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Kroeze WK, Sassano MF, Huang XP, Lansu K, McCorvy JD, Giguère PM, Sciaky N, Roth BL. Author Correction: PRESTO-Tango as an open-source resource for interrogation of the druggable human GPCRome. Nat Struct Mol Biol 2024; 31:578. [PMID: 38486111 DOI: 10.1038/s41594-023-01129-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Affiliation(s)
- Wesley K Kroeze
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
- National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Maria F Sassano
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
- National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Xi-Ping Huang
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
- National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Katherine Lansu
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - John D McCorvy
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Patrick M Giguère
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Noah Sciaky
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Bryan L Roth
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA.
- National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA.
- Program in Neuroscience, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA.
- Division of Chemical Biology and Medicinal Chemistry, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA.
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2
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Serafin DS, Allyn B, Sassano MF, Timoshchenko RG, Mattox D, Brozowski JM, Siderovski DP, Truong YK, Esserman D, Tarrant TK, Billard MJ. Chemerin-activated functions of CMKLR1 are regulated by G protein-coupled receptor kinase 6 (GRK6) and β-arrestin 2 in inflammatory macrophages. Mol Immunol 2018; 106:12-21. [PMID: 30576947 DOI: 10.1016/j.molimm.2018.12.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 12/05/2018] [Accepted: 12/10/2018] [Indexed: 01/06/2023]
Abstract
Chemerin receptor (CMKLR1) is a G protein-coupled receptor (GPCR) implicated in macrophage-mediated inflammation and in several forms of human arthritis. Analogous to other GPCR, CMKLR1 is likely regulated by G protein-coupled receptor kinase (GRK) phosphorylation of intracellular domains in an activation-dependent manner, which leads to recruitment and termination of intracellular signaling via desensitization and internalization of the receptor. The ubiquitously expressed GRK family members include GRK2, GRK3, GRK5, and GRK6, but it is unknown which GRK regulates CMKLR1 cellular and signaling functions. Our data show that activation of CMKLR1 by chemerin in primary macrophages leads to signaling and functional outcomes that are regulated by GRK6 and β-arrestin 2. We show that arrestin recruitment to CMKLR1 following chemerin stimulation is enhanced with co-expression of GRK6. Further, internalization of endogenous CMKLR1, following the addition of chemerin, is decreased in inflammatory macrophages from GRK6- and β-arrestin 2-deficient mice. These GRK6- and β-arrestin 2-deficient macrophages display increased migration toward chemerin and altered AKT and Extracellular-signal Related Kinase (ERK) signaling. Our findings show that chemerin-activated CMKLR1 regulation in inflammatory macrophages is largely GRK6 and β-arrestin mediated, which may impact innate immunity and have therapeutic implications in rheumatic disease.
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Affiliation(s)
- D Stephen Serafin
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Brittney Allyn
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States; Duke University, Department of Medicine, Division of Rheumatology and Immunology, Durham, NC 27710, United States
| | - Maria F Sassano
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Roman G Timoshchenko
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Daniel Mattox
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Jaime M Brozowski
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States; Duke University, Department of Medicine, Division of Rheumatology and Immunology, Durham, NC 27710, United States
| | - David P Siderovski
- Department of Physiology & Pharmacology, West Virginia University, Morgantown, WV, 26506, United States
| | - Young K Truong
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Denise Esserman
- Yale School of Public Health, New Haven, CT 06510, United States
| | - Teresa K Tarrant
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States; Duke University, Department of Medicine, Division of Rheumatology and Immunology, Durham, NC 27710, United States
| | - Matthew J Billard
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States; Department of Cell Biology and Physiology, University of North Carolina, Chapel Hill, NC 27599, United States.
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3
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Moy SS, Teng BL, Nikolova VD, Riddick NV, Simpson CD, Van Deusen A, Janzen WP, Sassano MF, Pedersen CA, Jarstfer MB. Prosocial effects of an oxytocin metabolite, but not synthetic oxytocin receptor agonists, in a mouse model of autism. Neuropharmacology 2018; 144:301-311. [PMID: 30399367 DOI: 10.1016/j.neuropharm.2018.10.036] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 10/22/2018] [Accepted: 10/23/2018] [Indexed: 12/18/2022]
Abstract
Currently, there are no established pharmaceutical strategies that effectively treat social deficits in autism spectrum disorder (ASD). Oxytocin, a neurohormone that plays a role in multiple types of social behaviors, has been proposed as a possible therapeutic against social impairment and other symptoms in ASD. However, from the standpoint of pharmacotherapy, oxytocin has several liabilities as a standard clinical treatment, including rapid metabolism, low brain penetrance, and activity at the vasopressin (antidiuretic hormone) receptors. The present studies describe findings from a preclinical screening program to evaluate oxytocin receptor (OXTR) agonists and oxytocin metabolites for potential clinical use as more optimal treatments. We first investigated two synthetic oxytocin analogs, TC-OT-39 and carbetocin, using in vitro cell-based assays for pharmacological characterization and behavioral tests in the BALB/cByJ mouse model of ASD-like social deficits. Although both TC-OT-39 and carbetocin selectively activate the OXTR, neither synthetic agonist had prosocial efficacy in the BALB/cByJ model. We next evaluated two oxytocin metabolites: OT(4-9) and OT(5-9). While OT(5-9) failed to affect social deficits, the metabolite OT(4-9) led to significant social preference in the BALB/cByJ model, in a dose-dependent manner. The increased sociability was observed at both 24 h and 12 days following the end of a subchronic regimen with OT(4-9) (2.0 mg/kg). Overall, these results suggest that the prosocial effects of oxytocin could be mediated by downstream activity of oxytocin metabolites, raising the possibility of new pathways to target for drug discovery relevant to ASD.
