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Pinto MF, Sirina J, Holliday ND, McWhirter CL. High-throughput kinetics in drug discovery. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2024; 29:100170. [PMID: 38964171 DOI: 10.1016/j.slasd.2024.100170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 05/21/2024] [Accepted: 06/17/2024] [Indexed: 07/06/2024]
Abstract
The importance of a drug's kinetic profile and interplay of structure-kinetic activity with PK/PD has long been appreciated in drug discovery. However, technical challenges have often limited detailed kinetic characterization of compounds to the latter stages of projects. This review highlights the advances that have been made in recent years in techniques, instrumentation, and data analysis to increase the throughput of detailed kinetic and mechanistic characterization, enabling its application earlier in the drug discovery process.
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Affiliation(s)
- Maria Filipa Pinto
- Artios Pharma Ltd, B940, Babraham Research Campus, Cambridge CB22 3FH, United Kingdom
| | - Julija Sirina
- Excellerate Bioscience Ltd, 21 The Triangle, NG2 Business Park, Nottingham, NG2 1AE, United Kingdom
| | - Nicholas D Holliday
- Excellerate Bioscience Ltd, 21 The Triangle, NG2 Business Park, Nottingham, NG2 1AE, United Kingdom; School of Life Sciences, The Medical School, University of Nottingham, Nottingham, NG7 2UH, United Kingdom
| | - Claire L McWhirter
- Artios Pharma Ltd, B940, Babraham Research Campus, Cambridge CB22 3FH, United Kingdom.
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2
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IJzerman AP, Jacobson KA, Müller CE, Cronstein BN, Cunha RA. International Union of Basic and Clinical Pharmacology. CXII: Adenosine Receptors: A Further Update. Pharmacol Rev 2022; 74:340-372. [PMID: 35302044 PMCID: PMC8973513 DOI: 10.1124/pharmrev.121.000445] [Citation(s) in RCA: 70] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Our previous International Union of Basic and Clinical Pharmacology report on the nomenclature and classification of adenosine receptors (2011) contained a number of emerging developments with respect to this G protein-coupled receptor subfamily, including protein structure, protein oligomerization, protein diversity, and allosteric modulation by small molecules. Since then, a wealth of new data and results has been added, allowing us to explore novel concepts such as target binding kinetics and biased signaling of adenosine receptors, to examine a multitude of receptor structures and novel ligands, to gauge new pharmacology, and to evaluate clinical trials with adenosine receptor ligands. This review should therefore be considered a further update of our previous reports from 2001 and 2011. SIGNIFICANCE STATEMENT: Adenosine receptors (ARs) are of continuing interest for future treatment of chronic and acute disease conditions, including inflammatory diseases, neurodegenerative afflictions, and cancer. The design of AR agonists ("biased" or not) and antagonists is largely structure based now, thanks to the tremendous progress in AR structural biology. The A2A- and A2BAR appear to modulate the immune response in tumor biology. Many clinical trials for this indication are ongoing, whereas an A2AAR antagonist (istradefylline) has been approved as an anti-Parkinson agent.
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Affiliation(s)
- Adriaan P IJzerman
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (A.P.IJ.); National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Molecular Recognition Section, Bethesda, Maryland (K.A.J.); Universität Bonn, Bonn, Germany (C.E.M.); New York University School of Medicine, New York, New York (B.N.C.); and Center for Neurosciences and Cell Biology and Faculty of Medicine, University of Coimbra, Coimbra, Portugal (R.A.C.)
| | - Kenneth A Jacobson
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (A.P.IJ.); National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Molecular Recognition Section, Bethesda, Maryland (K.A.J.); Universität Bonn, Bonn, Germany (C.E.M.); New York University School of Medicine, New York, New York (B.N.C.); and Center for Neurosciences and Cell Biology and Faculty of Medicine, University of Coimbra, Coimbra, Portugal (R.A.C.)
| | - Christa E Müller
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (A.P.IJ.); National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Molecular Recognition Section, Bethesda, Maryland (K.A.J.); Universität Bonn, Bonn, Germany (C.E.M.); New York University School of Medicine, New York, New York (B.N.C.); and Center for Neurosciences and Cell Biology and Faculty of Medicine, University of Coimbra, Coimbra, Portugal (R.A.C.)
| | - Bruce N Cronstein
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (A.P.IJ.); National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Molecular Recognition Section, Bethesda, Maryland (K.A.J.); Universität Bonn, Bonn, Germany (C.E.M.); New York University School of Medicine, New York, New York (B.N.C.); and Center for Neurosciences and Cell Biology and Faculty of Medicine, University of Coimbra, Coimbra, Portugal (R.A.C.)
| | - Rodrigo A Cunha
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (A.P.IJ.); National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Molecular Recognition Section, Bethesda, Maryland (K.A.J.); Universität Bonn, Bonn, Germany (C.E.M.); New York University School of Medicine, New York, New York (B.N.C.); and Center for Neurosciences and Cell Biology and Faculty of Medicine, University of Coimbra, Coimbra, Portugal (R.A.C.)
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3
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Functional approaches to the study of G-protein-coupled receptors in postmortem brain tissue: [ 35S]GTPγS binding assays combined with immunoprecipitation. Pharmacol Rep 2021; 73:1079-1095. [PMID: 33876404 DOI: 10.1007/s43440-021-00253-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 03/16/2021] [Accepted: 03/19/2021] [Indexed: 10/21/2022]
Abstract
G-protein-coupled receptors (GPCRs) have an enormous biochemical importance as they bind to diverse extracellular ligands and regulate a variety of physiological and pathological responses. G-protein activation measures the functional consequence of receptor occupancy at one of the earliest receptor-mediated events. Receptor coupling to G-proteins promotes the GDP/GTP exchange on Gα subunits. Thus, modulation of the binding of the poorly hydrolysable GTP analog [35S]GTPγS to the Gα-protein subunit can be used as a functional approach to quantify GPCR interaction with agonist, antagonist or inverse agonist drugs. In order to determine receptor-mediated selective activation of the different Gα-proteins, [35S]GTPγS binding assays combined with immunodetection by specific antibodies have been developed and applied to physiological and pathological brain conditions. Currently, immunoprecipitation with magnetic beads and scintillation proximity assays are the most habitual techniques for this purpose. The present review summarizes the different procedures, advantages and limitations of the [35S]GTPγS binding assays combined with selective Gα-protein sequestration methods. Experience of functional coupling of several GPCRs to different Gα-proteins and recommendations for optimal performance in brain membranes are described. One of the biggest opportunities opened by these techniques is that they enable evaluation of biased agonism in the native tissue, which results in high interest in drug discovery. The available results derived from application of these functional methodologies to study GPCR dysfunctions in neuro-psychiatric disorders are also described. In conclusion, [35S]GTPγS binding combined with antibody-mediated immunodetection represents an useful method to separately evaluate the functional activity of drugs acting on GPCRs over each Gα-protein subtype.
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Mohr F, Hurrle T, Burggraaff L, Langer L, Bemelmans MP, Knab M, Nieger M, van Westen GJP, Heitman LH, Bräse S. Synthesis and SAR evaluation of coumarin derivatives as potent cannabinoid receptor agonists. Eur J Med Chem 2021; 220:113354. [PMID: 33915369 DOI: 10.1016/j.ejmech.2021.113354] [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: 10/06/2020] [Revised: 03/01/2021] [Accepted: 03/01/2021] [Indexed: 11/17/2022]
Abstract
We report the development and extensive structure-activity relationship evaluation of a series of modified coumarins as cannabinoid receptor ligands. In radioligand, and [35S]GTPγS binding assays the CB receptor binding affinities and efficacies of the new ligands were determined. Furthermore, we used a ligand-based docking approach to validate the empirical observed results. In conclusion, several crucial structural requirements were identified. The most potent coumarins like 3-butyl-7-(1-butylcyclopentyl)-5-hydroxy-2H-chromen-2-one (36b, Ki CB2 13.7 nM, EC50 18 nM), 7-(1-butylcyclohexyl)-5-hydroxy-3-propyl-2H-chromen-2-one (39b, Ki CB2 6.5 nM, EC50 4.51 nM) showed a CB2 selective agonistic profile with low nanomolar affinities.
