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Placzek MS. Imaging Kappa Opioid Receptors in the Living Brain with Positron Emission Tomography. Handb Exp Pharmacol 2021; 271:547-577. [PMID: 34363128 DOI: 10.1007/164_2021_498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Kappa opioid receptor (KOR) neuroimaging using positron emission tomography (PET) has been immensely successful in all phases of discovery and validation in relation to radiotracer development from preclinical imaging to human imaging. There are now several KOR-specific PET radiotracers that can be utilized for neuroimaging, including agonist and antagonist ligands, as well as C-11 and F-18 variants. These technologies will increase KOR PET utilization by imaging centers around the world and have provided a foundation for future studies. In this chapter, I review the advances in KOR radiotracer discovery, focusing on ligands that have been translated into human imaging, and highlight key attributes unique to each KOR PET radiotracer. The utilization of these radiotracers in KOR PET neuroimaging can be subdivided into three major investigational classes: the first, measurement of KOR density; the second, measurement of KOR drug occupancy; the third, detecting changes in endogenous dynorphin following activation or deactivation. Given the involvement of the KOR/dynorphin system in a number of brain disorders including, but not limited to, pain, itch, mood disorders and addiction, measuring KOR density in the living brain will offer insight into the chronic effects of these disorders on KOR tone in humans. Notably, KOR PET has been successful at measuring drug occupancy in the human brain to guide dose selection for maximal therapeutic efficacy while avoiding harmful side effects. Lastly, we discuss the potential of KOR PET to detect changes in endogenous dynorphin in the human brain, to elucidate neural mechanisms and offer critical insight into disease-modifying therapeutics. We conclude with comments on other translational neuroimaging modalities such as MRI that could be used to study KOR-dynorphin tone in the living human brain.
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Affiliation(s)
- Michael S Placzek
- Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA. .,Department of Radiology, Harvard Medical School, Boston, MA, USA.
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Tangherlini G, Börgel F, Schepmann D, Slocum S, Che T, Wagner S, Schwegmann K, Hermann S, Mykicki N, Loser K, Wünsch B. Synthesis and Pharmacological Evaluation of Fluorinated Quinoxaline-Based κ-Opioid Receptor (KOR) Agonists Designed for PET Studies. ChemMedChem 2020; 15:1834-1853. [PMID: 33448685 PMCID: PMC7589326 DOI: 10.1002/cmdc.202000502] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Indexed: 12/19/2022]
Abstract
κ-Opioid receptors (KORs) play a predominant role in pain alleviation, itching skin diseases, depression and neurodegenerative disorders such as multiple sclerosis. Therefore, imaging of KOR by a fluorinated PET tracer was envisaged. Two strategies were followed to introduce a F atom into the very potent class of cis,trans-configured perhydroquinoxalines. Whereas the synthesis of fluoroethyltriazole 2 has already been reported, fluoropyrrolidines 14 (1-[2-(3,4-dichlorophenyl)acetyl]-8-[(R)-3-fluoropyrrolidin-1-yl]-perhydroquinoxalines) were prepared by SN2 substitution of a cyclic sulfuric acid derivative with hydroxypyrrolidine and subsequent transformation of the OH moiety into a F substituent. Fluoropyrrolidines 14 showed similar low-nanomolar KOR affinity and selectivity to the corresponding pyrrolidines, but the corresponding alcohols were slightly less active. In the cAMP and β-arrestin assay, 14b (proton at the 4-position) exhibited similar KOR agonistic activity as U-50,488. The fluoro derivatives 14b and 14c (CO2CH3 at the 4-position) revealed KOR-mediated anti-inflammatory activity as CD11c and the IFN-γ production were reduced significantly in mouse and human dendritic cells. Compounds 14b and 14-c also displayed anti-inflammatory and immunomodulatory activity in mouse and human T cells. The PET tracer [18F]-2 was prepared by 1,3-dipolar cycloaddition. In vivo, [18F]-2 did not label KOR due to very fast elimination kinetics. Nucleophilic substitution of a mesylate precursor provided [18F]-14c. Unfortunately, defluorination of [18F]-14c occurred in vivo, which was analyzed in detail by in vitro studies.
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Affiliation(s)
- Giovanni Tangherlini
- Institut für Pharmazeutische und Medizinische ChemieUniversität MünsterCorrensstraße 4848149MünsterGermany
- Cells-in-Motion Cluster of Excellence (EXC 1003-CiM)Westfälische Wilhelms-Universität Münster48149MünsterGermany
| | - Frederik Börgel
- Institut für Pharmazeutische und Medizinische ChemieUniversität MünsterCorrensstraße 4848149MünsterGermany
| | - Dirk Schepmann
- Institut für Pharmazeutische und Medizinische ChemieUniversität MünsterCorrensstraße 4848149MünsterGermany
| | - Samuel Slocum
- Department of PharmacologyUniversity of North Carolina at Chapel Hill School of MedicineChapel HillNC 27599USA
| | - Tao Che
- Department of AnesthesiologyWashington University School of Medicine660 S. Euclid Ave.St. LouisMO 63110USA
| | - Stefan Wagner
- Department of Nuclear MedicineUniversity Hospital MünsterAlbert-Schweitzer-Campus 1, Building A148149MünsterGermany
| | - Katrin Schwegmann
- European Institute for Molecular Imaging (EIMI)University of MünsterWaldeyerstraße 1548149MünsterGermany
| | - Sven Hermann
- European Institute for Molecular Imaging (EIMI)University of MünsterWaldeyerstraße 1548149MünsterGermany
| | - Nadine Mykicki
- Department of DermatologyUniversity of Münstervon-Esmarch-Str. 5848149MünsterGermany
| | - Karin Loser
- Cells-in-Motion Cluster of Excellence (EXC 1003-CiM)Westfälische Wilhelms-Universität Münster48149MünsterGermany
- Department of DermatologyUniversity of Münstervon-Esmarch-Str. 5848149MünsterGermany
- CRC1009 Breaking Barriers and CRC-TR 128 Multiple SclerosisUniversity of Münstervon-Esmarch-Str. 5848149MünsterGermany
| | - Bernhard Wünsch
- Institut für Pharmazeutische und Medizinische ChemieUniversität MünsterCorrensstraße 4848149MünsterGermany
- Cells-in-Motion Cluster of Excellence (EXC 1003-CiM)Westfälische Wilhelms-Universität Münster48149MünsterGermany
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3
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A Survey of Molecular Imaging of Opioid Receptors. Molecules 2019; 24:molecules24224190. [PMID: 31752279 PMCID: PMC6891617 DOI: 10.3390/molecules24224190] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 11/11/2019] [Accepted: 11/13/2019] [Indexed: 01/09/2023] Open
Abstract
