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Banister SD, Krishna Kumar K, Kumar V, Kobilka BK, Malhotra SV. Selective modulation of the cannabinoid type 1 (CB 1) receptor as an emerging platform for the treatment of neuropathic pain. MEDCHEMCOMM 2019; 10:647-659. [PMID: 31191856 PMCID: PMC6533890 DOI: 10.1039/c8md00595h] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Accepted: 03/12/2019] [Indexed: 12/27/2022]
Abstract
Neuropathic pain is caused by a lesion or dysfunction in the nervous system, and it may arise from illness, be drug-induced or caused by toxin exposure. Since the discovery of two G-protein-coupled cannabinoid receptors (CB1 and CB2) nearly three decades ago, there has been a rapid expansion in our understanding of cannabinoid pharmacology. This is currently one of the most active fields of neuropharmacology, and interest has emerged in developing cannabinoids and other small molecule modulators of CB1 and CB2 as therapeutics for neuropathic pain. This short review article provides an overview of the chemotypes currently under investigation for the development of novel neuropathic pain treatments targeting CB1 receptors.
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Affiliation(s)
- Samuel D Banister
- Department of Radiation Oncology , Stanford University School of Medicine , Stanford , CA 94305 , USA .
| | - Kaavya Krishna Kumar
- Department of Molecular and Cellular Physiology , Stanford University School of Medicine , Stanford , CA 94305 , USA
| | - Vineet Kumar
- Department of Radiation Oncology , Stanford University School of Medicine , Stanford , CA 94305 , USA .
| | - Brian K Kobilka
- Department of Molecular and Cellular Physiology , Stanford University School of Medicine , Stanford , CA 94305 , USA
| | - Sanjay V Malhotra
- Department of Radiation Oncology , Stanford University School of Medicine , Stanford , CA 94305 , USA .
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52
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Al-Zoubi R, Morales P, Reggio PH. Structural Insights into CB1 Receptor Biased Signaling. Int J Mol Sci 2019; 20:E1837. [PMID: 31013934 PMCID: PMC6515405 DOI: 10.3390/ijms20081837] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 04/09/2019] [Accepted: 04/11/2019] [Indexed: 12/21/2022] Open
Abstract
The endocannabinoid system has emerged as a promising target for the treatment of numerous diseases, including cancer, neurodegenerative disorders, and metabolic syndromes. Thus far, two cannabinoid receptors, CB1 and CB2, have been discovered, which are found predominantly in the central nervous system (CB1) or the immune system (CB2), among other organs and tissues. CB1 receptor ligands have been shown to induce a complex pattern of intracellular effects. The binding of a ligand induces distinct conformational changes in the receptor, which will eventually translate into distinct intracellular signaling pathways through coupling to specific intracellular effector proteins. These proteins can mediate receptor desensitization, trafficking, or signaling. Ligand specificity and selectivity, complex cellular components, and the concomitant expression of other proteins (which either regulate the CB1 receptor or are regulated by the CB1 receptor) will affect the therapeutic outcome of its targeting. With an increased interest in G protein-coupled receptors (GPCR) research, in-depth studies using mutations, biological assays, and spectroscopic techniques (such as NMR, EPR, MS, FRET, and X-ray crystallography), as well as computational modelling, have begun to reveal a set of concerted structural features in Class A GPCRs which relate to signaling pathways and the mechanisms of ligand-induced activation, deactivation, or activity modulation. This review will focus on the structural features of the CB1 receptor, mutations known to bias its signaling, and reported studies of CB1 receptor ligands to control its specific signaling.
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Affiliation(s)
- Rufaida Al-Zoubi
- Department of Medicinal Chemistry and Pharmacognosy, Faculty of Pharmacy, Jordan University of Science & Technology, P.O.BOX 3030, Irbid 22110, Jordan.
| | - Paula Morales
- Departamento de Química-Física Biológica, Instituto de Química Física Rocasolano (IQFR-CSIC), Serrano 119, 28006 Madrid, Spain.
| | - Patricia H Reggio
- Chemistry and Biochemistry Department, UNC Greensboro, Greensboro, NC 27412, USA.
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Immadi SS, Dopart R, Wu Z, Fu B, Kendall DA, Lu D. Exploring 6-Azaindole and 7-Azaindole Rings for Developing Cannabinoid Receptor 1 Allosteric Modulators. Cannabis Cannabinoid Res 2018; 3:252-258. [PMID: 30547095 PMCID: PMC6290480 DOI: 10.1089/can.2018.0046] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Introduction and Objective: Org27569 is a prototypical allosteric modulator of the cannabinoid receptor 1 (CB1). It belongs to the indole-2-carboxamide scaffold and has been intensively investigated in pharmacology and in structure-activity relationship (SAR) studies. Although azaindoles are rare in natural products and differ only by the presence of an extra ring nitrogen, they were demonstrated as valuable bioisosteres in many pharmacologically important molecules. To extend the SAR investigation of the indole-2-carboxamide class of CB1 allosteric modulators, azaindole (pyrrolopyridine) rings were used to replace the indole ring of Org27569 analogs to explore the potential of azaindole-2-carboxamides as CB1 allosteric modulators. Using 6- and 7-azaindole in lieu of the indole moiety within this class of CB1 allosteric modulators indeed improved the aqueous solubility. Materials and Methods: We synthesized 6- and 7-azaindole-2-carboxamides and their indole-2-carboxamide counterparts. The molecules were evaluated by [3H]CP55,940 binding and [35S]GTPγS binding assays for their allosteric modulation of the CB1 receptor. Results: The 7-azaindole-2-carboxamides lost the ability to bind to the CB1 receptor. The 6-azaindole-2-carboxamides (e.g., 3c and 3d) showed markedly reduced binding affinities to the CB1 receptor in comparison with their indole-2-carboxamide counterparts. However, they behaved similarly as indole-2-carboxamides in potentiating the orthosteric agonist binding and inhibiting the orthosteric agonist-induced G-protein coupling. The results indicated that some azaindole scaffolds (e.g., 6-azaindole) are worth further exploration, whereas the 7-azaindole ring is not a viable bioisostere of the indole ring in the Org27569 class of CB1 allosteric modulators.