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Affiliation(s)
- Sheryl S Moy
- Carolina Institute for Developmental Disabilities, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA; Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA.
| | - Brian L Teng
- Carolina Institute for Developmental Disabilities, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA; Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Viktoriya D Nikolova
- Carolina Institute for Developmental Disabilities, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA; Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Natallia V Riddick
- Carolina Institute for Developmental Disabilities, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA; Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Catherine D Simpson
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Amy Van Deusen
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA; Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - William P Janzen
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA; Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Maria F Sassano
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA; Department of Pharmacology, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Cort A Pedersen
- Carolina Institute for Developmental Disabilities, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA; Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Michael B Jarstfer
- Carolina Institute for Developmental Disabilities, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA; Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, 27599, USA.
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4
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Abstract
To investigate large library docking's ability to find molecules with joint activity against on-targets and selectivity versus antitargets, the dopamine D2 and serotonin 5-HT2A receptors were targeted, seeking selectivity against the histamine H1 receptor. In a second campaign, κ-opioid receptor ligands were sought with selectivity versus the μ-opioid receptor. While hit rates ranged from 40% to 63% against the on-targets, they were just as good against the antitargets, even though the molecules were selected for their putative lack of binding to the off-targets. Affinities, too, were often as good or better for the off-targets. Even though it was occasionally possible to find selective molecules, such as a mid-nanomolar D2/5-HT2A ligand with 21-fold selectivity versus the H1 receptor, this was the exception. Whereas false-negatives are tolerable in docking screens against on-targets, they are intolerable against antitargets; addressing this problem may demand new strategies in the field.
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Affiliation(s)
- Dahlia R Weiss
- Department of Pharmaceutical Chemistry , University of California-San Francisco , San Francisco , California 94158-2550 , United States
| | - Joel Karpiak
- Department of Pharmaceutical Chemistry , University of California-San Francisco , San Francisco , California 94158-2550 , United States
| | - Xi-Ping Huang
- Department of Pharmacology and National Institute of Mental Health Psychoactive Drug Screening Program, School of Medicine , University of North Carolina , Chapel Hill , North Carolina 27599 , United States
| | - Maria F Sassano
- Department of Pharmacology and National Institute of Mental Health Psychoactive Drug Screening Program, School of Medicine , University of North Carolina , Chapel Hill , North Carolina 27599 , United States
| | - Jiankun Lyu
- Department of Pharmaceutical Chemistry , University of California-San Francisco , San Francisco , California 94158-2550 , United States
| | - Bryan L Roth
- Department of Pharmacology and National Institute of Mental Health Psychoactive Drug Screening Program, School of Medicine , University of North Carolina , Chapel Hill , North Carolina 27599 , United States
| | - Brian K Shoichet
- Department of Pharmaceutical Chemistry , University of California-San Francisco , San Francisco , California 94158-2550 , United States
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5
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Hull-Ryde EA, Porter MA, Fowler KA, Kireev D, Li K, Simpson CD, Sassano MF, Suto MJ, Pearce KH, Janzen W, Coghill JM. Identification of Cosalane as an Inhibitor of Human and Murine CC-Chemokine Receptor 7 Signaling via a High-Throughput Screen. SLAS Discov 2018; 23:1083-1091. [PMID: 29958052 DOI: 10.1177/2472555218780917] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
CC-chemokine receptor 7 (CCR7) is a G protein-coupled receptor expressed on a variety of immune cells. CCR7 plays a critical role in the migration of lymphocytes into secondary lymphoid tissues. CCR7 expression, however, has been linked to numerous disease states. Due to its therapeutic relevance and absence of available CCR7 inhibitors, we undertook a high-throughput screen (HTS) to identify small-molecule antagonists of the receptor. Here, we describe a robust HTS approach using a commercially available β-galactosidase enzyme fragment complementation system and confirmatory transwell chemotaxis assays. This work resulted in the identification of several compounds with activity against CCR7. The most potent of these was subsequently determined to be cosalane, a cholesterol derivative previously designed as a therapeutic for human immunodeficiency virus. Cosalane inhibited both human and murine CCR7 in response to both CCL19 and CCL21 agonists at physiologic concentrations. Furthermore, cosalane produced durable inhibition of the receptor following a cellular incubation period with subsequent washout. Overall, our work describes the development of an HTS-compatible assay, completion of a large HTS campaign, and demonstration for the first time that cosalane is a validated CCR7 antagonist. These efforts could pave the way for new approaches to address CCR7-associated disease processes.
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Affiliation(s)
- Emily A Hull-Ryde
- 1 Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,2 Marsico Lung Institute, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Melissa A Porter
- 1 Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,3 Ribometrix, Inc., Durham, NC, USA
| | - Kenneth A Fowler
- 4 Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Dmitri Kireev
- 1 Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kelin Li
- 1 Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Catherine D Simpson
- 1 Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Maria F Sassano
- 2 Marsico Lung Institute, University of North Carolina School of Medicine, Chapel Hill, NC, USA.,5 Department of Pharmacology, University of North Carolina, Chapel Hill, NC, USA
| | - Mark J Suto
- 6 Southern Research Institute, Birmingham, AL, USA
| | - Kenneth H Pearce
- 1 Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - William Janzen
- 1 Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,7 Epizyme, Inc., Cambridge, MA, USA
| | - James M Coghill
- 4 Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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6
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Manglik A, Lin H, Aryal DK, McCorvy JD, Dengler D, Corder G, Levit A, Kling RC, Bernat V, Hübner H, Huang XP, Sassano MF, Giguère PM, Löber S, Da Duan, Scherrer G, Kobilka BK, Gmeiner P, Roth BL, Shoichet BK. Structure-based discovery of opioid analgesics with reduced side effects. Nature 2016; 537:185-190. [PMID: 27533032 DOI: 10.1038/nature19112] [Citation(s) in RCA: 651] [Impact Index Per Article: 81.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 07/14/2016] [Indexed: 12/12/2022]
Abstract
Morphine is an alkaloid from the opium poppy used to treat pain. The potentially lethal side effects of morphine and related opioids-which include fatal respiratory depression-are thought to be mediated by μ-opioid-receptor (μOR) signalling through the β-arrestin pathway or by actions at other receptors. Conversely, G-protein μOR signalling is thought to confer analgesia. Here we computationally dock over 3 million molecules against the μOR structure and identify new scaffolds unrelated to known opioids. Structure-based optimization yields PZM21-a potent Gi activator with exceptional selectivity for μOR and minimal β-arrestin-2 recruitment. Unlike morphine, PZM21 is more efficacious for the affective component of analgesia versus the reflexive component and is devoid of both respiratory depression and morphine-like reinforcing activity in mice at equi-analgesic doses. PZM21 thus serves as both a probe to disentangle μOR signalling and a therapeutic lead that is devoid of many of the side effects of current opioids.