The discovery of endogenous peptide ligands for morphine binding sites occurred in parallel with the identification of three subclasses of opioid receptor (OR), traditionally designated as μ, δ, and κ, along with the more recently defined opioid-receptor-like (ORL1) receptor. Early efforts in opioid receptor radiochemistry focused on the structure of the prototype agonist ligand, morphine, although N-[methyl-11C]morphine, -codeine and -heroin did not show significant binding in vivo. [11C]Diprenorphine ([11C]DPN), an orvinol type, non-selective OR antagonist ligand, was among the first successful PET tracers for molecular brain imaging, but has been largely supplanted in research studies by the μ-preferring agonist [11C]carfentanil ([11C]Caf). These two tracers have the property of being displaceable by endogenous opioid peptides in living brain, thus potentially serving in a competition-binding model. Indeed, many clinical PET studies with [11C]DPN or [11C]Caf affirm the release of endogenous opioids in response to painful stimuli. Numerous other PET studies implicate μ-OR signaling in aspects of human personality and vulnerability to drug dependence, but there have been very few clinical PET studies of μORs in neurological disorders. Tracers based on naltrindole, a non-peptide antagonist of the δ-preferring endogenous opioid enkephalin, have been used in PET studies of δORs, and [11C]GR103545 is validated for studies of κORs. Structures such as [11C]NOP-1A show selective binding at ORL-1 receptors in living brain. However, there is scant documentation of δ-, κ-, or ORL1 receptors in healthy human brain or in neurological and psychiatric disorders; here, clinical PET research must catch up with recent progress in radiopharmaceutical chemistry.
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Martinez D, Slifstein M, Matuskey D, Nabulsi N, Zheng MQ, Lin SF, Ropchan J, Urban N, Grassetti A, Chang D, Salling M, Foltin R, Carson RE, Huang Y. Kappa-opioid receptors, dynorphin, and cocaine addiction: a positron emission tomography study. Neuropsychopharmacology 2019; 44:1720-1727. [PMID: 31026862 PMCID: PMC6785004 DOI: 10.1038/s41386-019-0398-4] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Revised: 03/28/2019] [Accepted: 04/16/2019] [Indexed: 01/08/2023]
Abstract
Animal studies indicate that the kappa-opioid receptor/dynorphin system plays an important role in cocaine binges and stress-induced relapse. Our goal was to investigate changes in kappa-opioid receptor (KOR) availability in the human brain using positron emission tomography (PET), before and after a cocaine binge. We also investigated the correlation between KOR and stress-induced cocaine self-administration. PET imaging was performed with the KOR selective agonist [11C]GR103545. Subjects with cocaine-use disorder (CUD) underwent PET scans and performed two types of cocaine self-administration sessions in the laboratory as follows: (1) choice sessions following a cold pressor test, to induce stress, and (2) binge dosing of cocaine. This allowed us investigate the following: (1) the association between KOR binding and a laboratory model of stress-induced relapse and (2) the change in KOR binding following a 3-day cocaine binge, which is thought to represent a change in endogenous dynorphin. A group of matched healthy controls was included to investigate between group differences in KOR availability. A significant association between [11C]GR103545 binding and cocaine self-administration was seen: greater KOR availability was associated with more choices for cocaine. In addition, the 3-day cocaine binge significantly reduced [11C]GR103545 binding by 18% in the striatum and 14% across brain regions. No difference in [11C]GR103545 binding was found between the CUD subjects and matched controls. In the context of previous studies, these findings add to the growing evidence that pharmacotherapies targeting the KOR have the potential to significantly impact treatment development for cocaine-use disorder.
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Affiliation(s)
- Diana Martinez
- Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA.
| | - Mark Slifstein
- Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - David Matuskey
- Yale PET Center, Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Nabeel Nabulsi
- Yale PET Center, Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Ming-Qiang Zheng
- Yale PET Center, Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Shu-Fei Lin
- Yale PET Center, Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Jim Ropchan
- Yale PET Center, Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Nina Urban
- Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - Alexander Grassetti
- Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - Dinnisa Chang
- Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - Michael Salling
- Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - Richard Foltin
- Department of Psychiatry, Columbia University Irving Medical Center and the New York State Psychiatric Institute, New York, NY, USA
| | - Richard E Carson
- Yale PET Center, Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Yiyun Huang
- Yale PET Center, Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
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Li S, Zheng MQ, Naganawa M, Gao H, Pracitto R, Shirali A, Lin SF, Teng JK, Ropchan J, Huang Y. Novel Kappa Opioid Receptor Agonist as Improved PET Radiotracer: Development and in Vivo Evaluation. Mol Pharm 2019; 16:1523-1531. [PMID: 30726092 DOI: 10.1021/acs.molpharmaceut.8b01209] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The kappa opioid receptor (KOR) is involved in depression, alcoholism, and drug abuse. The current agonist radiotracer 11C-GR103545 is not ideal for imaging KOR due to its slow tissue kinetics in human. The aim of our project was to develop novel KOR agonist radiotracers with improved imaging properties. A novel compound FEKAP ((( R))-4-(2-(3,4-dichlorophenyl)acetyl)-3-((ethyl(2-fluoroethyl)amino)methyl) piperazine-1-carboxylate) was designed, synthesized, and assayed for in vitro binding affinities. It was then radiolabeled and evaluated in rhesus monkeys. Baseline and blocking scans were conducted on a Focus-220 scanner to assess binding specificity and selectivity. Metabolite-corrected arterial activities over time were measured and used as input functions to analyze the brain regional time-activity curves and derive kinetic and binding parameters with kinetic modeling. FEKAP displayed high KOR binding affinity ( Ki = 0.43 nM) and selectivity (17-fold over mu opioid receptor and 323-fold over delta opioid receptor) in vitro. 11C-FEKAP was prepared in high molar activity (mean of 718 GBq/μmol, n = 19) and >99% radiochemical purity. In monkeys, 11C-FEKAP metabolized fairly fast, with ∼31% of intact parent fraction at 30 min post-injection. In the brain, it exhibited fast and reversible kinetics with good uptake. Pretreatment with the nonselective opioid receptor antagonist naloxone (1 mg/kg) decreased uptake in high binding regions to the level in the cerebellum, and the selective KOR antagonist LY2456302 (0.02 and 0.1 mg/kg) reduced 11C-FEKAP specific binding in a dose-dependent manner. As a measure of specific binding signals, the mean binding potential ( BPND) values of 11C-FEKAP derived from the multilinear analysis-1 (MA1) method were greater than 0.5 for all regions, except for the thalamus. The novel KOR agonist tracer 11C-FEKAP demonstrated binding specificity and selectivity in vivo and exhibited attractive properties of fast tissue kinetics and high specific binding.
