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Naganawa M, Gallezot JD, Li S, Nabulsi NB, Henry S, Cai Z, Matuskey D, Huang Y, Carson RE. Noninvasive quantification of [ 18F]SynVesT-1 binding using simplified reference tissue model 2. Eur J Nucl Med Mol Imaging 2024; 52:113-121. [PMID: 39155309 DOI: 10.1007/s00259-024-06885-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 08/12/2024] [Indexed: 08/20/2024]
Abstract
PURPOSE [18F]SynVesT-1, a positron emission tomography (PET) radiotracer for the synaptic vesicle glycoprotein 2A (SV2A), demonstrates kinetics similar to [11C]UCB-J, with high brain uptake, fast kinetics fitting well with the one-tissue compartment (1TC) model, and excellent test-retest reproducibility. Challenges arise due to the similarity between k2 and [Formula: see text] (efflux rate of the reference region), when applying the simplified reference tissue model (SRTM) and related methods in [11C]UCB-J studies to accurately estimate [Formula: see text]. This study evaluated the suitability of these methods to estimate [18F]SynVesT-1 binding using centrum semiovale (CS) or cerebellum (CER) as reference regions. METHOD Seven healthy participants underwent 120-min PET scans on the HRRT scanner with [18F]SynVesT-1. Six participants underwent test and retest scans. Arterial blood sampling and metabolite analysis provided input functions for the 1TC model, serving as the gold standard for kinetic parameters values. SRTM, coupled SRTM (SRTMC) and SRTM2 estimated were applied to estimate [Formula: see text](ref: CS) and DVRCER(ref: CER) values. For SRTM2, the population average of [Formula: see text] was determined from the 1TC model applied to the reference region. Test-retest variability and minimum scan time were also calculated. RESULTS The 1TC k2 (1/min) values for CS and CER were 0.031 ± 0.004 and 0.021 ± 0.002, respectively. Although SRTMC [Formula: see text] was much higher than 1TC [Formula: see text], SRTMC underestimated BPND(ref: CS) and DVRCER by an average of 3% and 1% across regions, respectively, due to similar bias in k2 and [Formula: see text] estimation. SRTM underestimated BPND(ref: CS) by an average of 3%, but with the CER as reference region, SRTM estimation was unstable and DVRCER underestimation varied by region (mean 10%). Using population average [Formula: see text] values, SRTM2 BPND and DVRCER showed the best agreement with 1TC estimates. CONCLUSION Our findings support the use of population [Formula: see text] value in SRTM2 with [18F]SynVesT-1 for the estimation of [Formula: see text] or DVRCER, regardless of the choice of reference region.
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Affiliation(s)
- Mika Naganawa
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA.
| | - Jean-Dominique Gallezot
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA.
| | - Songye Li
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA
| | - Nabeel B Nabulsi
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA
| | - Shannan Henry
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA
| | - Zhengxin Cai
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA
| | - David Matuskey
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Yiyun Huang
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA
| | - Richard E Carson
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, 06520- 8048, USA
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2
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Worhunsky PD, Mignosa MM, Gallezot JD, Pittman B, Nabulsi NB, Stryjewski A, Jalilian-Khave L, Trinko R, DiLeone RJ, Carson RE, Malison RT, Potenza MN, Angarita GA. Vitamin D's Capacity to Increase Amphetamine-Induced Dopamine Release in Healthy Humans: A Clinical Translational [ 11C]-PHNO Positron Emission Tomography Study. Biol Psychiatry 2024:S0006-3223(24)01657-3. [PMID: 39395473 DOI: 10.1016/j.biopsych.2024.09.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 09/11/2024] [Accepted: 09/18/2024] [Indexed: 10/14/2024]
Abstract
BACKGROUND Dopaminergic tone and phasic release have transdiagnostic relevance. Preclinical research suggests that the active form of vitamin D, calcitriol, increases subcortical tyrosine hydroxylase, D2/D3 receptors, and amphetamine-stimulated dopamine release in rodents. Comparable studies have not been conducted in humans. METHODS Healthy, vitamin D-sufficient adults (N = 18, 32.8 ± 6.6 years; 33% female) participated in a randomized, double-blind, placebo-controlled within-subjects study involving 4 total scans over 2 visits consisting of same-day preamphetamine and postamphetamine (0.3 mg/kg) [11C]-PHNO positron emission tomography scanning to examine D2/D3 receptor availability (nondisplaceable binding potential [BPND]) following active calcitriol (1.5 μg night before experimental day and 1.5 μg morning of experimental day) or placebo at least 6 days apart. Parametric images of [11C]-PHNO positron emission tomography BPND were computed using a simplified reference tissue model with the cerebellum as reference. Blood samples were acquired to measure serum calcitriol, amphetamine, and calcium levels. Regions of interest examined were the dorsal caudate, dorsal putamen, ventral striatum, globus pallidus, and substantia nigra. RESULTS For preamphetamine scans, there was a medication × region of interest interaction (F4,153 = 2.59, p = .039) and a main effect of medication (F1,153 = 4.88, p = .029) on BPND, with higher BPND values on calcitriol in the ventral striatum (t153 = 2.89, p = .004) and dorsal putamen (t153 = 2.15, p = .033). There was a main effect of medication on postamphetamine change in BPND (F4,153 = 5.93, p = .016), with greater decreases in calcitriol in the ventral striatum (t153 = 3.00, p = .003), substantia nigra (t153 = 2.49, p = .014), and dorsal caudate (t153 = 2.29, p = .023). CONCLUSIONS Results provide translational support for vitamin D to target dopaminergic tone, with implications for clinical disorders that involve dysregulated dopamine function.
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Affiliation(s)
- Patrick D Worhunsky
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Marcella M Mignosa
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; The Clinical Neuroscience Research Unit, Connecticut Mental Health Center, New Haven, Connecticut
| | - Jean-Dominique Gallezot
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut
| | - Brian Pittman
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Nabeel B Nabulsi
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut
| | - Adam Stryjewski
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Laya Jalilian-Khave
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Richard Trinko
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; The Abraham Ribicoff Research Facilities, Connecticut Mental Health Center, New Haven, Connecticut
| | - Ralph J DiLeone
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; The Abraham Ribicoff Research Facilities, Connecticut Mental Health Center, New Haven, Connecticut; Department of Neuroscience, Yale University School of Medicine, New Haven, Connecticut
| | - Richard E Carson
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut
| | - Robert T Malison
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; The Clinical Neuroscience Research Unit, Connecticut Mental Health Center, New Haven, Connecticut
| | - Marc N Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; Department of Neuroscience, Yale University School of Medicine, New Haven, Connecticut; Connecticut Council on Problem Gambling, Wethersfield, Connecticut; Child Study Center, Yale University School of Medicine, New Haven, Connecticut; Connecticut Mental Health Center, New Haven, Connecticut
| | - Gustavo A Angarita
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; The Clinical Neuroscience Research Unit, Connecticut Mental Health Center, New Haven, Connecticut.
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3
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Honhar P, Ebrahimian Sadabad F, Tinaz S, Gallezot JD, Dias M, Naganawa M, Yang Y, Henry S, Hillmer AT, Gao H, Najafzadeh S, Comley R, Nabulsi N, Huang Y, Finnema SJ, Carson RE, Matuskey D. Clinical correlates of dopamine transporter availability in cross-sectional and longitudinal studies with [ 18F]FE-PE2I PET: independent validation with new insights. Brain Commun 2024; 6:fcae345. [PMID: 39429243 PMCID: PMC11487911 DOI: 10.1093/braincomms/fcae345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Revised: 08/02/2024] [Accepted: 09/30/2024] [Indexed: 10/22/2024] Open
Abstract
[18F]FE-PE2I PET is a promising alternative to single positron emission computed tomography-based dopamine transporter (DAT) imaging in Parkinson's disease. While the excellent discriminative power of [18F]FE-PE2I PET has been established, so far only one study has reported meaningful associations between motor severity scores and DAT availability. In this study, we use high-resolution (∼3 mm isotropic) PET to provide an independent validation for the clinical correlates of [18F]FE-PE2I imaging in separate cross-sectional (28 participants with Parkinson's disease, Hoehn-Yahr: 2 and 14 healthy individuals) and longitudinal (initial results from 6 participants with Parkinson's disease with 2-year follow-up) cohorts. In the cross-sectional cohort, DAT availability in the putamen and substantia nigra of patients with Parkinson's disease showed a significant negative association with total motor severity (r = -0.59, P = 0.002 for putamen; r = -0.46, P = 0.018 for substantia nigra), but not tremor severity. To our knowledge, this is the first observed association between motor severity in Parkinson's disease and DAT availability in the substantia nigra. The associations with motor severity in most nigrostriatal regions improved if tremor scores were excluded from motor scores. Further, we found significant asymmetry in DAT availability in the putamen (∼28% lower DAT availability within the more-affected side of the putamen), and DAT-based asymmetry index for the putamen was correlated with asymmetry in motor severity (r = -0.60, P = 0.001). In the longitudinal study, [18F]FE-PE2I PET detected significant annual percentage reduction of DAT availability at the individual level in the putamen (9.7 ± 2.6%), caudate (10.5 ± 3.8%) and ventral striatum (5.5 ± 2.7%), but not the substantia nigra. Longitudinal per cent reduction in DAT availability within the putamen was strongly associated with increase in motor severity (r = 0.91, P = 0.011) at follow-up, demonstrating the high sensitivity of [18F]FE-PE2I PET in tracking longitudinal changes. These results provide further evidence for the utility of [18F]FE-PE2I as an important in vivo PET biomarker in future clinical trials of Parkinson's disease.