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Affiliation(s)
- Aashish Manglik
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Henry Lin
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158, USA
| | - Dipendra K Aryal
- Department of Pharmacology, UNC Chapel Hill Medical School, Chapel Hill, North Carolina 27514, USA
| | - John D McCorvy
- Department of Pharmacology, UNC Chapel Hill Medical School, Chapel Hill, North Carolina 27514, USA
| | - Daniela Dengler
- Department of Chemistry and Pharmacy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schuhstraße 19, 91052 Erlangen, Germany
| | - Gregory Corder
- Department of Anesthesiology, Perioperative and Pain Medicine, Neurosurgery, Stanford Neurosciences Institute, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Anat Levit
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158, USA
| | - Ralf C Kling
- Department of Chemistry and Pharmacy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schuhstraße 19, 91052 Erlangen, Germany.,Institut für Physiologie und Pathophysiologie, Paracelsus Medical University, 90419 Nuremberg, Germany
| | - Viachaslau Bernat
- Department of Chemistry and Pharmacy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schuhstraße 19, 91052 Erlangen, Germany
| | - Harald Hübner
- Department of Chemistry and Pharmacy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schuhstraße 19, 91052 Erlangen, Germany
| | - Xi-Ping Huang
- Department of Pharmacology, UNC Chapel Hill Medical School, Chapel Hill, North Carolina 27514, USA
| | - Maria F Sassano
- Department of Pharmacology, UNC Chapel Hill Medical School, Chapel Hill, North Carolina 27514, USA
| | - Patrick M Giguère
- Department of Pharmacology, UNC Chapel Hill Medical School, Chapel Hill, North Carolina 27514, USA
| | - Stefan Löber
- Department of Chemistry and Pharmacy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schuhstraße 19, 91052 Erlangen, Germany
| | - Da Duan
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158, USA
| | - Grégory Scherrer
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, California 94305, USA.,Department of Anesthesiology, Perioperative and Pain Medicine, Neurosurgery, Stanford Neurosciences Institute, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Brian K Kobilka
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Peter Gmeiner
- Department of Chemistry and Pharmacy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schuhstraße 19, 91052 Erlangen, Germany
| | - Bryan L Roth
- Department of Pharmacology, UNC Chapel Hill Medical School, Chapel Hill, North Carolina 27514, USA
| | - Brian K Shoichet
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158, USA
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7
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Billard MJ, Fitzhugh DJ, Parker JS, Brozowski JM, McGinnis MW, Timoshchenko RG, Serafin DS, Lininger R, Klauber-Demore N, Sahagian G, Truong YK, Sassano MF, Serody JS, Tarrant TK. G Protein Coupled Receptor Kinase 3 Regulates Breast Cancer Migration, Invasion, and Metastasis. PLoS One 2016; 11:e0152856. [PMID: 27049755 PMCID: PMC4822790 DOI: 10.1371/journal.pone.0152856] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 03/21/2016] [Indexed: 12/11/2022] Open
Abstract
Triple negative breast cancer (TNBC) is a heterogeneous disease that has a poor prognosis and limited treatment options. Chemokine receptor interactions are important modulators of breast cancer metastasis; however, it is now recognized that quantitative surface expression of one important chemokine receptor, CXCR4, may not directly correlate with metastasis and that its functional activity in breast cancer may better inform tumor pathogenicity. G protein coupled receptor kinase 3 (GRK3) is a negative regulator of CXCR4 activity, and we show that GRK expression correlates with tumorigenicity, molecular subtype, and metastatic potential in human tumor microarray analysis. Using established human breast cancer cell lines and an immunocompetent in vivo mouse model, we further demonstrate that alterations in GRK3 expression levels in tumor cells directly affect migration and invasion in vitro and the establishment of distant metastasis in vivo. The effects of GRK3 modulation appear to be specific to chemokine-mediated migration behaviors without influencing tumor cell proliferation or survival. These data demonstrate that GRK3 dysregulation may play an important part in TNBC metastasis.
