1
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Banhos Danneskiold-Samsøe N, Kavi D, Jude KM, Nissen SB, Wat LW, Coassolo L, Zhao M, Santana-Oikawa GA, Broido BB, Garcia KC, Svensson KJ. AlphaFold2 enables accurate deorphanization of ligands to single-pass receptors. Cell Syst 2024:S2405-4712(24)00301-6. [PMID: 39541981 DOI: 10.1016/j.cels.2024.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 09/03/2024] [Accepted: 10/21/2024] [Indexed: 11/17/2024]
Abstract
Secreted proteins play crucial roles in paracrine and endocrine signaling; however, identifying ligand-receptor interactions remains challenging. Here, we benchmarked AlphaFold2 (AF2) as a screening approach to identify extracellular ligands to single-pass transmembrane receptors. Key to the approach is the optimization of AF2 input and output for screening ligands against receptors to predict the most probable ligand-receptor interactions. The predictions were performed on ligand-receptor pairs not used for AF2 training. We demonstrate high discriminatory power and a success rate of close to 90% for known ligand-receptor pairs and 50% for a diverse set of experimentally validated interactions. Further, we show that screen accuracy does not correlate linearly with prediction of ligand-receptor interaction. These results demonstrate a proof of concept of a rapid and accurate screening platform to predict high-confidence cell-surface receptors for a diverse set of ligands by structural binding prediction, with potentially wide applicability for the understanding of cell-cell communication.
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Affiliation(s)
- Niels Banhos Danneskiold-Samsøe
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Department of Biology, University of Copenhagen, Copenhagen, Denmark.
| | - Deniz Kavi
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Kevin M Jude
- Department of Molecular and Cellular Physiology, Department of Structural Biology, and Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Silas Boye Nissen
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark
| | - Lianna W Wat
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | - Laetitia Coassolo
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | - Meng Zhao
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | | | | | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Department of Structural Biology, and Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Katrin J Svensson
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA.
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2
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Southey BR, Romanova EV, Rodriguez-Zas SL, Sweedler JV. Bioinformatics for Prohormone and Neuropeptide Discovery. Methods Mol Biol 2024; 2758:151-178. [PMID: 38549013 PMCID: PMC11045269 DOI: 10.1007/978-1-0716-3646-6_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2024]
Abstract
Neuropeptides and peptide hormones are signaling molecules produced via complex posttranslational modifications of precursor proteins known as prohormones. Neuropeptides activate specific receptors and are associated with the regulation of physiological systems and behaviors. The identification of prohormones-and the neuropeptides created by these prohormones-from genomic assemblies has become essential to support the annotation and use of the rapidly growing number of sequenced genomes. Here we describe a well-validated methodology for identifying the prohormone complement from genomic assemblies that employs widely available public toolsets and databases. The uncovered prohormone sequences can then be screened for putative neuropeptides to enable accurate proteomic discovery and validation.
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Affiliation(s)
- Bruce R Southey
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Elena V Romanova
- Department of Chemistry, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Sandra L Rodriguez-Zas
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jonathan V Sweedler
- Department of Chemistry, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
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3
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La Paglia L, Vazzana M, Mauro M, Urso A, Arizza V, Vizzini A. Bioactive Molecules from the Innate Immunity of Ascidians and Innovative Methods of Drug Discovery: A Computational Approach Based on Artificial Intelligence. Mar Drugs 2023; 22:6. [PMID: 38276644 PMCID: PMC10817596 DOI: 10.3390/md22010006] [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: 11/20/2023] [Revised: 12/12/2023] [Accepted: 12/17/2023] [Indexed: 01/27/2024] Open
Abstract
The study of bioactive molecules of marine origin has created an important bridge between biological knowledge and its applications in biotechnology and biomedicine. Current studies in different research fields, such as biomedicine, aim to discover marine molecules characterized by biological activities that can be used to produce potential drugs for human use. In recent decades, increasing attention has been paid to a particular group of marine invertebrates, the Ascidians, as they are a source of bioactive products. We describe omics data and computational methods relevant to identifying the mechanisms and processes of innate immunity underlying the biosynthesis of bioactive molecules, focusing on innovative computational approaches based on Artificial Intelligence. Since there is increasing attention on finding new solutions for a sustainable supply of bioactive compounds, we propose that a possible improvement in the biodiscovery pipeline might also come from the study and utilization of marine invertebrates' innate immunity.
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Affiliation(s)
- Laura La Paglia
- Istituto di Calcolo e Reti ad Alte Prestazioni–Consiglio Nazionale delle Ricerche, Via Ugo La Malfa 153, 90146 Palermo, Italy; (L.L.P.); (A.U.)
| | - Mirella Vazzana
- Dipartimento di Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche–Università di Palermo, Via Archirafi 18, 90100 Palermo, Italy; (M.V.); (M.M.); (V.A.)
| | - Manuela Mauro
- Dipartimento di Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche–Università di Palermo, Via Archirafi 18, 90100 Palermo, Italy; (M.V.); (M.M.); (V.A.)
| | - Alfonso Urso
- Istituto di Calcolo e Reti ad Alte Prestazioni–Consiglio Nazionale delle Ricerche, Via Ugo La Malfa 153, 90146 Palermo, Italy; (L.L.P.); (A.U.)
| | - Vincenzo Arizza
- Dipartimento di Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche–Università di Palermo, Via Archirafi 18, 90100 Palermo, Italy; (M.V.); (M.M.); (V.A.)
| | - Aiti Vizzini
- Dipartimento di Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche–Università di Palermo, Via Archirafi 18, 90100 Palermo, Italy; (M.V.); (M.M.); (V.A.)
