen D, Ho L, Ziko M, Bueler SA, Lu S, Tao J, Moser A, Lee R, Agard D, Fairn G, Rubinstein JL, Shoichet BK, Nodwell JR. Activity-Independent Discovery of Secondary Metabolites Using Chemical Elicitation and Cheminformatic Inference. ACS Chem Biol 2015; 10:2616-23. [PMID: 26352211 DOI: 10.1021/acschembio.5b00612] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Most existing antibiotics were discovered through screens of environmental microbes, particularly the streptomycetes, for the capacity to prevent the growth of pathogenic bacteria. This "activity-guided screening" method has been largely abandoned because it repeatedly rediscovers those compounds that are highly expressed during laboratory culture. Most of these metabolites have already been biochemically characterized. However, the sequencing of streptomycete genomes has revealed a large number of "cryptic" secondary metabolic genes that are either poorly expressed in the laboratory or that have biological activities that cannot be discovered through standard activity-guided screens. Methods that reveal these uncharacterized compounds, particularly methods that are not biased in favor of the highly expressed metabolites, would provide direct access to a large number of potentially useful biologically active small molecules. To address this need, we have devised a discovery method in which a chemical elicitor called Cl-ARC is used to elevate the expression of cryptic biosynthetic genes. We show that the resulting change in product yield permits the direct discovery of secondary metabolites without requiring knowledge of their biological activity. We used this approach to identify three rare secondary metabolites and find that two of them target eukaryotic cells and not bacterial cells. In parallel, we report the first paired use of cheminformatic inference and chemical genetic epistasis in yeast to identify the target. In this way, we demonstrate that oxohygrolidin, one of the eukaryote-active compounds we identified through activity-independent screening, targets the V1 ATPase in yeast and human cells and secondarily HSP90.
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Affiliation(s)
- Sheila M. Pimentel-Elardo
- Department
of Biochemistry, Medical Sciences Building, University of Toronto, 1 King’s College Circle, Toronto, Ontario M5S 1A8, Canada
| | - Dan Sørensen
- Department
of Chemistry and Chemical Biology, McMaster University, 1280 Main
St. West, Hamilton, Ontario L8S 4M1, Canada
| | - Louis Ho
- Department
of Biochemistry, Medical Sciences Building, University of Toronto, 1 King’s College Circle, Toronto, Ontario M5S 1A8, Canada
| | - Mikaela Ziko
- Department
of Biochemistry and Biomedical Sciences, McMaster University, 1280 Main St. West, Hamilton, Ontario L8S 4M1, Canada
| | - Stephanie A. Bueler
- Molecular Structure & Function Program, The Hospital for Sick Children Research Institute, 686 Bay St., Toronto, Ontario M5G 0A4, Canada
| | - Stella Lu
- Keenan
Research Centre for Biomedical Sciences, St. Michael’s Hospital, 30 Bond St., Toronto, Ontario M5B 1W8, Canada
| | - Joe Tao
- Department of Biochemistry & Biophysics, University of California at San Francisco, Mission Bay, Genentech Hall 600 16th St., San Francisco, California 94158-2517, United States
| | - Arvin Moser
- Advanced Chemistry Development Inc., 8 King St. East, Suite 107, Toronto, Ontario M5C 1B5, Canada
| | - Richard Lee
- Advanced Chemistry Development Inc., 8 King St. East, Suite 107, Toronto, Ontario M5C 1B5, Canada
| | - David Agard
- Department of Biochemistry & Biophysics, University of California at San Francisco, Mission Bay, Genentech Hall 600 16th St., San Francisco, California 94158-2517, United States
| | - Greg Fairn
- Keenan
Research Centre for Biomedical Sciences, St. Michael’s Hospital, 30 Bond St., Toronto, Ontario M5B 1W8, Canada
| | - John L. Rubinstein
- Department
of Biochemistry, Medical Sciences Building, University of Toronto, 1 King’s College Circle, Toronto, Ontario M5S 1A8, Canada
- Molecular Structure & Function Program, The Hospital for Sick Children Research Institute, 686 Bay St., Toronto, Ontario M5G 0A4, Canada
| | - Brian K. Shoichet
- Department
of Pharmaceutical Chemistry, University of California, San Francisco, 1700 4th St., Byers Hall Suite 508D, San Francisco California 94158-2550, United States
| | - Justin R. Nodwell
- Department
of Biochemistry, Medical Sciences Building, University of Toronto, 1 King’s College Circle, Toronto, Ontario M5S 1A8, Canada
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20
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Garcia-Serna R, Vidal D, Remez N, Mestres J. Large-Scale Predictive Drug Safety: From Structural Alerts to Biological Mechanisms. Chem Res Toxicol 2015; 28:1875-87. [PMID: 26360911 DOI: 10.1021/acs.chemrestox.5b00260] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The recent explosion of data linking drugs, proteins, and pathways with safety events has promoted the development of integrative systems approaches to large-scale predictive drug safety. The added value of such approaches is that, beyond the traditional identification of potentially labile chemical fragments for selected toxicity end points, they have the potential to provide mechanistic insights for a much larger and diverse set of safety events in a statistically sound nonsupervised manner, based on the similarity to drug classes, the interaction with secondary targets, and the interference with biological pathways. The combined identification of chemical and biological hazards enhances our ability to assess the safety risk of bioactive small molecules with higher confidence than that using structural alerts only. We are still a very long way from reliably predicting drug safety, but advances toward gaining a better understanding of the mechanisms leading to adverse outcomes represent a step forward in this direction.