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Affiliation(s)
- Florian Mohr
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131, Karlsruhe, Germany; Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333CC, Leiden, the Netherlands
| | - Thomas Hurrle
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131, Karlsruhe, Germany; Institute of Biological and Chemical Systems - Functional Molecular Systems, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344, Eggenstein-Leopoldshafen, Germany
| | - Lindsey Burggraaff
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333CC, Leiden, the Netherlands
| | - Lukas Langer
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131, Karlsruhe, Germany
| | - Martijn P Bemelmans
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333CC, Leiden, the Netherlands
| | - Maximilian Knab
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131, Karlsruhe, Germany
| | - Martin Nieger
- Department of Chemistry, University of Helsinki, P.O. Box 55 (A. I. Virtasen Aukio 1), 00014, Finland
| | - Gerard J P van Westen
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333CC, Leiden, the Netherlands
| | - Laura H Heitman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333CC, Leiden, the Netherlands.
| | - Stefan Bräse
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131, Karlsruhe, Germany; Institute of Biological and Chemical Systems - Functional Molecular Systems, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344, Eggenstein-Leopoldshafen, Germany.
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5
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Yang X, Heitman LH, IJzerman AP, van der Es D. Molecular probes for the human adenosine receptors. Purinergic Signal 2021; 17:85-108. [PMID: 33313997 PMCID: PMC7954947 DOI: 10.1007/s11302-020-09753-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 11/01/2020] [Indexed: 11/29/2022] Open
Abstract
Adenosine receptors, G protein-coupled receptors (GPCRs) that are activated by the endogenous ligand adenosine, have been considered potential therapeutic targets in several disorders. To date however, only very few adenosine receptor modulators have made it to the market. Increased understanding of these receptors is required to improve the success rate of adenosine receptor drug discovery. To improve our understanding of receptor structure and function, over the past decades, a diverse array of molecular probes has been developed and applied. These probes, including radioactive or fluorescent moieties, have proven invaluable in GPCR research in general. Specifically for adenosine receptors, the development and application of covalent or reversible probes, whether radiolabeled or fluorescent, have been instrumental in the discovery of new chemical entities, the characterization and interrogation of adenosine receptor subtypes, and the study of adenosine receptor behavior in physiological and pathophysiological conditions. This review summarizes these applications, and also serves as an invitation to walk another mile to further improve probe characteristics and develop additional tags that allow the investigation of adenosine receptors and other GPCRs in even finer detail.
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Affiliation(s)
- Xue Yang
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Laura H. Heitman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Adriaan P. IJzerman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Daan van der Es
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
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6
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Errasti-Murugarren E, Bartoccioni P, Palacín M. Membrane Protein Stabilization Strategies for Structural and Functional Studies. MEMBRANES 2021; 11:membranes11020155. [PMID: 33671740 PMCID: PMC7926488 DOI: 10.3390/membranes11020155] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 02/15/2021] [Accepted: 02/18/2021] [Indexed: 02/07/2023]
Abstract
Accounting for nearly two-thirds of known druggable targets, membrane proteins are highly relevant for cell physiology and pharmacology. In this regard, the structural determination of pharmacologically relevant targets would facilitate the intelligent design of new drugs. The structural biology of membrane proteins is a field experiencing significant growth as a result of the development of new strategies for structure determination. However, membrane protein preparation for structural studies continues to be a limiting step in many cases due to the inherent instability of these molecules in non-native membrane environments. This review describes the approaches that have been developed to improve membrane protein stability. Membrane protein mutagenesis, detergent selection, lipid membrane mimics, antibodies, and ligands are described in this review as approaches to facilitate the production of purified and stable membrane proteins of interest for structural and functional studies.
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Affiliation(s)
- Ekaitz Errasti-Murugarren
- Laboratory of Amino acid Transporters and Disease, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10, 08028 Barcelona, Spain;
- CIBERER (Centro Español en Red de Biomedicina de Enfermedades Raras), 28029 Barcelona, Spain
- Correspondence: (E.E.-M.); (M.P.)
| | - Paola Bartoccioni
- Laboratory of Amino acid Transporters and Disease, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10, 08028 Barcelona, Spain;
- CIBERER (Centro Español en Red de Biomedicina de Enfermedades Raras), 28029 Barcelona, Spain
| | - Manuel Palacín
- Laboratory of Amino acid Transporters and Disease, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10, 08028 Barcelona, Spain;
- CIBERER (Centro Español en Red de Biomedicina de Enfermedades Raras), 28029 Barcelona, Spain
- Department of Biochemistry and Molecular Biomedicine, Universitat de Barcelona, 08028 Barcelona, Spain
- Correspondence: (E.E.-M.); (M.P.)
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7
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Wan S, Potterton A, Husseini FS, Wright DW, Heifetz A, Malawski M, Townsend-Nicholson A, Coveney PV. Hit-to-lead and lead optimization binding free energy calculations for G protein-coupled receptors. Interface Focus 2020; 10:20190128. [PMID: 33178414 PMCID: PMC7653344 DOI: 10.1098/rsfs.2019.0128] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/06/2020] [Indexed: 12/13/2022] Open
Abstract
We apply the hit-to-lead ESMACS (enhanced sampling of molecular dynamics with approximation of continuum solvent) and lead-optimization TIES (thermodynamic integration with enhanced sampling) methods to compute the binding free energies of a series of ligands at the A1 and A2A adenosine receptors, members of a subclass of the GPCR (G protein-coupled receptor) superfamily. Our predicted binding free energies, calculated using ESMACS, show a good correlation with previously reported experimental values of the ligands studied. Relative binding free energies, calculated using TIES, accurately predict experimentally determined values within a mean absolute error of approximately 1 kcal mol-1. Our methodology may be applied widely within the GPCR superfamily and to other small molecule-receptor protein systems.