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4
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Danneskiold-Samsøe NB, Kavi D, Jude KM, Nissen SB, Wat LW, Coassolo L, Zhao M, Santana-Oikawa GA, Broido BB, Garcia KC, Svensson KJ. AlphaFold2 enables accurate deorphanization of ligands to single-pass receptors. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.16.531341. [PMID: 36993313 PMCID: PMC10055078 DOI: 10.1101/2023.03.16.531341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Secreted proteins play crucial roles in paracrine and endocrine signaling; however, identifying novel ligand-receptor interactions remains challenging. Here, we benchmarked AlphaFold as a screening approach to identify extracellular ligand-binding pairs using a structural library of single-pass transmembrane receptors. Key to the approach is the optimization of AlphaFold input and output for screening ligands against receptors to predict the most probable ligand-receptor interactions. Importantly, the predictions were performed on ligand-receptor pairs not used for AlphaFold training. We demonstrate high discriminatory power and a success rate of close to 90 % for known ligand-receptor pairs and 50 % for a diverse set of experimentally validated interactions. These results demonstrate proof-of-concept of a rapid and accurate screening platform to predict high-confidence cell-surface receptors for a diverse set of ligands by structural binding prediction, with potentially wide applicability for the understanding of cell-cell communication.
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Affiliation(s)
- Niels Banhos Danneskiold-Samsøe
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Biology, University of Copenhagen, Denmark
| | - Deniz Kavi
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Kevin M. Jude
- Department of Molecular and Cellular Physiology, Department of Structural Biology, and Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Silas Boye Nissen
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), University of Copenhagen, Blegdamsvej 3B, DK-2200 Copenhagen N, Denmark
| | - Lianna W. Wat
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | - Laetitia Coassolo
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | - Meng Zhao
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | | | | | - K. Christopher Garcia
- Department of Molecular and Cellular Physiology, Department of Structural Biology, and Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Katrin J. Svensson
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cardiovascular Institute, Stanford University School of Medicine, CA, USA
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5
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Cevheroğlu O, Murat M, Mingu-Akmete S, Son ÇD. Ste2p Under the Microscope: the Investigation of Oligomeric States of a Yeast G Protein-Coupled Receptor. J Phys Chem B 2021; 125:9526-9536. [PMID: 34433281 DOI: 10.1021/acs.jpcb.1c05872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Oligomerization of G protein-coupled receptors (GPCRs) may play important roles in maturation, internalization, signaling, and pharmacology of these receptors. However, the nature and extent of their oligomerization is still under debate. In our study, Ste2p, a yeast mating pheromone GPCR, was tagged with enhanced green fluorescent protein (EGFP), mCherry, and with split florescent protein fragments at the receptor C-terminus. The Förster resonance energy transfer (FRET) technique was used to detect receptors' oligomerization by calculating the energy transfer from EGFP to mCherry. Stimulation of Ste2p oligomers with the receptor ligand did not result in any significant change on observed FRET values. The bimolecular fluorescence complementation (BiFC) assay was combined with FRET to further investigate the tetrameric complexes of Ste2p. Our results suggest that in its quiescent (nonligand-activated) state, Ste2p is found at least as a tetrameric complex on the plasma membrane. Intriguingly, receptor tetramers in their active form showed a significant increase in FRET. This study provides a direct in vivo visualization of Ste2p tetramers and the pheromone effect on the extent of the receptor oligomerization.
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Affiliation(s)
- Orkun Cevheroğlu
- Stem Cell Institute, Ankara University, Cankaya, 06520 Ankara, Turkey
| | - Merve Murat
- Stem Cell Institute, Ankara University, Cankaya, 06520 Ankara, Turkey.,Department of Biological Sciences, Middle East Technical University, Cankaya, 06800 Ankara, Turkey
| | - Sara Mingu-Akmete
- Stem Cell Institute, Ankara University, Cankaya, 06520 Ankara, Turkey.,Department of Biological Sciences, Middle East Technical University, Cankaya, 06800 Ankara, Turkey
| | - Çağdaş D Son
- Department of Biological Sciences, Middle East Technical University, Cankaya, 06800 Ankara, Turkey
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6
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Sallee NA, Lee E, Leffert A, Ramirez S, Brace AD, Halenbeck R, Kavanaugh WM, Sullivan KMC. A Pilot Screen of a Novel Peptide Hormone Library Identified Candidate GPR83 Ligands. SLAS DISCOVERY 2020; 25:1047-1063. [PMID: 32713278 DOI: 10.1177/2472555220934807] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
The identification of novel peptide hormones by functional screening is challenging because posttranslational processing is frequently required to generate biologically active hormones from inactive precursors. We developed an approach for functional screening of novel potential hormones by expressing them in endocrine host cells competent for posttranslational processing. Candidate preprohormones were selected by bioinformatics analysis, and stable endocrine host cell lines were engineered to express the preprohormones. The production of mature hormones was demonstrated by including the preprohormones insulin and glucagon, which require the regulated secretory pathway for production of the active forms. As proof of concept, we screened a set of G-protein-coupled receptors (GPCRs) and identified protein FAM237A as a specific activator of GPR83, a GPCR implicated in central nervous system and regulatory T-cell function. We identified the active form of FAM237A as a C-terminally cleaved, amidated 9 kDa secreted protein. The related protein FAM237B, which is 64% homologous to FAM237A, demonstrated similar posttranslational modification and activation of GPR83, albeit with reduced potency. These results demonstrate that our approach is capable of identifying and characterizing novel hormones that require processing for activity.