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Affiliation(s)
- Ricard Garcia-Serna
- Chemotargets SL , Parc Científic de Barcelona, Baldiri Reixac 4 (TI-05A7), 08028 Barcelona, Catalonia, Spain
| | - David Vidal
- Chemotargets SL , Parc Científic de Barcelona, Baldiri Reixac 4 (TI-05A7), 08028 Barcelona, Catalonia, Spain
| | - Nikita Remez
- Chemotargets SL , Parc Científic de Barcelona, Baldiri Reixac 4 (TI-05A7), 08028 Barcelona, Catalonia, Spain.,Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra , Parc de Recerca Biomèdica, Doctor Aiguader 88, 08003 Barcelona, Catalonia, Spain
| | - Jordi Mestres
- Chemotargets SL , Parc Científic de Barcelona, Baldiri Reixac 4 (TI-05A7), 08028 Barcelona, Catalonia, Spain.,Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra , Parc de Recerca Biomèdica, Doctor Aiguader 88, 08003 Barcelona, Catalonia, Spain
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21
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Rodrigues T, Reker D, Kunze J, Schneider P, Schneider G. Revealing the Macromolecular Targets of Fragment-Like Natural Products. Angew Chem Int Ed Engl 2015. [DOI: 10.1002/anie.201504241] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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22
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Rodrigues T, Reker D, Kunze J, Schneider P, Schneider G. Revealing the Macromolecular Targets of Fragment-Like Natural Products. Angew Chem Int Ed Engl 2015. [DOI: 10.1002/ange.201504241] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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23
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Zhu Y, Lu Y, Qu C, Miller M, Tian J, Thakur DP, Zhu J, Deng Z, Hu X, Wu M, McManus OB, Li M, Hong X, Zhu MX, Luo HR. Identification and optimization of 2-aminobenzimidazole derivatives as novel inhibitors of TRPC4 and TRPC5 channels. Br J Pharmacol 2015; 172:3495-509. [PMID: 25816897 DOI: 10.1111/bph.13140] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Revised: 02/16/2015] [Accepted: 03/18/2015] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND AND PURPOSE Transient receptor potential canonical (TRPC) channels play important roles in a broad array of physiological functions and are involved in various diseases. However, due to a lack of potent subtype-specific inhibitors the exact roles of TRPC channels in physiological and pathophysiological conditions have not been elucidated. EXPERIMENTAL APPROACH Using fluorescence membrane potential and Ca(2+) assays and electrophysiological recordings, we characterized new 2-aminobenzimidazole-based small molecule inhibitors of TRPC4 and TRPC5 channels identified from cell-based fluorescence high-throughput screening. KEY RESULTS The original compound, M084, was a potent inhibitor of both TRPC4 and TRPC5, but was also a weak inhibitor of TRPC3. Structural modifications of the lead compound resulted in the identification of analogues with improved potency and selectivity for TRPC4 and TRPC5 channels. The aminobenzimidazole derivatives rapidly inhibited the TRPC4- and TRPC5-mediated currents when applied from the extracellular side and this inhibition was independent of the mode of activation of these channels. The compounds effectively blocked the plateau potential mediated by TRPC4-containing channels in mouse lateral septal neurons, but did not affect the activity of heterologously expressed TRPA1, TRPM8, TRPV1 or TRPV3 channels or that of the native voltage-gated Na(+) , K(+) and Ca(2) (+) channels in dissociated neurons. CONCLUSIONS AND IMPLICATIONS The TRPC4/C5-selective inhibitors developed here represent novel and useful pharmaceutical tools for investigation of physiological and pathophysiological functions of TRPC4/C5 channels.