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Affiliation(s)
- Sri Sujana Immadi
- Department of Pharmaceutical Sciences, Rangel College of Pharmacy, Health Science Center, Texas A&M University, Kingsville, Texas
| | - Rachel Dopart
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, Connecticut
| | - Zhixing Wu
- Department of Pharmaceutical Sciences, Rangel College of Pharmacy, Health Science Center, Texas A&M University, Kingsville, Texas
| | - Boqiao Fu
- Department of Pharmaceutical Sciences, Rangel College of Pharmacy, Health Science Center, Texas A&M University, Kingsville, Texas
| | - Debra A. Kendall
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, Connecticut
| | - Dai Lu
- Department of Pharmaceutical Sciences, Rangel College of Pharmacy, Health Science Center, Texas A&M University, Kingsville, Texas
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54
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Emendato A, Guerrini R, Marzola E, Wienk H, Boelens R, Leone S, Picone D. Disordered Peptides Looking for Their Native Environment: Structural Basis of CB1 Endocannabinoid Receptor Binding to Pepcans. Front Mol Biosci 2018; 5:100. [PMID: 30505835 PMCID: PMC6250848 DOI: 10.3389/fmolb.2018.00100] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 10/26/2018] [Indexed: 01/15/2023] Open
Abstract
Endocannabinoid peptides, or “pepcans,” are endogenous ligands of the CB1 cannabinoid receptor. Depending on their length, they display diverse activity: For instance, the nona-peptide Pepcan-9, also known as hemopressin, is a powerful inhibitor of CB1, whereas the longer variant Pepcan-12, which extends by only three amino acid residues at the N-terminus, acts on both CB1 and CB2 as an allosteric modulator, although with diverse effects. Despite active research on their pharmacological applications, very little is known about structure-activity relationships of pepcans. Different structures have been proposed for the nona-peptide, which has also been reported to form fibrillar aggregates. This might have affected the outcome and reproducibility of bioactivity studies. In an attempt of elucidating the determinants of both biological activity and aggregation propensity of Pepcan-9 and Pepcan-12, we have performed their structure characterization in solvent systems characterized by different polarity and pH. We have found that, while disordered in aqueous environment, both peptides display helical structure in less polar environment, mimicking the proteic receptor milieu. In the case of Pepcan-9, this structure is fully consistent with the observed modulation of the CB1. For Pepcan-12, whose allosteric binding site is still unknown, the presented structure is compatible with the binding at one of the previously proposed allosteric sites on CB1. These findings open the way to structure-driven design of selective peptide modulators of CB1.
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Affiliation(s)
- Alessandro Emendato
- Department of Chemical Sciences, University of Naples Federico II, Naples, Italy
| | - Remo Guerrini
- Department of Chemical and Pharmaceutical Sciences, University of Ferrara, Ferrara, Italy
| | - Erika Marzola
- Department of Chemical and Pharmaceutical Sciences, University of Ferrara, Ferrara, Italy
| | - Hans Wienk
- Bijvoet Center for Biomolecular Research, Utrecht University, Utrecht, Netherlands
| | - Rolf Boelens
- Bijvoet Center for Biomolecular Research, Utrecht University, Utrecht, Netherlands
| | - Serena Leone
- Department of Chemical Sciences, University of Naples Federico II, Naples, Italy
| | - Delia Picone
- Department of Chemical Sciences, University of Naples Federico II, Naples, Italy
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55
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Laurikainen H, Tuominen L, Tikka M, Merisaari H, Armio RL, Sormunen E, Borgan F, Veronese M, Howes O, Haaparanta-Solin M, Solin O, Hietala J. Sex difference in brain CB1 receptor availability in man. Neuroimage 2018; 184:834-842. [PMID: 30296558 DOI: 10.1016/j.neuroimage.2018.10.013] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 09/20/2018] [Accepted: 10/04/2018] [Indexed: 12/17/2022] Open
Abstract
The endocannabinoid system (ECS) has a widespread neuromodulatory function in the central nervous system and is involved in important aspects of brain function including brain development, cortical rhythms, plasticity, reward, and stress sensitivity. Many of these effects are mediated via the cannabinoid CB1 receptor (CB1R) subtype. Animal studies convincingly show an interaction between the ECS and sex hormones, as well as a sex difference of higher brain CB1R in males. Human in vivo studies of sex difference have yielded discrepant findings. Gender differences in CB1R availability were investigated in vivo in 11 male and 11 female healthy volunteers using a specific CB1R tracer [18F]FMPEP-d2 and positron emission tomography (PET). Regional [18F]FMPEP-d2 distribution volume was used as a proxy for CB1R availability. In addition, we explored whether CB1R availability is linked to neuropsychological functioning. Relative to females, CB1R availability was on average 41% higher in males (p = 0.002) with a regionally specific effect larger in the posterior cingulate and retrosplenial cortices (p = 0.001). Inter-subject variability in CB1R availability was similar in both groups. Voxel-based analyses revealed an inverse association between CB1R availability and visuospatial working memory task performance in both groups (p < 0.001). A CB1R sex difference with a large effect size was observed and should be considered in the design of CB1R-related studies on neuropsychiatric disorders. The behavioural correlates and clinical significance of this difference remain to be further elucidated, but our studies suggest an association between CB1R availability and working memory.