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Affiliation(s)
- Nathan A Sallee
- Five Prime Therapeutics Inc., South San Francisco, CA, USA.,Maze Therapeutics Inc., South San Francisco, CA, USA
| | - Ernestine Lee
- Five Prime Therapeutics Inc., South San Francisco, CA, USA
| | - Atossa Leffert
- Five Prime Therapeutics Inc., South San Francisco, CA, USA
| | - Silvia Ramirez
- Five Prime Therapeutics Inc., South San Francisco, CA, USA.,BioMarin Pharmaceutical Inc., San Rafael, CA, USA
| | - Arthur D Brace
- Five Prime Therapeutics Inc., South San Francisco, CA, USA
| | - Robert Halenbeck
- Five Prime Therapeutics Inc., South San Francisco, CA, USA.,BioMarin Pharmaceutical Inc., San Rafael, CA, USA
| | - W Michael Kavanaugh
- Five Prime Therapeutics Inc., South San Francisco, CA, USA.,CytomX Therapeutics Inc., South San Francisco, CA, USA
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7
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Foster SR, Hauser AS, Vedel L, Strachan RT, Huang XP, Gavin AC, Shah SD, Nayak AP, Haugaard-Kedström LM, Penn RB, Roth BL, Bräuner-Osborne H, Gloriam DE. Discovery of Human Signaling Systems: Pairing Peptides to G Protein-Coupled Receptors. Cell 2020; 179:895-908.e21. [PMID: 31675498 PMCID: PMC6838683 DOI: 10.1016/j.cell.2019.10.010] [Citation(s) in RCA: 129] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 08/18/2019] [Accepted: 10/08/2019] [Indexed: 01/18/2023]
Abstract
The peptidergic system is the most abundant network of ligand-receptor-mediated signaling in humans. However, the physiological roles remain elusive for numerous peptides and more than 100 G protein-coupled receptors (GPCRs). Here we report the pairing of cognate peptides and receptors. Integrating comparative genomics across 313 species and bioinformatics on all protein sequences and structures of human class A GPCRs, we identify universal characteristics that uncover additional potential peptidergic signaling systems. Using three orthogonal biochemical assays, we pair 17 proposed endogenous ligands with five orphan GPCRs that are associated with diseases, including genetic, neoplastic, nervous and reproductive system disorders. We also identify additional peptides for nine receptors with recognized ligands and pathophysiological roles. This integrated computational and multifaceted experimental approach expands the peptide-GPCR network and opens the way for studies to elucidate the roles of these signaling systems in human physiology and disease. Video Abstract
Universal characteristics enabled prediction of peptide ligands and receptors Multifaceted screening enabled detection of pathway- and assay-dependent responses Peptide ligands discovered for BB3, GPR1, GPR15, GPR55, and GPR68 Each signaling system is a link to human physiology and is associated with disease
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Affiliation(s)
- Simon R Foster
- Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark.
| | - Alexander S Hauser
- Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark.
| | - Line Vedel
- Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Ryan T Strachan
- Department of Pharmacology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Xi-Ping Huang
- Department of Pharmacology, School of Medicine, and the Division of Medicinal Chemistry and Chemical Biology, Eshelman School of Pharmacy, and the NIMH Psychoactive Drug Screening Program, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Ariana C Gavin
- Department of Pharmacology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Sushrut D Shah
- Department of Medicine, Center for Translational Medicine and Division of Pulmonary, Allergy and Critical Care Medicine; Jane and Leonard Korman Respiratory Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Ajay P Nayak
- Department of Medicine, Center for Translational Medicine and Division of Pulmonary, Allergy and Critical Care Medicine; Jane and Leonard Korman Respiratory Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Linda M Haugaard-Kedström
- Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Raymond B Penn
- Department of Medicine, Center for Translational Medicine and Division of Pulmonary, Allergy and Critical Care Medicine; Jane and Leonard Korman Respiratory Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Bryan L Roth
- Department of Pharmacology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA; Department of Pharmacology, School of Medicine, and the Division of Medicinal Chemistry and Chemical Biology, Eshelman School of Pharmacy, and the NIMH Psychoactive Drug Screening Program, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Hans Bräuner-Osborne
- Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark.
| | - David E Gloriam
- Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark.
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8
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Hauser AS, Gloriam DE, Bräuner‐Osborne H, Foster SR. Novel approaches leading towards peptide GPCR de-orphanisation. Br J Pharmacol 2020; 177:961-968. [PMID: 31863461 PMCID: PMC7042120 DOI: 10.1111/bph.14950] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 11/12/2019] [Accepted: 11/19/2019] [Indexed: 12/12/2022] Open
Abstract
The discovery of novel ligands for orphan GPCRs has profoundly affected our understanding of human biology, opening new opportunities for research, and ultimately for therapeutic development. Accordingly, much effort has been directed towards the remaining orphan receptors, yet the rate of GPCR de-orphanisation has slowed in recent years. Here, we briefly review contemporary methodologies of de-orphanisation and then highlight our recent integrated computational and experimental approach for discovery of novel peptide ligands for orphan GPCRs. We identified putative endogenous peptide ligands and found peptide receptor sequence and structural characteristics present in selected orphan receptors. With comprehensive pharmacological screening using three complementary assays, we discovered novel pairings of 17 peptides with five different orphan GPCRs and revealed potential additional ligands for nine peptide GPCRs. These promising findings lay the foundation for future studies on these peptides and receptors to characterise their roles in human physiology and disease.
