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Shim JY. Prediction of essential binding domains for the endocannabinoid N-arachidonoylethanolamine (AEA) in the brain cannabinoid CB1 receptor. PLoS One 2021; 16:e0229879. [PMID: 34181638 PMCID: PMC8238219 DOI: 10.1371/journal.pone.0229879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Accepted: 05/28/2021] [Indexed: 11/18/2022] Open
Abstract
Δ9-tetrahydrocannabinol (Δ9-THC), the main active ingredient of Cannabis sativa (marijuana), interacts with the human brain cannabinoid (CB1) receptor and mimics pharmacological effects of endocannabinoids (eCBs) like N-arachidonylethanolamide (AEA). Due to its flexible nature of AEA structure with more than 15 rotatable bonds, establishing its binding mode to the CB1 receptor is elusive. The aim of the present study was to explore possible binding conformations of AEA within the binding pocket of the CB1 receptor confirmed in the recently available X-ray crystal structures of the CB1 receptor and predict essential AEA binding domains. We performed long time molecular dynamics (MD) simulations of plausible AEA docking poses until its receptor binding interactions became optimally established. Our simulation results revealed that AEA favors to bind to the hydrophobic channel (HC) of the CB1 receptor, suggesting that HC holds essential significance in AEA binding to the CB1 receptor. Our results also suggest that the Helix 2 (H2)/H3 region of the CB1 receptor is an AEA binding subsite privileged over the H7 region.
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Affiliation(s)
- Joong-Youn Shim
- Department of Physical Sciences, School of Arts and Sciences, Dalton State College, Dalton, Georgia, United States of America
- * E-mail:
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2
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Allosteric Modulation of the CB1 Cannabinoid Receptor by Cannabidiol-A Molecular Modeling Study of the N-Terminal Domain and the Allosteric-Orthosteric Coupling. Molecules 2021; 26:molecules26092456. [PMID: 33922473 PMCID: PMC8122825 DOI: 10.3390/molecules26092456] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 04/18/2021] [Accepted: 04/19/2021] [Indexed: 11/17/2022] Open
Abstract
The CB1 cannabinoid receptor (CB1R) contains one of the longest N termini among class A G protein-coupled receptors. Mutagenesis studies suggest that the allosteric binding site of cannabidiol (CBD) involves residues from the N terminal domain. In order to study the allosteric binding of CBD to CB1R we modeled the whole N-terminus of this receptor using the replica exchange molecular dynamics with solute tempering (REST2) approach. Then, the obtained structures of CB1R with the N terminus were used for ligand docking. A natural cannabinoid receptor agonist, Δ9-THC, was docked to the orthosteric site and a negative allosteric modulator, CBD, to the allosteric site positioned between extracellular ends of helices TM1 and TM2. The molecular dynamics simulations were then performed for CB1R with ligands: (i) CBD together with THC, and (ii) THC-only. Analyses of the differences in the residue-residue interaction patterns between those two cases allowed us to elucidate the allosteric network responsible for the modulation of the CB1R by CBD. In addition, we identified the changes in the orthosteric binding mode of Δ9-THC, as well as the changes in its binding energy, caused by the CBD allosteric binding. We have also found that the presence of a complete N-terminal domain is essential for a stable binding of CBD in the allosteric site of CB1R as well as for the allosteric-orthosteric coupling mechanism.
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Computational Investigations on the Binding Mode of Ligands for the Cannabinoid-Activated G Protein-Coupled Receptor GPR18. Biomolecules 2020; 10:biom10050686. [PMID: 32365486 PMCID: PMC7277601 DOI: 10.3390/biom10050686] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/22/2020] [Accepted: 04/23/2020] [Indexed: 12/12/2022] Open
Abstract
GPR18 is an orphan G protein-coupled receptor (GPCR) expressed in cells of the immune system. It is activated by the cannabinoid receptor (CB) agonist ∆9-tetrahydrocannabinol (THC). Several further lipids have been proposed to act as GPR18 agonists, but these results still require unambiguous confirmation. In the present study, we constructed a homology model of the human GPR18 based on an ensemble of three GPCR crystal structures to investigate the binding modes of the agonist THC and the recently reported antagonists which feature an imidazothiazinone core to which a (substituted) phenyl ring is connected via a lipophilic linker. Docking and molecular dynamics simulation studies were performed. As a result, a hydrophobic binding pocket is predicted to accommodate the imidazothiazinone core, while the terminal phenyl ring projects towards an aromatic pocket. Hydrophobic interaction of Cys251 with substituents on the phenyl ring could explain the high potency of the most potent derivatives. Molecular dynamics simulation studies suggest that the binding of imidazothiazinone antagonists stabilizes transmembrane regions TM1, TM6 and TM7 of the receptor through a salt bridge between Asp118 and Lys133. The agonist THC is presumed to bind differently to GPR18 than to the distantly related CB receptors. This study provides insights into the binding mode of GPR18 agonists and antagonists which will facilitate future drug design for this promising potential drug target.
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Dopart R, Kendall DA. Allosteric modulators restore orthosteric agonist binding to mutated CB 1 receptors. J Pharm Pharmacol 2019; 72:84-91. [PMID: 31722122 DOI: 10.1111/jphp.13193] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 10/21/2019] [Indexed: 01/23/2023]
Abstract
OBJECTIVES To determine if diminished orthosteric agonist binding due to mutations in extracellular loops 1 or 2 of the cannabinoid receptor 1 (CB1 ) can be overcome by an allosteric modulator and restore agonist binding. METHODS Binding assays were performed using a range of concentrations of orthosteric compound, in the presence or absence of a set concentration of the allosteric modulator PSNCBAM-1 to determine the EC50 in its absence or presence. KEY FINDINGS Single mutations in extracellular loop 1 or 2 of CB1 showed weak or no binding of agonist CP55940 to the receptor. Interestingly, upon addition of the allosteric modulator PSNCBAM-1, this binding was restored typically to wild-type CB1 levels. In a few cases, the allosteric modulator ORG27569 was compared with PSNCBAM-1 for CP55940 binding and it also restored binding. Further, wild-type levels of inverse agonist bound the CB1 mutants in the absence of modulator, suggesting the mutants were originally folded like the wild type. CONCLUSIONS Based on our findings, we provide evidence of a therapeutic application for allosteric modulators in situations where a mutation in the receptor may hinder its function. By utilizing allosteric modulators, restoration of orthosteric binding may be possible.
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Affiliation(s)
- Rachel Dopart
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT, USA
| | - Debra A Kendall
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT, USA
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5
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Structure of an allosteric modulator bound to the CB1 cannabinoid receptor. Nat Chem Biol 2019; 15:1199-1205. [PMID: 31659318 DOI: 10.1038/s41589-019-0387-2] [Citation(s) in RCA: 108] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Accepted: 09/09/2019] [Indexed: 02/05/2023]
Abstract
The CB1 receptor mediates the central nervous system response to cannabinoids, and is a drug target for pain, anxiety and seizures. CB1 also responds to allosteric modulators, which influence cannabinoid binding and efficacy. To understand the mechanism of these compounds, we solved the crystal structure of CB1 with the negative allosteric modulator (NAM) ORG27569 and the agonist CP55940. The structure reveals that the NAM binds to an extrahelical site within the inner leaflet of the membrane, which overlaps with a conserved site of cholesterol interaction in many G protein-coupled receptors (GPCRs). The ternary structure with ORG27569 and CP55940 captures an intermediate state of the receptor, in which aromatic residues at the base of the agonist-binding pocket adopt an inactive conformation despite the large contraction of the orthosteric pocket. The structure illustrates a potential strategy for drug modulation of CB1 and other class A GPCRs.