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Affiliation(s)
- Heikki Laurikainen
- Turku PET Centre, Turku University Hospital, Finland; Department of Psychiatry, University of Turku and Turku University Hospital, Finland
| | - Lauri Tuominen
- Turku PET Centre, Turku University Hospital, Finland; Department of Psychiatry, University of Turku and Turku University Hospital, Finland; Martinos Center for Biomedical Imaging, Harvard Medical School, Boston, MA, USA
| | - Maria Tikka
- Department of Psychiatry, University of Turku and Turku University Hospital, Finland
| | | | - Reetta-Liina Armio
- Turku PET Centre, Turku University Hospital, Finland; Department of Psychiatry, University of Turku and Turku University Hospital, Finland
| | - Elina Sormunen
- Turku PET Centre, Turku University Hospital, Finland; Department of Psychiatry, University of Turku and Turku University Hospital, Finland
| | - Faith Borgan
- Psychosis Studies Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK
| | - Mattia Veronese
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK
| | - Oliver Howes
- Psychosis Studies Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK
| | | | - Olof Solin
- Turku PET Centre, Turku University Hospital, Finland
| | - Jarmo Hietala
- Turku PET Centre, Turku University Hospital, Finland; Department of Psychiatry, University of Turku and Turku University Hospital, Finland.
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56
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Morales P, Goya P, Jagerovic N. Emerging strategies targeting CB 2 cannabinoid receptor: Biased agonism and allosterism. Biochem Pharmacol 2018; 157:8-17. [PMID: 30055149 DOI: 10.1016/j.bcp.2018.07.031] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 07/23/2018] [Indexed: 01/24/2023]
Abstract
During these last years, the CB2 cannabinoid receptor has emerged as a potential anti-inflammatory target in diseases such as multiple sclerosis, amyotrophic lateral sclerosis, Huntington's disease, ischemic stroke, autoimmune diseases, osteoporosis, and cancer. However, the development of clinically useful CB2 agonists reveals to be very challenging. Allosterism and biased-signaling mechanisms at CB2 receptor may offer new avenues for the development of improved CB2 receptor-targeted therapies. Although there has been some exploration of CB1 receptor activation by new CB1 allosteric or biased-signaling ligands, the CB2 receptor is still at initial stages in this domain. In an effort to understand the molecular basis behind these pharmacological approaches, we have analyzed and summarized the structural data reported so far at CB2 receptor.
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Affiliation(s)
- Paula Morales
- Instituto de Química Médica, Consejo Superior de Investigaciones Científicas, Unidad Asociada I+D+i IQM/Universidad Rey Juan Carlos (URJC), Calle Juan de la Cierva, 3, E-28006 Madrid, Spain
| | - Pilar Goya
- Instituto de Química Médica, Consejo Superior de Investigaciones Científicas, Unidad Asociada I+D+i IQM/Universidad Rey Juan Carlos (URJC), Calle Juan de la Cierva, 3, E-28006 Madrid, Spain
| | - Nadine Jagerovic
- Instituto de Química Médica, Consejo Superior de Investigaciones Científicas, Unidad Asociada I+D+i IQM/Universidad Rey Juan Carlos (URJC), Calle Juan de la Cierva, 3, E-28006 Madrid, Spain.
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57
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Gado F, Di Cesare Mannelli L, Lucarini E, Bertini S, Cappelli E, Digiacomo M, Stevenson LA, Macchia M, Tuccinardi T, Ghelardini C, Pertwee RG, Manera C. Identification of the First Synthetic Allosteric Modulator of the CB 2 Receptors and Evidence of Its Efficacy for Neuropathic Pain Relief. J Med Chem 2018; 62:276-287. [PMID: 29990428 DOI: 10.1021/acs.jmedchem.8b00368] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The direct activation of cannabinoid receptors (CBRs) results in several beneficial effects; therefore several CBRs ligands have been synthesized and tested in vitro and in vivo. However, none of them reached an advanced phase of clinical development due mainly to side effects on the CNS. Medicinal chemistry approaches are now engaged to develop allosteric modulators that might offer a novel therapeutic approach to achieve potential therapeutic benefits avoiding inherent side effects of orthosteric ligands. Here we identify the first ever synthesized positive allosteric modulator (PAM) that targets CB2Rs. The evidence for this was obtained using [3H]CP55940 and [35S]GTPγS binding assays. This finding will be useful for the characterization of allosteric binding site(s) on CB2Rs which will be essential for the further development of CB2R allosteric modulators. Moreover, the new CB2R PAM displayed antinociceptive activity in vivo in an experimental mouse model of neuropathic pain, raising the possibility that it might be a good candidate for clinical development.