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Affiliation(s)
- Matthew J. Billard
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - David J. Fitzhugh
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - Joel S. Parker
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina Chapel Hill, NC 27599, United States of America
| | - Jaime M. Brozowski
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, 27599, United States of America
| | - Marcus W. McGinnis
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - Roman G. Timoshchenko
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - D. Stephen Serafin
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - Ruth Lininger
- Lineberger Comprehensive Cancer Center, University of North Carolina Chapel Hill, NC 27599, United States of America
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - Nancy Klauber-Demore
- Lineberger Comprehensive Cancer Center, University of North Carolina Chapel Hill, NC 27599, United States of America
- Department of Surgery, Division of Surgical Oncology, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - Gary Sahagian
- Department of Developmental, Molecular & Chemical Biology, Tufts University, Medford, MA 02155, United States of America
| | - Young K. Truong
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - Maria F. Sassano
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States of America
| | - Jonathan S. Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina Chapel Hill, NC 27599, United States of America
- Department of Medicine, Division of Hematology Oncology, University of North Carolina, Chapel Hill NC, 27599, United States of America
| | - Teresa K. Tarrant
- Thurston Arthritis Research Center and the Department of Medicine, Division of Rheumatology, Allergy, and Immunology, University of North Carolina, Chapel Hill, NC 27599, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina Chapel Hill, NC 27599, United States of America
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, 27599, United States of America
- * E-mail:
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8
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Vardy E, Sassano MF, Rennekamp AJ, Kroeze WK, Mosier PD, Westkaemper RB, Stevens CW, Katritch V, Stevens RC, Peterson RT, Roth BL. Single Amino Acid Variation Underlies Species-Specific Sensitivity to Amphibian Skin-Derived Opioid-like Peptides. ACTA ACUST UNITED AC 2016; 22:764-75. [PMID: 26091169 DOI: 10.1016/j.chembiol.2015.05.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Revised: 04/14/2015] [Accepted: 05/01/2015] [Indexed: 01/08/2023]
Abstract
It has been suggested that the evolution of vertebrate opioid receptors (ORs) follow a vector of increased functionality. Here, we test this idea by comparing human and frog ORs. Interestingly, some of the most potent opioid peptides known have been isolated from amphibian skin secretions. Here we show that such peptides (dermorphin and deltorphin) are highly potent in the human receptors and inactive in frog ORs. The molecular basis for the insensitivity of the frog ORs to these peptides was studied using chimeras and molecular modeling. The insensitivity of the delta OR (DOR) to deltorphin was due to variation of a single amino acid, Trp7.35, which is a leucine in mammalian DORs. Notably, Trp7.35 is completely conserved in all known DOR sequences from lamprey, fish, and amphibians. The deltorphin-insensitive phenotype was verified in fish. Our results provide a molecular explanation for the species selectivity of skin-derived opioid peptides.
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Affiliation(s)
- Eyal Vardy
- Department of Pharmacology, UNC Chapel Hill Medical School, 4072 Genetic Medicine Building, 120 Mason Farm Road, Chapel Hill, NC 27514, USA
| | - Maria F Sassano
- Department of Pharmacology, UNC Chapel Hill Medical School, 4072 Genetic Medicine Building, 120 Mason Farm Road, Chapel Hill, NC 27514, USA
| | - Andrew J Rennekamp
- Cardiovascular Research Center and Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, 149 13(th) Street, Charlestown, MA 02129, USA; Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA
| | - Wesley K Kroeze
- Department of Pharmacology, UNC Chapel Hill Medical School, 4072 Genetic Medicine Building, 120 Mason Farm Road, Chapel Hill, NC 27514, USA
| | - Philip D Mosier
- Department of Medicinal Chemistry, Virginia Commonwealth University School of Pharmacy, Richmond, VA 23298, USA
| | - Richard B Westkaemper
- Department of Medicinal Chemistry, Virginia Commonwealth University School of Pharmacy, Richmond, VA 23298, USA
| | - Craig W Stevens
- Department of Pharmacology & Physiology, Oklahoma State University Center for Health Sciences, 1111 West 17(th) Street, Tulsa, OK 74107, USA
| | - Vsevolod Katritch
- Department of Biological Sciences and Chemistry, Bridge Institute, University of Southern California, Los Angeles, CA 90089, USA
| | - Raymond C Stevens
- Department of Biological Sciences and Chemistry, Bridge Institute, University of Southern California, Los Angeles, CA 90089, USA
| | - Randall T Peterson
- Cardiovascular Research Center and Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, 149 13(th) Street, Charlestown, MA 02129, USA; Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA
| | - Bryan L Roth
- Department of Pharmacology, UNC Chapel Hill Medical School, 4072 Genetic Medicine Building, 120 Mason Farm Road, Chapel Hill, NC 27514, USA.
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9
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Kroeze WK, Sassano MF, Huang XP, Lansu K, McCorvy JD, Giguère PM, Sciaky N, Roth BL. PRESTO-Tango as an open-source resource for interrogation of the druggable human GPCRome. Nat Struct Mol Biol 2015; 22:362-9. [PMID: 25895059 PMCID: PMC4424118 DOI: 10.1038/nsmb.3014] [Citation(s) in RCA: 452] [Impact Index Per Article: 50.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2014] [Accepted: 03/25/2015] [Indexed: 01/14/2023]
Abstract
G protein-coupled receptors (GPCRs) are essential mediators of cellular signaling and are important targets of drug action. Of the approximately 350 nonolfactory human GPCRs, more than 100 are still considered to be 'orphans' because their endogenous ligands remain unknown. Here, we describe a unique open-source resource that allows interrogation of the druggable human GPCRome via a G protein-independent β-arrestin-recruitment assay. We validate this unique platform at more than 120 nonorphan human GPCR targets, demonstrate its utility for discovering new ligands for orphan human GPCRs and describe a method (parallel receptorome expression and screening via transcriptional output, with transcriptional activation following arrestin translocation (PRESTO-Tango)) for the simultaneous and parallel interrogation of the entire human nonolfactory GPCRome.