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Cannabidiol binding and negative allosteric modulation at the cannabinoid type 1 receptor in the presence of delta-9-tetrahydrocannabinol: An In Silico study. PLoS One 2019; 14:e0220025. [PMID: 31335889 PMCID: PMC6650144 DOI: 10.1371/journal.pone.0220025] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 07/08/2019] [Indexed: 02/02/2023] Open
Abstract
Recent evidence has raised in discussion the possibility that cannabidiol can act as a negative allosteric modulator of the cannabinoid type 1 receptor. Here we have used computational methods to study the modulation exerted by cannabidiol on the effects of delta-9-tetrahydrocannabinol in the cannabinoid receptor type 1 and the possibility of direct receptor blockade. We propose a putative allosteric binding site that is located in the N-terminal region of receptor, partially overlapping the orthosteric binding site. Molecular dynamics simulations reveled a coordinated movement involving the outward rotation of helixes 1 and 2 and subsequent expansion of the orthosteric binding site upon cannabidiol binding. Finally, changes in the cytoplasmic region and high helix 8 mobility were related to impaired receptor internalization. Together, these results offer a possible explanation to how cannabidiol can directly modulate effects of delta-9-tetrahydrocannabinol on the cannabinoid receptor type 1.
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Díaz Ó, Dalton JAR, Giraldo J. Revealing the Mechanism of Agonist-Mediated Cannabinoid Receptor 1 (CB1) Activation and Phospholipid-Mediated Allosteric Modulation. J Med Chem 2019; 62:5638-5654. [DOI: 10.1021/acs.jmedchem.9b00612] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Óscar Díaz
- Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, 08193 Bellaterra, Spain
| | - James A. R. Dalton
- Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, 08193 Bellaterra, Spain
| | - Jesús Giraldo
- Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, 08193 Bellaterra, Spain
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Scott CE, Tang Y, Alt A, Burford NT, Gerritz SW, Ogawa LM, Zhang L, Kendall DA. Identification and biochemical analyses of selective CB 2 agonists. Eur J Pharmacol 2019; 854:1-8. [PMID: 30951717 DOI: 10.1016/j.ejphar.2019.03.054] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 03/19/2019] [Accepted: 03/28/2019] [Indexed: 12/14/2022]
Abstract
Cannabinoid CB1 and CB2 receptors are activated by Δ9-tetrahydrocannabinol, a psychoactive component of marijuana. The cannabinoid CB1 receptor is primarily located in the brain and is responsible for the psychoactive side effects, whereas the cannabinoid CB2 receptor is located in immune cells and is an attractive target for immune-related maladies. We identify small molecules that selectively bind to the cannabinoid CB2 receptor and can be further developed into therapeutics. The affinity of three molecules, ABK5, ABK6, and ABK7, to the cannabinoid CB2 receptor was determined with radioligand competition binding. The potency of G-protein coupling was determined with GTPγS binding. The three compounds bound selectively to the cannabinoid CB2 receptor, and no binding to the cannabinoid CB1 receptor was detected up to 10 μM. Immunoblotting studies show that the amount of ERK1/2 and MEK phosphorylation increased in a Gi/o-dependent manner. Furthermore, an immune cell line (Jurkat cells) was treated with ABK5, and as a result, inhibited cell proliferation. These three compounds are novel cannabinoid CB2 receptor agonists and hold promise to be further developed to treat inflammation and the often-associated pain.
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Affiliation(s)
- Caitlin E Scott
- Department of Pharmaceutical Sciences, University of Connecticut, 69 N Eagleville Rd, Storrs, CT, 06269, USA
| | - Yaliang Tang
- Department of Pharmaceutical Sciences, University of Connecticut, 69 N Eagleville Rd, Storrs, CT, 06269, USA
| | - Andrew Alt
- Bristol-Myers Squibb, Research and Development, 5 Research Parkway, Wallingford, CT, 06492, USA
| | - Neil T Burford
- Bristol-Myers Squibb, Research and Development, 5 Research Parkway, Wallingford, CT, 06492, USA
| | - Samuel W Gerritz
- Bristol-Myers Squibb, Research and Development, 5 Research Parkway, Wallingford, CT, 06492, USA
| | - Lisa M Ogawa
- Bristol-Myers Squibb, Research and Development, 5 Research Parkway, Wallingford, CT, 06492, USA
| | - Litao Zhang
- Bristol-Myers Squibb, Research and Development, 5 Research Parkway, Wallingford, CT, 06492, USA
| | - Debra A Kendall
- Department of Pharmaceutical Sciences, University of Connecticut, 69 N Eagleville Rd, Storrs, CT, 06269, USA.
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Ogawa LM, Burford NT, Liao YH, Scott CE, Hine AM, Dowling C, Chin J, Power M, Hunnicutt EJ, Emerick VL, Banks M, Zhang L, Gerritz SW, Alt A, Kendall DA. Discovery of Selective Cannabinoid CB 2 Receptor Agonists by High-Throughput Screening. SLAS DISCOVERY 2017; 23:375-383. [PMID: 29257918 DOI: 10.1177/2472555217748403] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The endocannabinoid system (ECS) plays a diverse role in human physiology ranging from the regulation of mood and appetite to immune modulation and the response to pain. Drug development that targets the cannabinoid receptors (CB1 and CB2) has been explored; however, success in the clinic has been limited by the psychoactive side effects associated with modulation of the neuronally expressed CB1 that are enriched in the CNS. CB2, however, are expressed in peripheral tissues, primarily in immune cells, and thus development of CB2-selective drugs holds the potential to modulate pain among other indications without eliciting anxiety and other undesirable side effects associated with CB1 activation. As part of a collaborative effort among industry and academic laboratories, we performed a high-throughput screen designed to discover selective agonists or positive allosteric modulators (PAMs) of CB2. Although no CB2 PAMs were identified, 167 CB2 agonists were discovered here, and further characterization of four select compounds revealed two with high selectivity for CB2 versus CB1. These results broaden drug discovery efforts aimed at the ECS and may lead to the development of novel therapies for immune modulation and pain management with improved side effect profiles.
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Affiliation(s)
- Lisa M Ogawa
- 1 Department of Molecular Biophysics and Biochemistry, Yale University School of Medicine, New Haven, CT, USA
| | - Neil T Burford
- 2 Bristol-Myers Squibb, Research and Development, Wallingford, CT, USA
| | - Yu-Hsien Liao
- 3 Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT, USA
| | - Caitlin E Scott
- 3 Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT, USA
| | - Ashley M Hine
- 3 Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT, USA
| | - Craig Dowling
- 2 Bristol-Myers Squibb, Research and Development, Wallingford, CT, USA
| | - Jefferson Chin
- 2 Bristol-Myers Squibb, Research and Development, Wallingford, CT, USA
| | - Mike Power
- 2 Bristol-Myers Squibb, Research and Development, Wallingford, CT, USA
| | | | | | - Martyn Banks
- 2 Bristol-Myers Squibb, Research and Development, Wallingford, CT, USA
| | - Litao Zhang
- 2 Bristol-Myers Squibb, Research and Development, Wallingford, CT, USA
| | - Samuel W Gerritz
- 2 Bristol-Myers Squibb, Research and Development, Wallingford, CT, USA
| | - Andrew Alt
- 2 Bristol-Myers Squibb, Research and Development, Wallingford, CT, USA
| | - Debra A Kendall
- 3 Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT, USA
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Fay JF, Farrens DL. The membrane proximal region of the cannabinoid receptor CB1 N-terminus can allosterically modulate ligand affinity. Biochemistry 2013; 52:8286-94. [PMID: 24206272 DOI: 10.1021/bi400842k] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The human cannabinoid receptor, CB1, a G protein-coupled receptor (GPCR), contains a relatively long (∼110 a.a.) amino terminus, whose function is still not defined. Here we explore a potential role for the CB1 N-terminus in modulating ligand binding to the receptor. Although most of the CB1 N-terminus is not necessary for ligand binding, previous studies have found that mutations introduced into its conserved membrane proximal region (MPR) do impair the receptors ability to bind ligand. Moreover, within the highly conserved MPR (∼ residues 90-110) lie two cysteine residues that are invariant in all CB1 receptors. We find these two cysteines (C98 and C107) form a disulfide in heterologously expressed human CB1, and this C98-C107 disulfide is much more accessible to reducing agents than the previously known disulfide in extracellular loop 2 (EL2). Interestingly, the presence of the C98-C107 disulfide modulates ligand binding to the receptor in a way that can be quantitatively analyzed by an allosteric model. The C98-C107 disulfide also alters the effects of allosteric ligands for CB1, Org 27569 and PSNCBAM-1. Together, these results provide new insights into how the N-terminal MPR and EL2 act together to influence the high-affinity orthosteric ligand binding site in CB1 and suggest that the CB1 N-terminal MPR may be an area through which allosteric modulators can act.