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Affiliation(s)
- Songye Li
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Ming-Qiang Zheng
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Mika Naganawa
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Hong Gao
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Richard Pracitto
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Anupama Shirali
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Shu-Fei Lin
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Jo-Ku Teng
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Jim Ropchan
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
| | - Yiyun Huang
- PET Center, Department of Radiology and Biomedical Imaging , Yale University School of Medicine , New Haven , Connecticut 06520 , United States
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Li S, Zheng MQ, Naganawa M, Kim S, Gao H, Kapinos M, Labaree D, Huang Y. Development and In Vivo Evaluation of a κ-Opioid Receptor Agonist as a PET Radiotracer with Superior Imaging Characteristics. J Nucl Med 2019; 60:1023-1030. [PMID: 30630942 DOI: 10.2967/jnumed.118.220517] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 12/06/2018] [Indexed: 11/16/2022] Open
Abstract
Studies have shown κ-opioid receptor (KOR) abnormalities in addictive disorders, other central nervous system diseases, and Alzheimer's disease. We have developed the first set of agonist 11C-GR103545 and antagonist 11C-LY2795050 radiotracers for PET imaging of KOR in humans. Nonetheless, 11C-GR103545 displays protracted uptake kinetics and is not an optimal radiotracer. Here, we report the development and evaluation of 11C-methyl-(R)-4-(2-(3,4-dichlorophenyl)acetyl)-3-((diethylamino)methyl)piperazine-1-carboxylate (11C-EKAP) and its comparison with 11C-GR103545. Methods: EKAP was synthesized and assayed for in vitro binding affinities and then radiolabeled. PET studies were performed on rhesus monkeys. Blocking studies were performed with naloxone and the selective KOR antagonists LY2795050 and LY2456302. Arterial input functions were generated for use in kinetic modeling. Brain TACs were analyzed with multilinear analysis 1 to derive binding parameters. Results: EKAP has high KOR affinity (inhibition constant, 0.28 nM) and good selectivity in vitro. 11C-EKAP was prepared in good radiochemical purity. 11C-EKAP rapidly metabolized in plasma and displayed fast and reversible kinetics in brain, with peak uptake at less than 20 min after injection. Preblocking with naloxone (1 mg/kg) or LY2795050 (0.2 mg/kg) produced 84%-89% receptor occupancy, whereas LY2456302 (0.05 and 0.3 mg/kg) dose-dependently reduced 11C-EKAP-specific binding, thus demonstrating its binding specificity and selectivity in vivo. Mean multilinear analysis 1-derived nondisplaceable binding potential values were 1.74, 1.79, 1.46, 0.80, and 0.77 for cingulate cortex, globus pallidus, insula, striatum, and frontal cortex, respectively, consistent with the known KOR distribution in primate brains. Conclusion: We have successfully developed 11C-EKAP as a KOR agonist tracer with dual attractive imaging properties of fast uptake kinetics and high specific binding in vivo.
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Affiliation(s)
- Songye Li
- PET Center, Yale University School of Medicine, New Haven, Connecticut
| | - Ming-Qiang Zheng
- PET Center, Yale University School of Medicine, New Haven, Connecticut
| | - Mika Naganawa
- PET Center, Yale University School of Medicine, New Haven, Connecticut
| | - Sujin Kim
- PET Center, Yale University School of Medicine, New Haven, Connecticut
| | - Hong Gao
- PET Center, Yale University School of Medicine, New Haven, Connecticut
| | - Michael Kapinos
- PET Center, Yale University School of Medicine, New Haven, Connecticut
| | - David Labaree
- PET Center, Yale University School of Medicine, New Haven, Connecticut
| | - Yiyun Huang
- PET Center, Yale University School of Medicine, New Haven, Connecticut
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Miller JM, Zanderigo F, Purushothaman PD, DeLorenzo C, Rubin-Falcone H, Ogden RT, Keilp J, Oquendo MA, Nabulsi N, Huang YH, Parsey RV, Carson RE, Mann JJ. Kappa opioid receptor binding in major depression: A pilot study. Synapse 2018; 72:e22042. [PMID: 29935119 PMCID: PMC7599086 DOI: 10.1002/syn.22042] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 05/31/2018] [Accepted: 06/10/2018] [Indexed: 12/19/2022]
Abstract
Endogenous kappa opioids mediate pathological responses to stress in animal models. However, the relationship of the kappa opioid receptor (KOR) to life stress and to psychopathology in humans is not well described. This pilot study sought, for the first time, to quantify KOR in major depressive disorder (MDD) in vivo in humans using positron emission tomography (PET). KOR binding was quantified in vivo by PET imaging with the [11 C]GR103545 radiotracer in 13 healthy volunteers and 10 participants with current MDD. We examined the relationship between regional [11 C]GR103545 total volume of distribution (VT ) and diagnosis, childhood trauma, recent life stress, and, in a subsample, salivary cortisol levels during a modified Trier Social Stress Test (mTSST), amygdala, hippocampus, ventral striatum and raphe nuclei. Whole-brain voxel-wise analyses were also performed. [11 C]GR103545 VT did not differ significantly between MDD participants and healthy volunteers in the four a priori ROIs (p = 0.50). [11 C]GR103545 VT was unrelated to reported childhood adversity (p = 0.17) or recent life stress (p = 0.56). A trend-level inverse correlation was observed between [11 C]GR103545 VT and cortisol area-under-the curve with respect to ground during the mTSST (p = 0.081). No whole-brain voxel-wise contrasts were significant. Regional [11 C]GR103545 VT , a measure of in vivo KOR binding, does not differentiate MDD from healthy volunteers in this pilot sample. Future studies may examine KOR binding in subgroups of depressed individuals at increased risk for KOR abnormalities, including co-occurring mood and substance use disorders, as well as depression with psychotic features.