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Affiliation(s)
- Alexander S. Hauser
- Department of Drug Design and PharmacologyUniversity of CopenhagenCopenhagenDenmark
| | - David E. Gloriam
- Department of Drug Design and PharmacologyUniversity of CopenhagenCopenhagenDenmark
| | - Hans Bräuner‐Osborne
- Department of Drug Design and PharmacologyUniversity of CopenhagenCopenhagenDenmark
| | - Simon R. Foster
- Department of Drug Design and PharmacologyUniversity of CopenhagenCopenhagenDenmark
- Department of Biochemistry and Molecular Biology, Monash Biomedicine Discovery InstituteMonash UniversityClaytonVICAustralia
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9
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Shrader SH, Song ZH. Discovery of endogenous inverse agonists for G protein-coupled receptor 6. Biochem Biophys Res Commun 2019; 522:1041-1045. [PMID: 31818461 DOI: 10.1016/j.bbrc.2019.12.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 12/01/2019] [Indexed: 01/01/2023]
Abstract
The orphan G protein-coupled receptor 6 (GPR6) is highly expressed in the striatum and has been linked to multiple striatal pathologies. The identification of endogenous ligands and their mechanisms of action at GPR6 will help to elucidate the physiological and pathological roles of the receptor. In the current study, we tested the concentration-dependent effects of a variety of endocannabinoid-like N-acylamides on GPR6 signaling. Here, we demonstrate for the first time that N-arachidonoyl dopamine, N-docosahexaenoyl dopamine, N-oleoyl dopamine and N-palmitoyl dopamine exert inverse agonism at GPR6. This effect was concentration-dependent, with potencies in the micromolar range, and functionally selective for β-arrestin2 recruitment. Structure-activity relationship studies demonstrate that both the N-acyl side chain and the dopamine head group are important for these ligands to act on GPR6. Our discovery of these N-acyl dopamines as endogenous inverse agonists for GPR6 moves us one step further in understanding the roles GPR6 play in neurodegenerative and neuropsychiatric disorders related to striatal dysfunction.
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Affiliation(s)
- Sarah H Shrader
- Department of Pharmacology and Toxicology, University of Louisville School of Medicine, Louisville, KY, 40292, United States
| | - Zhao-Hui Song
- Department of Pharmacology and Toxicology, University of Louisville School of Medicine, Louisville, KY, 40292, United States.
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10
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Southey BR, Romanova EV, Rodriguez-Zas SL, Sweedler JV. Bioinformatics for Prohormone and Neuropeptide Discovery. Methods Mol Biol 2018; 1719:71-96. [PMID: 29476505 DOI: 10.1007/978-1-4939-7537-2_5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Neuropeptides and peptide hormones are signaling molecules produced via complex post-translational modifications of precursor proteins known as prohormones. Neuropeptides activate specific receptors and are associated with the regulation of physiological systems and behaviors. The identification of prohormones-and the neuropeptides created by these prohormones-from genomic assemblies has become essential to support the annotation and use of the rapidly growing number of sequenced genomes. Here we describe a methodology for identifying the prohormone complement from genomic assemblies that employs widely available public toolsets and databases. The uncovered prohormone sequences can then be screened for putative neuropeptides to enable accurate proteomic discovery and validation.
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Affiliation(s)
- Bruce R Southey
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Elena V Romanova
- Department of Chemistry and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Sandra L Rodriguez-Zas
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jonathan V Sweedler
- Department of Chemistry and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
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11
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Fricker LD. Carboxypeptidase E and the Identification of Novel Neuropeptides as Potential Therapeutic Targets. ADVANCES IN PHARMACOLOGY (SAN DIEGO, CALIF.) 2017; 82:85-102. [PMID: 29413529 DOI: 10.1016/bs.apha.2017.09.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Peptides and small molecules that bind to peptide receptors are important classes of drugs that are used for a wide variety of different applications. The search for novel neuropeptides traditionally involved a time-consuming approach to purify each peptide to homogeneity and determine its amino acid sequence. The discovery in the 1980s of enkephalin convertase/carboxypeptidase E (CPE), and the observation that this enzyme was involved in the production of nearly every known neuropeptide led to the idea for a one-step affinity purification of CPE substrates. This approach was successfully used to isolate hundreds of known neuropeptides in mouse brain, as well as over a dozen novel peptides. Some of the novel peptides found using this approach are among the most abundant peptides present in brain, but had not been previously identified by traditional approaches. Recently, receptors for two of the novel peptides have been identified, confirming their role as neuropeptides that function in cell-cell signaling. Small molecules that bind to one of these receptors have been developed and found to significantly reduce food intake and anxiety-like behavior in an animal model. This review describes the entire project, from discovery of CPE to the novel peptides and their receptors.
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Affiliation(s)
- Lloyd D Fricker
- Albert Einstein College of Medicine, Bronx, NY, United States.
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12
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Cevheroğlu O, Kumaş G, Hauser M, Becker JM, Son ÇD. The yeast Ste2p G protein-coupled receptor dimerizes on the cell plasma membrane. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2017; 1859:698-711. [PMID: 28073700 DOI: 10.1016/j.bbamem.2017.01.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 12/23/2016] [Accepted: 01/05/2017] [Indexed: 12/17/2022]
Abstract
Dimerization of G protein-coupled receptors (GPCR) may play an important role in maturation, internalization, signaling and/or pharmacology of these receptors. However, the location where dimerization occurs is still under debate. In our study, variants of Ste2p, a yeast mating pheromone GPCR, were tagged with split EGFP (enhanced green fluorescent protein) fragments inserted between transmembrane domain seven and the C-terminus or appended to the C-terminus. Bimolecular Fluorescence Complementation (BiFC) assay was used to determine where receptor dimerization occurred during protein trafficking by monitoring generation of EGFP fluorescence, which occurred upon GPCR dimerization. Our results suggest that these tagged receptors traffic to the membrane as monomers, undergo dimerization or higher ordered oligomerization predominantly on the plasma membrane, and are internalized as dimers/oligomers. This study is the first to provide direct in vivo visualization of GPCR dimerization/oligomerization, during trafficking to and from the plasma membrane.