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Affiliation(s)
- Shunzhou Wan
- Centre for Computational Science, Department of Chemistry, University College London, London WC1H 0AJ, UK
| | - Andrew Potterton
- Institute of Structural and Molecular Biology, Research Department of Structural and Molecular Biology, Division of Biosciences, University College London, London WC1E 6BT, UK
| | - Fouad S. Husseini
- Centre for Computational Science, Department of Chemistry, University College London, London WC1H 0AJ, UK
| | - David W. Wright
- Centre for Computational Science, Department of Chemistry, University College London, London WC1H 0AJ, UK
| | - Alexander Heifetz
- Institute of Structural and Molecular Biology, Research Department of Structural and Molecular Biology, Division of Biosciences, University College London, London WC1E 6BT, UK
- Evotec (UK) Ltd, 114 Innovation Drive, Milton Park, Abingdon OX14 4RZ, UK
| | - Maciej Malawski
- ACK Cyfronet, AGH University of Science and Technology, Nawojki 11, 30-950, Kraków, Poland
| | - Andrea Townsend-Nicholson
- Institute of Structural and Molecular Biology, Research Department of Structural and Molecular Biology, Division of Biosciences, University College London, London WC1E 6BT, UK
| | - Peter V. Coveney
- Centre for Computational Science, Department of Chemistry, University College London, London WC1H 0AJ, UK
- Computational Science Laboratory, Institute for Informatics, Faculty of Science, University of Amsterdam, 1098XH Amsterdam, The Netherlands
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Yang X, Dilweg MA, Osemwengie D, Burggraaff L, van der Es D, Heitman LH, IJzerman AP. Design and pharmacological profile of a novel covalent partial agonist for the adenosine A 1 receptor. Biochem Pharmacol 2020; 180:114144. [PMID: 32653590 DOI: 10.1016/j.bcp.2020.114144] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 07/03/2020] [Accepted: 07/07/2020] [Indexed: 12/29/2022]
Abstract
Partial agonists for G protein-coupled receptors (GPCRs) provide opportunities for novel pharmacotherapies with enhanced on-target safety compared to full agonists. For the human adenosine A1 receptor (hA1AR) this has led to the discovery of capadenoson, which has been in phase IIa clinical trials for heart failure. Accordingly, the design and profiling of novel hA1AR partial agonists has become an important research focus. In this study, we report on LUF7746, a capadenoson derivative bearing an electrophilic fluorosulfonyl moiety, as an irreversibly binding hA1AR modulator. Meanwhile, a nonreactive ligand bearing a methylsulfonyl moiety, LUF7747, was designed as a control probe in our study. In a radioligand binding assay, LUF7746's apparent affinity increased to nanomolar range with longer pre-incubation time, suggesting an increasing level of covalent binding over time. Moreover, compared to the reference full agonist CPA, LUF7746 was a partial agonist in a hA1AR-mediated G protein activation assay and resistant to blockade with an antagonist/inverse agonist. An in silico structure-based docking study combined with site-directed mutagenesis of the hA1AR demonstrated that amino acid Y2717.36 was the primary anchor point for the covalent interaction. Additionally, a label-free whole-cell assay was set up to identify LUF7746's irreversible activation of an A1 receptor-mediated cell morphological response. These results led us to conclude that LUF7746 is a novel covalent hA1AR partial agonist and a valuable chemical probe for further mapping the receptor activation process. It may also serve as a prototype for a therapeutic approach in which a covalent partial agonist may cause less on-target side effects, conferring enhanced safety compared to a full agonist.
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Affiliation(s)
- Xue Yang
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300RA Leiden, The Netherlands
| | - Majlen A Dilweg
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300RA Leiden, The Netherlands
| | - Dion Osemwengie
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300RA Leiden, The Netherlands
| | - Lindsey Burggraaff
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300RA Leiden, The Netherlands
| | - Daan van der Es
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300RA Leiden, The Netherlands
| | - Laura H Heitman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300RA Leiden, The Netherlands
| | - Adriaan P IJzerman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300RA Leiden, The Netherlands.
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Huang S, Chen L, Mei H, Zhang D, Shi T, Kuang Z, Heng Y, Xu L, Pan X. In Silico Prediction of the Dissociation Rate Constants of Small Chemical Ligands by 3D-Grid-Based VolSurf Method. Int J Mol Sci 2020; 21:ijms21072456. [PMID: 32252223 PMCID: PMC7177943 DOI: 10.3390/ijms21072456] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 03/30/2020] [Indexed: 12/26/2022] Open
Abstract
Accumulated evidence suggests that binding kinetic properties—especially dissociation rate constant or drug-target residence time—are crucial factors affecting drug potency. However, quantitative prediction of kinetic properties has always been a challenging task in drug discovery. In this study, the VolSurf method was successfully applied to quantitatively predict the koff values of the small ligands of heat shock protein 90α (HSP90α), adenosine receptor (AR) and p38 mitogen-activated protein kinase (p38 MAPK). The results showed that few VolSurf descriptors can efficiently capture the key ligand surface properties related to dissociation rate; the resulting models demonstrated to be extremely simple, robust and predictive in comparison with available prediction methods. Therefore, it can be concluded that the VolSurf-based prediction method can be widely applied in the ligand-receptor binding kinetics and de novo drug design researches.
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Affiliation(s)
- Shuheng Huang
- Key Laboratory of Biorheological Science and Technology (Ministry of Education), Chongqing University, Chongqing 400044, China; (S.H.); (L.C.)
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
| | - Linxin Chen
- Key Laboratory of Biorheological Science and Technology (Ministry of Education), Chongqing University, Chongqing 400044, China; (S.H.); (L.C.)
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
| | - Hu Mei
- Key Laboratory of Biorheological Science and Technology (Ministry of Education), Chongqing University, Chongqing 400044, China; (S.H.); (L.C.)
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
- Correspondence: (H.M.); (X.P.); Tel.: +86-23-65112677 (H.M.)
| | - Duo Zhang
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
| | - Tingting Shi
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
| | - Zuyin Kuang
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
| | - Yu Heng
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
| | - Lei Xu
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
| | - Xianchao Pan
- College of Bioengineering, Chongqing University, Chongqing 400044, China; (D.Z.); (T.S.); (Z.K.); (Y.H.); (L.X.)
- Department of Medicinal Chemistry, College of Pharmacy, Southwest Medical University, Luzhou 646000, China
- Correspondence: (H.M.); (X.P.); Tel.: +86-23-65112677 (H.M.)
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10
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van der Velden WJC, Heitman LH, Rosenkilde MM. Perspective: Implications of Ligand-Receptor Binding Kinetics for Therapeutic Targeting of G Protein-Coupled Receptors. ACS Pharmacol Transl Sci 2020; 3:179-189. [PMID: 32296761 DOI: 10.1021/acsptsci.0c00012] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Indexed: 12/16/2022]
Abstract
The concept of ligand-receptor binding kinetics has been broadly applied in drug development pipelines focusing on G protein-coupled receptors (GPCRs). The ligand residence time (RT) for a receptor describes how long a ligand-receptor complex exists, and is defined as the reciprocal of the dissociation rate constant (k off). RT has turned out to be a valuable parameter for GPCR researchers focusing on drug development as a good predictor of in vivo efficacy. The positive correlation between RT and in vivo efficacy has been established for several drugs targeting class A GPCRs (e.g., the neurokinin-1 receptor (NK1R), the β2 adrenergic receptor (β2AR), and the muscarinic 3 receptor (M3R)) and for drugs targeting class B1 (e.g., the glucagon-like peptide 1 receptor (GLP-1R)). Recently, the association rate constant (k on) has gained similar attention as another parameter affecting in vivo efficacy. In the current perspective, we address the importance of studying ligand-receptor binding kinetics for therapeutic targeting of GPCRs, with an emphasis on how binding kinetics can be altered by subtle molecular changes in the ligands and/or the receptors and how such changes affect treatment outcome. Moreover, we speculate on the impact of binding kinetic parameters for functional selectivity and sustained receptor signaling from endosomal compartments; phenomena that have gained increasing interest in attempts to improve therapeutic targeting of GPCRs.