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Affiliation(s)
- Praveen Honhar
- Department of Biomedical Engineering, Yale School of Engineering and Applied Sciences, Yale University, New Haven, CT 06511, USA
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | | | - Sule Tinaz
- Department of Neurology, Yale School of Medicine, New Haven, CT 06510, USA
| | | | - Mark Dias
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | - Mika Naganawa
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | - Yanghong Yang
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | - Shannan Henry
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | - Ansel T Hillmer
- Department of Biomedical Engineering, Yale School of Engineering and Applied Sciences, Yale University, New Haven, CT 06511, USA
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06511, USA
| | - Hong Gao
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | - Soheila Najafzadeh
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | | | - Nabeel Nabulsi
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | - Yiyun Huang
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | | | - Richard E Carson
- Department of Biomedical Engineering, Yale School of Engineering and Applied Sciences, Yale University, New Haven, CT 06511, USA
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | - David Matuskey
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Neurology, Yale School of Medicine, New Haven, CT 06510, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06511, USA
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4
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Holmes SE, Honhar P, Tinaz S, Naganawa M, Hilmer AT, Gallezot JD, Dias M, Yang Y, Toyonaga T, Esterlis I, Mecca A, Van Dyck C, Henry S, Ropchan J, Nabulsi N, Louis ED, Comley R, Finnema SJ, Carson RE, Matuskey D. Synaptic loss and its association with symptom severity in Parkinson's disease. NPJ Parkinsons Dis 2024; 10:42. [PMID: 38402233 PMCID: PMC10894197 DOI: 10.1038/s41531-024-00655-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 02/06/2024] [Indexed: 02/26/2024] Open
Abstract
Parkinson's disease (PD) is the fastest growing neurodegenerative disease, but at present there is no cure, nor any disease-modifying treatments. Synaptic biomarkers from in vivo imaging have shown promise in imaging loss of synapses in PD and other neurodegenerative disorders. Here, we provide new clinical insights from a cross-sectional, high-resolution positron emission tomography (PET) study of 30 PD individuals and 30 age- and sex-matched healthy controls (HC) with the radiotracer [11C]UCB-J, which binds to synaptic vesicle glycoprotein 2A (SV2A), and is therefore, a biomarker of synaptic density in the living brain. We also examined a measure of relative brain perfusion from the early part of the same PET scan. Our results provide evidence for synaptic density loss in the substantia nigra that had been previously reported, but also extend this to other early-Braak stage regions known to be affected in PD (brainstem, caudate, olfactory cortex). Importantly, we also found a direct association between synaptic density loss in the nigra and severity of symptoms in patients. A greater extent and wider distribution of synaptic density loss in PD patients with longer illness duration suggests that [11C]UCB-J PET can be used to measure synapse loss with disease progression. We also demonstrate lower brain perfusion in PD vs. HC groups, with a greater extent of abnormalities in those with longer duration of illness, suggesting that [11C]UCB-J PET can simultaneously provide information on changes in brain perfusion. These results implicate synaptic imaging as a useful PD biomarker for future disease-modifying interventions.
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Affiliation(s)
- Sophie E Holmes
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Praveen Honhar
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
- Department of Biomedical Engineering, Yale School of Engineering and Applied Sciences, Yale University, New Haven, CT, USA
| | - Sule Tinaz
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Mika Naganawa
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Ansel T Hilmer
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
- Department of Biomedical Engineering, Yale School of Engineering and Applied Sciences, Yale University, New Haven, CT, USA
| | | | - Mark Dias
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Yanghong Yang
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Takuya Toyonaga
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Irina Esterlis
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Adam Mecca
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | | | - Shannan Henry
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Jim Ropchan
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Nabeel Nabulsi
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Elan D Louis
- Department of Neurology, University of Texas Southwestern Medical Center, New Haven, CT, USA
| | | | | | - Richard E Carson
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
- Department of Biomedical Engineering, Yale School of Engineering and Applied Sciences, Yale University, New Haven, CT, USA
| | - David Matuskey
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA.
- Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.
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5
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Matuskey D, Gallezot JD, Nabulsi N, Henry S, Torres K, Dias M, Angarita GA, Huang Y, Shoaf SE, Carson RE, Mehrotra S. Neurotransmitter transporter occupancy following administration of centanafadine sustained-release tablets: A phase 1 study in healthy male adults. J Psychopharmacol 2023; 37:164-171. [PMID: 36515395 PMCID: PMC9912308 DOI: 10.1177/02698811221140008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Centanafadine is an inhibitor of reuptake transporters for norepinephrine (NET), dopamine (DAT) and serotonin (SERT). AIMS This phase 1, adaptive-design positron emission tomography study investigated the occupancy time course of NET, DAT, and SERT and the relationship to centanafadine plasma concentrations. METHODS Healthy adult males received centanafadine sustained-release 400 mg/day for 4 days (N = 6) or 800 mg in a single day (N = 4). Assessments included safety monitoring; time course of occupancy of NET, DAT, and SERT; and centanafadine plasma concentrations. RESULTS Transporter occupancy was numerically higher for NET versus DAT or SERT. For NET, estimated (mean ± standard error [SE]) maximal observable target occupancy (TOmax) and concentration at half maximal occupancy (IC50) were 64 ± 7% and 132 ± 65 ng/mL, respectively, for all regions and 82 ± 13% and 135 ± 97 ng/mL after excluding the thalamus, which showed high nonspecific binding. For DAT and SERT, TOmax could not be established and was assumed to be 100%; estimated IC50 (mean ± SE) values were 1580 ± 186 ng/mL and 1,760 ± 309 ng/mL, respectively. For centanafadine, the estimated in vivo affinity ratio was 11.9 ± 6.0 (mean ± SE) for NET/DAT, 13.3 ± 7.0 for NET/SERT, and 1.1 ± 0.2 for DAT/SERT. DAT and SERT occupancies at a plasma concentration of 1400 ng/mL were estimated to be 47 and 44%, respectively. CONCLUSIONS High occupancy at NET and moderate occupancy at DAT and SERT was observed at peak concentrations achieved following 400 mg total daily doses of centanafadine.
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Affiliation(s)
- David Matuskey
- Department of Radiology and Biomedical
Imaging, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry, Yale
University School of Medicine, New Haven, CT, USA
- Department of Neurology, Yale
University School of Medicine, New Haven, CT, USA
| | - Jean-Dominique Gallezot
- Department of Radiology and Biomedical
Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Nabeel Nabulsi
- Department of Radiology and Biomedical
Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Shannan Henry
- Department of Radiology and Biomedical
Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Kristen Torres
- Department of Radiology and Biomedical
Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Mark Dias
- Department of Radiology and Biomedical
Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Gustavo A Angarita
- Department of Psychiatry, Yale
University School of Medicine, New Haven, CT, USA
| | - Yiyun Huang
- Department of Radiology and Biomedical
Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Susan E Shoaf
- Otsuka Pharmaceutical Development &
Commercialization, Inc., Princeton, NJ, USA
- Susan E Shoaf, Otsuka Pharmaceutical
Development & Commercialization, Inc., 508 Carnegie Center, Princeton, NJ
08540, USA.
| | - Richard E Carson
- Department of Radiology and Biomedical
Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Shailly Mehrotra
- Otsuka Pharmaceutical Development &
Commercialization, Inc., Princeton, NJ, USA
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6
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Matsunaga K, Tonomura M, Abe K, Shimosegawa E. Effect of scan-time shortening on the 11C-PHNO binding potential to dopamine D 3 receptor in humans and test-retest reliability. Ann Nucl Med 2023; 37:227-237. [PMID: 36656501 PMCID: PMC10060283 DOI: 10.1007/s12149-022-01819-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 12/23/2022] [Indexed: 01/20/2023]
Abstract
OBJECTIVE 11C-PHNO is a PET radioligand most specific to dopamine D3 receptor (D3R). The long scan duration of 120 min used in quantification of 11C-PHNO binding to D3R in previous studies is challenging to subjects. The main objective of this study was to investigate the effects of shorter scan times on the binding of 11C-PHNO to D3R and test-retest reliability using the latest digital whole-body PET system. METHODS Two 120-min 11C-PHNO brain scans were performed in 7 healthy subjects using a digital whole-body PET/CT. The binding potential relative to non-displaceable tracer in the tissue (BPND) of D3R-rich regions: the pallidum, ventral striatum (VST), substantia nigra (SN) and hypothalamus, were quantified using the simplified reference tissue model. The bias, correlation, and test-retest reliability of BPND, which includes the test-retest variability (TRV) and intraclass correlation coefficient (ICC), were evaluated and compared between scans of shorter durations (40-110 min post-injection) and the original 120-min scan acquisitions. RESULTS Progressively, shorter scan durations were associated with underestimation of BPND, slightly decreased correlation with 120-min derived BPND, and decrease in test-retest reliability. The BPND values of the pallidum, VST and SN from the shortened 90-min scans showed excellent correlation with those derived from the 120-min scans (determination coefficients > 0.98), and the bias within 5%. The test-retest reliability of BPND in these regions derived from 90-min scan (TRV of 3% in the VST and pallidum, 7% in the SN and the ICC exceeded 0.88) was comparable to those obtained in previous 120-min studies using brain-dedicated PET scanners. In the hypothalamus, the BPND values obtained from scan-time less than 110 min showed bias larger than 5% and the TRV more than 9%. CONCLUSION The scan-time shortening causes bias and decreasing test-retest reliability of 11C-PHNO BPND. However, in the whole-body PET system, 90-min scan duration was sufficient for estimating the 11C-PHNO BPND in the D3R-rich striatum and SN with small bias and at the test-retest reliability comparable to those derived from 120-min scans using the brain-dedicated PET systems.