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Affiliation(s)
- Francesca Gado
- Department of Pharmacy , University of Pisa , 56126 Pisa , Italy
| | - Lorenzo Di Cesare Mannelli
- Department of Neuroscience, Psychology, Drug Research and Child Health, Section of Pharmacology and Toxicology , University of Florence , 50139 Florence , Italy
| | - Elena Lucarini
- Department of Neuroscience, Psychology, Drug Research and Child Health, Section of Pharmacology and Toxicology , University of Florence , 50139 Florence , Italy
| | - Simone Bertini
- Department of Pharmacy , University of Pisa , 56126 Pisa , Italy
| | - Elena Cappelli
- Department of Pharmacy , University of Pisa , 56126 Pisa , Italy
| | - Maria Digiacomo
- Department of Pharmacy , University of Pisa , 56126 Pisa , Italy
| | - Lesley A Stevenson
- School of Medicine, Medical Sciences and Nutrition, Institute of Medical Sciences , University of Aberdeen , AB25 2ZD Aberdeen , Scotland, U.K
| | - Marco Macchia
- Department of Pharmacy , University of Pisa , 56126 Pisa , Italy
| | - Tiziano Tuccinardi
- Department of Pharmacy , University of Pisa , 56126 Pisa , Italy.,Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology , Temple University , Philadelphia , Pennsylvania 19122 , United States
| | - Carla Ghelardini
- Department of Neuroscience, Psychology, Drug Research and Child Health, Section of Pharmacology and Toxicology , University of Florence , 50139 Florence , Italy
| | - Roger G Pertwee
- School of Medicine, Medical Sciences and Nutrition, Institute of Medical Sciences , University of Aberdeen , AB25 2ZD Aberdeen , Scotland, U.K
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58
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Martínez-Pinilla E, Varani K, Reyes-Resina I, Angelats E, Vincenzi F, Ferreiro-Vera C, Oyarzabal J, Canela EI, Lanciego JL, Nadal X, Navarro G, Borea PA, Franco R. Binding and Signaling Studies Disclose a Potential Allosteric Site for Cannabidiol in Cannabinoid CB 2 Receptors. Front Pharmacol 2017; 8:744. [PMID: 29109685 PMCID: PMC5660261 DOI: 10.3389/fphar.2017.00744] [Citation(s) in RCA: 132] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 10/02/2017] [Indexed: 11/13/2022] Open
Abstract
The mechanism of action of cannabidiol (CBD), the main non-psychotropic component of Cannabis sativa L., is not completely understood. First assumed that the compound was acting via cannabinoid CB2 receptors (CB2Rs) it is now suggested that it interacts with non-cannabinoid G-protein-coupled receptors (GPCRs); however, CBD does not bind with high affinity to the orthosteric site of any GPCR. To search for alternative explanations, we tested CBD as a potential allosteric ligand of CB2R. Radioligand and non-radioactive homogeneous binding, intracellular cAMP determination and ERK1/2 phosphorylation assays were undertaken in heterologous systems expressing the human version of CB2R. Using membrane preparations from CB2R-expressing HEK-293T (human embryonic kidney 293T) cells, we confirmed that CBD does not bind with high affinity to the orthosteric site of the human CB2R where the synthetic cannabinoid, [3H]-WIN 55,212-2, binds. CBD was, however, able to produce minor but consistent reduction in the homogeneous binding assays in living cells using the fluorophore-conjugated CB2R-selective compound, CM-157. The effect on binding to CB2R-expressing living cells was different to that exerted by the orthosteric antagonist, SR144528, which decreased the maximum binding without changing the KD. CBD at nanomolar concentrations was also able to significantly reduce the effect of the selective CB2R agonist, JWH133, on forskolin-induced intracellular cAMP levels and on activation of the MAP kinase pathway. These results may help to understand CBD mode of action and may serve to revisit its therapeutic possibilities.
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Affiliation(s)
- Eva Martínez-Pinilla
- Instituto de Neurociencias del Principado de Asturias, Departamento de Morfología y Biología Celular, Facultad de Medicina, Universidad de Oviedo, Asturias, Spain
| | - Katia Varani
- Pharmacology Institute, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Irene Reyes-Resina
- Molecular Neurobiology Laboratory, Department of Biochemistry and Molecular Biomedicine, University of Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, Spain
| | - Edgar Angelats
- Molecular Neurobiology Laboratory, Department of Biochemistry and Molecular Biomedicine, University of Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, Spain
| | - Fabrizio Vincenzi
- Pharmacology Institute, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | | | - Julen Oyarzabal
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Enric I Canela
- Molecular Neurobiology Laboratory, Department of Biochemistry and Molecular Biomedicine, University of Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, Spain
| | - José L Lanciego
- Neuroscience Department, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | | | - Gemma Navarro
- Molecular Neurobiology Laboratory, Department of Biochemistry and Molecular Biomedicine, University of Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, Spain.,Department of Biochemistry and Physiology, Faculty of Pharmacy, University of Barcelona, Barcelona, Spain
| | - Pier Andrea Borea