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Affiliation(s)
- Wijnand J C van der Velden
- Laboratory for Molecular Pharmacology, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen DK 2200, Denmark
| | - Laura H Heitman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Leiden 2333 CC, The Netherlands
| | - Mette M Rosenkilde
- Laboratory for Molecular Pharmacology, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen DK 2200, Denmark
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11
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The importance of target binding kinetics for measuring target binding affinity in drug discovery: a case study from a CRF1 receptor antagonist program. Drug Discov Today 2020; 25:7-14. [DOI: 10.1016/j.drudis.2019.09.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Revised: 08/16/2019] [Accepted: 09/13/2019] [Indexed: 12/28/2022]
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12
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Georgi V, Dubrovskiy A, Steigele S, Fernández-Montalván AE. Considerations for improved performance of competition association assays analysed with the Motulsky-Mahan's "kinetics of competitive binding" model. Br J Pharmacol 2019; 176:4731-4744. [PMID: 31444916 PMCID: PMC7029771 DOI: 10.1111/bph.14841] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Revised: 06/26/2019] [Accepted: 08/07/2019] [Indexed: 12/29/2022] Open
Abstract
Background and Purpose Target engagement dynamics can influence drugs' pharmacological effects. Kinetic parameters for drug:target interactions are often quantified by evaluating competition association experiments—measuring simultaneous protein binding of labelled tracers and unlabelled test compounds over time—with Motulsky–Mahan's “kinetics of competitive binding” model. Despite recent technical improvements, the current assay formats impose practical limitations to this approach. This study aims at the characterisation, understanding and prevention of these experimental constraints, and associated analytical challenges. Experimental Approach Monte Carlo simulations were used to run virtual kinetic and equilibrium tracer binding and competition experiments in both normal and perturbed assay conditions. Data were fitted to standard equations derived from the mass action law (including Motulsky–Mahan's) and to extended versions aiming to cope with frequently observed deviations of the canonical traces. Results were compared to assess the precision and accuracy of these models and identify experimental factors influencing their performance. Key Results Key factors influencing the precision and accuracy of the Motulsky–Mahan model are the interplay between compound dissociation rates, measurement time and interval frequency, tracer concentration and binding kinetics and the relative abundance of equilibrium complexes in vehicle controls. Experimental results produced recommendations for better design of tracer characterisation experiments and new strategies to deal with systematic signal decay. Conclusions and Implications Our data advances our comprehension of the Motulsky–Mahan kinetics of competitive binding models and provides experimental design recommendations, data analysis tools, and general guidelines for its practical application to in vitro pharmacology and drug screening.
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Affiliation(s)
| | - Alexey Dubrovskiy
- Research and Development, Genedata AG, Basel, Switzerland.,Software Engineering, Google Inc., Zürich, Switzerland
| | | | - Amaury E Fernández-Montalván
- Drug Discovery, Pharmaceuticals, Bayer AG, Berlin, Germany.,Compound Screening, Institut de Recherches Servier, Croissy-sur-Seine, France
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13
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Sykes DA, Jain P, Charlton SJ. Investigating the Influence of Tracer Kinetics on Competition-Kinetic Association Binding Assays: Identifying the Optimal Conditions for Assessing the Kinetics of Low-Affinity Compounds. Mol Pharmacol 2019; 96:378-392. [PMID: 31436538 DOI: 10.1124/mol.119.116764] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2019] [Accepted: 06/22/2019] [Indexed: 12/16/2022] Open
Abstract
An increased appreciation of the importance of optimizing drug-binding kinetics has lead to the development of various techniques for measuring the kinetics of unlabeled compounds. One approach is the competition-association kinetic binding method first described in the 1980s. The kinetic characteristics of the tracer employed greatly affects the reliability of estimated kinetic parameters, a barrier to successfully introducing these kinetic assays earlier in the drug discovery process. Using a modeling and Monte Carlo simulation approach, we identify the optimal tracer characteristics for determining the kinetics of the range of unlabeled ligands typically encountered during the different stages of a drug discovery program (i.e., rapidly dissociating, e.g., k off = 10 minute-1 low-affinity "hits" through to slowly dissociating e.g., k off = 0.01 minute-1 high-affinity "candidates"). For more rapidly dissociating ligands (e.g., k off = 10 minute-1), the key to obtaining accurate kinetic parameters was to employ a tracer with a relatively fast off-rate (e.g., k off = 1 minute-1) or, alternatively, to increase the tracer concentration. Reductions in assay start-time ≤1second and read frequency ≤5 seconds significantly improved the reliability of curve fitting. Timing constraints are largely dictated by the method of detection, its inherent sensitivity (e.g., TR-FRET versus radiometric detection), and the ability to inject samples online. Furthermore, we include data from TR-FRET experiments that validate this simulation approach, confirming its practical utility. These insights into the optimal experimental parameters for development of competition-association assays provide a framework for identifying and testing novel tracers necessary for profiling unlabeled competitors, particularly rapidly dissociating low-affinity competitors.
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Affiliation(s)
- David A Sykes
- School of Life Sciences, Queen's Medical Centre, University of Nottingham, Nottingham, United Kingdom (D.A.S., P.J., S.J.C.); Centre of Membrane and Protein and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, United Kingdom (D.A.S., P.J., S.J.C.); and Excellerate Bioscience Ltd, Discovery Building, BioCity, Nottingham, United Kingdom (S.J.C.)
| | - Palash Jain
- School of Life Sciences, Queen's Medical Centre, University of Nottingham, Nottingham, United Kingdom (D.A.S., P.J., S.J.C.); Centre of Membrane and Protein and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, United Kingdom (D.A.S., P.J., S.J.C.); and Excellerate Bioscience Ltd, Discovery Building, BioCity, Nottingham, United Kingdom (S.J.C.)
| | - Steven J Charlton
- School of Life Sciences, Queen's Medical Centre, University of Nottingham, Nottingham, United Kingdom (D.A.S., P.J., S.J.C.); Centre of Membrane and Protein and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, United Kingdom (D.A.S., P.J., S.J.C.); and Excellerate Bioscience Ltd, Discovery Building, BioCity, Nottingham, United Kingdom (S.J.C.)
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14
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Potterton A, Husseini FS, Southey MWY, Bodkin MJ, Heifetz A, Coveney PV, Townsend-Nicholson A. Ensemble-Based Steered Molecular Dynamics Predicts Relative Residence Time of A 2A Receptor Binders. J Chem Theory Comput 2019; 15:3316-3330. [PMID: 30893556 DOI: 10.1021/acs.jctc.8b01270] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Drug-target residence time, the length of time for which a small molecule stays bound to its receptor target, has increasingly become a key property for optimization in drug discovery programs. However, its in silico prediction has proven difficult. Here we describe a method, using atomistic ensemble-based steered molecular dynamics (SMD), to observe the dissociation of ligands from their target G protein-coupled receptor in a time scale suitable for drug discovery. These dissociation simulations accurately, precisely, and reproducibly identify ligand-residue interactions and quantify the change in ligand energy values for both protein and water. The method has been applied to 17 ligands of the A2A adenosine receptor, all with published experimental kinetic binding data. The residues that interact with the ligand as it dissociates are known experimentally to have an effect on binding affinities and residence times. There is a good correlation ( R2 = 0.79) between the computationally calculated change in water-ligand interaction energy and experimentally determined residence time. Our results indicate that ensemble-based SMD is a rapid, novel, and accurate semi-empirical method for the determination of drug-target relative residence time.
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Affiliation(s)
- Andrew Potterton
- Institute of Structural & Molecular Biology, Research Department of Structural & Molecular Biology, Division of Biosciences , University College London , London WC1E 6BT , United Kingdom
| | - Fouad S Husseini
- Centre for Computational Science, Department of Chemistry , University College London , London WC1H 0AJ , United Kingdom
| | - Michelle W Y Southey
- Evotec (U.K.) Ltd., 114 Innovation Drive, Milton Park , Abingdon , Oxfordshire OX14 4RZ , United Kingdom
| | - Mike J Bodkin
- Evotec (U.K.) Ltd., 114 Innovation Drive, Milton Park , Abingdon , Oxfordshire OX14 4RZ , United Kingdom
| | - Alexander Heifetz
- Institute of Structural & Molecular Biology, Research Department of Structural & Molecular Biology, Division of Biosciences , University College London , London WC1E 6BT , United Kingdom.,Evotec (U.K.) Ltd., 114 Innovation Drive, Milton Park , Abingdon , Oxfordshire OX14 4RZ , United Kingdom
| | - Peter V Coveney
- Centre for Computational Science, Department of Chemistry , University College London , London WC1H 0AJ , United Kingdom.,Computational Science Laboratory, Institute for Informatics, Faculty of Science , University of Amsterdam , Amsterdam 1098XH , The Netherlands
| | - Andrea Townsend-Nicholson
- Institute of Structural & Molecular Biology, Research Department of Structural & Molecular Biology, Division of Biosciences , University College London , London WC1E 6BT , United Kingdom
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15
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Sykes DA, Stoddart LA, Kilpatrick LE, Hill SJ. Binding kinetics of ligands acting at GPCRs. Mol Cell Endocrinol 2019; 485:9-19. [PMID: 30738950 PMCID: PMC6406023 DOI: 10.1016/j.mce.2019.01.018] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 01/19/2019] [Accepted: 01/19/2019] [Indexed: 12/31/2022]
Abstract
The influence of drug-receptor binding kinetics has often been overlooked during the development of new therapeutics that target G protein-coupled receptors (GPCRs). Over the last decade there has been a growing understanding that an in-depth knowledge of binding kinetics at GPCRs is required to successfully target this class of proteins. Ligand binding to a GPCR is often not a simple single step process with ligand freely diffusing in solution. This review will discuss the experiments and equations that are commonly used to measure binding kinetics and how factors such as allosteric regulation, rebinding and ligand interaction with the plasma membrane may influence these measurements. We will then consider the molecular characteristics of a ligand and if these can be linked to association and dissociation rates.