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Affiliation(s)
- Jeffrey M. Miller
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY
- Department of Psychiatry, Columbia University, New York, NY
| | - Francesca Zanderigo
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY
- Department of Psychiatry, Columbia University, New York, NY
| | | | - Christine DeLorenzo
- Department of Psychiatry and Behavioral Science, Stony Brook University School of Medicine
| | - Harry Rubin-Falcone
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY
- Department of Psychiatry, Columbia University, New York, NY
| | - R. Todd Ogden
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY
| | - John Keilp
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY
- Department of Psychiatry, Columbia University, New York, NY
| | - Maria A. Oquendo
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania
| | - Nabeel Nabulsi
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine
| | - Yiyun H. Huang
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine
| | - Ramin V. Parsey
- Department of Psychiatry and Behavioral Science, Stony Brook University School of Medicine
| | - Richard E. Carson
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine
| | - J. John Mann
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY
- Department of Psychiatry, Columbia University, New York, NY
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8
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Quantitative PET Imaging in Drug Development: Estimation of Target Occupancy. Bull Math Biol 2017; 81:3508-3541. [PMID: 29230702 DOI: 10.1007/s11538-017-0374-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 11/27/2017] [Indexed: 01/13/2023]
Abstract
Positron emission tomography, an imaging tool using radiolabeled tracers in humans and preclinical species, has been widely used in recent years in drug development, particularly in the central nervous system. One important goal of PET in drug development is assessing the occupancy of various molecular targets (e.g., receptors, transporters, enzymes) by exogenous drugs. The current linear mathematical approaches used to determine occupancy using PET imaging experiments are presented. These algorithms use results from multiple regions with different target content in two scans, a baseline (pre-drug) scan and a post-drug scan. New mathematical estimation approaches to determine target occupancy, using maximum likelihood, are presented. A major challenge in these methods is the proper definition of the covariance matrix of the regional binding measures, accounting for different variance of the individual regional measures and their nonzero covariance, factors that have been ignored by conventional methods. The novel methods are compared to standard methods using simulation and real human occupancy data. The simulation data showed the expected reduction in variance and bias using the proper maximum likelihood methods, when the assumptions of the estimation method matched those in simulation. Between-method differences for data from human occupancy studies were less obvious, in part due to small dataset sizes. These maximum likelihood methods form the basis for development of improved PET covariance models, in order to minimize bias and variance in PET occupancy studies.
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9
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Li S, Cai Z, Zheng MQ, Holden D, Naganawa M, Lin SF, Ropchan J, Labaree D, Kapinos M, Lara-Jaime T, Navarro A, Huang Y. Novel 18F-Labeled κ-Opioid Receptor Antagonist as PET Radiotracer: Synthesis and In Vivo Evaluation of 18F-LY2459989 in Nonhuman Primates. J Nucl Med 2017; 59:140-146. [PMID: 28747521 DOI: 10.2967/jnumed.117.195586] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Accepted: 06/28/2017] [Indexed: 01/02/2023] Open
Abstract
The κ-opioid receptor (KOR) has been implicated in depression, addictions, and other central nervous system disorders and, thus, is an important target for drug development. We previously developed several 11C-labeled PET radiotracers for KOR imaging in humans. Here we report the synthesis and evaluation of 18F-LY2459989 as the first 18F-labeled KOR antagonist radiotracer in nonhuman primates and its comparison with 11C-LY2459989. Methods: The novel radioligand 18F-LY2459989 was synthesized by 18F displacement of a nitro group or an iodonium ylide. PET scans in rhesus monkeys were obtained on a small-animal scanner to assess the pharmacokinetic and in vivo binding properties of the ligand. Metabolite-corrected arterial activity curves were measured and used as input functions in the analysis of brain time-activity curves and the calculation of binding parameters. Results: With the iodonium ylide precursor, 18F-LY2459989 was prepared at high radiochemical yield (36% ± 7% [mean ± SD]), radiochemical purity (>99%), and mean molar activity (1,175 GBq/μmol; n = 6). In monkeys, 18F-LY2459989 was metabolized at a moderate rate, with a parent fraction of approximately 35% at 30 min after injection. Fast and reversible kinetics were observed, with a regional peak uptake time of less than 20 min. Pretreatment with the selective KOR antagonist LY2456302 (0.1 mg/kg) decreased the activity level in regions with high levels of binding to that in the cerebellum, thus demonstrating the binding specificity and selectivity of 18F-LY2459989 in vivo. Regional time-activity curves were well fitted by the multilinear analysis 1 kinetic model to derive reliable estimates of regional distribution volumes. With the cerebellum as the reference region, regional binding potentials were calculated and ranked as follows: cingulate cortex > insula > caudate/putamen > frontal cortex > temporal cortex > thalamus, consistent with the reported KOR distribution in the monkey brain. Conclusion: The evaluation of 18F-LY2459989 in nonhuman primates demonstrated many attractive imaging properties: fast tissue kinetics, specific and selective binding to the KOR, and high specific binding signals. A side-by-side comparison of 18F-LY2459989 and 11C-LY2459989 indicated similar kinetic and binding profiles for the 2 radiotracers. Taken together, the results indicated that 18F-LY2459989 appears to be an excellent PET radiotracer for the imaging and quantification of the KOR in vivo.
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Affiliation(s)
- Songye Li
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - Zhengxin Cai
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - Ming-Qiang Zheng
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - Daniel Holden
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - Mika Naganawa
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - Shu-Fei Lin
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - Jim Ropchan
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - David Labaree
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - Michael Kapinos
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | - Teresa Lara-Jaime
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
| | | | - Yiyun Huang
- PET Center, Yale University School of Medicine, New Haven, Connecticut; and
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10
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Cai Z, Li S, Pracitto R, Navarro A, Shirali A, Ropchan J, Huang Y. Fluorine-18-Labeled Antagonist for PET Imaging of Kappa Opioid Receptors. ACS Chem Neurosci 2017; 8:12-16. [PMID: 27741398 DOI: 10.1021/acschemneuro.6b00268] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Kappa opioid receptor (KOR) antagonists are potential drug candidates for diseases such as treatment-refractory depression, anxiety, and addictive disorders. PET imaging radiotracers for KOR can be used in occupancy study to facilitate drug development, and to investigate the roles of KOR in health and diseases. We have previously developed two 11C-labeled antagonist radiotracers with high affinity and selectivity toward KOR. What is limiting their wide applications is the short half-life of 11C. Herein, we report the synthesis of a first 18F-labeled KOR antagonist radiotracer and the initial PET imaging study in a nonhuman primate.