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Affiliation(s)
- Jonathan F Fay
- Department of Biochemistry and Molecular Biology, Oregon Health and Science University , Portland, Oregon 97239-3098, United States
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Harvey-Girard E, Giassi ACC, Ellis W, Maler L. Expression of the cannabinoid CB1 receptor in the gymnotiform fish brain and its implications for the organization of the teleost pallium. J Comp Neurol 2013; 521:949-75. [PMID: 22886386 DOI: 10.1002/cne.23212] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2012] [Revised: 07/05/2012] [Accepted: 08/03/2012] [Indexed: 12/14/2022]
Abstract
Cannabinoid CB1 receptors (CB1R) are widely distributed in the brains of many vertebrates, but whether their functions are conserved is unknown. The weakly electric fish, Apteronotus leptorhynchus (Apt), has been well studied for its brain structure, behavior, sensory processing, and learning and memory. It therefore offers an attractive model for comparative studies of CB1R functions. We sequenced partial AptCB1R mRNAs and performed in situ hybridization to localize its expression. Partial AptCB1R protein sequence was highly conserved to zebrafish (90.7%) and mouse (81.9%) orthologs. AptCB1R mRNA was highly expressed in the telencephalon. Subpallial neurons (dorsal, central, intermediate regions and part of the ventral region, Vd/Vc/Vi, and Vv) expressed high levels of AptCB1R transcript. The central region of dorsocentral telencephalon (DC(core) ) strongly expressed CB1R mRNA; cells in DC(core) project to midbrain regions involved in electrosensory/visual function. The lateral and rostral regions of DC surrounding DC(core) (DC(shell) ) lack AptCB1R mRNA. The rostral division of the dorsomedial telencephalon (DM1) highly expresses AptCB1R mRNA. In dorsolateral division (DL) AptCB1R mRNA was expressed in a gradient that declined in a rostrocaudal manner. In diencephalon, AptCB1R RNA probe weakly stained the central-posterior (CP) and prepacemaker (PPn) nuclei. In mesencephalon, AptCB1R mRNA is expressed in deep layers of the dorsal (electrosensory) torus semicircularis (TSd). In hindbrain, AptCB1R RNA probe weakly labeled inhibitory interneurons in the electrosensory lateral line lobe (ELL). Unlike mammals, only few cerebellar granule cells expressed AptCB1R transcripts and these were located in the center of eminentia granularis pars posterior (EGp), a cerebellar region involved in feedback to ELL.
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Affiliation(s)
- Erik Harvey-Girard
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Canada K1H 8M5.
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Marcu J, Shore DM, Kapur A, Trznadel M, Makriyannis A, Reggio PH, Abood ME. Novel insights into CB1 cannabinoid receptor signaling: a key interaction identified between the extracellular-3 loop and transmembrane helix 2. J Pharmacol Exp Ther 2013; 345:189-97. [PMID: 23426954 DOI: 10.1124/jpet.112.201046] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Activation of the cannabinoid CB1 receptor (CB1) is modulated by aspartate residue D2.63(176) in transmembrane helix (TMH) 2. Interestingly, D2.63 does not affect the affinity for ligand binding at the CB1 receptor. Studies in class A G protein-coupled receptors have suggested an ionic interaction between residues of TMH2 and 7. In this report, modeling studies identified residue K373 in the extracellular-3 (EC-3) loop in charged interactions with D2.63. We investigated this possibility by performing reciprocal mutations and biochemical studies. D2.63(176)A, K373A, D2.63(176)A-K373A, and the reciprocal mutant with the interacting residues juxtaposed D2.63(176)K-K373D were characterized using radioligand binding and guanosine 5'-3-O-(thio)triphosphate functional assays. None of the mutations resulted in a significant change in the binding affinity of N-(piperidiny-1-yl)-5-(4-chlorophenyl)-1-(2,4-dichloro-phenyl)-4-methyl-1H-pyrazole-3-carboxamide hydrochloride (SR141716A) or (-)-3cis -[2-hydroxyl-4-(1,1-dimethyl-heptyl)phenyl]-trans-4-[3-hydroxyl-propyl] cyclohexan-1-ol (CP55,940). Modeling studies indicated that binding-site interactions and energies of interaction for CP55,940 were similar between wild-type and mutant receptors. However, the signaling of CP55,940, and (R)-(+)-[2,3-dihydro-5-methyl-3-[(4-morpholinyl)methyl]-pyrrolo[1,2,3-de]-1,4-benzoxazin-6-yl](1-naphthalenyl)-methanone mesylate (WIN55,212-2) was impaired at the D2.63(176)A-K373A and the single-alanine mutants. In contrast, the reciprocal D2.63(176)K-K373D mutant regained function for both CP55,940 and WIN55,212-2. Computational results indicate that the D2.63(176)-K373 ionic interaction strongly influences the conformation(s) of the EC-3 loop, providing a structure-based rationale for the importance of the EC-3 loop to signal transduction in CB1. The putative ionic interaction results in the EC-3 loop pulling over the top (extracellular side) of the receptor; this EC-3 loop conformation may serve protective and mechanistic roles. These results suggest that the ionic interaction between D2.63(176) and K373 is important for CB1 signal transduction.