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Affiliation(s)
- David A Sykes
- Cell Signalling and Pharmacology Research Group, Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, UK; Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
| | - Leigh A Stoddart
- Cell Signalling and Pharmacology Research Group, Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, UK; Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
| | - Laura E Kilpatrick
- Cell Signalling and Pharmacology Research Group, Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, UK; Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
| | - Stephen J Hill
- Cell Signalling and Pharmacology Research Group, Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, UK; Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK.
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16
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Janczak CM, Calderon IAC, Noviana E, Hadvani P, Lee JR, Aspinwall CA. Hybrid Nanoparticle Platform for Nanoscale Scintillation Proximity Assay. ACS APPLIED NANO MATERIALS 2019; 2:1259-1266. [PMID: 34316544 PMCID: PMC8313019 DOI: 10.1021/acsanm.8b02136] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
β-particle emitting radionuclides, such as 3H, 14C, 32P, 33P, and 35S, are important molecular labels due to their small size and the prevalence of these atoms in biomolecules but are challenging to selectively detect and quantify within aqueous biological samples and systems. Here, we present a core-shell nanoparticle-based scintillation proximity assay platform (nanoSPA) for the separation-free, selective detection of radiolabeled analytes. nanoSPA is prepared by incorporating scintillant fluorophores into polystyrene core particles and encapsulating the scintillant-doped cores within functionalized silica shells. The functionalized surface enables covalent attachment of specific binding moieties such as small molecules, proteins, or DNA that can be used for analyte-specific detection. nanoSPA was demonstrated for detection of 3H-labeled analytes, the most difficult biologically relevant β-emitter to measure due to the low energy β-particle emission, using three model assays that represent covalent and non-covalent binding systems that necessitate selectivity over competing 3H-labeled species. In each model, nmol quantities of target were detected directly in aqueous solution without separation from unbound 3H-labeled analyte. The nanoSPA platform facilitated measurement of 3H-labeled analytes directly in bulk aqueous samples without surfactants or other agents used to aid particle dispersal. Selectivity for bound 3H-analytes over unbound 3H analytes was enhanced up to 30-fold when the labeled species was covalently bound to nanoSPA, and 4- and 8-fold for two non-covalent binding assays using nanoSPA. The small size and enhanced selectivity of nanoSPA should enable new applications compared to the commonly used microSPA platform, including the potential for separation-free, analyte-specific cellular or intracellular detection.
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Affiliation(s)
- Colleen M. Janczak
- Department of Chemistry and Biochemistry, University of Arizona, Tucson 85721-00041, United States
| | - Isen A. C. Calderon
- Department of Chemistry and Biochemistry, University of Arizona, Tucson 85721-00041, United States
| | - Eka Noviana
- Department of Chemistry and Biochemistry, University of Arizona, Tucson 85721-00041, United States
| | - Priyanka Hadvani
- Department of Chemistry and Biochemistry, University of Arizona, Tucson 85721-00041, United States
| | - Joo Ryung Lee
- Department of Chemistry and Biochemistry, University of Arizona, Tucson 85721-00041, United States
| | - Craig A. Aspinwall
- Department of Chemistry and Biochemistry, University of Arizona, Tucson 85721-00041, United States
- BIO5 Institute, University of Arizona, Tucson 85721-00041, United States
- Department of Biomedical Engineering, University of Arizona, Tucson 85721-00041, United States
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17
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Rocha-Roa C, Molina D, Cardona N. A Perspective on Thiazolidinone Scaffold Development as a New Therapeutic Strategy for Toxoplasmosis. Front Cell Infect Microbiol 2018; 8:360. [PMID: 30386743 PMCID: PMC6198644 DOI: 10.3389/fcimb.2018.00360] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Accepted: 09/26/2018] [Indexed: 11/17/2022] Open
Abstract
Toxoplasma gondii is one of the most successful parasites due to its ability to infect a wide variety of warm-blooded animals. It is estimated that one-third of the world's population is latently infected. The generic therapy for toxoplasmosis has been a combination of antifolates such as pyrimethamine or trimethoprim with either sulfadiazine or antibiotics such as clindamycin with a combination with leucovorin to prevent hematologic toxicity. This therapy shows limitations such as drug intolerance, low bioavailability or drug resistance by the parasite. There is a need for the development of new molecules with the capacity to block any stage of the parasite's life cycle in humans or in a different type of hosts. Heterocyclic compounds are promissory drugs due to its reported biological activity; for this reason, thiazolidinone and its derivatives are presented as a new alternative not only for its inhibitory activity against the parasite but also for its high selectivity-level with high therapeutic index. Thiazolidinones are an important scaffold known to be associated with anticancer, antibacterial, antifungal, antiviral, antioxidant, and antidiabetic activities. The molecule possesses an imidazole ring that has been described as an antiprotozoal agent with antiparasitic properties and less toxicity. Thiazolidinone derivatives have been reportedly as building blocks in organic chemistry and as scaffolds for drug discovery. Here we present a perspective of how structural modifications of the thiazolidinone core could generate new compounds with high anti-parasitic effect and less toxic results.
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Affiliation(s)
- Cristian Rocha-Roa
- Centre for Biomedical Research CIBM, University of Quindío, Armenia, Colombia
| | - Diego Molina
- Centre for Biomedical Research CIBM, University of Quindío, Armenia, Colombia
| | - Néstor Cardona
- Centre for Biomedical Research CIBM, University of Quindío, Armenia, Colombia.,Dentistry Faculty, University Antonio Nariño, Armenia, Colombia
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18
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Guo D, Peletier LA, Bridge L, Keur W, de Vries H, Zweemer A, Heitman LH, IJzerman AP. A two-state model for the kinetics of competitive radioligand binding. Br J Pharmacol 2018; 175:1719-1730. [PMID: 29486053 PMCID: PMC5913406 DOI: 10.1111/bph.14184] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 12/11/2017] [Accepted: 02/19/2018] [Indexed: 01/09/2023] Open
Abstract
Background and Purpose Ligand–receptor binding kinetics is receiving increasing attention in the drug research community. The Motulsky and Mahan model, a one‐state model, offers a method for measuring the binding kinetics of an unlabelled ligand, with the assumption that the labelled ligand has no preference while binding to distinct states or conformations of a drug target. As such, the one‐state model is not applicable if the radioligand displays biphasic binding kinetics to the receptor. Experimental Approach We extended the Motulsky and Mahan model to a two‐state model, in which the kinetics of the unlabelled competitor binding to different receptor states (R1 and R2) can be measured. With this extended model, we determined the binding kinetics of unlabelled N‐5′‐ethylcarboxamidoadenosine (NECA), a representative agonist for the adenosine A1 receptor. Subsequently, an application of the model was exemplified by measuring the binding kinetics of other A1 receptor ligands. In addition, limitations of the model were investigated as well. Key Results The kinetic rate constants of unlabelled NECA were comparable with the results of kinetic radioligand binding assays in which [3H]‐NECA was used. The model was further validated by good correlation between simulated results and the experimental data. Conclusion The two‐state model is sufficient to analyse the binding kinetics of an unlabelled ligand, when a radioligand shows biphasic association characteristics. We expect this two‐state model to have general applicability for other targets as well.