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Affiliation(s)
- Zhengxin Cai
- PET
Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut 06520, United States
| | - Songye Li
- PET
Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut 06520, United States
| | - Richard Pracitto
- PET
Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut 06520, United States
| | - Antonio Navarro
- Eli Lilly and Company, Indianapolis, Indiana 46285, United States
| | - Anupama Shirali
- PET
Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut 06520, United States
| | - Jim Ropchan
- PET
Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut 06520, United States
| | - Yiyun Huang
- PET
Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut 06520, United States
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11
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Schmitt S, Delamare J, Tirel O, Fillesoye F, Dhilly M, Perrio C. N-[ 18F]-FluoropropylJDTic for κ-opioid receptor PET imaging: Radiosynthesis, pre-clinical evaluation, and metabolic investigation in comparison with parent JDTic. Nucl Med Biol 2016; 44:50-61. [PMID: 27821345 DOI: 10.1016/j.nucmedbio.2016.09.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Revised: 09/07/2016] [Accepted: 09/17/2016] [Indexed: 02/08/2023]
Abstract
INTRODUCTION To image kappa opioid receptor (KOR) for preclinical studies, N-fluoropropylJDTic 9 derived from the best-established KOR antagonist JDTic, was labeled with fluorine-18. METHODS Radiosynthesis of [18F]9 was achieved according to an automated two-step procedure from [18F]-fluoride. Peripheral and cerebral distributions were determined by ex vivo experiments and by PET imaging in mouse. Radiometabolism studies were performed both in vivo in mice and in vitro in mouse and human liver microsomes. Identification of the major metabolic fragmentations was carried out by UPLC-MS analysis of enzymatic cleavage of non-radioactive ligand 9. Microsomal metabolic degradation of parent JDTic was also achieved for comparison. RESULTS The radiotracer [18F]9 was produced after 140±5min total synthesis time (2.2±0.4% not decay corrected radiochemical yield) with a specific activity of 41-89GBq/μmol (1.1-2.4Ci/μmol). Peripheral and regional brain distributions of [18F]9 were consistent with known KOR locations but no significant specific binding in brain was shown. [18F]9 presented a typical hepatobiliary and renal elimination, and was rapidly metabolized. The in vivo and in vitro radiometabolic profiles of [18F]9 were similar. Piperidine 12 was identified as the major metabolic fragment of the non-radioactive ligand 9. JDTic 7 was found to be much more stable than 9. CONCLUSION Although the newly proposed radioligand [18F]9 was concluded to be not suitable for KOR PET imaging due to the formation of brain penetrating radiometabolites, our findings highlight the metabolic stability of JDTic and may help in the design of novel JDTic derivatives for in vivo applications.
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Affiliation(s)
- Sébastien Schmitt
- Normandie Univ, UNICAEN, CEA, CNRS, UMR6301-ISTCT, LDM-TEP, Cyceron, Boulevard Henri Becquerel, 14000, Caen, France
| | - Jérôme Delamare
- Normandie Univ, UNICAEN, CEA, CNRS, UMR6301-ISTCT, LDM-TEP, Cyceron, Boulevard Henri Becquerel, 14000, Caen, France
| | - Olivier Tirel
- Normandie Univ, UNICAEN, CEA, CNRS, UMR6301-ISTCT, LDM-TEP, Cyceron, Boulevard Henri Becquerel, 14000, Caen, France
| | - Fabien Fillesoye
- Normandie Univ, UNICAEN, CEA, CNRS, UMR6301-ISTCT, LDM-TEP, Cyceron, Boulevard Henri Becquerel, 14000, Caen, France
| | - Martine Dhilly
- Normandie Univ, UNICAEN, CEA, CNRS, UMR6301-ISTCT, LDM-TEP, Cyceron, Boulevard Henri Becquerel, 14000, Caen, France
| | - Cécile Perrio
- Normandie Univ, UNICAEN, CEA, CNRS, UMR6301-ISTCT, LDM-TEP, Cyceron, Boulevard Henri Becquerel, 14000, Caen, France.
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12
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Rotstein BH, Liang SH, Placzek MS, Hooker JM, Gee AD, Dollé F, Wilson AA, Vasdev N. (11)C[double bond, length as m-dash]O bonds made easily for positron emission tomography radiopharmaceuticals. Chem Soc Rev 2016; 45:4708-26. [PMID: 27276357 PMCID: PMC5000859 DOI: 10.1039/c6cs00310a] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The positron-emitting radionuclide carbon-11 ((11)C, t1/2 = 20.3 min) possesses the unique potential for radiolabeling of any biological, naturally occurring, or synthetic organic molecule for in vivo positron emission tomography (PET) imaging. Carbon-11 is most often incorporated into small molecules by methylation of alcohol, thiol, amine or carboxylic acid precursors using [(11)C]methyl iodide or [(11)C]methyl triflate (generated from [(11)C]carbon dioxide or [(11)C]methane). Consequently, small molecules that lack an easily substituted (11)C-methyl group are often considered to have non-obvious strategies for radiolabeling and require a more customized approach. [(11)C]Carbon dioxide itself, [(11)C]carbon monoxide, [(11)C]cyanide, and [(11)C]phosgene represent alternative reactants to enable (11)C-carbonylation. Methodologies developed for preparation of (11)C-carbonyl groups have had a tremendous impact on the development of novel PET tracers and provided key tools for clinical research. (11)C-Carbonyl radiopharmaceuticals based on labeled carboxylic acids, amides, carbamates and ureas now account for a substantial number of important imaging agents that have seen translation to higher species and clinical research of previously inaccessible targets, which is a testament to the creativity, utility and practicality of the underlying radiochemistry.