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Affiliation(s)
- Jahan Marcu
- Department of Anatomy and Cell Biology, Center for Substance Abuse Research, Temple University, Philadelphia, PA 19140, USA
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Ahn KH, Mahmoud MM, Kendall DA. Allosteric modulator ORG27569 induces CB1 cannabinoid receptor high affinity agonist binding state, receptor internalization, and Gi protein-independent ERK1/2 kinase activation. J Biol Chem 2012; 287:12070-82. [PMID: 22343625 DOI: 10.1074/jbc.m111.316463] [Citation(s) in RCA: 112] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
The cannabinoid receptor 1 (CB1), a member of the class A G protein-coupled receptor family, is expressed in brain tissue where agonist stimulation primarily activates the pertussis toxin-sensitive inhibitory G protein (G(i)). Ligands such as CP55940 ((1R,3R,4R)-3-[2-hydroxy-4-(1,1-dimethylheptyl)phenyl]-4-(3- hydroxypropyl)cyclohexan-1-ol) and Δ(9)-tetrahydrocannabinol are orthosteric agonists for the receptor, bind the conventional binding pocket, and trigger G(i)-mediated effects including inhibition of adenylate cyclase. ORG27569 (5-chloro-3-ethyl-1H-indole-2-carboxylic acid [2-(4-piperidin-1-yl-phenyl)ethyl]amide) has been identified as an allosteric modulator that displays positive cooperativity for CP55940 binding to CB1 yet acts as an antagonist of G protein coupling. To examine this apparent conundrum, we used the wild-type CB1 and two mutants, T210A and T210I (D'Antona, A. M., Ahn, K. H., and Kendall, D. A. (2006) Biochemistry 45, 5606-5617), which collectively cover a spectrum of receptor states from inactive to partially active to more fully constitutively active. Using these receptors, we demonstrated that ORG27569 induces a CB1 receptor state that is characterized by enhanced agonist affinity and decreased inverse agonist affinity consistent with an active conformation. Also consistent with this conformation, the impact of ORG27569 binding was most dramatic on the inactive T210A receptor and less pronounced on the already active T210I receptor. Although ORG27569 antagonized CP55940-induced guanosine 5'-3-O-(thio)triphosphate binding, which is indicative of G protein coupling inhibition in a concentration-dependent manner, the ORG27569-induced conformational change of the CB1 receptor led to cellular internalization and downstream activation of ERK signaling, providing the first case of allosteric ligand-biased signaling via CB1. ORG27569-induced ERK phosphorylation persisted even after pertussis toxin treatment to abrogate G(i) and occurs in HEK293 and neuronal cells.
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Affiliation(s)
- Kwang H Ahn
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, Connecticut 06269, USA
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Shim JY, Bertalovitz AC, Kendall DA. Identification of essential cannabinoid-binding domains: structural insights into early dynamic events in receptor activation. J Biol Chem 2011; 286:33422-35. [PMID: 21795705 PMCID: PMC3190901 DOI: 10.1074/jbc.m111.261651] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2011] [Revised: 07/20/2011] [Indexed: 12/16/2022] Open
Abstract
The classical cannabinoid agonist HU210, a structural analog of (-)-Δ(9)-tetrahydrocannabinol, binds to brain cannabinoid (CB1) receptors and activates signal transduction pathways. To date, an exact molecular description of the CB1 receptor is not yet available. Utilizing the minor binding pocket of the CB1 receptor as the primary ligand interaction site, we explored HU210 binding using lipid bilayer molecular dynamics (MD) simulations. Among the potential ligand contact residues, we identified residues Phe-174(2.61), Phe-177(2.64), Leu-193(3.29), and Met-363(6.55) as being critical for HU210 binding by mutational analysis. Using these residues to guide the simulations, we determined essential cannabinoid-binding domains in the CB1 receptor, including the highly sought after hydrophobic pocket important for the binding of the C3 alkyl chain of classical and nonclassical cannabinoids. Analyzing the simulations of the HU210-CB1 receptor complex, the CP55940-CB1 receptor complex, and the (-)-Δ(9)-tetrahydrocannabinol-CB1 receptor complex, we found that the positioning of the C3 alkyl chain and the aromatic stacking between Trp-356(6.48) and Trp-279(5.43) is crucial for the Trp-356(6.48) rotamer change toward receptor activation through the rigid-body movement of H6. The functional data for the mutant receptors demonstrated reductions in potency for G protein activation similar to the reductions seen in ligand binding affinity for HU210.
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Affiliation(s)
- Joong-Youn Shim
- JL Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, Durham, North Carolina 27707, USA.
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Shim JY, Rudd J, Ding TT. Distinct second extracellular loop structures of the brain cannabinoid CB(1) receptor: implication in ligand binding and receptor function. Proteins 2011; 79:581-97. [PMID: 21120862 DOI: 10.1002/prot.22907] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The G-protein-coupled receptor (GPCR) second extracellular loop (E2) is known to play an important role in receptor structure and function. The brain cannabinoid (CB(1)) receptor is unique in that it lacks the interloop E2 disulfide linkage to the transmembrane (TM) helical bundle, a characteristic of many GPCRs. Recent mutation studies of the CB(1) receptor, however, suggest the presence of an alternative intraloop disulfide bond between two E2 Cys residues. Considering the oxidation state of these Cys residues, we determine the molecular structures of the 17-residue E2 in the dithiol form (E2(dithiol)) and in the disulfide form (E2(disulfide)) of the CB(1) receptor in a fully hydrated 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine bilayer, using a combination of simulated annealing and molecular dynamics simulation approaches. We characterize the CB(1) receptor models with these two E2 forms, CB(1)(E2(dithiol)) and CB(1)(E2(disulfide)), by analyzing interaction energy, contact number, core crevice, and cross correlation. The results show that the distinct E2 structures interact differently with the TM helical bundle and uniquely modify the TM helical topology, suggesting that E2 of the CB(1) receptor plays a critical role in stabilizing receptor structure, regulating ligand binding, and ultimately modulating receptor activation. Further studies on the role of E2 of the CB(1) receptor are warranted, particularly comparisons of the ligand-bound form with the present ligand-free form.
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Affiliation(s)
- Joong-Youn Shim
- JL Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, Durham, North Carolina 27707, USA.
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Shim JY. Understanding functional residues of the cannabinoid CB1. Curr Top Med Chem 2011; 10:779-98. [PMID: 20370713 DOI: 10.2174/156802610791164210] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2009] [Accepted: 10/27/2009] [Indexed: 02/07/2023]
Abstract
The brain cannabinoid (CB(1)) receptor that mediates numerous physiological processes in response to marijuana and other psychoactive compounds is a G protein coupled receptor (GPCR) and shares common structural features with many rhodopsin class GPCRs. For the rational development of therapeutic agents targeting the CB(1) receptor, understanding of the ligand-specific CB(1) receptor interactions responsible for unique G protein signals is crucial. For a more than a decade, a combination of mutagenesis and computational modeling approaches has been successfully employed to study the ligand-specific CB(1) receptor interactions. In this review, after a brief discussion about recent advances in understanding of some structural and functional features of GPCRs commonly applicable to the CB(1) receptor, the CB(1) receptor functional residues reported from mutational studies are divided into three different types, ligand binding (B), receptor stabilization (S) and receptor activation (A) residues, to delineate the nature of the binding pockets of anandamide, CP55940, WIN55212-2 and SR141716A and to describe the molecular events of the ligand-specific CB(1) receptor activation from ligand binding to G protein signaling. Taken these CB(1) receptor functional residues, some of which are unique to the CB(1) receptor, together with the biophysical knowledge accumulated for the GPCR active state, it is possible to propose the early stages of the CB(1) receptor activation process that not only provide some insights into understanding molecular mechanisms of receptor activation but also are applicable for identifying new therapeutic agents by applying the validated structure-based approaches, such as virtual high throughput screening (HTS) and fragment-based approach (FBA).
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Affiliation(s)
- Joong-Youn Shim
- J.L. Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, 700 George Street, Durham, NC 27707, USA.