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Affiliation(s)
- Keiko Matsunaga
- Department of Molecular Imaging in Medicine, Graduate School of Medicine, Osaka University, 2-1, Yamadaoka, Suita, Osaka, 565-0871, Japan.
| | - Misato Tonomura
- Department of Molecular Imaging in Medicine, Graduate School of Medicine, Osaka University, 2-1, Yamadaoka, Suita, Osaka, 565-0871, Japan
- Shionogi & Co., Ltd, 1-8, Doshomachi 3-Chome, Chuo-ku, Osaka, 541-0045, Japan
| | - Kohji Abe
- Department of Molecular Imaging in Medicine, Graduate School of Medicine, Osaka University, 2-1, Yamadaoka, Suita, Osaka, 565-0871, Japan
- Shionogi & Co., Ltd, 1-8, Doshomachi 3-Chome, Chuo-ku, Osaka, 541-0045, Japan
| | - Eku Shimosegawa
- Department of Molecular Imaging in Medicine, Graduate School of Medicine, Osaka University, 2-1, Yamadaoka, Suita, Osaka, 565-0871, Japan
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7
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Rogeau A, Nordio G, Veronese M, Brown K, Nour MM, Osugo M, Jauhar S, Howes OD, McCutcheon RA. The relationship between glutamate, dopamine, and cortical gray matter: A simultaneous PET-MR study. Mol Psychiatry 2022; 27:3493-3500. [PMID: 35546633 PMCID: PMC9708555 DOI: 10.1038/s41380-022-01596-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 04/14/2022] [Accepted: 04/21/2022] [Indexed: 11/09/2022]
Abstract
Prefrontal cortex has been shown to regulate striatal dopaminergic function via glutamatergic mechanisms in preclinical studies. Concurrent disruption of these systems is also often seen in neuropsychiatric disease. The simultaneous measurement of striatal dopamine signaling, cortical gray matter, and glutamate levels is therefore of major interest, but has not been previously reported. In the current study, twenty-eight healthy subjects underwent 2 simultaneous [11C]-( + )-PHNO PET-MRI scans, once after placebo and once after amphetamine in a double-blind randomized cross-over design, to measure striatal dopamine release, striatal dopamine receptor (D2/3R) availability, anterior cingulate glutamate+glutamine (Glx) levels, and cortical gray matter volumes at the same time. Voxel-based morphometry was used to investigate associations between neurochemical measures and gray matter volumes. Whole striatum D2/3R availability was positively associated with prefrontal cortex gray matter volume (pFWE corrected = 0.048). This relationship was mainly driven by associative receptor availability (pFWE corrected = 0.023). In addition, an interaction effect was observed between sensorimotor striatum D2/3R availability and anterior cingulate Glx, such that in individuals with greater anterior cingulate Glx concentrations, D2/3R availability was negatively associated with right frontal cortex gray matter volumes, while a positive D2/3R-gray matter association was observed in individuals with lower anterior cingulate Glx levels (pFWE corrected = 0.047). These results are consistent with the hypothesis that the prefrontal cortex is involved in regulation of striatal dopamine function. Furthermore, the observed associations raise the possibility that this regulation may be modulated by anterior cingulate glutamate concentrations.
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Affiliation(s)
- Antoine Rogeau
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Department of Nuclear Medicine, Lille University Hospitals, Lille, France
| | - Giovanna Nordio
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Mattia Veronese
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Department of Information Engineering, University of Padua, Padua, Italy
| | - Kirsten Brown
- Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Matthew M Nour
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London, UK
| | - Martin Osugo
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences, Hammersmith Hospital, Imperial College London, London, UK
| | - Sameer Jauhar
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences, Hammersmith Hospital, Imperial College London, London, UK
| | - Oliver D Howes
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences, Hammersmith Hospital, Imperial College London, London, UK
| | - Robert A McCutcheon
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK.
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences, Hammersmith Hospital, Imperial College London, London, UK.
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8
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Calakos KC, Rusowicz A, Pittman B, Gallezot JD, Potenza MN, Cosgrove KP, Matuskey D. Relationships between dopamine D2/3 receptor availability and social-environmental factors in humans. Neurosci Lett 2022; 771:136463. [PMID: 35051435 PMCID: PMC8821418 DOI: 10.1016/j.neulet.2022.136463] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 01/11/2022] [Accepted: 01/12/2022] [Indexed: 02/08/2023]
Abstract
Social factors are associated with psychiatric outcomes and brain function. Relationships between local population data obtained from Social Explorer analyses of the American Community Survey (2014-2018) and dopamine D2/3 receptor (D2/3R) availability were explored in this retrospective analysis of [11C]PHNO positron emission tomography (PET) imaging data (n = 70). Larger local population size and lower percentage of the population with a bachelor's degree or higher were significantly associated with higher striatal D2/3R availability, suggesting that living in a populous area with fewer educational resources may be accompanied by stressors with concomitant dopaminergic changes. Future prospective, collaborative studies are needed to better understand the precise etiology of the observed relationships.
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Affiliation(s)
- Katina C Calakos
- Interdepartmental Neuroscience Program, Yale University, New Haven, CT, USA; Department of Psychiatry, Yale University, New Haven, CT, USA
| | | | - Brian Pittman
- Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Jean-Dominique Gallezot
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA; Yale PET Center, Yale University, New Haven, CT, USA
| | - Marc N Potenza
- Department of Psychiatry, Yale University, New Haven, CT, USA; Yale Child Study Center, Yale University, New Haven, CT, USA; Connecticut Mental Health Center, New Haven, CT, USA; Connecticut Council on Problem Gambling, Wethersfield, CT, USA; Department of Neuroscience, Yale University, New Haven, CT, USA; Wu Tsai Institute, Yale University, New Haven, CT, USA
| | - Kelly P Cosgrove
- Department of Psychiatry, Yale University, New Haven, CT, USA; Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA; Department of Neuroscience, Yale University, New Haven, CT, USA
| | - David Matuskey
- Department of Psychiatry, Yale University, New Haven, CT, USA; Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA; Yale PET Center, Yale University, New Haven, CT, USA; Department of Neurology, Yale University, New Haven, CT, USA.
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9
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D3 Receptors and PET Imaging. Curr Top Behav Neurosci 2022; 60:251-275. [PMID: 35711027 DOI: 10.1007/7854_2022_374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
This chapter encapsulates a short introduction to positron emission tomography (PET) imaging and the information gained by using this technology to detect changes of the dopamine 3 receptor (D3R) at the molecular level in vivo. We will discuss available D3R radiotracers, emphasizing [11C]PHNO. The focus, however, will be on PET findings in conditions including substance abuse, obesity, traumatic brain injury, schizophrenia, Parkinson's disease, and aging. Finally, there is a discussion about progress in producing next-generation selective D3R radiotracers.
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10
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Calakos KC, Hillmer AT, Angarita GA, Baldassarri SR, Najafzadeh S, Emery PR, Matuskey D, Huang Y, Cosgrove KP. Recently abstinent smokers exhibit mood-associated dopamine dysfunction in the ventral striatum compared to nonsmokers: a [11C]-(+)-PHNO PET study. Nicotine Tob Res 2021; 24:745-752. [PMID: 34628508 DOI: 10.1093/ntr/ntab208] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 10/07/2021] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Chronic nicotine exposure desensitizes dopamine responses in animals, but it is not known if this occurs in human tobacco smokers. Deficits in dopamine function are likely to make smoking cessation difficult. We used positron emission tomography (PET) brain imaging with the dopamine D2/3 receptor agonist radioligand [ 11C]-(+)-PHNO to determine if abstinent smokers exhibit less amphetamine-induced dopamine release in the ventral striatum than nonsmokers, and whether this was associated with clinical correlates of smoking cessation. METHODS Baseline [ 11C]-(+)-PHNO scans were acquired from smokers (n=22, 7 female, abstinent 11±9 days) and nonsmokers (n=20, 7 female). A subset of thirty-seven participants (18 smokers) received oral amphetamine (0.5 mg/kg) three hours before a second [ 11C]-(+)-PHNO scan. Binding potential (BPND) (i.e., D2/3 receptor availability) was estimated at baseline and post-amphetamine in the ventral striatum. Amphetamine-induced percent change in BPND was calculated to reflect dopamine release. Subjects also completed the Center for Epidemiologic Studies Depression Scale (CES-D). RESULTS There were no group differences in baseline BPND. Amphetamine-induced percent change in BPND in the ventral striatum was significantly lower in abstinent smokers compared to nonsmokers (p=0.019; d=0.82). Higher CES-D scores were significantly associated with lower ventral striatal percent change in BPND for abstinent smokers (rs=-0.627, p=0.025). CONCLUSIONS In conclusion, abstinent smokers exhibited significantly less amphetamine-induced dopamine release in the ventral striatum than nonsmokers. In abstinent smokers, worse mood was significantly associated with less striatal dopamine release. Our findings highlight a potential neural mechanism that may underlie negative mood symptoms during early abstinence. IMPLICATIONS This study combined quantitative PET imaging and an amphetamine challenge to examine striatal dopamine function during early smoking cessation attempts. The findings demonstrate that recently abstinent tobacco smokers exhibit significant, mood-associated striatal dopamine dysfunction compared to nonsmokers. This study advances our knowledge of the neurobiology underlying early quit attempts, and bridges novel neural findings with clinically relevant symptoms of smoking cessation. These results may explain the challenge of maintaining long-term abstinence from smoking, and can lend insight into the development of treatment strategies for smoking cessation.