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Affiliation(s)
- Wesley K Kroeze
- 1] Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [2] National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Maria F Sassano
- 1] Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [2] National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Xi-Ping Huang
- 1] Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [2] National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Katherine Lansu
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - John D McCorvy
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Patrick M Giguère
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Noah Sciaky
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Bryan L Roth
- 1] Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [2] National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [3] Program in Neuroscience, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [4] Division of Chemical Biology and Medicinal Chemistry, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
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10
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Kroeze WK, Sassano MF, Huang XP, Lansu K, McCorvy JD, Giguère PM, Sciaky N, Roth BL. PRESTO-Tango as an open-source resource for interrogation of the druggable human GPCRome. Nat Struct Mol Biol 2015; 22:362-369. [PMID: 25895059 DOI: 10.1021/acscentsci.2c00442/suppl_file/oc2c00442_si_001.pdf] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2014] [Accepted: 03/25/2015] [Indexed: 05/23/2023]
Abstract
G protein-coupled receptors (GPCRs) are essential mediators of cellular signaling and are important targets of drug action. Of the approximately 350 nonolfactory human GPCRs, more than 100 are still considered to be 'orphans' because their endogenous ligands remain unknown. Here, we describe a unique open-source resource that allows interrogation of the druggable human GPCRome via a G protein-independent β-arrestin-recruitment assay. We validate this unique platform at more than 120 nonorphan human GPCR targets, demonstrate its utility for discovering new ligands for orphan human GPCRs and describe a method (parallel receptorome expression and screening via transcriptional output, with transcriptional activation following arrestin translocation (PRESTO-Tango)) for the simultaneous and parallel interrogation of the entire human nonolfactory GPCRome.
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Affiliation(s)
- Wesley K Kroeze
- 1] Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [2] National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Maria F Sassano
- 1] Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [2] National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Xi-Ping Huang
- 1] Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [2] National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Katherine Lansu
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - John D McCorvy
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Patrick M Giguère
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Noah Sciaky
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Bryan L Roth
- 1] Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [2] National Institute of Mental Health Psychoactive Drug Screening Program, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [3] Program in Neuroscience, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA. [4] Division of Chemical Biology and Medicinal Chemistry, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
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11
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Cero C, Vostrikov VV, Verardi R, Severini C, Gopinath T, Braun PD, Sassano MF, Gurney A, Roth BL, Vulchanova L, Possenti R, Veglia G, Bartolomucci A. The TLQP-21 peptide activates the G-protein-coupled receptor C3aR1 via a folding-upon-binding mechanism. Structure 2014; 22:1744-1753. [PMID: 25456411 DOI: 10.1016/j.str.2014.10.001] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2014] [Revised: 09/08/2014] [Accepted: 10/06/2014] [Indexed: 01/02/2023]
Abstract
TLQP-21, a VGF-encoded peptide is emerging as a novel target for obesity-associated disorders. TLQP-21 is found in the sympathetic nerve terminals in the adipose tissue and targets the G-protein-coupled receptor complement-3a receptor1 (C3aR1). The mechanisms of TLQP-21-induced receptor activation remain unexplored. Here, we report that TLQP-21 is intrinsically disordered and undergoes a disorder-to-order transition, adopting an α-helical conformation upon targeting cells expressing the C3aR1. We determined that the hot spots for TLQP-21 are located at the C terminus, with mutations in the last four amino acids progressively reducing the bioactivity and, a single site mutation (R21A) or C-terminal amidation abolishing its function completely. Additionally, the human TLQP-21 sequence carrying a S20A substitution activates the human C3aR1 receptor with lower potency compared to the rodent sequence. These studies reveal the mechanism of action of TLQP-21 and provide molecular templates for designing agonists and antagonists to modulate C3aR1 functions.
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Affiliation(s)
- Cheryl Cero
- Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Vitaly V Vostrikov
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Raffaello Verardi
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Cinzia Severini
- Institute of Cell Biology and Neurobiology, National Research Council, 00143 Rome, Italy
| | - Tata Gopinath
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Patrick D Braun
- Department of Pharmaceutics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Maria F Sassano
- Department of Pharmacology and National Institute of Mental Health Psychoactive Drug Screening Program, School of Medicine, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Allison Gurney
- Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Bryan L Roth
- Department of Pharmacology and National Institute of Mental Health Psychoactive Drug Screening Program, School of Medicine, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Lucy Vulchanova
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Roberta Possenti
- Institute of Cell Biology and Neurobiology, National Research Council, 00143 Rome, Italy; Department of Medicine of System, University of Rome "Tor Vergata", 00133 Rome, Italy
| | - Gianluigi Veglia
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Alessandro Bartolomucci
- Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, MN 55455, USA.
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12
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Fourches D, Sassano MF, Roth BL, Tropsha A. HTS navigator: freely accessible cheminformatics software for analyzing high-throughput screening data. ACTA ACUST UNITED AC 2013; 30:588-9. [PMID: 24376084 DOI: 10.1093/bioinformatics/btt718] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
SUMMARY We report on the development of the high-throughput screening (HTS) Navigator software to analyze and visualize the results of HTS of chemical libraries. The HTS Navigator processes output files from different plate readers' formats, computes the overall HTS matrix, automatically detects hits and has different types of baseline navigation and correction features. The software incorporates advanced cheminformatics capabilities such as chemical structure storage and visualization, fast similarity search and chemical neighborhood analysis for retrieved hits. The software is freely available for academic laboratories. AVAILABILITY AND IMPLEMENTATION http://fourches.web.unc.edu/