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Suter TM, Chesterfield AK, Bao C, Schaus JM, Krushinski JH, Statnick MA, Felder CC. Pharmacological characterization of the cannabinoid CB1 receptor PET ligand ortholog, [3H]MePPEP. Eur J Pharmacol 2010; 649:44-50. [DOI: 10.1016/j.ejphar.2010.08.055] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2010] [Revised: 08/13/2010] [Accepted: 08/31/2010] [Indexed: 10/19/2022]
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18
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Lee J, Seo HJ, Lee SH, Kim J, Jung ME, Lee SH, Song KS, Lee J, Kang SY, Kim MJ, Kim MS, Son EJ, Lee M, Han HK. Discovery of 2-(4-((1H-1,2,4-triazol-1-yl)methyl)-5-(4-bromophenyl)-1-(2-chlorophenyl)-1H-pyrazol-3-yl)-5-tert-butyl-1,3,4-thiadiazole (GCC2680) as a potent, selective and orally efficacious cannabinoid-1 receptor antagonist. Bioorg Med Chem 2010; 18:6377-88. [DOI: 10.1016/j.bmc.2010.07.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2010] [Revised: 07/06/2010] [Accepted: 07/06/2010] [Indexed: 11/26/2022]
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19
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Danielson ML, Lill MA. New computational method for prediction of interacting protein loop regions. Proteins 2010; 78:1748-59. [PMID: 20186974 DOI: 10.1002/prot.22690] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Flexible loop regions of proteins play a crucial role in many biological functions such as protein-ligand recognition, enzymatic catalysis, and protein-protein association. To date, most computational methods that predict the conformational states of loops only focus on individual loop regions. However, loop regions are often spatially in close proximity to one another and their mutual interactions stabilize their conformations. We have developed a new method, titled CorLps, capable of simultaneously predicting such interacting loop regions. First, an ensemble of individual loop conformations is generated for each loop region. The members of the individual ensembles are combined and are accepted or rejected based on a steric clash filter. After a subsequent side-chain optimization step, the resulting conformations of the interacting loops are ranked by the statistical scoring function DFIRE that originated from protein structure prediction. Our results show that predicting interacting loops with CorLps is superior to sequential prediction of the two interacting loop regions, and our method is comparable in accuracy to single loop predictions. Furthermore, improved predictive accuracy of the top-ranked solution is achieved for 12-residue length loop regions by diversifying the initial pool of individual loop conformations using a quality threshold clustering algorithm.
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Affiliation(s)
- Matthew L Danielson
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907, USA
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Ahn KH, Nishiyama A, Mierke DF, Kendall DA. Hydrophobic residues in helix 8 of cannabinoid receptor 1 are critical for structural and functional properties. Biochemistry 2010; 49:502-11. [PMID: 20025243 DOI: 10.1021/bi901619r] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
In addition to the heptahelical transmembrane domain shared by all G protein-coupled receptors (GPCRs), many class A GPCRs adopt a helical domain, termed helix 8, in the membrane-proximal region of the C terminus. We investigated the role of residues in the hydrophobic and hydrophilic faces of amphiphilic helix 8 of human cannabinoid receptor 1 (CB1). To differentiate between a role for specific residues and global features, we made two key mutants: one involving replacement of the highly hydrophobic groups, Leu404, Phe408, and Phe412, all with alanine and the second involving substitution of the basic residues, Lys402, Arg405, and Arg409, all with the neutral glutamine. The former showed a very low B(max) based on binding isotherms, a minimal E(max) based on GTPgammaS binding analysis, and defective localization relative to the wild-type CB1 receptor as revealed by confocal microscopy. However, the latter mutant and the wild-type receptors were indistinguishable. Circular dichroism spectroscopy of purified peptides with corresponding sequences indicated that the highly hydrophobic residues are critical for maintaining a strong helical structure in detergent, whereas the positively charged residues are not. Further investigation of mutant receptors revealed that CB1 localization requires a threshold level of hydrophobicity but not specific amino acids. Moreover, mutant receptors carrying two- to six-residue insertions amino-terminal to helix 8 revealed a graded decrease in B(max) values. Our results identify the key helix 8 components (including hydrophobicity of specific residues, structure, and location relative to TM7) determinant for receptor localization leading to robust ligand binding and G protein activation.
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Affiliation(s)
- Kwang H Ahn
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut 06269, USA
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21
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Seo HJ, Kim MJ, Lee SH, Lee SH, Jung ME, Kim MS, Ahn K, Kim J, Lee J. Synthesis and structure–activity relationship of 1,2,4-triazole-containing diarylpyrazolyl carboxamide as CB1 cannabinoid receptor–ligand. Bioorg Med Chem 2010; 18:1149-62. [DOI: 10.1016/j.bmc.2009.12.040] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2009] [Revised: 12/11/2009] [Accepted: 12/15/2009] [Indexed: 10/20/2022]
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22
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Lee SH, Seo HJ, Kim MJ, Kang SY, Lee SH, Ahn K, Lee M, Han HK, Kim J, Lee J. Pentacycle derivatives as cannabinoid CB1 receptor ligands. Bioorg Med Chem Lett 2009; 19:6632-6. [DOI: 10.1016/j.bmcl.2009.10.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2009] [Revised: 09/23/2009] [Accepted: 10/05/2009] [Indexed: 11/30/2022]
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Abstract
Ligand-receptor interactions are customarily described by equations that apply to solutes. Yet, most receptors are present in cell membranes so that sufficiently lipophilic ligands could reach the receptor by a two-dimensional approach within the membrane. As summarized in this review, this may affect the ligand-receptor interaction in many ways. Biophysicians calculated that, compared to a three-dimensional approach from the liquid phase, such approach could alter the time the ligands need to find a receptor. Biochemists found that ligand incorporation in lipid bilayers modifies their conformation. This, along with the depth at which the ligands reside in the bilayer, will affect the probability of successful receptor interaction. Novel mechanisms were also introduced, including "exosite" binding and ligand translocation between the receptor's alpha-helical transmembrane domains. Pharmacologists focused attention at ligand concentrations in membrane, their adsorption and release rates and the effects thereof on ligand potency and residence time at the receptor.
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Affiliation(s)
- G Vauquelin
- Department of Molecular and Biochemical Pharmacology, Institute for Molecular Biology and Biotechnology, Vrije Universiteit Brussel (VUB), Pleinlaan 2, B-1050 Brussel, Belgium.
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Kim MJ, Kim JY, Seo HJ, Lee J, Lee SH, Kim MS, Kang J, Kim J, Lee J. Substituted pyrimidines as cannabinoid CB1 receptor ligands. Bioorg Med Chem Lett 2009; 19:4692-7. [DOI: 10.1016/j.bmcl.2009.06.069] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2009] [Revised: 05/27/2009] [Accepted: 06/18/2009] [Indexed: 10/20/2022]
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Methylsulfonylpyrazolyl oxadiazoles and thiadiazoles as potent, orally bioavailable cannabinoid-1 receptor antagonists for the treatment of obesity. Future Med Chem 2009; 1:947-67. [DOI: 10.4155/fmc.09.64] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Background: Since the cannabinoid receptor 1 (CB1) antagonist SR141716 (rimonabant) was previously reported to modulate food intake, CB1 antagonism has been considered as a new therapeutic target for the treatment of obesity. Discussion: In the present study, biarylpyrazole analogues based on a sulfur-containing pyrazole core coupled with 1,3,4-oxadiazole and 1,3,4-thiadiazole were synthesized and assayed for rat CB1 receptor binding affinity. Results: The structure–activity relationship studies to optimize pyrazole substituents as well as 1,3,4-oxadiazole or 1,3,4-thiadiazole rings led to four novel CB1 antagonists with IC50 values of approximately 1 nM for the rat CB1 receptor binding. Among these derivatives, we identified trifluoromethylcyclobutyl analogues 19e and 19l as promising precandidates for the development as anti-obesity agents.