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Affiliation(s)
- Yingmin Zhu
- Department of Integrative Biology and Pharmacology, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Yungang Lu
- Department of Integrative Biology and Pharmacology, The University of Texas Health Science Center at Houston, Houston, TX, USA.,The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Chunrong Qu
- State Key Laboratory of Virology, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Wuhan University), Ministry of Education, Wuhan University School of Pharmaceutical Sciences, Wuhan, Hubei, China
| | - Melissa Miller
- Department of Neuroscience, High Throughput Biology Center and Johns Hopkins Ion Channel Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jinbin Tian
- Department of Integrative Biology and Pharmacology, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Dhananjay P Thakur
- Department of Integrative Biology and Pharmacology, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Jinmei Zhu
- State Key Laboratory of Virology, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Wuhan University), Ministry of Education, Wuhan University School of Pharmaceutical Sciences, Wuhan, Hubei, China
| | - Zixin Deng
- State Key Laboratory of Virology, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Wuhan University), Ministry of Education, Wuhan University School of Pharmaceutical Sciences, Wuhan, Hubei, China
| | - Xianming Hu
- The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Meng Wu
- Department of Neuroscience, High Throughput Biology Center and Johns Hopkins Ion Channel Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Owen B McManus
- Department of Neuroscience, High Throughput Biology Center and Johns Hopkins Ion Channel Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Min Li
- Department of Neuroscience, High Throughput Biology Center and Johns Hopkins Ion Channel Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Xuechuan Hong
- State Key Laboratory of Virology, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Wuhan University), Ministry of Education, Wuhan University School of Pharmaceutical Sciences, Wuhan, Hubei, China
| | - Michael X Zhu
- Department of Integrative Biology and Pharmacology, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Huai-Rong Luo
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, The Chinese Academy of Sciences, Kunming, Yunnan, China
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24
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Baell JB. Screening-based translation of public research encounters painful problems. ACS Med Chem Lett 2015; 6:229-34. [PMID: 25941544 DOI: 10.1021/acsmedchemlett.5b00032] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Indexed: 12/22/2022] Open
Abstract
Whether identified through high throughput screening or in silico screening, and whether target-based or phenotypic, sets of hits will contain chemical con artists. Such pan-assay interference compounds (PAINS) and other subversive compounds continue to pollute the scientific literature. There are several angles of attack to aid identification of such nonprogressable molecules. One of these rules above all, and this is a demonstration of genuine structure-activity relationships. Recognition of this, which will require a greater effort in medicinal chemistry, will be of general benefit.
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Affiliation(s)
- Jonathan B. Baell
- Monash Institute of Pharmaceutical
Sciences, Monash University, Parkville, Victoria 3052, Australia
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25
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Lipinski CA, Litterman NK, Southan C, Williams AJ, Clark AM, Ekins S. Parallel worlds of public and commercial bioactive chemistry data. J Med Chem 2014; 58:2068-76. [PMID: 25415348 PMCID: PMC4360371 DOI: 10.1021/jm5011308] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
![]()
The
availability of structures and linked bioactivity data in databases
is powerfully enabling for drug discovery and chemical biology. However,
we now review some confounding issues with the divergent expansions
of public and commercial sources of chemical structures. These are
associated with not only expanding patent extraction but also increasingly
large vendor collections amassed via different selection criteria
between SciFinder from Chemical Abstracts Service (CAS) and major
public sources such as PubChem, ChemSpider, UniChem, and others. These
increasingly massive collections may include both real and virtual
compounds, as well as so-called prophetic compounds from patents.
We address a range of issues raised by the challenges faced resolving
the NIH probe compounds. In addition we highlight the confounding
of prior-art searching by virtual compounds that could impact the
composition of matter patentability of a new medicinal chemistry lead.
Finally, we propose some potential solutions.
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Affiliation(s)
- Christopher A Lipinski
- Christopher A. Lipinski, Ph.D., LLC , 10 Connshire Drive, Waterford, Connecticut 06385-4122, United States
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