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Affiliation(s)
- Katina C Calakos
- Interdepartmental Neuroscience Program, Yale University, New Haven, CT, USA.,Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Ansel T Hillmer
- Department of Psychiatry, Yale University, New Haven, CT, USA.,Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA.,Yale PET Center, Yale University, New Haven, CT, USA
| | | | - Stephen R Baldassarri
- Department of Internal Medicine, Section of Pulmonary, Critical Care Medicine, & Sleep Medicine, Yale University, New Haven, CT, USA
| | | | - Paul R Emery
- Yale PET Center, Yale University, New Haven, CT, USA
| | - David Matuskey
- Department of Psychiatry, Yale University, New Haven, CT, USA.,Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA.,Yale PET Center, Yale University, New Haven, CT, USA.,Department of Neurology, Yale University, New Haven, CT, USA
| | - Yiyun Huang
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA.,Yale PET Center, Yale University, New Haven, CT, USA
| | - Kelly P Cosgrove
- Department of Psychiatry, Yale University, New Haven, CT, USA.,Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA.,Department of Neuroscience, Yale University, New Haven, CT, USA
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11
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The influence of conditioned stimuli on [ 11C]-(+)-PHNO PET binding in tobacco smokers after a one week abstinence. Sci Rep 2021; 11:11667. [PMID: 34083612 PMCID: PMC8175373 DOI: 10.1038/s41598-021-90915-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 05/12/2021] [Indexed: 11/23/2022] Open
Abstract
Stimuli previously paired with drugs of dependence can produce cravings that are associated with increased dopamine (DA) levels in limbic and striatal brain areas. Positron Emission Tomography (PET) imaging with [11C]-(+)-PHNO allows for a sensitive measurement of changes in DA levels. The purpose of the present study was to investigate changes in DA levels, measured with PET imaging with [11C]-(+)-PHNO, in regions of interest in smokers who had maintained abstinence for 7–10 days. Participants (N = 10) underwent two PET scans on separate days, during which they viewed either smoking-related or neutral images, in counterbalanced order. Craving was measured with the 12-item Tobacco Craving Questionnaire (TCQ) and the Questionnaire on Smoking Urges-Brief (QSU-B). Compared to neutral cues, smoking cues did not increase craving. There were no changes in [11C]-(+)-PHNO binding in the cue condition compared to the neutral condition for most regions of interest (ventral pallidum, globus pallidus, limbic striatum, associative striatum, sensorimotor striatum). However, binding potential in the substantia nigra was greater in the smoking-cue condition, indicating decreased synaptic dopamine. There is a potential change of DA level occurring in midbrain following the presentation of smoking-related cues. However, this preliminary finding would need to be validated with a larger sample.
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12
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McCutcheon RA, Brown K, Nour MM, Smith SM, Veronese M, Zelaya F, Osugo M, Jauhar S, Hallett W, Mehta MM, Howes OD. Dopaminergic organization of striatum is linked to cortical activity and brain expression of genes associated with psychiatric illness. SCIENCE ADVANCES 2021; 7:7/24/eabg1512. [PMID: 34108214 PMCID: PMC8189589 DOI: 10.1126/sciadv.abg1512] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 04/15/2021] [Indexed: 05/02/2023]
Abstract
Dopamine signaling is constrained to discrete tracts yet has brain-wide effects on neural activity. The nature of this relationship between local dopamine signaling and brain-wide neuronal activity is not clearly defined and has relevance for neuropsychiatric illnesses where abnormalities of cortical activity and dopamine signaling coexist. Using simultaneous PET-MRI in healthy volunteers, we find strong evidence that patterns of striatal dopamine signaling and cortical blood flow (an index of local neural activity) contain shared information. This shared information links amphetamine-induced changes in gradients of striatal dopamine receptor availability to changes in brain-wide blood flow and is informed by spatial patterns of gene expression enriched for genes implicated in schizophrenia, bipolar disorder, and autism spectrum disorder. These results advance our knowledge of the relationship between cortical function and striatal dopamine, with relevance for understanding pathophysiology and treatment of diseases in which simultaneous aberrations of these systems exist.
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Affiliation(s)
- Robert A McCutcheon
- Department of Psychosis Studies, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK.
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences, Hammersmith Hospital, Imperial College London, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Kirsten Brown
- Department of Psychosis Studies, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | - Matthew M Nour
- Department of Psychosis Studies, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research University College London, London, UK
- Wellcome Centre for Human Neuroimaging, University College London, London, UK
| | - Stephen M Smith
- Oxford University Centre for Functional MRI of the Brain (FMRIB), Oxford, UK
| | - Mattia Veronese
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | - Fernando Zelaya
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | - Martin Osugo
- Department of Psychosis Studies, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences, Hammersmith Hospital, Imperial College London, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Sameer Jauhar
- Department of Psychosis Studies, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences, Hammersmith Hospital, Imperial College London, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - William Hallett
- Invicro Imaging Services, Burlington Danes Building, Du Cane Road, London, UK
| | - Mitul M Mehta
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | - Oliver D Howes
- Department of Psychosis Studies, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
- Psychiatric Imaging Group, MRC London Institute of Medical Sciences, Hammersmith Hospital, Imperial College London, London, UK
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
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13
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Matuskey D, Angarita GA, Worhunsky P, Koohsari S, Gravel P, Pittman B, Gaiser EC, Gallezot JD, Nabulsi N, Huang Y, Carson RE, Potenza MN, Malison RT. Dopamine D 2/3 receptor availability in cocaine use disorder individuals with obesity as measured by [ 11C]PHNO PET. Drug Alcohol Depend 2021; 220:108514. [PMID: 33454626 PMCID: PMC7889720 DOI: 10.1016/j.drugalcdep.2021.108514] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 12/14/2020] [Accepted: 12/14/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND Positron emission tomography (PET) work with the dopamine D3 receptor (D3R) preferring ligand [11C]PHNO in obese individuals has demonstrated higher binding and positive correlations with body mass index (BMI) in otherwise healthy individuals. These findings implicated brain reward areas including the substantia nigra/ventral tegmental area (SN/VTA) and pallidum. In cocaine use disorder (CUD), similar SN/VTA binding profiles have been found compared to healthy control subjects. This study investigates whether BMI-[11C]PHNO relationships are similar in individuals with CUD. METHODS Non-obese CUD subjects (N = 12) were compared to age-matched obese CUD subjects (N = 14). All subjects underwent [11C]PHNO acquisition using a High Resolution Research Tomograph PET scanner. Parametric images were computed using the simplified reference tissue model with cerebellum as the reference region. [11C]PHNO measures of receptor availability were calculated and expressed as non-displaceable binding potential (BPND). RESULTS In between-group analyses, D2/3R availability in non-obese and obese CUD groups was not significantly different overall. BMI was inversely correlated withBPND in the SN/VTA (r = -0.45, p = 0.02 uncorrected) in all subjects. CONCLUSION These data suggest that obesity in CUD was not associated with significant differences in D2/3R availability. This in contrast to previous findings in non-CUD individuals that found increased availability of D3Rs in the SN/VTA associated with obesity. These findings could potentially reflect dysregulation of D3R in CUD, impacting how affected individuals respond to natural stimuli such as food.
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Affiliation(s)
- David Matuskey
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States; Department of Psychiatry, Yale University, New Haven, CT, United States; Department of Neurology, Yale University, New Haven, CT, United States.
| | - Gustavo A. Angarita
- Department of Psychiatry, Yale University, New Haven, CT,Connecticut Mental Health Center, New Haven, CT
| | | | - Sheida Koohsari
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT
| | - Paul Gravel
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT
| | - Brian Pittman
- Department of Psychiatry, Yale University, New Haven, CT
| | - Edward C. Gaiser
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT
| | | | - Nabeel Nabulsi
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT
| | - Yiyun Huang
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT
| | - Richard E. Carson
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT
| | - Marc N. Potenza
- Department of Psychiatry, Yale University, New Haven, CT,Connecticut Mental Health Center, New Haven, CT.,Connecticut Council on Problem Gambling, Wethersfield, CT.,Department of Neuroscience, Yale University, New Haven, CT
| | - Robert T. Malison
- Department of Psychiatry, Yale University, New Haven, CT,Connecticut Mental Health Center, New Haven, CT
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14
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Multimodal investigation of dopamine D 2/D 3 receptors, default mode network suppression, and cognitive control in cocaine-use disorder. Neuropsychopharmacology 2021; 46:316-324. [PMID: 33007778 PMCID: PMC7852666 DOI: 10.1038/s41386-020-00874-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 08/17/2020] [Accepted: 09/17/2020] [Indexed: 12/17/2022]
Abstract
Stimulant-use disorders have been associated with lower availability of dopamine type-2 receptors (D2R) and greater availability of type-3 receptors (D3R). Links between D2R levels, cognitive performance, and suppression of the default mode network (DMN) during executive functioning have been observed in healthy and addicted populations; however, there is limited evidence regarding a potential role of elevated D3R in influencing cognitive control processes in groups with and without addictions. Sixteen individuals with cocaine-use disorder (CUD) and 16 healthy comparison (HC) participants completed [11C]-(+)-PHNO PET imaging of D2R and D3R availability and fMRI during a Stroop task of cognitive control. Independent component analysis was performed on fMRI data to assess DMN suppression during Stroop performance. In HC individuals, lower D2R-related binding in the dorsal putamen was associated with improved task performance and greater DMN suppression. By comparison, in individuals with CUD, greater D3R-related binding in the substantia nigra was associated with improved performance and greater DMN suppression. Exploratory moderated-mediation analyses indicated that DMN suppression was associated with Stroop performance indirectly through D2R in HC and D3R in CUD participants, and these indirect effects were different between groups. To our knowledge, this is the first evidence of a dissociative and potentially beneficial role of elevated D3R availability in executive functioning in cocaine-use disorder.