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Affiliation(s)
- Orkun Cevheroğlu
- Department of Biological Sciences, Middle East Technical University, Universiteler Mah. Dumlupinar Blv. No: 1, 06800 Cankaya, Ankara, Turkey; Department of Microbiology, University of Tennessee, Knoxville, TN 37996, United States
| | - Gözde Kumaş
- Department of Biological Sciences, Middle East Technical University, Universiteler Mah. Dumlupinar Blv. No: 1, 06800 Cankaya, Ankara, Turkey
| | - Melinda Hauser
- Department of Microbiology, University of Tennessee, Knoxville, TN 37996, United States
| | - Jeffrey M Becker
- Department of Microbiology, University of Tennessee, Knoxville, TN 37996, United States
| | - Çağdaş D Son
- Department of Biological Sciences, Middle East Technical University, Universiteler Mah. Dumlupinar Blv. No: 1, 06800 Cankaya, Ankara, Turkey.
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Martin AL, Steurer MA, Aronstam RS. Constitutive Activity among Orphan Class-A G Protein Coupled Receptors. PLoS One 2015; 10:e0138463. [PMID: 26384023 PMCID: PMC4575141 DOI: 10.1371/journal.pone.0138463] [Citation(s) in RCA: 100] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Accepted: 08/31/2015] [Indexed: 12/20/2022] Open
Abstract
The purpose of this study was to evaluate the extent of constitutive activity among orphan class-A G protein coupled receptors within the cAMP signaling pathway. Constitutive signaling was revealed by changes in gene expression under control of the cAMP response element. Gene expression was measured in Chinese hamster ovary cells transiently co-transfected with plasmids containing a luciferase reporter and orphan receptor. Criteria adopted for defining constitutive activation were: 1) 200% elevation over baseline reporter gene expression; 2) 40% inhibition of baseline expression; and 3) 40% inhibition of expression stimulated by 3 μM forskolin. Five patterns of activity were noted: 1) inhibition under both baseline and forskolin stimulated expression (GPR15, GPR17, GPR18, GPR20, GPR25, GPR27, GPR31, GPR32, GPR45, GPR57, GPR68, GPR83, GPR84, GPR132, GPR150, GPR176); 2) no effect on baseline expression, but inhibition of forskolin stimulated expression (GPR4, GPR26, GPR61, GPR62, GPR78, GPR101, GPR119); 3) elevation of baseline signaling coupled with inhibition of forskolin stimulated expression (GPR6, GPR12); 4) elevation of baseline signaling without inhibition of forskolin stimulated expression (GPR3, GPR21, GPR52, GPR65); and 5) no effect on expression (GPR1, GPR19, GPR22, GPR34, GPR35, GPR39, GPR63, GPR82, GPR85, GPR87). Constitutive activity was observed in 75% of the orphan class-A receptors examined (30 of 40). This constitutive signaling cannot be explained by simple overexpression of the receptor. Inhibition of cAMP mediated expression was far more common (65%) than stimulation of expression (15%). Orphan receptors that were closely related based on amino acid homology tended to have similar effects on gene expression. These results suggest that identification of inverse agonists may be a fruitful approach for categorizing these orphan receptors and targeting them for pharmacological intervention.
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Affiliation(s)
- Adam L. Martin
- Department of Biological Sciences, Missouri University of Science and Technology, Rolla, MO, United States of America
- * E-mail:
| | - Michael A. Steurer
- Department of Biological Sciences, Missouri University of Science and Technology, Rolla, MO, United States of America
| | - Robert S. Aronstam
- Department of Biological Sciences, Missouri University of Science and Technology, Rolla, MO, United States of America
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Insel PA, Wilderman A, Zambon AC, Snead AN, Murray F, Aroonsakool N, McDonald DS, Zhou S, McCann T, Zhang L, Sriram K, Chinn AM, Michkov AV, Lynch RM, Overland AC, Corriden R. G Protein-Coupled Receptor (GPCR) Expression in Native Cells: "Novel" endoGPCRs as Physiologic Regulators and Therapeutic Targets. Mol Pharmacol 2015; 88:181-7. [PMID: 25737495 DOI: 10.1124/mol.115.098129] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Accepted: 03/02/2015] [Indexed: 12/24/2022] Open
Abstract
G protein-coupled receptors (GPCRs), the largest family of signaling receptors in the human genome, are also the largest class of targets of approved drugs. Are the optimal GPCRs (in terms of efficacy and safety) currently targeted therapeutically? Especially given the large number (∼ 120) of orphan GPCRs (which lack known physiologic agonists), it is likely that previously unrecognized GPCRs, especially orphan receptors, regulate cell function and can be therapeutic targets. Knowledge is limited regarding the diversity and identity of GPCRs that are activated by endogenous ligands and that native cells express. Here, we review approaches to define GPCR expression in tissues and cells and results from studies using these approaches. We identify problems with the available data and suggest future ways to identify and validate the physiologic and therapeutic roles of previously unrecognized GPCRs. We propose that a particularly useful approach to identify functionally important GPCRs with therapeutic potential will be to focus on receptors that show selective increases in expression in diseased cells from patients and experimental animals.
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Affiliation(s)
- Paul A Insel
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Andrea Wilderman
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Alexander C Zambon
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Aaron N Snead
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Fiona Murray
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Nakon Aroonsakool
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Daniel S McDonald
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Shu Zhou
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Thalia McCann
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Lingzhi Zhang
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Krishna Sriram
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Amy M Chinn
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Alexander V Michkov
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Rebecca M Lynch
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Aaron C Overland
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
| | - Ross Corriden
- Departments of Pharmacology (P.A.I., A.W., A.C.Z., A.N.S., N.A., D.S.M., S.Z., T.M., L.Z., K.S., A.M.C., A.V.M., R.M.L., A.C.O., R.C.) and Medicine (P.A.I., F.M.), University of California, San Diego, La Jolla, California
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Deshmukh S, Madagi SB. A chemogenomics based approach for deorphanization of testicular receptor 4: An orphan receptor of nuclear receptor superfamily. J Nat Sci Biol Med 2014; 4:276-81. [PMID: 24082716 PMCID: PMC3783764 DOI: 10.4103/0976-9668.116966] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Orphan Receptor of Nuclear Receptor superfamily is the one with no known endogenous ligands. Many of these orphan receptors are associated with different types of diseases and therefore deserve special attention to find the potential ligands they would be associated with. The major task of molecular pharmacology is the deorphanization of the large number of nuclear receptors with unidentified endogenous agonists. The deorphanization provides a promising research for new therapeutics. The Testicular Receptor 4 being negative modulator to other members of the nuclear receptor superfamily, is one of the Orphan members of this family and is associated with prostate cancer, breast cancer, sickle cell anemia and joint diseases. The knowledge that related receptors of the same family often have ligands with similar structural features has helped us to utilize the chemogenomic approach to deorphanize the orphan receptor. Chemogenomics approach involves screening of known ligands of a protein family having analogous domain architecture for identification of new leads for existing protein family members. The deorphanization involved the database homology searching, followed by domain identification, active site prediction, sequence and structure comparative studies. A ligand library set was prepared based on these studies and was used to deorphanize the receptor. The molecular docking study conducted using PyRx revealed that estradiol and tretinion as a potential ligand for Testicular Receptor 4.