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Affiliation(s)
- Dong Guo
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, China.,Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, Leiden, The Netherlands
| | | | - Lloyd Bridge
- Department of Mathematics, Swansea University, Swansea, UK.,Department of Engineering Design and Mathematics, University of the West of England, Bristol, UK
| | - Wesley Keur
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, Leiden, The Netherlands
| | - Henk de Vries
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, Leiden, The Netherlands
| | - Annelien Zweemer
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
| | - Laura H Heitman
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, Leiden, The Netherlands
| | - Adriaan P IJzerman
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, Leiden, The Netherlands
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19
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Doornbos MLJ, Wang X, Vermond SC, Peeters L, Pérez-Benito L, Trabanco AA, Lavreysen H, Cid JM, Heitman LH, Tresadern G, IJzerman AP. Covalent Allosteric Probe for the Metabotropic Glutamate Receptor 2: Design, Synthesis, and Pharmacological Characterization. J Med Chem 2018; 62:223-233. [PMID: 29494768 PMCID: PMC6331142 DOI: 10.1021/acs.jmedchem.8b00051] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
![]()
Covalent labeling
of G protein-coupled receptors (GPCRs) by small
molecules is a powerful approach to understand binding modes, mechanism
of action, pharmacology, and even facilitate structure elucidation.
We report the first covalent positive allosteric modulator (PAM) for
a class C GPCR, the mGlu2 receptor. Three putatively covalent
mGlu2 PAMs were designed and synthesized. Pharmacological
characterization identified 2 to bind the receptor covalently.
Computational modeling combined with receptor mutagenesis revealed
T7917.29×30 as the likely position of covalent interaction.
We show how this covalent ligand can be used to characterize the PAM
binding mode and that it is a valuable tool compound in studying receptor
function and binding kinetics. Our findings advance the understanding
of the mGlu2 PAM interaction and suggest that 2 is a valuable probe for further structural and chemical biology
approaches.
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Affiliation(s)
- Maarten L J Doornbos
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR) , Leiden University , P.O. Box 9502, 2300RA Leiden , The Netherlands
| | - Xuesong Wang
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR) , Leiden University , P.O. Box 9502, 2300RA Leiden , The Netherlands
| | - Sophie C Vermond
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR) , Leiden University , P.O. Box 9502, 2300RA Leiden , The Netherlands
| | - Luc Peeters
- Janssen Research and Development , Turnhoutseweg 30 , 2340 Beerse , Belgium
| | - Laura Pérez-Benito
- Janssen Research and Development , Calle Jarama 75A , 45007 Toledo , Spain.,Laboratori de Medicina Computacional Unitat de Bioestadistica, Facultat de Medicina , Universitat Autonoma de Barcelona , 08193 Bellaterra , Spain
| | - Andrés A Trabanco
- Janssen Research and Development , Calle Jarama 75A , 45007 Toledo , Spain
| | - Hilde Lavreysen
- Janssen Research and Development , Turnhoutseweg 30 , 2340 Beerse , Belgium
| | - José María Cid
- Janssen Research and Development , Calle Jarama 75A , 45007 Toledo , Spain
| | - Laura H Heitman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR) , Leiden University , P.O. Box 9502, 2300RA Leiden , The Netherlands
| | - Gary Tresadern
- Janssen Research and Development , Calle Jarama 75A , 45007 Toledo , Spain
| | - Adriaan P IJzerman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research (LACDR) , Leiden University , P.O. Box 9502, 2300RA Leiden , The Netherlands
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20
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Stoddart LA, Vernall AJ, Bouzo-Lorenzo M, Bosma R, Kooistra AJ, de Graaf C, Vischer HF, Leurs R, Briddon SJ, Kellam B, Hill SJ. Development of novel fluorescent histamine H 1-receptor antagonists to study ligand-binding kinetics in living cells. Sci Rep 2018; 8:1572. [PMID: 29371669 PMCID: PMC5785503 DOI: 10.1038/s41598-018-19714-2] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 01/03/2018] [Indexed: 01/01/2023] Open
Abstract
The histamine H1-receptor (H1R) is an important mediator of allergy and inflammation. H1R antagonists have particular clinical utility in allergic rhinitis and urticaria. Here we have developed six novel fluorescent probes for this receptor that are very effective for high resolution confocal imaging, alongside bioluminescence resonance energy transfer approaches to monitor H1R ligand binding kinetics in living cells. The latter technology exploits the opportunities provided by the recently described bright bioluminescent protein NanoLuc when it is fused to the N-terminus of a receptor. Two different pharmacophores (mepyramine or the fragment VUF13816) were used to generate fluorescent H1R antagonists conjugated via peptide linkers to the fluorophore BODIPY630/650. Kinetic properties of the probes showed wide variation, with the VUF13816 analogues having much longer H1R residence times relative to their mepyramine-based counterparts. The kinetics of these fluorescent ligands could also be monitored in membrane preparations providing new opportunities for future drug discovery applications.
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Affiliation(s)
- Leigh A Stoddart
- Division of Pharmacology Physiology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
- Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Midlands, UK
| | - Andrea J Vernall
- School of Pharmacy, Division of Biomolecular Science and Medicinal Chemistry, Centre for Biomolecular Sciences, University of Nottingham, Nottingham, NG7 2RD, UK
| | - Monica Bouzo-Lorenzo
- Division of Pharmacology Physiology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
- Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Midlands, UK
| | - Reggie Bosma
- Department of Chemistry and Pharmaceutical Sciences, Division of Medicinal Chemistry, Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Vrije Universiteit, Amsterdam, PO Box 7161, Amsterdam, The Netherlands
| | - Albert J Kooistra
- Department of Chemistry and Pharmaceutical Sciences, Division of Medicinal Chemistry, Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Vrije Universiteit, Amsterdam, PO Box 7161, Amsterdam, The Netherlands
| | - Chris de Graaf
- Department of Chemistry and Pharmaceutical Sciences, Division of Medicinal Chemistry, Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Vrije Universiteit, Amsterdam, PO Box 7161, Amsterdam, The Netherlands
| | - Henry F Vischer
- Department of Chemistry and Pharmaceutical Sciences, Division of Medicinal Chemistry, Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Vrije Universiteit, Amsterdam, PO Box 7161, Amsterdam, The Netherlands
| | - Rob Leurs
- Department of Chemistry and Pharmaceutical Sciences, Division of Medicinal Chemistry, Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Vrije Universiteit, Amsterdam, PO Box 7161, Amsterdam, The Netherlands
| | - Stephen J Briddon
- Division of Pharmacology Physiology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
- Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Midlands, UK
| | - Barrie Kellam
- School of Pharmacy, Division of Biomolecular Science and Medicinal Chemistry, Centre for Biomolecular Sciences, University of Nottingham, Nottingham, NG7 2RD, UK.
- Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Midlands, UK.
| | - Stephen J Hill
- Division of Pharmacology Physiology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK.
- Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Midlands, UK.