- Pharmacology Institute, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Rafael Franco
- Molecular Neurobiology Laboratory, Department of Biochemistry and Molecular Biomedicine, University of Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, Spain
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59
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Gamage TF, Farquhar CE, Lefever TW, Thomas BF, Nguyen T, Zhang Y, Wiley JL. The great divide: Separation between in vitro and in vivo effects of PSNCBAM-based CB 1 receptor allosteric modulators. Neuropharmacology 2017; 125:365-375. [PMID: 28803965 DOI: 10.1016/j.neuropharm.2017.08.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 07/25/2017] [Accepted: 08/09/2017] [Indexed: 01/08/2023]
Abstract
While allosteric modulators of the cannabinoid type-1 receptor (CB1) continue to be developed and characterized, the gap between the in vitro and in vivo data is widening, raising questions regarding translatability of their effects and biological relevance. Among the CB1 allosteric modulators, PSNCBAM-1 has received little attention regarding its effects in vivo. Recently, pregnenolone was reported to act as an allosteric modulator of CB1, blocking THC's effects in vitro and in vivo, highlighting the potential of CB1 allosteric modulators for treatment of cannabis intoxication. We investigated the pharmacological effects of PSNCBAM-1 and two structural analogs, RTICBM-15 and -28, as well as pregnenolone, in both signaling and behavioral assays including [35S]GTPγS binding, the cannabinoid tetrad and drug discrimination. While the CB1 allosteric modulator PSNCBAM-1 attenuated THC-induced anti-nociception and its structural analog RTICBM-28 reduced THC's potency in drug discrimination, most cannabinoid effects in mice were unaffected. In contrast to the mouse studies, PSNCBAM-1 and analogs insurmountably antagonized CP55,940- and THC-stimulated [35S]GTPγS binding and exhibited negative binding cooperativity with [3H]SR141716 with similar apparent affinities. Notably, RTICBM-28, which contains a cyano substitution at the 4-chlorophenyl position of PSNCBAM-1, exhibited enhanced binding cooperativity with CP55,940. In contrast to previous findings, pregnenolone did not block THC's effects in drug discrimination or [35S]GTPγS. These data further highlight the difficulty in translating pharmacological effects of CB1 allosteric modulators in vivo but confirm the established pharmacology of PSNCBAM-1 and analogs in molecular assays of CB1 receptor function.
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Affiliation(s)
- Thomas F Gamage
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC 27709-2194, USA.
| | - Charlotte E Farquhar
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC 27709-2194, USA
| | - Timothy W Lefever
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC 27709-2194, USA
| | - Brian F Thomas
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC 27709-2194, USA
| | - Thuy Nguyen
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC 27709-2194, USA
| | - Yanan Zhang
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC 27709-2194, USA
| | - Jenny L Wiley
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC 27709-2194, USA
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60
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Cairns EA, Szczesniak AM, Straiker AJ, Kulkarni PM, Pertwee RG, Thakur GA, Baldridge WH, Kelly MEM. The In Vivo Effects of the CB 1-Positive Allosteric Modulator GAT229 on Intraocular Pressure in Ocular Normotensive and Hypertensive Mice. J Ocul Pharmacol Ther 2017; 33:582-590. [PMID: 28719234 DOI: 10.1089/jop.2017.0037] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE Orthosteric cannabinoid receptor 1 (CB1) activation leads to decreases in intraocular pressure (IOP). However, use of orthosteric CB1 agonists chronically has several disadvantages, limiting their usefulness as clinically relevant drugs. Allosteric modulators interact with topographically distinct sites to orthosteric ligands and may be useful to circumvent some of these disadvantages. The purpose of this study was to investigate the effects of the novel CB1-positive allosteric modulator (PAM) GAT229 on IOP. METHODS IOP was measured using rebound tonometry in anesthetized normotensive C57Bl/6 mice and in a genetic model of ocular hypertension [nose, eyes, ears (nee) mice] before drug administration, and at 1, 6, and 12 h thereafter. RESULTS In normotensive mice, topical administration of 5 μL GAT229 alone at either 0.2% or 2% did not reduce IOP. However, a subthreshold dose (0.25%) of the nonselective orthosteric CB1 agonist WIN 55,212-2, when combined with 0.2% GAT229, significantly reduced IOP compared with vehicle at 6 and 12 h. Similarly, combination of subthreshold Δ9-tetrahydrocannabinol (a nonselective orthosteric CB1 agonist; 1 mg/kg) with topical 0.2% GAT229 produced IOP lowering at 6 h. In nee mice, administration of topical 0.2% GAT229 or 10 mg/kg GAT229 alone was sufficient to lower IOP at 6 and 12 h, and 12 h, respectively. CONCLUSIONS The CB1 PAM GAT229 reduces IOP in ocular hypertensive mice and enhanced CB1-mediated IOP reduction when combined with subthreshold CB1 orthosteric ligands in normotensive mice. Administration of CB1 PAMs may provide a novel approach to reduce IOP with fewer of the disadvantages associated with orthosteric CB1 activation.