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15
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Naganawa M, Nabulsi N, Henry S, Matuskey D, Lin SF, Slieker L, Schwarz AJ, Kant N, Jesudason C, Ruley K, Navarro A, Gao H, Ropchan J, Labaree D, Carson RE, Huang Y. First-in-Human Assessment of 11C-LSN3172176, an M1 Muscarinic Acetylcholine Receptor PET Radiotracer. J Nucl Med 2020; 62:553-560. [PMID: 32859711 DOI: 10.2967/jnumed.120.246967] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Accepted: 07/09/2020] [Indexed: 01/25/2023] Open
Abstract
This was a first-in-human study of the PET radiotracer 11C-LSN3172176 for the muscarinic acetylcholine receptor subtype M1. The objectives of the study were to determine the appropriate kinetic model to quantify binding of the tracer to M1 receptors, and the reliability of the chosen quantification method. Methods: Six healthy subjects completed the test-retest protocol, and 5 healthy subjects completed the baseline-scopolamine blocking protocol. Multiple modeling methods were applied to calculate total distribution volume (V T) and nondisplaceable binding potential (BP ND) in various brain regions. The reference region was selected from the blocking study. The occupancy plot was applied to compute receptor occupancy by scopolamine and nondisplaceable distribution volume. Results: Tracer uptake was highest in the striatum, followed by neocortical regions and white matter, and lowest in the cerebellum. Regional time-activity curves were fitted well by all models. The 2-tissue-compartment (2TC) model fits were good, but the 2TC parameters often could not be reliably estimated. Because V T correlated well between the 2TC and 1-tissue-compartment (1TC) models after exclusion of unreliable estimates, the 1TC model was chosen as the most appropriate. The cerebellum showed the lowest V T, consistent with preclinical studies showing little to no specific binding in the region. Further, cerebellar V T did not change between baseline and blocking scans, indicating that the cerebellum is a suitable reference region. The simplified reference tissue model (SRTM) slightly underestimated 1TC BP ND, and the simplified reference tissue model 2 (SRTM2) improved BP ND estimation. An 80-min scan was sufficient to quantify V T and BP ND The test-retest study showed excellent absolute test-retest variability for 1TC V T (≤5%) and BP ND (≤10%). In the baseline and blocking studies, occupancy values were lower in the striatum than in nonstriatal regions, as may be attributed to differences in regional acetylcholine concentrations. Conclusion: The 1TC and SRTM2 models are appropriate for quantitative analysis of 11C-LSN3172176 imaging data. 11C-LSN3172176 displayed excellent test-retest reproducibility and is a highly promising ligand to quantify M1 receptors in the human brain.
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Affiliation(s)
- Mika Naganawa
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | - Nabeel Nabulsi
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | - Shannan Henry
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | - David Matuskey
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | - Shu-Fei Lin
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | | | | | - Nancy Kant
- Eli Lilly and Company, Indianapolis, Indiana
| | | | - Kevin Ruley
- Eli Lilly and Company, Indianapolis, Indiana
| | | | - Hong Gao
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | - Jim Ropchan
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | - David Labaree
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | - Richard E Carson
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
| | - Yiyun Huang
- PET Center, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; and
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16
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Abstract
Neuroimaging with positron emission tomography (PET) is the most powerful tool for understanding pharmacology, neurochemistry, and pathology in the living human brain. This technology combines high-resolution scanners to measure radioactivity throughout the human body with specific, targeted radioactive molecules, which allow measurements of a myriad of biological processes in vivo. While PET brain imaging has been active for almost 40 years, the pace of development for neuroimaging tools, known as radiotracers, and for quantitative analytical techniques has increased dramatically over the past decade. Accordingly, the fundamental questions that can be addressed with PET have expanded in basic neurobiology, psychiatry, neurology, and related therapeutic development. In this review, we introduce the field of human PET neuroimaging, some of its conceptual underpinnings, and motivating questions. We highlight some of the more recent advances in radiotracer development, quantitative modeling, and applications of PET to the study of the human brain.
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Affiliation(s)
- Jacob M Hooker
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts 02129, USA;
| | - Richard E Carson
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut 06520, USA;
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17
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Girgis RR, Forbes A, Abi-Dargham A, Slifstein M. A positron emission tomography occupancy study of brexpiprazole at dopamine D 2 and D 3 and serotonin 5-HT 1A and 5-HT 2A receptors, and serotonin reuptake transporters in subjects with schizophrenia. Neuropsychopharmacology 2020; 45:786-792. [PMID: 31847007 PMCID: PMC7075883 DOI: 10.1038/s41386-019-0590-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 11/20/2019] [Accepted: 12/05/2019] [Indexed: 11/09/2022]
Abstract
The objective of this study (NCT01854944) was to assess D2/D3, 5-HT1A, 5-HT2A and serotonin transporter (SERT) occupancies of brexpiprazole in adult subjects with schizophrenia in order to identify the in vivo pharmacologic profile that may be relevant to the antipsychotic, antidepressant, and side effect profiles of the drug. Subjects were grouped into three independent cohorts of four subjects each. All subjects underwent positron emission tomography (PET) scans with two different radiotracers at baseline prior to brexpiprazole administration, and again on Day 10 after daily doses of either 4 mg (Cohorts 1 and 2), or 1 mg (Cohort 3). Cohort 1 received scans with [11C]-(+)-PHNO to measure D2 and D3 receptor occupancy and [11C]CUMI101 to measure 5-HT1A occupancy; Cohort 2 received [11C]MDL100907 for 5-HT2A occupancy and [11C]DASB for SERT occupancy; Cohort 3 underwent scanning with [11C]-(+)-PHNO and [11C]MDL100907. Five female and seven male subjects, aged 42 ± 8 years (range, 28-55 years), participated in this study. Dose dependency was observed at D2 receptors, with occupancies reaching 64 ± 8% (mean +/- SD) following 1 mg/day and 80 ± 12% following 4 mg/day. D3 receptor availability increased following 1 mg brexpiprazole treatment and did not change with 4 mg. Robust and dose-related occupancy was also observed at 5-HT2A receptors. Negligible occupancy (<5%) was observed at 5-HT1A and SERT at 4 mg/day. In summary, brexpiprazole demonstrated in vivo binding to D2 receptors and 5-HT2A receptors at steady state after 10 days of daily administration in a dose dependent manner, while binding to D3, 5-HT1A receptors and SERT was not detectable with the radiotracers used for these targets. This pharmacologic profile is consistent with the observed antipsychotic and antidepressant effects.
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Affiliation(s)
- Ragy R Girgis
- New York State Psychiatric Institute, Columbia University Irving Medical Center, New York, NY, USA.
| | - Andy Forbes
- Otsuka Pharmaceutical Development & Commercialization Inc., Princeton, NJ, USA
| | - Anissa Abi-Dargham
- Department of Psychiatry, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Mark Slifstein
- Department of Psychiatry, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
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18
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Smart K, Gallezot JD, Nabulsi N, Labaree D, Zheng MQ, Huang Y, Carson RE, Hillmer AT, Worhunsky PD. Separating dopamine D 2 and D 3 receptor sources of [ 11C]-(+)-PHNO binding potential: Independent component analysis of competitive binding. Neuroimage 2020; 214:116762. [PMID: 32201327 DOI: 10.1016/j.neuroimage.2020.116762] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 01/30/2020] [Accepted: 03/16/2020] [Indexed: 12/13/2022] Open
Abstract
Development of medications selective for dopamine D2 or D3 receptors is an active area of research in numerous neuropsychiatric disorders including addiction and Parkinson's disease. The positron emission tomography (PET) radiotracer [11C]-(+)-PHNO, an agonist that binds with high affinity to both D2 and D3 receptors, has been used to estimate relative receptor subtype occupancy by drugs based on a priori knowledge of regional variation in the expression of D2 and D3 receptors. The objective of this work was to use a data-driven independent component analysis (ICA) of receptor blocking scans to separate D2-and D3-related signal in [11C]-(+)-PHNO binding data in order to improve the precision of subtype specific measurements of binding and occupancy. Eight healthy volunteers underwent [11C]-(+)-PHNO PET scans at baseline and at two time points following administration of the D3-preferring antagonist ABT-728 (150-1000 mg). Parametric binding potential (BPND) images were analyzed as four-dimensional image series using ICA to extract two independent sources of variation in [11C]-(+)-PHNO BPND. Spatial source maps for each component were consistent with respective regional patterns of D2-and D3-related binding. ICA-derived occupancy estimates from each component were similar to D2-and D3-specific occupancy estimated from a region-based approach (intraclass correlation coefficients > 0.95). ICA-derived estimates of D3 receptor occupancy improved quality of fit to a single site binding model. Furthermore, ICA-derived estimates of the regional fraction of [11C]-(+)-PHNO binding related to D3 receptors was generated for each subject and values showed good agreement with region-based model estimates and prior literature values. In summary, ICA successfully separated D2-and D3-related components of the [11C]-(+)-PHNO binding signal, establishing this approach as a powerful data-driven method to quantify distinct biological features from PET data composed of mixed data sources.