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21
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A binding kinetics study of human adenosine A 3 receptor agonists. Biochem Pharmacol 2018; 153:248-259. [PMID: 29305857 DOI: 10.1016/j.bcp.2017.12.026] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 12/29/2017] [Indexed: 02/07/2023]
Abstract
The human adenosine A3 (hA3) receptor has been suggested as a viable drug target in inflammatory diseases and in cancer. So far, a number of selective hA3 receptor agonists (e.g. IB-MECA and 2-Cl-IB-MECA) inducing anti-inflammatory or anticancer effects are under clinical investigation. Drug-target binding kinetics is increasingly recognized as another pharmacological parameter, next to affinity, for compound triage in the early phases of drug discovery. However, such a kinetics-driven analysis has not yet been performed for the hA3 receptor. In this study, we first validated a competition association assay for adenosine A3 receptor agonists to determine the target interaction kinetics. Affinities and Kinetic Rate Index (KRI) values of 11 ribofurano and 10 methanocarba nucleosides were determined in radioligand binding assays. Afterwards, 15 analogues were further selected (KRI <0.70 or KRI >1.35) for full kinetics characterization. The structure-kinetics relationships (SKR) were derived and longer residence times were associated with methanocarba and enlarged adenine N6 and C2 substitutions. In addition, from a kon-koff-KD kinetic map we divided the agonists into three subgroups. A residence time "cliff" was observed, which might be relevant to (N)-methanocarba derivatives' rigid C2-arylalkynyl substitutions. Our findings provide substantial evidence that, next to affinity, additional knowledge of binding kinetics is useful for developing and selecting new hA3R agonists in the early phase of the drug discovery process.
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22
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Sykes DA, Charlton SJ. Single Step Determination of Unlabeled Compound Kinetics Using a Competition Association Binding Method Employing Time-Resolved FRET. Methods Mol Biol 2018; 1824:177-194. [PMID: 30039407 DOI: 10.1007/978-1-4939-8630-9_10] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The competition association binding method allows the characterization of the kinetics of unlabeled compounds and the calculation of receptor-drug affinity (K d). The K d value is defined as the ratio of the dissociation constant (or k off) of the receptor-bound ligand to its association rate constant (or k on) for a system at equilibrium. Traditionally, competition association binding experiments have been carried out using radiometric detection methods with limited assay throughput. Here we describe a novel method for the determination of unlabeled compound kinetics using the technique of time-resolved fluorescence resonance energy transfer (TR-FRET) performed at physiological temperature and sodium ion concentration. Based on a traditional screening format (10-point curves), up to 28 compounds can be tested on a single 384-well plate by this method.
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Affiliation(s)
- David A Sykes
- School of Life Science, Queen's Medical Centre, University of Nottingham, Nottingham, UK
| | - Steven J Charlton
- School of Life Science, Queen's Medical Centre, University of Nottingham, Nottingham, UK.
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23
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Xia L, de Vries H, Lenselink EB, Louvel J, Waring MJ, Cheng L, Pahlén S, Petersson MJ, Schell P, Olsson RI, Heitman LH, Sheppard RJ, IJzerman AP. Structure-Affinity Relationships and Structure-Kinetic Relationships of 1,2-Diarylimidazol-4-carboxamide Derivatives as Human Cannabinoid 1 Receptor Antagonists. J Med Chem 2017; 60:9545-9564. [PMID: 29111736 PMCID: PMC5734604 DOI: 10.1021/acs.jmedchem.7b00861] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
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We
report on the synthesis and biological evaluation of a series of 1,2-diarylimidazol-4-carboxamide
derivatives developed as CB1 receptor antagonists. These
were evaluated in a radioligand displacement binding assay, a [35S]GTPγS binding assay, and in a competition association
assay that enables the relatively fast kinetic screening of multiple
compounds. The compounds show high affinities and a diverse range
of kinetic profiles at the CB1 receptor and their structure–kinetic
relationships (SKRs) were established. Using the recently resolved
hCB1 receptor crystal structures, we also performed a modeling
study that sheds light on the crucial interactions for both the affinity
and dissociation kinetics of this family of ligands. We provide evidence
that, next to affinity, additional knowledge of binding kinetics is
useful for selecting new hCB1 receptor antagonists in the
early phases of drug discovery.
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Affiliation(s)
- Lizi Xia
- Division of Medicinal Chemistry, LACDR, Leiden University , 2300RA Leiden, The Netherlands
| | - Henk de Vries
- Division of Medicinal Chemistry, LACDR, Leiden University , 2300RA Leiden, The Netherlands
| | - Eelke B Lenselink
- Division of Medicinal Chemistry, LACDR, Leiden University , 2300RA Leiden, The Netherlands
| | - Julien Louvel
- Division of Medicinal Chemistry, LACDR, Leiden University , 2300RA Leiden, The Netherlands
| | | | | | - Sara Pahlén
- Medicinal Chemistry, Cardiovascular and Metabolic Diseases, IMED Biotech Unit, AstraZeneca , Gothenburg SE-431 83, Sweden
| | - Maria J Petersson
- Medicinal Chemistry, Cardiovascular and Metabolic Diseases, IMED Biotech Unit, AstraZeneca , Gothenburg SE-431 83, Sweden
| | | | | | - Laura H Heitman
- Division of Medicinal Chemistry, LACDR, Leiden University , 2300RA Leiden, The Netherlands
| | - Robert J Sheppard
- Medicinal Chemistry, Oncology, IMED Biotech Unit, AstraZeneca , Cambridge SK10 2NA, United Kingdom
| | - Adriaan P IJzerman
- Division of Medicinal Chemistry, LACDR, Leiden University , 2300RA Leiden, The Netherlands
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24
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Xia L, de Vries H, Yang X, Lenselink EB, Kyrizaki A, Barth F, Louvel J, Dreyer MK, van der Es D, IJzerman AP, Heitman LH. Kinetics of human cannabinoid 1 (CB1) receptor antagonists: Structure-kinetics relationships (SKR) and implications for insurmountable antagonism. Biochem Pharmacol 2017; 151:166-179. [PMID: 29102677 DOI: 10.1016/j.bcp.2017.10.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 10/31/2017] [Indexed: 10/18/2022]
Abstract
While equilibrium binding affinities and in vitro functional antagonism of CB1 receptor antagonists have been studied in detail, little is known on the kinetics of their receptor interaction. In this study, we therefore conducted kinetic assays for nine 1-(4,5-diarylthiophene-2-carbonyl)-4-phenylpiperidine-4-carboxamide derivatives and included the CB1 antagonist rimonabant as a comparison. For this we newly developed a dual-point competition association assay with [3H]CP55940 as the radioligand. This assay yielded Kinetic Rate Index (KRI) values from which structure-kinetics relationships (SKR) of hCB1 receptor antagonists could be established. The fast dissociating antagonist 6 had a similar receptor residence time (RT) as rimonabant, i.e. 19 and 14 min, respectively, while the slowest dissociating antagonist (9) had a very long RT of 2222 min, i.e. pseudo-irreversible dissociation kinetics. In functional assays, 9 displayed insurmountable antagonism, while the effects of the shortest RT antagonist 6 and rimonabant were surmountable. Taken together, this study shows that hCB1 receptor antagonists can have very divergent RTs, which are not correlated to their equilibrium affinities. Furthermore, their RTs appear to define their mode of functional antagonism, i.e. surmountable vs. insurmountable. Finally, based on the recently resolved hCB1 receptor crystal structure, we propose that the differences in RT can be explained by a different binding mode of antagonist 9 from short RT antagonists that is able to displace unfavorable water molecules. Taken together, these findings are of importance for future design and evaluation of potent and safe hCB1 receptor antagonists.