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Affiliation(s)
- Elizabeth A Cairns
- 1 Department of Pharmacology, Dalhousie University , Halifax, Nova Scotia, Canada
| | | | - Alex J Straiker
- 2 Department of Psychological and Brain Sciences, Indiana University , Bloomington, Indiana
| | - Pushkar M Kulkarni
- 3 Department of Pharmaceutical Sciences School of Pharmacy, Bouvé College of Health Sciences, Northeastern University , Boston, Massachusetts
| | - Roger G Pertwee
- 4 School of Medicine, Medical Sciences, and Nutrition, Institute of Medical Sciences, University of Aberdeen , Aberdeen, Scotland
| | - Ganesh A Thakur
- 3 Department of Pharmaceutical Sciences School of Pharmacy, Bouvé College of Health Sciences, Northeastern University , Boston, Massachusetts
| | - William H Baldridge
- 5 Department of Medical Neuroscience, Dalhousie University , Halifax, Nova Scotia, Canada .,6 Department of Ophthalmology and Visual Sciences, Dalhousie University , Halifax, Nova Scotia, Canada
| | - Melanie E M Kelly
- 1 Department of Pharmacology, Dalhousie University , Halifax, Nova Scotia, Canada .,6 Department of Ophthalmology and Visual Sciences, Dalhousie University , Halifax, Nova Scotia, Canada
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61
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Morales P, Reggio PH, Jagerovic N. An Overview on Medicinal Chemistry of Synthetic and Natural Derivatives of Cannabidiol. Front Pharmacol 2017; 8:422. [PMID: 28701957 PMCID: PMC5487438 DOI: 10.3389/fphar.2017.00422] [Citation(s) in RCA: 98] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 06/14/2017] [Indexed: 12/12/2022] Open
Abstract
Cannabidiol (CBD) has been traditionally used in Cannabis-based preparation, however historically, it has received far less interest as a single drug than the other components of Cannabis. Currently, CBD generates considerable interest due to its beneficial neuroprotective, antiepileptic, anxiolytic, antipsychotic, and anti-inflammatory properties. Therefore, the CBD scaffold becomes of increasing interest for medicinal chemists. This review provides an overview of the chemical structure of natural and synthetic CBD derivatives including the molecular targets associated with these compounds. A clear identification of their biological targets has been shown to be still very challenging.
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Affiliation(s)
- Paula Morales
- Department of Chemistry and Biochemistry, University of North Carolina Greensboro, GreensboroNC, United States
| | - Patricia H. Reggio
- Department of Chemistry and Biochemistry, University of North Carolina Greensboro, GreensboroNC, United States
| | - Nadine Jagerovic
- Instituto de Química Médica, Consejo Superior de Investigaciones Científicas, Unidad Asociada I+D+i al Instituto de Química Médica/Universidad Rey Juan CarlosMadrid, Spain
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62
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Laprairie RB, Kulkarni PM, Deschamps JR, Kelly MEM, Janero DR, Cascio MG, Stevenson LA, Pertwee RG, Kenakin TP, Denovan-Wright EM, Thakur GA. Enantiospecific Allosteric Modulation of Cannabinoid 1 Receptor. ACS Chem Neurosci 2017; 8:1188-1203. [PMID: 28103441 DOI: 10.1021/acschemneuro.6b00310] [Citation(s) in RCA: 78] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
The cannabinoid 1 receptor (CB1R) is one of the most widely expressed metabotropic G protein-coupled receptors in brain, and its participation in various (patho)physiological processes has made CB1R activation a viable therapeutic modality. Adverse psychotropic effects limit the clinical utility of CB1R orthosteric agonists and have promoted the search for CB1R positive allosteric modulators (PAMs) with the promise of improved drug-like pharmacology and enhanced safety over typical CB1R agonists. In this study, we describe the synthesis and in vitro and ex vivo pharmacology of the novel allosteric CB1R modulator GAT211 (racemic) and its resolved enantiomers, GAT228 (R) and GAT229 (S). GAT211 engages CB1R allosteric site(s), enhances the binding of the orthosteric full agonist [3H]CP55,490, and reduces the binding of the orthosteric antagonist/inverse agonist [3H]SR141716A. GAT211 displayed both PAM and agonist activity in HEK293A and Neuro2a cells expressing human recombinant CB1R (hCB1R) and in mouse-brain membranes rich in native CB1R. GAT211 also exhibited a strong PAM effect in isolated vas deferens endogenously expressing CB1R. Each resolved and crystallized GAT211 enantiomer showed a markedly distinctive pharmacology as a CB1R allosteric modulator. In all biological systems examined, GAT211's allosteric agonist activity resided with the R-(+)-enantiomer (GAT228), whereas its PAM activity resided with the S-(-)-enantiomer (GAT229), which lacked intrinsic activity. These results constitute the first demonstration of enantiomer-selective CB1R positive allosteric modulation and set a precedent whereby enantiomeric resolution can decisively define the molecular pharmacology of a CB1R allosteric ligand.
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Affiliation(s)
| | - Pushkar M. Kulkarni
- Department
of Pharmaceutical Sciences, School of Pharmacy, Bouvé College
of Health Sciences, Northeastern University, Boston, Massachusetts 02115, United States
| | - Jeffrey R. Deschamps
- Naval Research Laboratory, Code 6930, 4555 Overlook Avenue, Washington, D.C. 20375, United States
| | | | - David R. Janero
- Center
for Drug Discovery; Department of Pharmaceutical Sciences, School
of Pharmacy, Bouvé College of Health Sciences, Department of Chemistry and Chemical Biology, College of Science, and Health Sciences Entrepreneurs; Northeastern University, Boston, Massachusetts 02115, United States
| | - Maria G. Cascio
- School
of Medicine, Medical Sciences and Nutrition, Institute of Medical
Sciences, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, U.K
| | - Lesley A. Stevenson
- School
of Medicine, Medical Sciences and Nutrition, Institute of Medical
Sciences, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, U.K
| | - Roger G. Pertwee
- School
of Medicine, Medical Sciences and Nutrition, Institute of Medical
Sciences, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, U.K
| | - Terrence P. Kenakin
- Department
of Pharmacology, University of North Carolina School of Medicine, Chapel
Hill, North Carolina 27599, United States
| | | | - Ganesh A. Thakur
- Department
of Pharmaceutical Sciences, School of Pharmacy, Bouvé College
of Health Sciences, Northeastern University, Boston, Massachusetts 02115, United States
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Molecular Targets of the Phytocannabinoids: A Complex Picture. PROGRESS IN THE CHEMISTRY OF ORGANIC NATURAL PRODUCTS 2017; 103:103-131. [PMID: 28120232 DOI: 10.1007/978-3-319-45541-9_4] [Citation(s) in RCA: 212] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
For centuries, hashish and marihuana, both derived from the Indian hemp Cannabis sativa L., have been used for their medicinal, as well as, their psychotropic effects. These effects are associated with the phytocannabinoids which are oxygen containing C21 aromatic hydrocarbons found in Cannabis sativa L. To date, over 120 phytocannabinoids have been isolated from Cannabis. For many years, it was assumed that the beneficial effects of the phytocannabinoids were mediated by the cannabinoid receptors, CB1 and CB2. However, today we know that the picture is much more complex, with the same phytocannabinoid acting at multiple targets. This contribution focuses on the molecular pharmacology of the phytocannabinoids, including Δ9-THC and CBD, from the prospective of the targets at which these important compounds act.