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Affiliation(s)
- Kelly Smart
- Yale PET Center, Yale School of Medicine, New Haven, CT, USA
| | | | - Nabeel Nabulsi
- Yale PET Center, Yale School of Medicine, New Haven, CT, USA
| | - David Labaree
- Yale PET Center, Yale School of Medicine, New Haven, CT, USA
| | | | - Yiyun Huang
- Yale PET Center, Yale School of Medicine, New Haven, CT, USA
| | | | - Ansel T Hillmer
- Yale PET Center, Yale School of Medicine, New Haven, CT, USA; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
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19
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Matuskey D, Tinaz S, Wilcox KC, Naganawa M, Toyonaga T, Dias M, Henry S, Pittman B, Ropchan J, Nabulsi N, Suridjan I, Comley RA, Huang Y, Finnema SJ, Carson RE. Synaptic Changes in Parkinson Disease Assessed with in vivo Imaging. Ann Neurol 2020; 87:329-338. [PMID: 31953875 PMCID: PMC7065227 DOI: 10.1002/ana.25682] [Citation(s) in RCA: 119] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 01/13/2020] [Accepted: 01/14/2020] [Indexed: 01/01/2023]
Abstract
OBJECTIVE Parkinson disease is characterized by motor and nonmotor symptoms, reduced striatal dopamine signaling, and loss of dopamine neurons in the substantia nigra. It is now known that the pathological process in Parkinson disease may begin decades before the clinical diagnosis and include a variety of neuronal alterations in addition to the dopamine system. METHODS This study examined the density of all synapses with synaptic vesicle glycoprotein 2A (SV2A) in Parkinson disease subjects with mild bilateral disease (n = 12) and matched normal controls (n = 12) using in vivo high-resolution positron emission tomographic imaging as well as postmortem autoradiography in an independent sample with Parkinson disease (n = 15) and normal controls (n = 13) in the substantia nigra and putamen. RESULTS A group-by-brain region interaction effect (F10, 22 = 3.52, p = 0.007) was observed in the primary brain areas with in vivo SV2A binding. Post hoc analyses revealed that the Parkinson disease group exhibited lower SV2A in the substantia nigra (-45%; p < 0.001), red nucleus (-31%; p = 0.03), and locus coeruleus (-17%; p = 0.03). Exploratory analyses also revealed lower SV2A binding in clinically relevant cortical areas. Using autoradiography, we confirmed lower SV2A in the substantia nigra (-17%; p < 0.005) and nonsignificant findings in the putamen (-4%; p = 0.06). INTERPRETATION This work provides the first evidence of synaptic loss in brainstem nuclei involved in the pathogenesis of Parkinson disease in living patients. SV2A imaging holds promise for understanding synaptic changes central to the disease. Ann Neurol 2020;87:329-338.
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Affiliation(s)
- David Matuskey
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
- Department of PsychiatryYale UniversityNew HavenCT
- Department of NeurologyYale UniversityNew HavenCT
| | - Sule Tinaz
- Department of NeurologyYale UniversityNew HavenCT
| | - Kyle C. Wilcox
- Translational ImagingIntegrated Science and TechnologyAbbVieNorth ChicagoIL
| | - Mika Naganawa
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
| | - Takuya Toyonaga
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
| | - Mark Dias
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
| | - Shannan Henry
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
| | | | - Jim Ropchan
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
| | - Nabeel Nabulsi
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
| | - Ivonne Suridjan
- Translational ImagingIntegrated Science and TechnologyAbbVieNorth ChicagoIL
| | - Robert A. Comley
- Translational ImagingIntegrated Science and TechnologyAbbVieNorth ChicagoIL
| | - Yiyun Huang
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
| | - Sjoerd J. Finnema
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
- Translational ImagingIntegrated Science and TechnologyAbbVieNorth ChicagoIL
| | - Richard E. Carson
- Positron Emission Tomography Research Center, Department of Radiology and Biomedical ImagingYale UniversityNew HavenCT
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20
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Slifstein M, Abi-Dargham A, Girgis RR, Suckow RF, Cooper TB, Divgi CR, Sokoloff P, Leriche L, Carberry P, Oya S, Joseph SK, Guiraud M, Montagne A, Brunner V, Gaudoux F, Tonner F. Binding of the D3-preferring antipsychotic candidate F17464 to dopamine D3 and D2 receptors: a PET study in healthy subjects with [ 11C]-(+)-PHNO. Psychopharmacology (Berl) 2020; 237:519-527. [PMID: 31773210 DOI: 10.1007/s00213-019-05387-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 10/31/2019] [Indexed: 10/25/2022]
Abstract
RATIONALE F17464, a dopamine D3 receptor antagonist with relatively high D3 selectivity (70 fold vs D2 in vitro), exhibits an antipsychotic profile in preclinical studies, and therapeutic efficacy was demonstrated in a randomized placebo-controlled clinical trial in patients with schizophrenia (Bitter et al. Neuropsychopharmacology 44(11):1917-1924, 2019). OBJECTIVE This open-label study in healthy male subjects aimed at characterizing F17464 binding to D3/D2 receptors and the time course of receptor occupancy using positron emission tomography (PET) imaging with a D3-preferring tracer, [11C]-(+)-PHNO. METHODS PET scans were performed at baseline and following a single 30 mg or 15 mg dose of F17464 (3 subjects/dose), and blood samples were collected for pharmacokinetic analysis. Receptor occupancy was calculated based upon reduction in binding potential of the tracer following F17464 administration. The relationship between plasma F17464 concentration and D3/D2 receptor occupancy was modeled and the plasma concentration corresponding to 50% receptor occupancy (EC50) calculated. RESULTS Both doses of F17464 robustly blocked [11C]-(+)-PHNO D3 receptor binding, with substantial occupancy from 1 h post-administration, which increased at 6-9 h (89-98% and 79-87% for the 30 mg and 15 mg groups, respectively) and remained detectable at 22 h. In contrast, D2 binding was only modestly blocked at all time points (< 18%). F17464 exhibited a combination of rapid peripheral kinetics and hysteresis (persistence of binding 22 h post-dose despite low plasma concentration). The best estimate of the EC50 was 19 ng ml-1 (~ 40 nM). CONCLUSION Overall, F17464 was strongly D3-selective in healthy volunteers, a unique profile for an antipsychotic candidate drug.
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Affiliation(s)
- Mark Slifstein
- Renaissance School of Medicine, Stony Brook University, Stony Brook, New York, 11794, USA. .,Department of Psychiatry, Renaissance School of Medicine, Stony Brook University, HSC T-10-087I Stony Brook, New York, 11794, USA.
| | - Anissa Abi-Dargham
- Renaissance School of Medicine, Stony Brook University, Stony Brook, New York, 11794, USA
| | - Ragy R Girgis
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.,Columbia University College of Physicians & Surgeons, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Raymond F Suckow
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Thomas B Cooper
- Nathan Kline Research Institute, 140 Old Orangeburg Road, Orangeburg, New York, NY, 10962, USA
| | - Chaitanya R Divgi
- Columbia University Medical Center Kreitchman PET Center, 772 W 168 Street, R-114, New York, NY, 10032, USA
| | | | - Ludovic Leriche
- Institut de Recherche Pierre Fabre (IRPF), 3 avenue Hubert Curien, 31100, Toulouse, France
| | - Patrick Carberry
- Columbia University Medical Center Kreitchman PET Center, 772 W 168 Street, R-114, New York, NY, 10032, USA
| | - Shunichi Oya
- Columbia University Medical Center Kreitchman PET Center, 772 W 168 Street, R-114, New York, NY, 10032, USA
| | - Simon K Joseph
- Columbia University Medical Center Kreitchman PET Center, 772 W 168 Street, R-114, New York, NY, 10032, USA
| | - Marlène Guiraud
- Institut de Recherche Pierre Fabre (IRPF), 3 avenue Hubert Curien, 31100, Toulouse, France
| | - Agnès Montagne
- Institut de Recherche Pierre Fabre (IRPF), 3 avenue Hubert Curien, 31100, Toulouse, France
| | | | - Florence Gaudoux
- Institut de Recherche Pierre Fabre (IRPF), 3 avenue Hubert Curien, 31100, Toulouse, France
| | - Françoise Tonner
- Institut de Recherche Pierre Fabre (IRPF), 3 avenue Hubert Curien, 31100, Toulouse, France
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21
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Gallezot JD, Lu Y, Naganawa M, Carson RE. Parametric Imaging With PET and SPECT. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES 2020. [DOI: 10.1109/trpms.2019.2908633] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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22
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Gobbi L, Mercier J, Bang-Andersen B, Nicolas JM, Reilly J, Wagner B, Whitehead D, Briard E, Maguire RP, Borroni E, Auberson YP. A Comparative Study of in vitro Assays for Predicting the Nonspecific Binding of PET Imaging Agents in vivo. ChemMedChem 2019; 15:585-592. [PMID: 31797561 DOI: 10.1002/cmdc.201900608] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 11/27/2019] [Indexed: 01/23/2023]
Abstract
Nonspecific binding (NSB) is a key parameter in optimizing PET imaging tracers. We compared the ability to predict NSB of three available methods: LIMBA, rat fu,brain , and CHI(IAM). Even though NSB is often associated with lipophilicity, we observed that logD does not correlate with any of these assays, clearly indicating that lipophilicity, while influencing NSB, is insufficient to predict it. A cross-comparison of the methods showed that all three correlate and are useful predictors of NSB. The three assays, however, rank the molecules slightly differently, illustrating the challenge of comparing molecules within a narrow chemical space. We also noted that CHI(IAM) values more effectively predict VNS , a measure of in vivo NSB in the human brain. CHI(IAM) measurements might be a closer model of the actual physicochemical interaction between PET tracer candidates and cell membranes, and seems to be the method of choice for the optimization of in vivo NSB.