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Affiliation(s)
- Denis Fourches
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill and Department of Pharmacology and the NIMH Psychoactive Drug Screening Program, School of Medicine, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
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13
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Lemieux GA, Keiser MJ, Sassano MF, Laggner C, Mayer F, Bainton RJ, Werb Z, Roth BL, Shoichet BK, Ashrafi K. In silico molecular comparisons of C. elegans and mammalian pharmacology identify distinct targets that regulate feeding. PLoS Biol 2013; 11:e1001712. [PMID: 24260022 PMCID: PMC3833878 DOI: 10.1371/journal.pbio.1001712] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2013] [Accepted: 10/04/2013] [Indexed: 11/18/2022] Open
Abstract
This paper takes advantage of similarities between the C. elegans and human pharmacopeia to identify and validate pharmacological targets that regulate C. elegans feeding rates. Phenotypic screens can identify molecules that are at once penetrant and active on the integrated circuitry of a whole cell or organism. These advantages are offset by the need to identify the targets underlying the phenotypes. Additionally, logistical considerations limit screening for certain physiological and behavioral phenotypes to organisms such as zebrafish and C. elegans. This further raises the challenge of elucidating whether compound-target relationships found in model organisms are preserved in humans. To address these challenges we searched for compounds that affect feeding behavior in C. elegans and sought to identify their molecular mechanisms of action. Here, we applied predictive chemoinformatics to small molecules previously identified in a C. elegans phenotypic screen likely to be enriched for feeding regulatory compounds. Based on the predictions, 16 of these compounds were tested in vitro against 20 mammalian targets. Of these, nine were active, with affinities ranging from 9 nM to 10 µM. Four of these nine compounds were found to alter feeding. We then verified the in vitro findings in vivo through genetic knockdowns, the use of previously characterized compounds with high affinity for the four targets, and chemical genetic epistasis, which is the effect of combined chemical and genetic perturbations on a phenotype relative to that of each perturbation in isolation. Our findings reveal four previously unrecognized pathways that regulate feeding in C. elegans with strong parallels in mammals. Together, our study addresses three inherent challenges in phenotypic screening: the identification of the molecular targets from a phenotypic screen, the confirmation of the in vivo relevance of these targets, and the evolutionary conservation and relevance of these targets to their human orthologs. Many beneficial pharmacological interventions were first discovered by observing the effects of perturbation of intact biological systems by small organic molecules without a priori knowledge of their targets. This forward pharmacological approach has the advantage of directly identifying new pharmacological agents that are active on complex biological processes. However, because of experimental feasibility, systematic application of this approach is generally limited to small animals such as the roundworm C. elegans and zebrafish, raising the question of whether use of these animals could identify compounds that act on ortholgous mammalian targets. A significant challenge in addressing this question is the determination of the molecular identities of the compounds' targets responsible for the desired phenotypic outcomes. Here we describe a computational approach for target identification based on structural similarities of newly identified compounds to known ligand interactions with mostly mammalian targets. For several of the compounds emerging from a C. elegans phenotypic screen, we predict and confirm mammalian targets using in vitro binding assays. Using genetic and pharmacological assays, we then demonstrate that a subset of these compounds alter C. elegans feeding rates through the C. elegans counterparts of the predicted mammalian targets.
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Affiliation(s)
- George A. Lemieux
- Department of Anatomy, University of California, San Francisco, California, United States of America
| | - Michael J. Keiser
- SeaChange Pharmaceuticals Inc., San Francisco, California, United States of America
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California, United States of America
| | - Maria F. Sassano
- Department of Pharmacology, University of North Carolina Medical School, Chapel Hill, North Carolina, United States of America
| | - Christian Laggner
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California, United States of America
| | - Fahima Mayer
- Department of Physiology, University of California, San Francisco, California, United States of America
| | - Roland J. Bainton
- Department of Anesthesiology, University of California, San Francisco, California, United States of America
| | - Zena Werb
- Department of Anatomy, University of California, San Francisco, California, United States of America
| | - Bryan L. Roth
- Department of Pharmacology, University of North Carolina Medical School, Chapel Hill, North Carolina, United States of America
- * E-mail: (BLR); (BKS); (KA)
| | - Brian K. Shoichet
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California, United States of America
- * E-mail: (BLR); (BKS); (KA)
| | - Kaveh Ashrafi
- Department of Physiology, University of California, San Francisco, California, United States of America
- * E-mail: (BLR); (BKS); (KA)
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14
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Aristotelous T, Ahn S, Shukla AK, Gawron S, Sassano MF, Kahsai AW, Wingler LM, Zhu X, Tripathi-Shukla P, Huang XP, Riley J, Besnard J, Read KD, Roth BL, Gilbert IH, Hopkins AL, Lefkowitz RJ, Navratilova I. Discovery of β2 Adrenergic Receptor Ligands Using Biosensor Fragment Screening of Tagged Wild-Type Receptor. ACS Med Chem Lett 2013; 4:1005-1010. [PMID: 24454993 PMCID: PMC3892729 DOI: 10.1021/ml400312j] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Accepted: 09/03/2013] [Indexed: 01/09/2023] Open
Abstract
![]()
G-protein coupled receptors (GPCRs)
are the primary target class
of currently marketed drugs, accounting for about a quarter of all
drug targets of approved medicines. However, almost all the screening
efforts for novel ligand discovery rely exclusively on cellular systems
overexpressing the receptors. An alternative ligand discovery strategy
is a fragment-based drug discovery, where low molecular weight compounds,
known as fragments, are screened as initial starting points for optimization.
However, the screening of fragment libraries usually employs biophysical
screening methods, and as such, it has not been routinely applied
to membrane proteins. We present here a surface plasmon resonance
biosensor approach that enables, cell-free, label-free, fragment screening
that directly measures fragment interactions with wild-type GPCRs.
We exemplify the method by the discovery of novel, selective, high
affinity antagonists of human β2 adrenoceptor.