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Affiliation(s)
| | - Steven H Liang
- Massachusetts General Hospital, Harvard Medical School, Boston, USA.
| | - Michael S Placzek
- Athinoula A. Martinos Center for Biomedical Imaging, MGH, HMS, Charlestown, USA and McLean Hospital, Belmont, USA
| | - Jacob M Hooker
- Athinoula A. Martinos Center for Biomedical Imaging, MGH, HMS, Charlestown, USA
| | | | - Frédéric Dollé
- CEA - Institut d'imagerie biomédicale, Service hospitalier Frédéric Joliot, Université Paris-Saclay, Orsay, France
| | - Alan A Wilson
- Centre for Addiction and Mental Health, Toronto, Canada
| | - Neil Vasdev
- Massachusetts General Hospital, Harvard Medical School, Boston, USA.
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Immediate and Persistent Effects of Salvinorin A on the Kappa Opioid Receptor in Rodents, Monitored In Vivo with PET. Neuropsychopharmacology 2015; 40:2865-72. [PMID: 26058662 PMCID: PMC4864638 DOI: 10.1038/npp.2015.159] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Revised: 05/18/2015] [Accepted: 06/02/2015] [Indexed: 11/08/2022]
Abstract
Monitoring changes in opioid receptor binding with positron emission tomography (PET) could lead to a better understanding of tolerance and addiction because altered opioid receptor dynamics following agonist exposure has been linked to tolerance mechanisms. We have studied changes in kappa opioid receptor (KOR) binding availability in vivo with PET following kappa opioid agonist administration. Male Sprague-Dawley rats (n=31) were anesthetized and treated with the (KOR) agonist salvinorin A (0.01-1.8 mg/kg, i.v.) before administration of the KOR selective radiotracer [(11)C]GR103545. When salvinorin A was administered 1 min prior to injection of the radiotracer, [(11)C]GR103545 binding potential (BPND) was decreased in a dose-dependent manner, indicating receptor binding competition. In addition, the unique pharmacokinetics of salvinorin A (half-life ~8 min in non-human primates) allowed us to study the residual impact on KOR after the drug had eliminated from the brain. Salvinorin A was administered up to 5 h prior to [(11)C]GR103545, and the changes in BPND were compared with baseline, 2.5 h, 1 h, and 1 min pretreatment times. At lower doses (0.18 mg/kg and 0.32 mg/kg) we observed no prolonged effect on KOR binding but at 0.60 mg/kg salvinorin A induced a sustained decrease in KOR binding (BPND decreased by 40-49%) which persisted up to 2.5 h post administration, long after salvinorin A had been eliminated from the brain. These data point towards an agonist-induced adaptive response by KOR, the dynamics of which have not been previously studied in vivo with PET.
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Barth V, Need A. Identifying novel radiotracers for PET imaging of the brain: application of LC-MS/MS to tracer identification. ACS Chem Neurosci 2014; 5:1148-53. [PMID: 24828747 DOI: 10.1021/cn500072r] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Nuclear medicine imaging biomarker applications are limited by the radiotracers available. Radiotracers enable the measurement of target engagement, or occupancy in relation to plasma exposure. These tracers can also be used as pharmacodynamic biomarkers to demonstrate functional consequences of binding a target. More recently, radiotracers have also been used for patient tailoring in Alzheimer's disease seen with amyloid imaging. Radiotracers for the central nervous system (CNS) are challenging to identify, as they require a unique intersection of multiple properties. Recent advances in tangential technologies, along with the use of iterative learning for the purposes of deriving in silico models, have opened up additional opportunities to identify radiotracers. Mass spectral technologies and in silico modeling have made it possible to measure and predict in vivo characteristics of molecules to indicate potential tracer performance. By analyzing these data alongside other measures, it is possible to delineate guidelines to increase the likelihood of selecting compounds that can perform as radiotracers or serve as the best starting point to develop a radiotracer following additional structural modification. The application of mass spectrometry based technologies is an efficient way to evaluate compounds as tracers in vivo, but more importantly enables the testing of potential tracers that have either no label site or complex labeling chemistry which may deter assessment by traditional means; therefore, use of this technology allows for more rapid iterative learning. The ability to differentially distribute toward target rich tissues versus tissue with no/less target present is a unique defining feature of a tracer. By testing nonlabeled compounds in vivo and analyzing tissue levels by LC-MS/MS, rapid assessment of a compound's ability to differentially distribute in a manner consistent with target expression biology guides the focus of chemistry resources for both designing and labeling tracer candidates. LC-MS/MS has only recently been used for de novo tracer identification; however, this connection of mass spectral technology to imaging has initiated engagement from a wider community that brings diverse backgrounds into the tracer discovery arena.
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Affiliation(s)
- Vanessa Barth
- Eli Lilly and Co., Lilly Research Laboratories, Indianapolis, Indiana 46285, United States
| | - Anne Need
- Eli Lilly and Co., Lilly Research Laboratories, Indianapolis, Indiana 46285, United States
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15
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Naganawa M, Jacobsen LK, Zheng MQ, Lin SF, Banerjee A, Byon W, Weinzimmer D, Tomasi G, Nabulsi N, Grimwood S, Badura LL, Carson RE, McCarthy TJ, Huang Y. Evaluation of the agonist PET radioligand [¹¹C]GR103545 to image kappa opioid receptor in humans: kinetic model selection, test-retest reproducibility and receptor occupancy by the antagonist PF-04455242. Neuroimage 2014; 99:69-79. [PMID: 24844744 DOI: 10.1016/j.neuroimage.2014.05.033] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2014] [Revised: 05/06/2014] [Accepted: 05/13/2014] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Kappa opioid receptors (KOR) are implicated in several brain disorders. In this report, a first-in-human positron emission tomography (PET) study was conducted with the potent and selective KOR agonist tracer, [(11)C]GR103545, to determine an appropriate kinetic model for analysis of PET imaging data and assess the test-retest reproducibility of model-derived binding parameters. The non-displaceable distribution volume (V(ND)) was estimated from a blocking study with naltrexone. In addition, KOR occupancy of PF-04455242, a selective KOR antagonist that is active in preclinical models of depression, was also investigated. METHODS For determination of a kinetic model and evaluation of test-retest reproducibility, 11 subjects were scanned twice with [(11)C]GR103545. Seven subjects were scanned before and 75 min after oral administration of naltrexone (150 mg). For the KOR occupancy study, six subjects were scanned at baseline and 1.5 h and 8 h after an oral dose of PF-04455242 (15 mg, n=1 and 30 mg, n=5). Metabolite-corrected arterial input functions were measured and all scans were 150 min in duration. Regional time-activity curves (TACs) were analyzed with 1- and 2-tissue compartment models (1TC and 2TC) and the multilinear analysis (MA1) method to derive regional volume of distribution (V(T)). Relative test-retest variability (TRV), absolute test-retest variability (aTRV) and intra-class coefficient (ICC) were calculated to assess test-retest reproducibility of regional VT. Occupancy plots were computed for blocking studies to estimate occupancy and V(ND). The half maximal inhibitory concentration (IC50) of PF-04455242 was determined from occupancies and drug concentrations in plasma. [(11)C]GR103545 in vivo K(D) was also estimated. RESULTS Regional TACs were well described by the 2TC model and MA1. However, 2TC VT was sometimes estimated with high standard error. Thus MA1 was the model of choice. Test-retest variability was ~15%, depending on the outcome measure. The blocking studies with naltrexone and PF-04455242 showed that V(T) was reduced in all regions; thus no suitable reference region is available for the radiotracer. V(ND) was estimated reliably from the occupancy plot of naltrexone blocking (V(ND)=3.4±0.9 mL/cm(3)). The IC50 of PF-04455242 was calculated as 55 ng/mL. [(11)C]GR103545 in vivo K(D) value was estimated as 0.069 nmol/L. CONCLUSIONS [(11)C]GR103545 PET can be used to image and quantify KOR in humans, although it has slow kinetics and variability of model-derived kinetic parameters is higher than desirable. This tracer should be suitable for use in receptor occupancy studies, particularly those that target high occupancy.