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64
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Weiss SRB, Howlett KD, Baler RD. Building smart cannabis policy from the science up. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2017; 42:39-49. [PMID: 28189459 PMCID: PMC5404989 DOI: 10.1016/j.drugpo.2017.01.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2016] [Revised: 12/21/2016] [Accepted: 01/09/2017] [Indexed: 12/12/2022]
Abstract
Social attitudes and cultural norms around the issue of substance abuse are shifting rapidly around the world, leading to complex and unpredictable consequences. On the positive side, efforts to more intensely disseminate the scientific evidence for the many connections between chronic substance use and the emergence of measurable and discrete brain dysfunctions, has ushered in an evolving climate of acceptance and a new era of improved access to more effective interventions, at least in the United States. On the negative side, there has been a steady erosion in the public perception of the harms associated with the use of popular drugs, especially cannabis. This worrisome trend has sprouted at the convergence of several forces that have combined, more or less fortuitously, to effectively change long-standing policies away from prohibition and toward decriminalization or legalization. These forces include the outsized popularity of the cannabis plant among recreational users, the unflagging campaign by corporate lobbyists and patient advocates to mainstream its medicinal use, and the honest realization in some quarters of the deleterious impact of the drug war and its draconian cannabis laws, in particular, on society's most vulnerable populations. Updating drug policies is a desirable goal, and significant changes may indeed be warranted. However, there is a real concern when policy changes are hurriedly implemented without the required input from the medical, scientific, or policy research communities. Regardless of how well intentioned, such initiatives are bound to magnify the potential for unintended adverse consequences in the form of far ranging health and social costs. To minimize this risk, science must be front and center in this important policy debate. Here, we review the state of the science on cannabis and cannabinoid health effects, both adverse and therapeutic. We focus on the prevalence of use in different populations, the mechanisms by which cannabis exerts its effects (i.e., via the endocannabinoid system), and the double-edged potential of this system to inspire new medications, on one hand, and to cause short and long term harmful effects on the other. By providing knowledge of cannabis' broad ranging effects, we hope to enable better decision making regarding cannabis legislation and policy implementation.
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Affiliation(s)
- Susan R B Weiss
- National Institute on Drug Abuse, National Institutes of Health, United States.
| | - Katia D Howlett
- National Institute on Drug Abuse, National Institutes of Health, United States
| | - Ruben D Baler
- National Institute on Drug Abuse, National Institutes of Health, United States
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Hernandez-Folgado L, Stevenson LA, Morales P, Gómez-Cañas M, Pazos MR, Cascio MG, Jagerovic N, Elguero J, Pertwee R, Goya P. Exploring the Benzimidazole Ring as a Substitution for Indole in Cannabinoid Allosteric Modulators. Cannabis Cannabinoid Res 2016. [DOI: 10.1089/can.2016.0003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
| | - Lesley A. Stevenson
- Institute of Medical Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | | | - María Gómez-Cañas
- Departamento de Bioquímica y Biología Molecular, Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
- Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - María Ruth Pazos
- Departamento de Bioquímica y Biología Molecular, Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
- Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Maria Grazia Cascio
- Institute of Medical Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | | | - José Elguero
- Instituto de Química Médica, CSIC, Madrid, Spain
| | - Roger Pertwee
- Institute of Medical Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Pilar Goya
- Instituto de Química Médica, CSIC, Madrid, Spain
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Navarro G, Morales P, Rodríguez-Cueto C, Fernández-Ruiz J, Jagerovic N, Franco R. Targeting Cannabinoid CB2 Receptors in the Central Nervous System. Medicinal Chemistry Approaches with Focus on Neurodegenerative Disorders. Front Neurosci 2016; 10:406. [PMID: 27679556 PMCID: PMC5020102 DOI: 10.3389/fnins.2016.00406] [Citation(s) in RCA: 90] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 08/22/2016] [Indexed: 12/04/2022] Open
Abstract
Endocannabinoids activate two types of specific G-protein-coupled receptors (GPCRs), namely cannabinoid CB1 and CB2. Contrary to the psychotropic actions of agonists of CB1 receptors, and serious side effects of the selective antagonists of this receptor, drugs acting on CB2 receptors appear as promising drugs to combat CNS diseases (Parkinson's disease, Huntington's chorea, cerebellar ataxia, amyotrohic lateral sclerosis). Differential localization of CB2 receptors in neural cell types and upregulation in neuroinflammation are keys to understand the therapeutic potential in inter alia diseases that imply progressive neurodegeneration. Medicinal chemistry approaches are now engaged to develop imaging tools to map receptors in the living human brain, to develop more efficacious agonists, and to investigate the possibility to develop allosteric modulators.