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Affiliation(s)
- Savita Deshmukh
- Department of Bioinformatics, Karnataka State Women University, Bijapur, Karnataka, India
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16
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Taylor SW, Nikoulina SE, Andon NL, Lowe C. Peptidomic profiling of secreted products from pancreatic islet culture results in a higher yield of full-length peptide hormones than found using cell lysis procedures. J Proteome Res 2013; 12:3610-9. [PMID: 23746063 DOI: 10.1021/pr400115q] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Peptide Hormone Acquisition through Smart Sampling Technique-Mass Spectrometry (PHASST-MS) is a peptidomics platform that employs high resolution liquid chromatography-mass spectrometry (LC-MS) techniques to identify peptide hormones secreted from in vitro or ex vivo cultures enriched in endocrine cells. Application of the methodology to the study of murine pancreatic islets has permitted evaluation of the strengths and weaknesses of the approach, as well as comparison of our results with published islet studies that employed traditional cellular lysis procedures. We found that, while our PHASST-MS approach identified fewer peptides in total, we had greater representation of intact peptide hormones. The technique was further refined to improve coverage of hydrophilic as well as hydrophobic peptides and subsequently applied to human pancreatic islet cultures derived from normal donors or donors with type 2 diabetes. Interestingly, in addition to the expected islet hormones, we identified alpha-cell-derived bioactive GLP-1, consistent with recent reports of paracrine effects of this hormone on beta-cell function. We also identified many novel peptides derived from neurohormonal precursors and proteins related to the cell secretory system. Taken together, these results suggest the PHASST-MS strategy of focusing on cellular secreted products rather than the total tissue peptidome may improve the probability of discovering novel bioactive peptides and also has the potential to offer important new insights into the secretion and function of known hormones.
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Affiliation(s)
- Steven W Taylor
- Amylin Pharmaceuticals, LLC., 9360 Towne Centre Drive, San Diego, California 92121, USA.
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Diaz C, Labit-Le Bouteiller C, Yvon S, Cambon-Kernëis A, Roasio A, Jamme MF, Aries A, Feuillerat C, Perret E, Guette F, Dieu P, Miloux B, Albène D, Hasel N, Kaghad M, Ferran E, Lupker J, Ferrara P. A Strategy Combining Differential Low-Throughput Screening and Virtual Screening (DLS-VS) Accelerating the Discovery of new Modulators for the Orphan GPR34 Receptor. Mol Inform 2013; 32:213-29. [PMID: 27481282 DOI: 10.1002/minf.201200047] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2012] [Accepted: 01/05/2012] [Indexed: 12/21/2022]
Abstract
The DLS-VS strategy was developed as an integrated method for identifying chemical modulators for orphan GPCRs. It combines differential low-throughput screening (DLS) and virtual screening (VS). The two cascaded techniques offer complementary advantages and allow the experimental testing of a minimal number of compounds. First, DLS identifies modulators specific for the considered receptor among a set of receptors, through the screening of a small library with diverse chemical compounds. Then, an active molecular model of the receptor is built by homology to a validated template, and it is progressively refined by rotamers modification for key side-chains, by VS of the already screened library, and by iterative selection of the model generating the best enrichment. The refined active model is finally used for the VS of a large chemical library and the selection of a small set of compounds for experimental testing. Applied to the orphan receptor GPR34, the DLS-VS strategy combined the experimental screening of 20 000 compounds and the virtual screening of 1 250 000 compounds. It identified one agonist and eight inverse agonists, showing a high chemical diversity. We describe the method. The strategy can be applied to other GPCRs.
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Affiliation(s)
- Constantino Diaz
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156.
| | - Christine Labit-Le Bouteiller
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Stéphane Yvon
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Aimée Cambon-Kernëis
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Annette Roasio
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Marie-Françoise Jamme
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Amélie Aries
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Claude Feuillerat
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Eric Perret
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Fréderique Guette
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Pierre Dieu
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Brigitte Miloux
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Danielle Albène
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Nathalie Hasel
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Mourad Kaghad
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Edgardo Ferran
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Jan Lupker
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
| | - Pascual Ferrara
- Sanofi-Aventis Recherche & Développement, Centre de Toulouse, 195 Route d'Espagne, 31036 Toulouse, France fax: +33534632156
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Civelli O, Reinscheid RK, Zhang Y, Wang Z, Fredriksson R, Schiöth HB. G protein-coupled receptor deorphanizations. Annu Rev Pharmacol Toxicol 2012; 53:127-46. [PMID: 23020293 PMCID: PMC5828024 DOI: 10.1146/annurev-pharmtox-010611-134548] [Citation(s) in RCA: 140] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
G protein-coupled receptors (GPCRs) are major regulators of intercellular interactions. They initiate these actions by being activated by a wide variety of natural ligands. Historically, ligands were discovered first, but the advent of molecular biology reversed this trend. Most GPCRs are identified on the basis of their DNA sequences and thus are initially unmatched to known natural ligands. They are termed orphan GPCRs. Discovering their ligands-i.e., "deorphanizing" the GPCRs-gave birth to the field of reverse pharmacology. This review discusses the present status of GPCR deorphanization, presents a few examples of successes and surprises, and highlights difficulties encountered in these efforts.