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Ahn KH, Bertalovitz AC, Mierke DF, Kendall DA. Dual role of the second extracellular loop of the cannabinoid receptor 1: ligand binding and receptor localization. Mol Pharmacol 2009; 76:833-42. [PMID: 19643997 DOI: 10.1124/mol.109.057356] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The seven transmembrane alpha-helices of G protein-coupled receptors (GPCRs) are the hallmark of this superfamily. Intrahelical interactions are critical to receptor assembly and, for the GPCR subclass that binds small molecules, ligand binding. Most research has focused on identifying the ligand binding pocket within the helical bundle, whereas the role of the extracellular loops remains undefined. Molecular modeling of the cannabinoid receptor 1 (CB1) extracellular loop 2 (EC2), however, suggests that EC2 is poised for key interactions. To test this possibility, we employed alanine scanning mutagenesis of CB1 EC2 and identified two distinct regions critical for ligand binding, G protein coupling activity, and receptor trafficking. Receptors with mutations in the N terminus of EC2 (W255A, N256A) were retained in the endoplasmic reticulum and did not bind the agonist (1R,3R,4R)-3-[2-hydroxy-4-(1,1-dimethylheptyl)-phenyl]-4-(3-hydroxypropyl)cyclohexan-1-ol (CP55940) or the inverse agonist N-(piperidin-1-yl)-5-(4-chlorophenyl)-1-(2,4-dichlorophenyl)-4-methyl-1H-pyrazole-3-carboxamide(SR141716A). In contrast, the C terminus of EC2 differentiates agonist and inverse agonist; the P269A, H270A, and I271A receptors exhibited diminished binding for several agonists but bound inverse agonists SR141716A, N-(piperidin-1-yl)-5-(4-iodophenyl)-1-(2,4-dichlorophenyl)-4-methyl-1H-pyrazole-3-carboxamide (AM251), and 4-[6-methoxy-2-(4-methoxyphenyl)benzofuran-3-carbonyl]benzonitrile (LY320135) with wild-type receptor affinity. The F268A receptor involving substitution in the Cys-X-X-X-Ar motif, displayed both impaired localization and ligand binding. Other amino acid substitutions at position 268 revealed that highly hydrophobic residues are required to accomplish both functions. It is noteworthy that a F268W receptor was trafficked to the cell surface yet displayed differential binding preference for inverse agonists comparable with the P269A, H270A, and I271A receptors. The findings are consistent with a dual role for EC2 in stabilizing receptor assembly and in ligand binding.
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Affiliation(s)
- Kwang H Ahn
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269-3125, USA
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27
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Predictive models of Cannabinoid-1 receptor antagonists derived from diverse classes. Bioorg Med Chem Lett 2009; 19:2990-6. [DOI: 10.1016/j.bmcl.2009.04.037] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2009] [Revised: 04/08/2009] [Accepted: 04/10/2009] [Indexed: 11/22/2022]
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28
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Lee SH, Seo HJ, Kim MJ, Kang SY, Song KS, Lee SH, Jung ME, Kim J, Lee J. Oxadiazole-diarylpyrazole 4-carboxamides as cannabinoid CB1 receptor ligands. Bioorg Med Chem Lett 2009; 19:1899-902. [DOI: 10.1016/j.bmcl.2009.02.063] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2008] [Revised: 02/04/2009] [Accepted: 02/16/2009] [Indexed: 11/16/2022]
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29
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Diarylimidazolyl oxadiazole and thiadiazole derivatives as cannabinoid CB1 receptor antagonists. Bioorg Med Chem Lett 2009; 19:142-5. [DOI: 10.1016/j.bmcl.2008.10.130] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2008] [Revised: 10/28/2008] [Accepted: 10/30/2008] [Indexed: 10/21/2022]
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30
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Lee SH, Seo HJ, Lee SH, Jung ME, Park JH, Park HJ, Yoo J, Yun H, Na J, Kang SY, Song KS, Kim MA, Chang CH, Kim J, Lee J. Biarylpyrazolyl Oxadiazole as Potent, Selective, Orally Bioavailable Cannabinoid-1 Receptor Antagonists for the Treatment of Obesity. J Med Chem 2008; 51:7216-33. [DOI: 10.1021/jm800843r] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Suk Ho Lee
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Hee Jeong Seo
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Sung-Han Lee
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Myung Eun Jung
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Ji-Hyun Park
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Hyun-Ju Park
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Jakyung Yoo
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Hoseop Yun
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Jooran Na
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Suk Youn Kang
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Kwang-Seop Song
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Min-ah Kim
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Chong-Hwan Chang
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Jeongmin Kim
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
| | - Jinhwa Lee
- Central Research Laboratories, Green Cross Corporation, 303 Bojeong-dong, Giheung-gu, Yongin 446-770, Korea, College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea, Division of Energy Systems Research and Department of Chemistry, Ajou University, Suwon 443-749, Korea
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van Diepen H, Schlicker E, Michel MC. Prejunctional and peripheral effects of the cannabinoid CB1 receptor inverse agonist rimonabant (SR 141716). Naunyn Schmiedebergs Arch Pharmacol 2008; 378:345-69. [DOI: 10.1007/s00210-008-0327-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2008] [Accepted: 06/23/2008] [Indexed: 02/06/2023]
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32
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Terry G, Liow JS, Chernet E, Zoghbi SS, Phebus L, Felder CC, Tauscher J, Schaus JM, Pike VW, Halldin C, Innis RB. Positron emission tomography imaging using an inverse agonist radioligand to assess cannabinoid CB1 receptors in rodents. Neuroimage 2008; 41:690-8. [PMID: 18456516 PMCID: PMC2474463 DOI: 10.1016/j.neuroimage.2008.03.004] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2007] [Revised: 01/17/2008] [Accepted: 03/01/2008] [Indexed: 01/16/2023] Open
Abstract
[11C]MePPEP is an inverse agonist and a radioligand developed to image cannabinoid CB1 receptors with positron emission tomography (PET). It provides reversible, high specific signal in monkey brain. We assessed [11C]MePPEP in rodent brain with regard to receptor selectivity, susceptibility to transport by P-glycoprotein (P-gp), sensitivity to displacement by agonists, and accumulation of radiometabolites. We used CB1 receptor knockout mice and P-gp knockout mice to assess receptor selectivity and sensitivity to efflux transport, respectively. Using serial measurements of PET brain activity and plasma concentrations of [11C]MePPEP, we estimated CB1 receptor density in rat brain as distribution volume. CB1 knockout mice showed only nonspecific brain uptake, and [11C]MePPEP was not a substrate for P-gp. Direct acting agonists anandamide (10 mg/kg), methanandamide (10 mg/kg), CP 55,940 (1 mg/kg), and indirect agonist URB597 (0.3 and 0.6 mg/kg) failed to displace [11C]MePPEP, while the inverse agonist rimonabant (3 and 10 mg/kg) displaced >65% of [11C]MePPEP. Radiometabolites represented ~13% of total radioactivity in brain between 30 and 120 min. [11C]MePPEP was selective for the CB1 receptor, was not a substrate for P-gp, and was more potently displaced by inverse agonists than agonists. The low potency of agonists suggests either a large receptor reserve or non-overlapping binding sites for agonists and inverse agonists. Radiometabolites of [11C]MePPEP in brain caused distribution volume to be overestimated by approximately 13%.