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Affiliation(s)
- Gemma Navarro
- Department of Biochemistry and Molecular Biomedicine, University of BarcelonaBarcelona, Spain; Centro de Investigación en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos IIIMadrid, Spain; Cell and Molecular Neuropharmacology, Institut de Biomedicina (IBUB), Universitat de BarcelonaBarcelona, Spain
| | - Paula Morales
- Instituto de Química Médica, Consejo Superior de Investigaciones CientíficasMadrid, Spain; Center for Drug Discovery, University of North Carolina at GreensboroGreensboro, NC, USA
| | - Carmen Rodríguez-Cueto
- Centro de Investigación en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos IIIMadrid, Spain; Departamento de Bioquímica, Facultad de Medicina, Instituto Universitario de Investigación en Neuroquímica, Universidad ComplutenseMadrid, Spain; Instituto Ramón y Cajal de Investigación SanitariaMadrid, Spain
| | - Javier Fernández-Ruiz
- Centro de Investigación en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos IIIMadrid, Spain; Departamento de Bioquímica, Facultad de Medicina, Instituto Universitario de Investigación en Neuroquímica, Universidad ComplutenseMadrid, Spain; Instituto Ramón y Cajal de Investigación SanitariaMadrid, Spain
| | - Nadine Jagerovic
- Instituto de Química Médica, Consejo Superior de Investigaciones Científicas Madrid, Spain
| | - Rafael Franco
- Department of Biochemistry and Molecular Biomedicine, University of BarcelonaBarcelona, Spain; Centro de Investigación en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos IIIMadrid, Spain; Cell and Molecular Neuropharmacology, Institut de Biomedicina (IBUB), Universitat de BarcelonaBarcelona, Spain
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Morales P, Hernandez-Folgado L, Goya P, Jagerovic N. Cannabinoid receptor 2 (CB2) agonists and antagonists: a patent update. Expert Opin Ther Pat 2016; 26:843-56. [PMID: 27215781 DOI: 10.1080/13543776.2016.1193157] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Modulation of the CB2 receptor is an interesting approach for pain and inflammation, arthritis, addictions, neuroprotection, and cancer, among other possible therapeutic applications, and is devoid of central side effects. AREAS COVERED This review highlights the novel scaffolds for CB2 ligands and the diverse therapeutic applications for CB2 modulators disclosed in patents published since 2012. EXPERT OPINION Structural diversity of CB2 modulator scaffolds characterized the patent literature. Several CB2 agonists reached clinical Phase II for pain management and inflammation. Other therapeutic applications need to be explored such as neuroprotection and/or neurodegeneration.
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Affiliation(s)
- Paula Morales
- a Instituto de Química Médica , Consejo Superior de Investigaciones Científicas , Madrid , Spain
| | - Laura Hernandez-Folgado
- a Instituto de Química Médica , Consejo Superior de Investigaciones Científicas , Madrid , Spain
| | - Pilar Goya
- a Instituto de Química Médica , Consejo Superior de Investigaciones Científicas , Madrid , Spain
| | - Nadine Jagerovic
- a Instituto de Química Médica , Consejo Superior de Investigaciones Científicas , Madrid , Spain
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Abstract
The endocannabinoid system (ECS) is abundantly expressed in the brain. This system regulates a plethora of physiological functions and is composed of cannabinoid receptors, their endogenous ligands (endocannabinoids), and the enzymes involved in the metabolism of endocannabinoids. In this review, we highlight the new advances in cannabinoid signaling, focusing on a key component of the ECS, the type-1 cannabinoid receptor (CB
1). In recent years, the development of new imaging and molecular tools has demonstrated that this receptor can be distributed in many cell types (e.g., neuronal or glial cells) and intracellular compartments (e.g., mitochondria). Interestingly, cellular and molecular effects are differentially mediated by CB
1 receptors according to their specific localization (e.g., glutamatergic or GABAergic neurons). Moreover, this receptor is expressed in the periphery, where it can modulate periphery-brain connections. Finally, the better understanding of the CB
1 receptor structure led researchers to propose interesting and new allosteric modulators. Thus, the advances and the new directions of the CB
1 receptor field will provide new insights and better approaches to profit from its interesting therapeutic profile.
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Affiliation(s)
- Arnau Busquets Garcia
- Endocannabinoids and Neuroadaptation, INSERM U1215 NeuroCentre Magendie, Bordeaux, 33077, France; University of Bordeaux, Bordeaux, France
| | - Edgar Soria-Gomez
- Endocannabinoids and Neuroadaptation, INSERM U1215 NeuroCentre Magendie, Bordeaux, 33077, France; University of Bordeaux, Bordeaux, France
| | - Luigi Bellocchio
- Endocannabinoids and Neuroadaptation, INSERM U1215 NeuroCentre Magendie, Bordeaux, 33077, France; University of Bordeaux, Bordeaux, France
| | - Giovanni Marsicano
- Endocannabinoids and Neuroadaptation, INSERM U1215 NeuroCentre Magendie, Bordeaux, 33077, France; University of Bordeaux, Bordeaux, France
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