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Affiliation(s)
- Luca Gobbi
- Pharma Research and Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd., 4070, Basel, Switzerland
| | - Joël Mercier
- UCB Early Solutions, UCB Biopharma sprl, 1420, Braine-l'Alleud, Belgium
| | - Benny Bang-Andersen
- Molecular Discovery and Innovation, H. Lundbeck A/S, 9 Ottiliavej, 2500, Valby, Denmark
| | | | - John Reilly
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Fabrikstrasse 2, 4056, Basel, Switzerland
| | - Björn Wagner
- Pharma Research and Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd., 4070, Basel, Switzerland
| | - David Whitehead
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Fabrikstrasse 2, 4056, Basel, Switzerland
| | - Emmanuelle Briard
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Fabrikstrasse 2, 4056, Basel, Switzerland
| | - R Paul Maguire
- UCB Early Solutions, UCB Biopharma sprl, 1420, Braine-l'Alleud, Belgium
| | - Edilio Borroni
- Pharma Research and Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd., 4070, Basel, Switzerland
| | - Yves P Auberson
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Fabrikstrasse 2, 4056, Basel, Switzerland
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23
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Caravaggio F, Worhunsky P, Graff-Guerrero A, Matuskey D. Further in vivo characterization of [ 11 C]-(+)-PHNO uptake into a retina-like region of interest in humans. Synapse 2019; 74:e22135. [PMID: 31553807 DOI: 10.1002/syn.22135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 09/20/2019] [Indexed: 11/12/2022]
Abstract
The neurotransmitter dopamine is present in the retina and is involved in several modulatory functions. Unlike in rodents, dopamine D3 receptors are expressed in the retina of humans. Recently, uptake of the D3 receptor-preferring radiotracer [11 C]-(+)-PHNO has been observed in a retina-like region of interest (ROI) in humans. Here, we attempted to quantify [11 C]-(+)-PHNO uptake into this ROI using an independent sample, employing an extended scan acquisition time (120 min) and arterial kinetic modeling. Data from 14 healthy controls were analyzed (Mean Age: 38.41 ± 9.55, 3 female), 8 of which provided arterial line input function data (Mean Age: 41.07 ± 7.82, 3 female). Using Ichise's multilinear analysis (MA1) method, it was possible to quantify the volume of distribution (VT ) of [11 C]-(+)-PHNO in this retina-like region (Mean VT = 13.56 ± 3.52; Mean χ2 = 2.08 ± 2.20). Notably, the shape of the time activity curve resembled closely that of the globus pallidus. Moreover, the VT values in the retina correlated well with binding potential (BPND ) values calculated using the simplified reference tissue model (Mean BPND = 2.11 ± .94; Mean χ2 = 5.76 ± 2.56), employing the cerebellum as the reference region (r = .76, r2 = .58). In summary, we provide evidence that the in vivo uptake of [11 C]-(+)-PHNO into a retina-like ROI in humans can be quantified using both arterial blood sampling (VT ) and simplified reference tissue methods (BPND ).
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Affiliation(s)
- Fernando Caravaggio
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Patrick Worhunsky
- Department of Psychiatry, Yale University, New Haven, Connecticut, USA
| | - Ariel Graff-Guerrero
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - David Matuskey
- Department of Psychiatry, Yale University, New Haven, Connecticut, USA.,PET Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut, USA.,Department of Neurology, Yale University, New Haven, Connecticut, USA
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24
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Finnema SJ, Nabulsi NB, Mercier J, Lin SF, Chen MK, Matuskey D, Gallezot JD, Henry S, Hannestad J, Huang Y, Carson RE. Kinetic evaluation and test-retest reproducibility of [ 11C]UCB-J, a novel radioligand for positron emission tomography imaging of synaptic vesicle glycoprotein 2A in humans. J Cereb Blood Flow Metab 2018; 38:2041-2052. [PMID: 28792356 PMCID: PMC6259313 DOI: 10.1177/0271678x17724947] [Citation(s) in RCA: 150] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Revised: 07/07/2017] [Accepted: 07/09/2017] [Indexed: 11/15/2022]
Abstract
Synaptic vesicle glycoprotein 2A (SV2A) is ubiquitously present in presynaptic terminals. Here we report kinetic modeling and test-retest reproducibility assessment of the SV2A positron emission tomography (PET) radioligand [11C]UCB-J in humans. Five volunteers were examined twice on the HRRT after bolus injection of [11C]UCB-J. Arterial blood samples were collected for measurements of radiometabolites and free fraction. Regional time-activity curves were analyzed with 1-tissue (1T) and 2-tissue (2T) compartment models to estimate volumes of distribution ( VT). Parametric maps were generated using the 1T model. [11C]UCB-J metabolized fairly quickly, with parent fraction of 36 ± 13% at 15 min after injection. Plasma free fraction was 32 ± 1%. Regional time-activity curves displayed rapid kinetics and were well described by the 1T model, except for the cerebellum and hippocampus. VT values estimated with the 2T model were similar to 1T values. Parametric maps were of high quality and VT values correlated well with time activity curve (TAC)-based estimates. Shortening of acquisition time from 120 min to 60 min had a negligible effect on VT values. The mean absolute test-retest reproducibility for VT was 3-9% across regions. In conclusion, [11C]UCB-J exhibited excellent PET tracer characteristics and has potential as a general purpose tool for measuring synaptic density in neurodegenerative disorders.
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Affiliation(s)
- Sjoerd J Finnema
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
| | - Nabeel B Nabulsi
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
| | | | - Shu-fei Lin
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
| | - Ming-Kai Chen
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
| | - David Matuskey
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
| | - Jean-Dominique Gallezot
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
| | - Shannan Henry
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
| | | | - Yiyun Huang
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
| | - Richard E Carson
- Department of Radiology and Biomedical
Imaging, Yale Positron Emission Tomography Center,
Yale
University, New Haven, CT, USA
- Department of Biomedical Engineering,
Yale
University, New Haven, CT, USA
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25
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Tseng HH, Watts JJ, Kiang M, Suridjan I, Wilson AA, Houle S, Rusjan PM, Mizrahi R. Nigral Stress-Induced Dopamine Release in Clinical High Risk and Antipsychotic-Naïve Schizophrenia. Schizophr Bull 2018; 44:542-551. [PMID: 29036383 PMCID: PMC5890468 DOI: 10.1093/schbul/sbx042] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Background Striatal dopamine (DA) synthesis capacity and release are elevated in schizophrenia (SCZ) and its putative prodrome, the clinical high risk (CHR) state. Striatal DA function results from the activity of midbrain DA neurons projecting mainly from the substantia nigra (SN). Elevated stress-induced DA release in SCZ and CHR was observed in the striatum; however, whether it is also elevated in the SN is unclear. The current study aims to determine whether nigral DA release in response to a validated stress task is altered in CHR and in antipsychotic-naïve SCZ. Further, we explore how DA release in the SN and striatum might be related. Methods 24 CHR subjects, 9 antipsychotic-naïve SCZ and 25 healthy volunteers (HV) underwent 2 positron emission tomography (PET) scans using the DA D2/3 agonist radiotracer, [11C]-(+)-PHNO, which allows simultaneous investigations of DA in the SN and striatum. Psychosocial stress-induced DA release was estimated as the percentage differences in BPND (%[11C]-(+)-PHNO displacement) between stress and sensory-motor control sessions. Results We observed a significant diagnostic group by session interaction, such that SCZ exhibited greater stress-induced [11C]-(+)-PHNO % displacement (25.90% ± 32.2%; mean ± SD), as compared to HVs (-10.94% ± 27.1%). Displacement in CHRs (-1.13% ± 32.2%) did not differ significantly from either HV or SCZ. Conclusion Our findings suggest that elevated nigral DA responsiveness to stress is observed in antipsychotic-naïve SCZ.
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Affiliation(s)
- Huai-Hsuan Tseng
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Jeremy J Watts
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Michael Kiang
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Ivonne Suridjan
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Alan A Wilson
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Sylvain Houle
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Pablo M Rusjan
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Romina Mizrahi
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
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26
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Caravaggio F, Fervaha G, Browne CJ, Gerretsen P, Remington G, Graff-Guerrero A. Reward motivation in humans and its relationship to dopamine D 2/3 receptor availability: A pilot study with dual [ 11C]-raclopride and [ 11C]-(+)-PHNO imaging. J Psychopharmacol 2018; 32:357-366. [PMID: 29442593 DOI: 10.1177/0269881118756059] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Rodent studies suggest that dopamine signaling at D2/3 receptors in the ventral striatum is critical for reward motivation. Whether this is also true in humans is unclear. Positron emission tomography studies in healthy humans have generally not observed a relationship between D2/3 receptor availability in the ventral striatum and motivation. We developed the "mounting-effort for reward task" to assess high motivational demand for (a) gaining money (CS+), (b) losing money or avoiding electric shock (CS-), and (c) non-reward (Neutral). Receipt was contingent on participants making sufficient button responses relative to a "reward-threshold" determined by prior motor performance. This reward-threshold was dynamically increased if surpassed, making the task increasingly more difficult on every trial. The mounting-effort for reward task was preliminarily validated in 29 healthy volunteers (mean age: 25.83±3.58; 15 female). In this sample, %CS+ and %CS- significantly correlated with different dimensions of self-reported apathy. In a sub-sample of eight healthy volunteers (mean age: 25.75±1.91; four female), the mounting-effort for reward task demonstrated good test-retest reliability (%variance: 0.20-2.61%). Seven healthy male volunteers (mean age: 31.14±5.43) completed the mounting-effort for reward task and provided both [11C]-raclopride and [11C]-(+)-PHNO PET scans to assess D2/3 receptor availability. %CS+ and %CS- were positively correlated with [11C]-raclopride binding in the dorsal striatum. %CS+, %Cs-, and %Neutral were positively correlated with [11C]-(+)-PHNO binding in the globus pallidus. Thus, increased expression of D2 receptors in the dorsal striatum, and D3 receptors in the globus pallidus, may be related to motivation for rewards. Larger positron emission tomography studies are required to formally validate the mounting-effort for reward task and replicate our pilot findings.