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Affiliation(s)
- Garth Terry
- Molecular Imaging Branch, National Institute of Mental Health, Bethesda, MD 20892-2035, USA
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33
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Tetrazole-biarylpyrazole derivatives as cannabinoid CB1 receptor antagonists. Bioorg Med Chem Lett 2008; 18:2385-9. [DOI: 10.1016/j.bmcl.2008.02.061] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2007] [Revised: 02/05/2008] [Accepted: 02/23/2008] [Indexed: 11/23/2022]
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Padgett LW, Howlett AC, Shim JY. Binding mode prediction of conformationally restricted anandamide analogs within the CB1 receptor. J Mol Signal 2008; 3:5. [PMID: 18302793 PMCID: PMC2289822 DOI: 10.1186/1750-2187-3-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2007] [Accepted: 02/26/2008] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND CB1 cannabinoid receptors are G-protein coupled receptors for endocannabinoids including anandamide and 2-arachidonoylglycerol. Because these arachidonic acid metabolites possess a 20-carbon polyene chain as the alkyl terminal moiety, they are highly flexible with the potential to adopt multiple biologically relevant conformations, particularly those in a bent form. To better understand the molecular interactions associated with binding and steric trigger mechanisms of receptor activation, a series of conformationally-restricted anandamide analogs having a wide range of affinity and efficacy were evaluated. RESULTS A CB1 receptor model was constructed to include the extracellular loops, particularly extracellular loop 2 which possesses an internal disulfide linkage. Using both Glide (Schrödinger) and Affinity (Accelrys) docking programs, binding conformations of six anandamide analogs were identified that conform to rules applicable to the potent, efficacious and stereoselective non-classical cannabinoid CP55244. Calculated binding energies of the optimum structures from both procedures correlated well with the reported binding affinity values. The most potent and efficacious of the ligands adopted conformations characterized by interactions with both the helix-3 lysine and hydrophobic residues that interact with CP55244. The other five compounds formed fewer or less energetically favorable interactions with these critical residues. The flexibility of the tested anandamide analogs, measured by torsion angles around the benzene as well as the stretch between side chain moieties, could contribute to the differences in ability to interact with the CB1 receptor. CONCLUSION Analyses of multiple poses of conformationally-restricted anandamide analogs permitted identification of favored amino acid interactions within the CB1 receptor binding pocket. A ligand possessing both high affinity and cannabinoid agonist efficacy was able to interact with both polar and hydrophobic interaction sites utilized by the potent and efficacious non-classical cannabinoid CP55940. In contrast, other analogs characterized by reduced affinity or efficacy exhibited less favorable interactions with those key residues.
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Affiliation(s)
- Lea W Padgett
- Neuroscience of Drug Abuse Research Program, Julius L, Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, Durham, NC 27707, USA.
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35
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Lemak MS, Bravarenko NI, Bobrov MY, Bezuglov VV, Ierusalimsky VN, Storozhuk MV, Malyshev AY, Balaban PM. Cannabinoid regulation in identified synapse of terrestrial snail. Eur J Neurosci 2008; 26:3207-14. [PMID: 18028114 DOI: 10.1111/j.1460-9568.2007.05945.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In the terrestrial snail a direct monosynaptic glutamatergic connection between the primary sensory neuron and a premotor interneuron involved in withdrawal behaviour can be functionally identified using electrophysiological techniques. We investigated the involvement of cannabinoids in regulation of this synaptic contact. The results demonstrate that the specific binding sites for agonists to mammalian type 1 cannabinoid receptors (CB1Rs) exist in the snail's nervous system. Application of a synthetic cannabinoid agonist anandamide selectively changed the efficacy of synaptic contacts between the identified neurons. A decrease in the long-term synaptic facilitation of the synaptic contact elicited by high-frequency nerve tetanization in the presence of cannabinoid agonist anandamide was observed, suggesting a possible role of endocannabinoids in regulation of plasticity at this synaptic site. The selective antagonist of CB1Rs [N-(piperidin-1-yl)-5-(4-iodophenyl)-1-(2,4-dichlorophenyl)-4-methyl-1H-pyrazole-3-carboxamide] AM251 bath application was changing the efficacy of the synaptic contact only when the postsynaptic neuron had been intracellularly activated before its application. This observation implies an involvement of endocannabinoids in plasticity phenomena induced by activity in the postsynaptic target. Additional support of endocannabinoid involvement in synaptic function at this site was given by experiments in which AM251 blocked the short-term suppression of synaptic excitation evoked by low-frequency nerve tetanization, a phenomenon qualitatively similar to cannabinoid-dependent synaptically evoked suppression of excitation demonstrated in the mammalian nervous system. The results of the present study suggest an involvement of cannabinoids in the regulation of synaptic efficacy. Further, anandamide could be a candidate for an endogenous neuromessenger involved in plasticity processes.
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Affiliation(s)
- M S Lemak
- Department of Cellular Neurobiology, Institute of Higher Nervous Activity and Neurophysiology RAS, Moscow, Russia
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Petitet F, Donlan M, Michel A. GPR55 as a new cannabinoid receptor: still a long way to prove it. Chem Biol Drug Des 2007; 67:252-3. [PMID: 16611220 DOI: 10.1111/j.1747-0285.2006.00370.x] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
MESH Headings
- Humans
- Ligands
- Peptide Mapping
- Receptor, Cannabinoid, CB1/chemistry
- Receptor, Cannabinoid, CB1/metabolism
- Receptor, Cannabinoid, CB1/physiology
- Receptor, Cannabinoid, CB2/chemistry
- Receptor, Cannabinoid, CB2/metabolism
- Receptor, Cannabinoid, CB2/physiology
- Receptors, G-Protein-Coupled/chemistry
- Receptors, G-Protein-Coupled/metabolism
- Receptors, G-Protein-Coupled/physiology
- Sequence Homology, Amino Acid
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37
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McDonald NA, Henstridge CM, Connolly CN, Irving AJ. Generation and functional characterization of fluorescent, N-terminally tagged CB1 receptor chimeras for live-cell imaging. Mol Cell Neurosci 2007; 35:237-48. [PMID: 17467290 DOI: 10.1016/j.mcn.2007.02.016] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2006] [Revised: 02/17/2007] [Accepted: 02/23/2007] [Indexed: 11/25/2022] Open
Abstract
N-terminally tagged CB1 receptor fusion proteins, incorporating enhanced green fluorescent protein (GFP) or super-ecliptic pHluorin (SEP), were generated to study CB1 receptor trafficking and cell surface receptor expression in live COS7 and HEK293 cells and hippocampal neurons. An artificial signal sequence (SS) was required for efficient surface expression of CB1 receptor chimeras, which behaved like wild-type CB1 receptors in functional assays. Treatment with cannabinoid ligands led to a rapid down-regulation of SS-GFP-CB1 from the plasma membrane in COS7 and HEK293 cells, associated with trafficking into cytosolic vesicles. Activation of CB1 receptors was also linked with a time-dependent reduction in cell surface SEP-CB1 fluorescence and incorporation of the construct into acidic endosomes, revealed following exposure to NH4Cl. In live hippocampal neurons, SEP-CB1 fluorescence was largely restricted to the axon, consistent with its polarised surface expression. Thus, these new molecular tools are well suited for studying CB1 receptor trafficking and a new generation of GPCR chimeras incorporating SEP at the N-terminus will be especially useful for monitoring dynamic changes in cell surface receptor expression in living cells.