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Affiliation(s)
- Mika Naganawa
- PET Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, CT, USA.
| | | | - Ming-Qiang Zheng
- PET Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, CT, USA
| | - Shu-Fei Lin
- PET Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, CT, USA
| | | | | | - David Weinzimmer
- PET Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, CT, USA
| | - Giampaolo Tomasi
- PET Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, CT, USA
| | - Nabeel Nabulsi
- PET Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, CT, USA
| | | | | | - Richard E Carson
- PET Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, CT, USA
| | | | - Yiyun Huang
- PET Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, CT, USA
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16
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Wang M, Gao M, Zheng QH. A high-yield route to synthesize the P-glycoprotein radioligand [11C]N-desmethyl-loperamide and its parent radioligand [11C]loperamide. Bioorg Med Chem Lett 2013; 23:5259-63. [DOI: 10.1016/j.bmcl.2013.08.024] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 07/26/2013] [Accepted: 08/05/2013] [Indexed: 11/26/2022]
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17
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Synthesis of (Z)-2-((1H-indazol-3-yl)methylene)-6-[11C]methoxy-7-(piperazin-1-ylmethyl)benzofuran-3(2H)-one as a new potential PET probe for imaging of the enzyme PIM1. Bioorg Med Chem Lett 2013; 23:4342-6. [DOI: 10.1016/j.bmcl.2013.05.091] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2013] [Revised: 05/22/2013] [Accepted: 05/28/2013] [Indexed: 12/23/2022]
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18
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Rotstein BH, Liang SH, Holland JP, Collier TL, Hooker JM, Wilson AA, Vasdev N. 11CO2 fixation: a renaissance in PET radiochemistry. Chem Commun (Camb) 2013; 49:5621-9. [PMID: 23673726 PMCID: PMC5604310 DOI: 10.1039/c3cc42236d] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Carbon-11 labelled carbon dioxide is the cyclotron-generated feedstock reagent for most positron emission tomography (PET) tracers using this radionuclide. Most carbon-11 labels, however, are installed using derivative reagents generated from [(11)C]CO2. In recent years, [(11)C]CO2 has seen a revival in applications for the direct incorporation of carbon-11 into functional groups such as ureas, carbamates, oxazolidinones, carboxylic acids, esters, and amides. This review summarizes classical [(11)C]CO2 fixation strategies using organometallic reagents and then focuses on newly developed methods that employ strong organic bases to reversibly capture [(11)C]CO2 into solution, thereby enabling highly functionalized labelled compounds to be prepared. Labelled compounds and radiopharmaceuticals that have been translated to the clinic are highlighted.
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Affiliation(s)
- Benjamin H Rotstein
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, and Department of Radiology, Harvard Medical School, 55 Fruit Street, Boston, MA 02114, USA
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19
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Dannals RF. Positron emission tomography radioligands for the opioid system. J Labelled Comp Radiopharm 2013; 56:187-95. [DOI: 10.1002/jlcr.3005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2012] [Revised: 11/08/2012] [Accepted: 11/09/2012] [Indexed: 11/06/2022]
Affiliation(s)
- Robert F. Dannals
- Division of Nuclear Medicine, Department of Radiology; The Johns Hopkins University School of Medicine; Baltimore; Maryland; USA; 21287
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20
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Tomasi G, Nabulsi N, Zheng MQ, Weinzimmer D, Ropchan J, Blumberg L, Brown-Proctor C, Ding YS, Carson RE, Huang Y. Determination of in vivo Bmax and Kd for 11C-GR103545, an agonist PET tracer for κ-opioid receptors: a study in nonhuman primates. J Nucl Med 2013; 54:600-8. [PMID: 23424192 DOI: 10.2967/jnumed.112.112672] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
UNLABELLED The κ-opioid receptors (KOR) are involved in mood disorders and addictive conditions. In vivo imaging studies of this receptor in humans have not been reported because of the lack of a selective ligand. We used a recently developed selective KOR agonist tracer, (11)C-GR103545, and performed a study in rhesus monkeys to estimate the in vivo receptor concentration (Bmax) and dissociation equilibrium constant (Kd). METHODS Four rhesus monkeys underwent 12 scans with (11)C-GR103545 on a PET scanner under baseline and self-blocking conditions. The injected mass was 0.042 ± 0.014 μg/kg for the baseline scans and ranged from 0.16 to 0.3 μg/kg for the self-blocking scans. The radiotracer was administered in a bolus-plus-infusion protocol, and cerebellum was used as the reference region in kinetic analysis. Binding potential (BPND) values were computed as [(CROI/CREF) - 1], where CROI and CREF are the mean of the radioactivity concentrations from 90 to 120 min after tracer administration in a given region of interest (ROI) and in the cerebellum. In 6 scans, arterial input functions and free fraction in plasma (fp) were measured. In addition, a 2-tissue-compartment model was used to compute the volume of distribution in the cerebellum (VT_REF), which was then used to estimate the free-to-nondisplaceable concentration ratio (fND) as fp/VT_REF. A Scatchard plot was used to estimate Bmax, and Kd(ND) = Kd/fND, the Kd value with respect to the cerebellar concentration. Individual data were first analyzed separately and then pooled together. When Kd(ND) was allowed to vary among ROIs, results were variable; therefore, Kd(ND) was constrained to be constant across ROIs, whereas Bmax was allowed to be ROI-dependent and animal-dependent. RESULTS A global estimate of 1.72 nM was obtained for Kd(ND). Estimated Bmax ranged from 0.3 to 6.1 nM across ROIs and animals. The Kd estimate of 0.048 nM, obtained by correcting Kd(ND) by the factor fND, was in good agreement with the half maximal inhibitory concentration (IC50) of 0.018 nM determined from functional assays in rabbit vas deferens and inhibition constant (Ki) of 0.02 nM measured in radioligand competition assays using cloned human receptors. On the basis of these data, a suitable tracer dose of 0.02 μg/kg was selected for use in humans. CONCLUSION The use of a bolus-plus-infusion protocol with the KOR agonist tracer (11)C-GR103545 permitted the successful estimation of Bmax and Kd(ND) in vivo. On the basis of the estimated Kd value, a tracer dose of 1.4 μg (3.38 nmol) for an average body weight of 70 kg was chosen as the mass dose limit in human studies using this novel agonist radiotracer.