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Affiliation(s)
- Olivier Civelli
- Department of Pharmacology, University of California, Irvine, Irvine, California 92617, USA.
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Tang XL, Wang Y, Li DL, Luo J, Liu MY. Orphan G protein-coupled receptors (GPCRs): biological functions and potential drug targets. Acta Pharmacol Sin 2012; 33:363-71. [PMID: 22367282 DOI: 10.1038/aps.2011.210] [Citation(s) in RCA: 128] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
The superfamily of G protein-coupled receptors (GPCRs) includes at least 800 seven-transmembrane receptors that participate in diverse physiological and pathological functions. GPCRs are the most successful targets of modern medicine, and approximately 36% of marketed pharmaceuticals target human GPCRs. However, the endogenous ligands of more than 140 GPCRs remain unidentified, leaving the natural functions of those GPCRs in doubt. These are the so-called orphan GPCRs, a great source of drug targets. This review focuses on the signaling transduction pathways of the adhesion GPCR family, the LGR subfamily, and the PSGR subfamily, and their potential functions in immunology, development, and cancers. In this review, we present the current approaches and difficulties of orphan GPCR deorphanization and characterization.
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Chopra A, Shan L, Eckelman WC, Leung K, Latterner M, Bryant SH, Menkens A. Molecular Imaging and Contrast Agent Database (MICAD): evolution and progress. Mol Imaging Biol 2012; 14:4-13. [PMID: 21989943 PMCID: PMC3259264 DOI: 10.1007/s11307-011-0521-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The purpose of writing this review is to showcase the Molecular Imaging and Contrast Agent Database (MICAD; www.micad.nlm.nih.gov ) to students, researchers, and clinical investigators interested in the different aspects of molecular imaging. This database provides freely accessible, current, online scientific information regarding molecular imaging (MI) probes and contrast agents (CA) used for positron emission tomography, single-photon emission computed tomography, magnetic resonance imaging, X-ray/computed tomography, optical imaging and ultrasound imaging. Detailed information on >1,000 agents in MICAD is provided in a chapter format and can be accessed through PubMed. Lists containing >4,250 unique MI probes and CAs published in peer-reviewed journals and agents approved by the United States Food and Drug Administration as well as a comma separated values file summarizing all chapters in the database can be downloaded from the MICAD homepage. Users can search for agents in MICAD on the basis of imaging modality, source of signal/contrast, agent or target category, pre-clinical or clinical studies, and text words. Chapters in MICAD describe the chemical characteristics (structures linked to PubChem), the in vitro and in vivo activities, and other relevant information regarding an imaging agent. All references in the chapters have links to PubMed. A Supplemental Information Section in each chapter is available to share unpublished information regarding an agent. A Guest Author Program is available to facilitate rapid expansion of the database. Members of the imaging community registered with MICAD periodically receive an e-mail announcement (eAnnouncement) that lists new chapters uploaded to the database. Users of MICAD are encouraged to provide feedback, comments, or suggestions for further improvement of the database by writing to the editors at micad@nlm.nih.gov.
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Affiliation(s)
- Arvind Chopra
- National Center of Biotechnology Information, National Library of Medicine, 8600 Rockville Pike, Bethesda, MD 20894, USA.
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Doi N, Yamakawa N, Matsumoto H, Yamamoto Y, Nagano T, Matsumura N, Horisawa K, Yanagawa H. DNA display selection of peptide ligands for a full-length human G protein-coupled receptor on CHO-K1 cells. PLoS One 2012; 7:e30084. [PMID: 22253889 PMCID: PMC3254644 DOI: 10.1371/journal.pone.0030084] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2011] [Accepted: 12/09/2011] [Indexed: 12/25/2022] Open
Abstract
The G protein-coupled receptors (GPCRs), which form the largest group of transmembrane proteins involved in signal transduction, are major targets of currently available drugs. Thus, the search for cognate and surrogate peptide ligands for GPCRs is of both basic and therapeutic interest. Here we describe the application of an in vitro DNA display technology to screening libraries of peptide ligands for full-length GPCRs expressed on whole cells. We used human angiotensin II (Ang II) type-1 receptor (hAT1R) as a model GPCR. Under improved selection conditions using hAT1R-expressing Chinese hamster ovary (CHO)-K1 cells as bait, we confirmed that Ang II gene could be enriched more than 10,000-fold after four rounds of selection. Further, we successfully selected diverse Ang II-like peptides from randomized peptide libraries. The results provide more precise information on the sequence-function relationships of hAT1R ligands than can be obtained by conventional alanine-scanning mutagenesis. Completely in vitro DNA display can overcome the limitations of current display technologies and is expected to prove widely useful for screening diverse libraries of mutant peptide and protein ligands for receptors that can be expressed functionally on the surface of CHO-K1 cells.
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Affiliation(s)
- Nobuhide Doi
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan.