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Affiliation(s)
- Tonia Aristotelous
- Division
of Biological Chemistry and Drug Discovery, College of
Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, United Kingdom
| | - Seungkirl Ahn
- Department
of Medicine, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Arun K. Shukla
- Department
of Medicine, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Sylwia Gawron
- Division
of Biological Chemistry and Drug Discovery, College of
Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, United Kingdom
| | - Maria F. Sassano
- NIMH Psychoactive
Drug Screening Program, Department of Pharmacology, The University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina 27759, United States
| | - Alem W. Kahsai
- Department
of Medicine, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Laura M. Wingler
- Department
of Medicine, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Xiao Zhu
- Department
of Medicine, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Prachi Tripathi-Shukla
- Department
of Medicine, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Xi-Ping Huang
- NIMH Psychoactive
Drug Screening Program, Department of Pharmacology, The University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina 27759, United States
| | - Jennifer Riley
- Division
of Biological Chemistry and Drug Discovery, College of
Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, United Kingdom
| | - Jérémy Besnard
- Division
of Biological Chemistry and Drug Discovery, College of
Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, United Kingdom
| | - Kevin D. Read
- Division
of Biological Chemistry and Drug Discovery, College of
Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, United Kingdom
| | - Bryan L. Roth
- NIMH Psychoactive
Drug Screening Program, Department of Pharmacology, The University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina 27759, United States
- Department
of Pharmacology and Division of Chemical Biology and Medicinal Chemistry, The University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina 27759, United States
| | - Ian H. Gilbert
- Division
of Biological Chemistry and Drug Discovery, College of
Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, United Kingdom
| | - Andrew L. Hopkins
- Division
of Biological Chemistry and Drug Discovery, College of
Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, United Kingdom
| | - Robert J. Lefkowitz
- Department
of Medicine, Duke University Medical Center, Durham, North Carolina 27710, United States
- Howard Hughes
Medical Institute, Duke University Medical Center, Durham, North Carolina 27710, United States
- Department
of Biochemistry, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Iva Navratilova
- Division
of Biological Chemistry and Drug Discovery, College of
Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, United Kingdom
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15
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Weiss DR, Ahn S, Sassano MF, Kleist A, Zhu X, Strachan R, Roth BL, Lefkowitz RJ, Shoichet BK. Conformation guides molecular efficacy in docking screens of activated β-2 adrenergic G protein coupled receptor. ACS Chem Biol 2013; 8:1018-26. [PMID: 23485065 PMCID: PMC3658555 DOI: 10.1021/cb400103f] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
![]()
A prospective,
large library virtual screen against an activated
β2-adrenergic receptor (β2AR) structure returned potent
agonists to the exclusion of inverse-agonists, providing the first
complement to the previous virtual screening campaigns against inverse-agonist-bound
G protein coupled receptor (GPCR) structures, which predicted only
inverse-agonists. In addition, two hits recapitulated the signaling
profile of the co-crystal ligand with respect to the G protein and
arrestin mediated signaling. This functional fidelity has important
implications in drug design, as the ability to predict ligands with
predefined signaling properties is highly desirable. However, the
agonist-bound state provides an uncertain template for modeling the
activated conformation of other GPCRs, as a dopamine D2 receptor (DRD2)
activated model templated on the activated β2AR structure returned
few hits of only marginal potency.
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Affiliation(s)
- Dahlia R. Weiss
- Department of Pharmaceutical
Chemistry, University of California San Francisco, San Francisco, California 94158-2550, United States
| | | | - Maria F. Sassano
- Department of Pharmacology
and
National Institute of Mental Health Psychoactive Drug Screening Program
School of Medicine, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | | | | | | | - Bryan L. Roth
- Department of Pharmacology
and
National Institute of Mental Health Psychoactive Drug Screening Program
School of Medicine, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | | | - Brian K. Shoichet
- Department of Pharmaceutical
Chemistry, University of California San Francisco, San Francisco, California 94158-2550, United States
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16
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Abstract
![]()
Colloidal
aggregation is the dominant mechanism for artifactual
inhibition of soluble proteins, and controls against it are now widely
deployed. Conversely, investigating this mechanism for membrane-bound
receptors has proven difficult. Here we investigate the activity of
four well-characterized aggregators against three G protein-coupled
receptors (GPCRs) recognizing peptide and protein ligands. Each of
the aggregators was active at micromolar concentrations against the
three GPCRs in cell-based assays. This activity could be attenuated
by either centrifugation of the inhibitor stock solution or by addition
of Tween-80 detergent. In the absence of agonist, the aggregators
acted as inverse agonists, consistent with a direct receptor interaction.
Meanwhile, several literature GPCR ligands that resemble aggregators
themselves formed colloids, by both physical and enzymological tests.
These observations suggest that some GPCRs may be artifactually antagonized
by colloidal aggregates, an effect that merits the attention of investigators
in this field.
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Affiliation(s)
- Maria F Sassano
- Department of Pharmacology and the NIMH Psychoactive Drug Screening Program, University of North Carolina Chapel Hill School of Medicine , Chapel Hill, North Carolina 27759, USA
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17
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Lin H, Sassano MF, Roth BL, Shoichet BK. A pharmacological organization of G protein-coupled receptors. Nat Methods 2013; 10:140-6. [PMID: 23291723 PMCID: PMC3560304 DOI: 10.1038/nmeth.2324] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2012] [Accepted: 11/16/2012] [Indexed: 01/08/2023]
Abstract
Protein classification typically uses structural, sequence, or functional similarity. Here we introduce an orthogonal method that organizes proteins by ligand similarity, focusing here on the class A G protein-coupled receptor (GPCR) protein family. Comparing a ligand-based dendogram to a sequence-based one, we sought examples of GPCRs that were distantly linked by sequence but neighbors by ligand similarity. Experimental testing of compounds predicted to link three of these new pairs confirmed the predicted association, with potencies ranging from the low-nanomolar to low-micromolar. We then identified hundreds of non-GPCRs closely related to GPCRs by ligand similarity, including the CXCR2 chemokine receptor to Casein kinase I, the cannabinoid receptors to epoxide hydrolase 2, and the α2 adrenergic receptor to phospholipase D. These, too, were confirmed experimentally. Ligand similarities among these targets may reflect a chemical integration in the time domain of molecular signaling.