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Affiliation(s)
- Neil A McDonald
- Neurosciences Institute, Division of Pathology and Neuroscience, Ninewells Hospital and Medical School, University of Dundee, Dundee, DD1 9SY, UK
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38
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D’Antona AM, Ahn KH, Wang L, Mierke DF, Lucas-Lenard J, Kendall DA. A cannabinoid receptor 1 mutation proximal to the DRY motif results in constitutive activity and reveals intramolecular interactions involved in receptor activation. Brain Res 2006; 1108:1-11. [PMID: 16879811 PMCID: PMC2733829 DOI: 10.1016/j.brainres.2006.05.042] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2006] [Revised: 05/04/2006] [Accepted: 05/06/2006] [Indexed: 11/25/2022]
Abstract
Activation of a G-protein-coupled receptor involves changes in specific microdomain interactions within the transmembrane region of the receptor. Here, we have focused on the role of L207, proximal to the DRY motif of the human cannabinoid receptor 1 in the interconversion of the receptor resting and active states. Ligand binding analysis of the mutant receptor L207A revealed an enhanced affinity for agonists (three- to six-fold) and a diminished affinity for inverse agonists (19- to 35-fold) compared to the wild-type receptor, properties characteristic of constitutive activity. To further examine whether this mutant adopts a ligand-independent, active form, treatment with GTPgammaS was used to inhibit G protein coupling. Under these conditions, the L207A receptor exhibited a 10-fold increase in affinity for the inverse agonist SR141716A, consistent with a shift away from an enhanced precoupled state. Analysis of the cellular activity of the L207A receptor showed elevated basal cyclic AMP accumulation relative to the wild type that is inhibited by SR141716A, consistent with receptor-mediated Gs precoupling. Using toxins to selectively abrogate Gs or Gi coupling, we found that CP55940 nonetheless induced only a Gi response suggesting a strong preference of this ligand-bound form for Gi in this system. Molecular dynamics simulations reveal that the single residue change of L207A impacts the association of TM3 and TM6 in the receptor by altering hydrophobic interactions involving L207, the salt bridge involving the Arg of the DRY motif, and the helical structure of TM6, consistent with events leading to activation. The structural alterations parallel those observed in models of a mutant CB(1) receptor T210I, with established constitutive activity (D'Antona, A.M., Ahn, K.H. and Kendall, D.A., 2006. Mutations of CB1 T210 produce active and inactive receptor forms: correlations with ligand affinity, receptor stability, and cellular localization. Biochemistry, 45, 5606-5617).
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Affiliation(s)
- Aaron M. D’Antona
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, USA
| | - Kwang H. Ahn
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, USA
| | - Lei Wang
- Department of Chemistry and Department of Molecular Pharmacology, Brown University, Providence, RI 02912, USA
| | - Dale F. Mierke
- Department of Chemistry and Department of Molecular Pharmacology, Brown University, Providence, RI 02912, USA
| | - Jean Lucas-Lenard
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, USA
| | - Debra A. Kendall
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, USA
- Corresponding author. E-mail address: (D.A. Kendall)
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39
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D'Antona AM, Ahn KH, Kendall DA. Mutations of CB1 T210 produce active and inactive receptor forms: correlations with ligand affinity, receptor stability, and cellular localization. Biochemistry 2006; 45:5606-17. [PMID: 16634642 PMCID: PMC2667143 DOI: 10.1021/bi060067k] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Human cannabinoid receptor 1 (CB(1)) has attracted substantial interest as a potential therapeutic target for treating obesity and other obsessive disorders. An understanding of the mechanism governing the transition of the CB(1) receptor between its inactive and active states is critical for understanding how therapeutics can selectively regulate receptor activity. We have examined the importance of the Thr at position 210 in CB(1) in this transition, a residue predicted to be on the same face of the helix as the Arg of the DRY motif highly conserved in the G protein-coupled receptor superfamily. This Thr was substituted with Ile and Ala via mutagenesis, and the receptors, T210I and T210A, were expressed in HEK 293 cells. The T210I receptor exhibited enhanced agonist and diminished inverse agonist affinity relative to the wild type, consistent with a shift toward the active form. However, treatment with GTPgammaS to inhibit G protein coupling diminished the affinity change for the inverse agonist SR141716A. The decreased thermal stability of the T210I receptor and increased level of internalization of a T210I receptor-GFP chimera were also observed, consistent with constitutive activity. In contrast, the T210A receptor exhibited the opposite profile: diminished agonist and enhanced inverse agonist affinity. The T210A receptor was found to be more thermally stable than the wild type, and high levels of a T210A receptor-GFP chimera were localized to the cell surface as predicted for an inactive receptor form. These results suggest that T210 plays a key role in governing the transition between inactive and active CB(1) receptor states.
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Affiliation(s)
- Aaron M D'Antona
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut 06269-3125, USA
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40
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Tuccinardi T, Ferrarini PL, Manera C, Ortore G, Saccomanni G, Martinelli A. Cannabinoid CB2/CB1 selectivity. Receptor modeling and automated docking analysis. J Med Chem 2006; 49:984-94. [PMID: 16451064 DOI: 10.1021/jm050875u] [Citation(s) in RCA: 68] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Three-dimensional models of the CB1 and CB2 cannabinoid receptors were constructed by means of a molecular modeling procedure, using the X-ray structure of bovine rhodopsin as the initial template, and taking into account the available site-directed mutagenesis data. The cannabinoid system was studied by means of docking techniques. An analysis of the interaction of WIN55212-2 with both receptors showed that CB2/CB1 selectivity is mainly determined by the interaction in the CB2 with the nonconserved residues S3.31 and F5.46, whose importance was suggested by site-directed mutagenesis data. We also carried out an automated docking of several ligands into the CB2 model, using the AUTODOCK 3.0 program; the good correlation obtained between the estimated free energy binding and the experimental binding data confirmed our binding hypothesis and the reliability of the model.
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Affiliation(s)
- Tiziano Tuccinardi
- Dipartimento di Scienze Farmaceutiche, Università di Pisa, via Bonanno 6, 56126 Pisa, Italy
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Abstract
To date, two cannabinoid receptors have been isolated by molecular cloning. The CB1 and CB2 cannabinoid receptors are members of the G protein-coupled receptor family. There is also evidence for additional cannabinoid receptor subtypes. The CB1 and CB2 receptors recognize endogenous and exogenous cannabinoid compounds, which fall into five structurally diverse classes. Mutagenesis and molecular modeling studies have identified several key amino acid residues involved in the selective recognition of these ligands. Numerous residues involved in receptor activation have been elucidated. Regions of the CB1 receptor mediating desensitization and internalization have also been discovered. The known genetic structures of the CB1 and CB2 receptors indicate polymorphisms and multiple exons that maybe involved in tissue and species-specific regulation of these genes. The cannabinoid receptors are regulated during chronic agonist exposure, and gene expression is altered in disease states. There is a complex molecular architecture of the cannabinoid receptors that allows a single receptor to recognize multiple classes of compounds and produce an array of distinct downstream effects.
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MESH Headings
- Amino Acid Sequence
- Animals
- Binding Sites
- Drug Tolerance
- Humans
- Molecular Sequence Data
- Polymorphism, Genetic
- Protein Conformation
- Receptor, Cannabinoid, CB1/chemistry
- Receptor, Cannabinoid, CB1/genetics
- Receptor, Cannabinoid, CB1/physiology
- Receptor, Cannabinoid, CB2/chemistry
- Receptor, Cannabinoid, CB2/genetics
- Receptor, Cannabinoid, CB2/physiology
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Affiliation(s)
- M E Abood
- Forbes Norris MDA/ALS Research, California Pacific Medical Center, 2351 Clay St 416, San Francisco, CA 94115, USA.
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42
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Lambert DM, Fowler CJ. The Endocannabinoid System: Drug Targets, Lead Compounds, and Potential Therapeutic Applications. J Med Chem 2005; 48:5059-87. [PMID: 16078824 DOI: 10.1021/jm058183t] [Citation(s) in RCA: 256] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Didier M Lambert
- Unité de Chimie Pharmaceutique et de Radiopharmacie, Université Catholique de Louvain, 73 Avenue Mounier, UCL-CMFA 73.40, B-1200 Brussels, Belgium.
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