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Davenport AP, Kuc RE. Cellular localization of receptors using antibodies visualized by light and dual labeling confocal microscopy. Methods Mol Biol 2012; 897:239-60. [PMID: 22674169 DOI: 10.1007/978-1-61779-909-9_12] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Immunocytochemistry can be used to visualize the binding of specific site-directed antisera to receptors in tissue sections and permits the precise identification of cell types expressing a particular receptor when viewed using a conventional light microscope or by confocal microscopy. Protocols are also described for the dual labeling of cells in the same section using primary antisera raised in two different species (one to the receptor of interest, the second to an immunogen such as a cell-specific marker or the endogenous ligand) with the corresponding secondary antisera conjugated to different fluorescent dyes.The technique has a range of applications. Subtypes of receptors can be identified and distinguished prior to the development of selective agonists or antagonists, which is particularly important for mapping orphan receptors, where the identity of the endogenous ligand in not yet known. The deletion of genes encoding receptors, particularly in mice, has emerged as a powerful tool in understanding the role of a specific receptor in physiological processes. Receptor immunocytochemistry can be used to analyze the resulting phenotype in whole body sections of mice without preselection of the tissue to be studied.
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Affiliation(s)
- Anthony P Davenport
- Clinical Pharmacology Unit, University of Cambridge, Addenbrooke's Centre for Clinical Investigation, Cambridge, UK.
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Abstract
Radioligand binding is widely used to characterize receptors and determine their anatomical distribution, particularly the superfamily of seven transmembrane-spanning G protein-coupled receptors for both established transmitters such as endothelin-1 and an increasing number of orphan receptors recently paired with their cognate ligands. Three types of assay are described. In saturation experiments, tissue sections, cultured cells, or homogenates are incubated with an increasing concentration of a radiolabeled ligand, which can be a labeled analog of a naturally occurring transmitter, hormone, or synthetic drug. Analysis using iterative nonlinear curve-fitting programs, such as KELL, measures the affinity of the labeled ligand for a receptor (equilibrium dissociation constant, K ( D )), receptor density (B (max)), and Hill slope (nH). The affinity and selectivity of an unlabeled ligand to compete for the binding of a fixed concentration of a radiolabeled ligand to a receptor are determined using a competition binding assay. Kinetic assays measure the rate of association to or dissociation from a receptor from which a kinetic K ( D ) may be derived. Quantitative autoradiography and image analysis is a sensitive technique to detect low levels of radiolabeled ligands and determine the anatomical distribution of receptors in sections that retain the morphology of the tissue. The measurement of bound radioligand within discrete regions of autoradiographical images using -computer-assisted image analysis is described.
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Affiliation(s)
- Janet J Maguire
- Clinical Pharmacology Unit, Addenbrooke's Centre for Clinical Investigation, University of Cambridge, Cambridge, UK.
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25
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Tinoco AD, Saghatelian A. Investigating endogenous peptides and peptidases using peptidomics. Biochemistry 2011; 50:7447-61. [PMID: 21786763 DOI: 10.1021/bi200417k] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Rather than simply being protein degradation products, peptides have proven to be important bioactive molecules. Bioactive peptides act as hormones, neurotransmitters, and antimicrobial agents in vivo. The dysregulation of bioactive peptide signaling is also known to be involved in disease, and targeting peptide hormone pathways has been a successful strategy in the development of novel therapeutics. The importance of bioactive peptides in biology has spurred research to elucidate the function and regulation of these molecules. Classical methods for peptide analysis have relied on targeted immunoassays, but certain scientific questions necessitated a broader and more detailed view of the peptidome--all the peptides in a cell, tissue, or organism. In this review we discuss how peptidomics has emerged to fill this need through the application of advanced liquid chromatography--tandem mass spectrometry (LC-MS/MS) methods that provide unique insights into peptide activity and regulation.
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Affiliation(s)
- Arthur D Tinoco
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, United States
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26
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Zhang Y, Wang Z, Parks GS, Civelli O. Novel neuropeptides as ligands of orphan G protein-coupled receptors. Curr Pharm Des 2011; 17:2626-31. [PMID: 21728976 PMCID: PMC5828022 DOI: 10.2174/138161211797416110] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2010] [Accepted: 12/13/2010] [Indexed: 12/18/2022]
Abstract
Neuropeptides control a wide spectrum of physiological functions. They are central to our understanding of brain functions. They exert their actions by interacting with specific G protein-coupled receptors. We however have not found all the neuropeptides that exist in organisms. The search for novel neuropeptides is thus of great interest as it will lead to a better understanding of brain function and disorders. In this review, we will discuss the historical as well as the current approaches to neuropeptide discovery, with a particular emphasis on the orphan GPCR-based strategies. We will also discuss two novel peptides, neuropeptide S and neuromedin S, as examples of the impact of neuropeptide discovery on our understanding of brain functions. Finally, the challenges facing neuropeptide discovery will be discussed.
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Affiliation(s)
- Yan Zhang
- Department of Pharmacology, University of California Irvine, Irvine, CA 92697, United States
| | - Zhiwei Wang
- Department of Pharmacology, University of California Irvine, Irvine, CA 92697, United States
| | - Gregory Scott Parks
- Department of Pharmacology, University of California Irvine, Irvine, CA 92697, United States
| | - Olivier Civelli
- Department of Pharmacology, University of California Irvine, Irvine, CA 92697, United States
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27
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Fricker LD, Sweedler JV. Fishing for the hidden peptidome in health and disease (drug abuse). AAPS JOURNAL 2010; 12:679-82. [PMID: 20848247 DOI: 10.1208/s12248-010-9228-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2010] [Accepted: 08/27/2010] [Indexed: 01/09/2023]
Abstract
The proteome and peptidome are defined as the set of proteins and peptides present in a tissue or other biological sample. In most proteomic studies, only abundant proteins are detected and, although these are important molecules, they are often well-studied structural proteins. A number of approaches have been used to examine less abundant molecules that play roles in signaling or otherwise have regulatory functions, including peptides as well as proteins such as enzymes and receptors. The overarching goals of this special issue involve defining the peptidome, identifying the current state of the field, and discussing methods to characterize the peptides, their receptors, and future needs for such measurements.
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Affiliation(s)
- Lloyd D Fricker
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, New York 10461, USA.
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