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Affiliation(s)
- Henry Lin
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, USA
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18
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Besnard J, Ruda GF, Setola V, Abecassis K, Rodriguiz RM, Huang XP, Norval S, Sassano MF, Shin AI, Webster LA, Simeons FRC, Stojanovski L, Prat A, Seidah NG, Constam DB, Bickerton GR, Read KD, Wetsel WC, Gilbert IH, Roth BL, Hopkins AL. Automated design of ligands to polypharmacological profiles. Nature 2012; 492:215-20. [PMID: 23235874 PMCID: PMC3653568 DOI: 10.1038/nature11691] [Citation(s) in RCA: 583] [Impact Index Per Article: 48.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Accepted: 10/19/2012] [Indexed: 12/22/2022]
Abstract
The clinical efficacy and safety of a drug is determined by its activity profile across many proteins in the proteome. However, designing drugs with a specific multi-target profile is both complex and difficult. Therefore methods to design drugs rationally a priori against profiles of several proteins would have immense value in drug discovery. Here we describe a new approach for the automated design of ligands against profiles of multiple drug targets. The method is demonstrated by the evolution of an approved acetylcholinesterase inhibitor drug into brain-penetrable ligands with either specific polypharmacology or exquisite selectivity profiles for G-protein-coupled receptors. Overall, 800 ligand-target predictions of prospectively designed ligands were tested experimentally, of which 75% were confirmed to be correct. We also demonstrate target engagement in vivo. The approach can be a useful source of drug leads when multi-target profiles are required to achieve either selectivity over other drug targets or a desired polypharmacology.
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Affiliation(s)
- Jérémy Besnard
- Division of Biological Chemistry and Drug Discovery, College of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
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19
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Chen X, Sassano MF, Zheng L, Setola V, Chen M, Bai X, Frye SV, Wetsel WC, Roth BL, Jin J. Structure-functional selectivity relationship studies of β-arrestin-biased dopamine D₂ receptor agonists. J Med Chem 2012; 55:7141-53. [PMID: 22845053 DOI: 10.1021/jm300603y] [Citation(s) in RCA: 102] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Functionally selective G protein-coupled receptor (GPCR) ligands, which differentially modulate canonical and noncanonical signaling, are extremely useful for elucidating key signal transduction pathways essential for both the therapeutic actions and side effects of drugs. However, few such ligands have been created, and very little purposeful attention has been devoted to studying what we term: "structure-functional selectivity relationships" (SFSR). We recently disclosed the first β-arrestin-biased dopamine D(2) receptor (D(2)R) agonists UNC9975 (44) and UNC9994 (36), which have robust in vivo antipsychotic drug-like activities. Here we report the first comprehensive SFSR studies focused on exploring four regions of the aripiprazole scaffold, which resulted in the discovery of these β-arrestin-biased D(2)R agonists. These studies provide a successful proof-of-concept for how functionally selective ligands can be discovered.
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Affiliation(s)
- Xin Chen
- Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
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Chen G, Cho SJ, Huang XP, Jensen NH, Svennebring A, Sassano MF, Roth BL, Kozikowski AP. Rational Drug Design Leading to the Identification of a Potent 5-HT(2C) Agonist Lacking 5-HT(2B) Activity. ACS Med Chem Lett 2011; 2:929-932. [PMID: 22778800 DOI: 10.1021/ml200206z] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The 5-HT(2C) receptor is an attractive drug target in the quest for new therapeutics to treat a variety of human disorders. We have previously undertaken a structural optimization campaign that has led to some potent and moderately selective 5-HT(2C) receptor agonists. After expanding our structure-function library, we were able to combine our datasets so as to allow the design of compounds of improved selectivity and potency. We disclose herein the structural optimization of our previously reported 5-HT(2B)/5-HT(2C) agonists, which has led to the identification of a highly selective 5-HT(2C) agonist, (+)-trans-[2-(2-cyclopropylmethoxyphenyl)cyclopropyl]methylamine hydrochloride, with an EC(50) of 55 nM and no detectable agonism at the 5-HT(2B) receptor.
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Affiliation(s)
- Gang Chen
- Drug Discovery Program, Department
of Medicinal Chemistry and Pharmacognosy, College of Pharmacy (M/C781), University of Illinois at Chicago, 833 South Wood Street,
Chicago, Illinois 60612-7230, United States
| | - Sung Jin Cho
- Drug Discovery Program, Department
of Medicinal Chemistry and Pharmacognosy, College of Pharmacy (M/C781), University of Illinois at Chicago, 833 South Wood Street,
Chicago, Illinois 60612-7230, United States
| | - Xi-Ping Huang
- Department of Pharmacology,
Psychiatry, Comprehensive Cancer Center, Center for Neurobiology,
Division of NIMH Psychoactive Drug Screening Program, University of North Carolina Medical School, Chapel
Hill, CB # 7365, North Carolina 27599, United States
| | - Niels H. Jensen
- Department of Pharmacology,
Psychiatry, Comprehensive Cancer Center, Center for Neurobiology,
Division of NIMH Psychoactive Drug Screening Program, University of North Carolina Medical School, Chapel
Hill, CB # 7365, North Carolina 27599, United States
| | - Andreas Svennebring
- Drug Discovery Program, Department
of Medicinal Chemistry and Pharmacognosy, College of Pharmacy (M/C781), University of Illinois at Chicago, 833 South Wood Street,
Chicago, Illinois 60612-7230, United States
| | - Maria F. Sassano
- Department of Pharmacology,
Psychiatry, Comprehensive Cancer Center, Center for Neurobiology,
Division of NIMH Psychoactive Drug Screening Program, University of North Carolina Medical School, Chapel
Hill, CB # 7365, North Carolina 27599, United States
| | - Bryan L. Roth
- Department of Pharmacology,
Psychiatry, Comprehensive Cancer Center, Center for Neurobiology,
Division of NIMH Psychoactive Drug Screening Program, University of North Carolina Medical School, Chapel
Hill, CB # 7365, North Carolina 27599, United States
| | - Alan P. Kozikowski
- Drug Discovery Program, Department
of Medicinal Chemistry and Pharmacognosy, College of Pharmacy (M/C781), University of Illinois at Chicago, 833 South Wood Street,
Chicago, Illinois 60612-7230, United States
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