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Affiliation(s)
- Giampaolo Tomasi
- PET Center, Department of Diagnostic Radiology, Yale University, New Haven, CT 06520, USA
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21
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Zheng MQ, Nabulsi N, Kim SJ, Tomasi G, Lin SF, Mitch C, Quimby S, Barth V, Rash K, Masters J, Navarro A, Seest E, Morris ED, Carson RE, Huang Y. Synthesis and evaluation of 11C-LY2795050 as a κ-opioid receptor antagonist radiotracer for PET imaging. J Nucl Med 2013; 54:455-63. [PMID: 23353688 DOI: 10.2967/jnumed.112.109512] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
UNLABELLED Kappa-opioid receptors (KOR) are believed to be involved in the pathophysiology of depression, anxiety disorders, drug abuse, and alcoholism. To date, only 1 tracer, the KOR agonist (11)C-GR103545, has been reported to be able to image KOR in primates. The goal of the present study was to synthesize the selective KOR antagonist (11)C-LY2795050 and evaluate its potential as a PET tracer to image KOR in vivo. METHODS The in vitro binding affinity of LY2795050 was measured in radioligand competition binding assays. Ex vivo experiments were conducted using microdosing of the unlabeled ligand in Sprague-Dawley rats and in wild-type and KOR knockout mice, to assess the ligand's potential as a tracer candidate. Imaging experiments with (11)C-LY2795050 in monkeys were performed on the Focus-220 scanner with arterial blood input function measurement. Binding parameters were determined with kinetic modeling analysis. RESULTS LY2795050 displays full antagonist activity and high binding affinity and selectivity for KOR. Microdosing studies in rodents and ex vivo analysis of tissue concentrations with liquid chromatography-tandem mass spectrometry identified LY2795050 as an appropriate tracer candidate able to provide specific binding signals in vivo. (11)C-LY2795050 was prepared in an average yield of 12% and greater than 99% radiochemical purity. In rhesus monkeys, (11)C-LY2795050 displayed a moderate rate of peripheral metabolism, with approximately 40% of parent compound remaining at 30 min after injection. In the brain, (11)C-LY2795050 displayed fast uptake kinetics (regional activity peak times of <20 min) and an uptake pattern consistent with the distribution of KOR in primates. Pretreatment with naloxone (1 mg/kg, intravenously) resulted in a uniform distribution of radioactivity. Further, specific binding of (11)C-LY2795050 was reduced by the selective KOR antagonist LY2456302 in a dose-dependent manner. CONCLUSION (11)C-LY2795050 displayed favorable pharmacokinetic properties and binding profiles in vivo and therefore is a suitable ligand for imaging the KOR in primates. This newly developed KOR antagonist tracer has since been advanced to PET imaging of KOR in humans and constitutes the first successful KOR antagonist radiotracer.
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Affiliation(s)
- Ming-Qiang Zheng
- PET Center, Department of Diagnostic Radiology, Yale University, New Haven, Connecticut; and
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Sandiego CM, Weinzimmer D, Carson RE. Optimization of PET-MR registrations for nonhuman primates using mutual information measures: a Multi-Transform Method (MTM). Neuroimage 2012; 64:571-81. [PMID: 22926293 DOI: 10.1016/j.neuroimage.2012.08.051] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Revised: 08/17/2012] [Accepted: 08/20/2012] [Indexed: 10/28/2022] Open
Abstract
An important step in PET brain kinetic analysis is the registration of functional data to an anatomical MR image. Typically, PET-MR registrations in nonhuman primate neuroreceptor studies used PET images acquired early post-injection, (e.g., 0-10 min) to closely resemble the subject's MR image. However, a substantial fraction of these registrations (~25%) fail due to the differences in kinetics and distribution for various radiotracer studies and conditions (e.g., blocking studies). The Multi-Transform Method (MTM) was developed to improve the success of registrations between PET and MR images. Two algorithms were evaluated, MTM-I and MTM-II. The approach involves creating multiple transformations by registering PET images of different time intervals, from a dynamic study, to a single reference (i.e., MR image) (MTM-I) or to multiple reference images (i.e., MR and PET images pre-registered to the MR) (MTM-II). Normalized mutual information was used to compute similarity between the transformed PET images and the reference image(s) to choose the optimal transformation. This final transformation is used to map the dynamic dataset into the animal's anatomical MR space, required for kinetic analysis. The chosen transforms from MTM-I and MTM-II were evaluated using visual rating scores to assess the quality of spatial alignment between the resliced PET and reference images. One hundred twenty PET datasets involving eleven different tracers from 3 different scanners were used to evaluate the MTM algorithms. Studies were performed with baboons and rhesus monkeys on the HR+, HRRT, and Focus-220. Successful transformations increased from 77.5%, 85.8%, to 96.7% using the 0-10 min method, MTM-I, and MTM-II, respectively, based on visual rating scores. The Multi-Transform Methods proved to be a robust technique for PET-MR registrations for a wide range of PET studies.
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Affiliation(s)
- Christine M Sandiego
- Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA.
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