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Affiliation(s)
- Lizi Xia
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands
| | - Henk de Vries
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands
| | - Xue Yang
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands
| | - Eelke B Lenselink
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands
| | - Athina Kyrizaki
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands
| | - Francis Barth
- Sanofi-Aventis Research and Development, 371, Rue du Professeur Blayac, 34184 Montpellier Cedex 04, France
| | - Julien Louvel
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands
| | - Matthias K Dreyer
- Sanofi-Aventis Deutschland GmbH R&D, Integrated Drug Discovery, Industriepark Hoechst, 65926 Frankfurt, Germany
| | - Daan van der Es
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands
| | - Adriaan P IJzerman
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands
| | - Laura H Heitman
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands.
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25
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Doornbos MLJ, Cid JM, Haubrich J, Nunes A, van de Sande JW, Vermond SC, Mulder-Krieger T, Trabanco AA, Ahnaou A, Drinkenburg WH, Lavreysen H, Heitman LH, IJzerman AP, Tresadern G. Discovery and Kinetic Profiling of 7-Aryl-1,2,4-triazolo[4,3-a]pyridines: Positive Allosteric Modulators of the Metabotropic Glutamate Receptor 2. J Med Chem 2017; 60:6704-6720. [DOI: 10.1021/acs.jmedchem.7b00669] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Maarten L. J. Doornbos
- Division
of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O.
Box 9502, 2300RA Leiden, The Netherlands
| | - José María Cid
- Janssen Research and Development, Calle Jarama 75A, 45007, Toledo, Spain
| | - Jordi Haubrich
- Division
of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O.
Box 9502, 2300RA Leiden, The Netherlands
| | - Alexandro Nunes
- Division
of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O.
Box 9502, 2300RA Leiden, The Netherlands
| | - Jasper W. van de Sande
- Division
of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O.
Box 9502, 2300RA Leiden, The Netherlands
| | - Sophie C. Vermond
- Division
of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O.
Box 9502, 2300RA Leiden, The Netherlands
| | - Thea Mulder-Krieger
- Division
of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O.
Box 9502, 2300RA Leiden, The Netherlands
| | - Andrés A. Trabanco
- Janssen Research and Development, Calle Jarama 75A, 45007, Toledo, Spain
| | - Abdellah Ahnaou
- Janssen Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | | | - Hilde Lavreysen
- Janssen Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Laura H. Heitman
- Division
of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O.
Box 9502, 2300RA Leiden, The Netherlands
| | - Adriaan P. IJzerman
- Division
of Medicinal Chemistry, Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O.
Box 9502, 2300RA Leiden, The Netherlands
| | - Gary Tresadern
- Janssen Research and Development, Calle Jarama 75A, 45007, Toledo, Spain
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26
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Structures of Human A 1 and A 2A Adenosine Receptors with Xanthines Reveal Determinants of Selectivity. Structure 2017; 25:1275-1285.e4. [DOI: 10.1016/j.str.2017.06.012] [Citation(s) in RCA: 141] [Impact Index Per Article: 20.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2017] [Revised: 04/13/2017] [Accepted: 06/15/2017] [Indexed: 01/06/2023]
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27
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Abstract
Previously, drugs were developed focusing on target affinity and selectivity. However, it is becoming evident that the drug-target residence time, related to the off-rate, is an important parameter for successful drug development. The residence time influences both the on-rate and overall effectiveness of drugs. Furthermore, ligand binding is now appreciated to be a multistep process because metastable and/or intermediate binding sites in the extracellular region have been identified. In this review, we summarize experimental ligand-binding data for G-protein-coupled receptors (GPCRs), and their binding pathways, analyzed by molecular dynamics (MD). The kinetics of drug binding to GPCRs are complex and depend on several factors, including charge distribution on the receptor surface, ligand-receptor interactions in the binding channel and the binding site, or solvation.
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Affiliation(s)
- Andrea Strasser
- Department of Pharmaceutical/Medicinal Chemistry II, University of Regensburg, Regensburg, Germany.
| | | | - Roland Seifert
- Institute of Pharmacology, Hannover Medical School, Hannover, Germany
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28
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Dynamics of ligand binding to GPCR: Residence time of melanocortins and its modulation. Pharmacol Res 2016; 113:747-753. [DOI: 10.1016/j.phrs.2016.05.030] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 05/22/2016] [Accepted: 05/27/2016] [Indexed: 01/06/2023]
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29
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A new, simple and robust radioligand binding method used to determine kinetic off-rate constants for unlabeled ligands. Application at α 2A - and α 2C -adrenoceptors. Eur J Pharmacol 2016; 788:113-121. [DOI: 10.1016/j.ejphar.2016.06.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Revised: 06/12/2016] [Accepted: 06/15/2016] [Indexed: 10/21/2022]
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30
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BRET-based β-arrestin2 recruitment to the histamine H1 receptor for investigating antihistamine binding kinetics. Pharmacol Res 2016; 111:679-687. [PMID: 27468652 DOI: 10.1016/j.phrs.2016.07.034] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 06/14/2016] [Accepted: 07/24/2016] [Indexed: 01/23/2023]
Abstract
Ligand residence time is thought to be a critical parameter for optimizing the in vivo efficacy of drug candidates. For the histamine H1 receptor (H1R) and other G protein-coupled receptors, the kinetics of ligand binding are typically measured by low throughput radioligand binding experiments using homogenized cell membranes expressing the target receptor. In this study, a real-time proximity assay between H1R and β-arrestin2 in living cells was established to investigate the dynamics of antihistamine binding to the H1R. No receptor reserve was found for the histamine-induced recruitment of β-arrestin2 to the H1R and the transiently recruited β-arrestin2 therefore reflected occupancy of the receptor by histamine. Antihistamines displayed similar kinetic signatures on antagonizing histamine-induced β-arrestin2 recruitment as compared to displacing radioligand binding from the H1R. This homogeneous functional method unambiguously determined the fifty-fold difference in the dissociation rate constant between mepyramine and the long residence time antihistamines levocetirizine and desloratadine.
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31
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Gottwald M, Becker A, Bahr I, Mueller-Fahrnow A. Public-Private Partnerships in Lead Discovery: Overview and Case Studies. Arch Pharm (Weinheim) 2016; 349:692-7. [PMID: 27335205 DOI: 10.1002/ardp.201600078] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Revised: 05/27/2016] [Accepted: 05/27/2016] [Indexed: 11/12/2022]
Abstract
The pharmaceutical industry is faced with significant challenges in its efforts to discover new drugs that address unmet medical needs. Safety concerns and lack of efficacy are the two main technical reasons for attrition. Improved early research tools including predictive in silico, in vitro, and in vivo models, as well as a deeper understanding of the disease biology, therefore have the potential to improve success rates. The combination of internal activities with external collaborations in line with the interests and needs of all partners is a successful approach to foster innovation and to meet the challenges. Collaboration can take place in different ways, depending on the requirements of the participants. In this review, the value of public-private partnership approaches will be discussed, using examples from the Innovative Medicines Initiative (IMI). These examples describe consortia approaches to develop tools and processes for improving target identification and validation, as well as lead identification and optimization. The project "Kinetics for Drug Discovery" (K4DD), focusing on the adoption of drug-target binding kinetics analysis in the drug discovery decision-making process, is described in more detail.
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32
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Guo D, Heitman LH, IJzerman AP. Kinetic Aspects of the Interaction between Ligand and G Protein-Coupled Receptor: The Case of the Adenosine Receptors. Chem Rev 2016; 117:38-66. [DOI: 10.1021/acs.chemrev.6b00025] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Dong Guo
- Division of Medicinal Chemistry,
Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands
| | - Laura H. Heitman
- Division of Medicinal Chemistry,
Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands
| | - Adriaan P. IJzerman
- Division of Medicinal Chemistry,
Leiden Academic Centre for Drug Research (LACDR), Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands
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