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Affiliation(s)
- Fernando Caravaggio
- 1 Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Canada.,2 Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Gagan Fervaha
- 2 Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Caleb J Browne
- 3 Department of Psychology, University of Toronto, Toronto, Canada.,4 Section of Biopsychology, Centre for Addiction and Mental Health, Toronto, Canada
| | - Philip Gerretsen
- 1 Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Canada.,2 Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Gary Remington
- 1 Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Canada.,2 Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Ariel Graff-Guerrero
- 1 Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Canada.,2 Department of Psychiatry, University of Toronto, Toronto, Canada
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27
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Finnema SJ, Nabulsi NB, Eid T, Detyniecki K, Lin SF, Chen MK, Dhaher R, Matuskey D, Baum E, Holden D, Spencer DD, Mercier J, Hannestad J, Huang Y, Carson RE. Imaging synaptic density in the living human brain. Sci Transl Med 2017; 8:348ra96. [PMID: 27440727 DOI: 10.1126/scitranslmed.aaf6667] [Citation(s) in RCA: 341] [Impact Index Per Article: 42.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 06/24/2016] [Indexed: 12/26/2022]
Abstract
Chemical synapses are the predominant neuron-to-neuron contact in the central nervous system. Presynaptic boutons of neurons contain hundreds of vesicles filled with neurotransmitters, the diffusible signaling chemicals. Changes in the number of synapses are associated with numerous brain disorders, including Alzheimer's disease and epilepsy. However, all current approaches for measuring synaptic density in humans require brain tissue from autopsy or surgical resection. We report the use of the synaptic vesicle glycoprotein 2A (SV2A) radioligand [(11)C]UCB-J combined with positron emission tomography (PET) to quantify synaptic density in the living human brain. Validation studies in a baboon confirmed that SV2A is an alternative synaptic density marker to synaptophysin. First-in-human PET studies demonstrated that [(11)C]UCB-J had excellent imaging properties. Finally, we confirmed that PET imaging of SV2A was sensitive to synaptic loss in patients with temporal lobe epilepsy. Thus, [(11)C]UCB-J PET imaging is a promising approach for in vivo quantification of synaptic density with several potential applications in diagnosis and therapeutic monitoring of neurological and psychiatric disorders.
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Affiliation(s)
- Sjoerd J Finnema
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA.
| | - Nabeel B Nabulsi
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA
| | - Tore Eid
- Department of Laboratory Medicine, Yale University, New Haven, CT 06520, USA
| | - Kamil Detyniecki
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Shu-Fei Lin
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA
| | - Ming-Kai Chen
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA
| | - Roni Dhaher
- Department of Laboratory Medicine, Yale University, New Haven, CT 06520, USA
| | - David Matuskey
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA
| | - Evan Baum
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA
| | - Daniel Holden
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA
| | - Dennis D Spencer
- Department of Neurosurgery, Yale University, New Haven, CT 06520, USA
| | | | | | - Yiyun Huang
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA
| | - Richard E Carson
- Yale Positron Emission Tomography Center, Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06520, USA. Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA
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28
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Thiruchselvam T, Wilson AA, Boileau I, Le Foll B. A Preliminary Investigation of the Effect of Acute Alcohol on Dopamine Transmission as Assessed by [ 11 C]-(+)-PHNO. Alcohol Clin Exp Res 2017; 41:1112-1119. [PMID: 28421623 DOI: 10.1111/acer.13403] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 04/10/2017] [Indexed: 12/17/2022]
Abstract
BACKGROUND Previous positron emission tomography (PET) studies exploring the effect of acute alcohol on dopamine (DA) levels have yielded inconsistent results, with only some studies suggesting increased synaptic DA levels after an alcohol challenge. The D2 /D3 agonist radiotracer, [11 C]-(+)-propyl-hexahydro-naphtho-oxazin ([11 C]-(+)-PHNO), has greater sensitivity to synaptic DA fluctuation than previously used antagonist radiotracers and is in principle more suitable for imaging alcohol-induced changes in DA. Its high affinity for the D3 receptor also enables measuring changes in D3 -rich brain areas which have previously been unexplored. The aim of this study was to investigate whether alcohol reduces [11 C]-(+)-PHNO binding in the striatum and in D3 -rich extra-striatal areas. METHODS Eight healthy drinkers underwent 2 [11 C]-(+)-PHNO PET scans following alcohol and placebo in a randomized, single-blind, crossover design. [11 C]-(+)-PHNO binding in the striatum and in the extra-striatal regions were compared between the 2 scans. RESULTS Acute alcohol administration did not significantly reduce [11 C]-(+)-PHNO binding in either the limbic striatum (d = 0.64), associative striatum (d < 0.20), or the sensorimotor striatum (d < 0.15). Similarly, there were no changes in binding in the D3 -rich areas of the ventral pallidum (d = 0.53), substantia nigra (d < 0.15), or globus pallidus (d < 0.15). However, greater percent change in [11 C]-(+)-PHNO binding (ΔBPND ) between scans was related to lower blood alcohol levels. CONCLUSIONS Using the agonist radiotracer, [11 C]-(+)-PHNO, our preliminary findings suggest that alcohol is not associated with robust changes in tracer binding in striatal or extra-striatal regions. However, we found that changes in [11 C]-(+)-PHNO binding following alcohol are dependent on blood alcohol levels suggesting that increases in DA may occur at lower stimulating doses. The effect of lower doses of alcohol on DA warrants further investigation in a larger study.
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Affiliation(s)
- Thulasi Thiruchselvam
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Alan A Wilson
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Isabelle Boileau
- Addiction Imaging Research Group, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Bernard Le Foll
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Alcohol Research and Treatment Clinic, Addiction Medicine Services, Ambulatory Care and Structured Treatments, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Pharmacology, University of Toronto, Toronto, Ontario, Canada.,Division of Brain and Therapeutics, Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
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29
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Gallezot JD, Planeta B, Nabulsi N, Palumbo D, Li X, Liu J, Rowinski C, Chidsey K, Labaree D, Ropchan J, Lin SF, Sawant-Basak A, McCarthy TJ, Schmidt AW, Huang Y, Carson RE. Determination of receptor occupancy in the presence of mass dose: [ 11C]GSK189254 PET imaging of histamine H 3 receptor occupancy by PF-03654746. J Cereb Blood Flow Metab 2017; 37:1095-1107. [PMID: 27207170 PMCID: PMC5363483 DOI: 10.1177/0271678x16650697] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Measurements of drug occupancies using positron emission tomography (PET) can be biased if the radioligand concentration exceeds "tracer" levels. Negative bias would also arise in successive PET scans if clearance of the radioligand is slow, resulting in a carryover effect. We developed a method to (1) estimate the in vivo dissociation constant Kd of a radioligand from PET studies displaying a non-tracer carryover (NTCO) effect and (2) correct the NTCO bias in occupancy studies taking into account the plasma concentration of the radioligand and its in vivo Kd. This method was applied in a study of healthy human subjects with the histamine H3 receptor radioligand [11C]GSK189254 to measure the PK-occupancy relationship of the H3 antagonist PF-03654746. From three test/retest studies, [11C]GSK189254 Kd was estimated to be 9.5 ± 5.9 pM. Oral administration of 0.1 to 4 mg of PF-03654746 resulted in occupancy estimates of 71%-97% and 30%-93% at 3 and 24 h post-drug, respectively. NTCO correction adjusted the occupancy estimates by 0%-15%. Analysis of the relationship between corrected occupancies and PF-03654746 plasma levels indicated that PF-03654746 can fully occupy H3 binding sites ( ROmax = 100%), and its IC50 was estimated to be 0.144 ± 0.010 ng/mL. The uncorrected IC50 was 26% higher.
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Affiliation(s)
| | - Beata Planeta
- 1 Yale PET Center, Yale University, New Haven, CT, USA
| | | | - Donna Palumbo
- 2 Pfizer Worldwide Research and Development, Cambridge, MA, USA
| | - Xiaoxi Li
- 2 Pfizer Worldwide Research and Development, Cambridge, MA, USA
| | - Jing Liu
- 2 Pfizer Worldwide Research and Development, Cambridge, MA, USA
| | | | - Kristin Chidsey
- 2 Pfizer Worldwide Research and Development, Cambridge, MA, USA
| | - David Labaree
- 1 Yale PET Center, Yale University, New Haven, CT, USA
| | - Jim Ropchan
- 1 Yale PET Center, Yale University, New Haven, CT, USA
| | - Shu-Fei Lin
- 1 Yale PET Center, Yale University, New Haven, CT, USA
| | | | | | - Anne W Schmidt
- 2 Pfizer Worldwide Research and Development, Cambridge, MA, USA
| | - Yiyun Huang
- 1 Yale PET Center, Yale University, New Haven, CT, USA
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30
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Worhunsky PD, Matuskey D, Gallezot JD, Gaiser EC, Nabulsi N, Angarita GA, Calhoun VD, Malison RT, Potenza MN, Carson RE. Regional and source-based patterns of [ 11C]-(+)-PHNO binding potential reveal concurrent alterations in dopamine D 2 and D 3 receptor availability in cocaine-use disorder. Neuroimage 2017; 148:343-351. [PMID: 28110088 DOI: 10.1016/j.neuroimage.2017.01.045] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Revised: 12/01/2016] [Accepted: 01/18/2017] [Indexed: 01/09/2023] Open
Abstract
Dopamine type 2 and type 3 receptors (D2R/D3R) appear critical to addictive disorders. Cocaine-use disorder (CUD) is associated with lower D2R availability and greater D3R availability in regions primarily expressing D2R or D3R concentrations, respectively. However, these CUD-related alterations in D2R and D3R have not been concurrently detected using available dopaminergic radioligands. Furthermore, receptor availability in regions of mixed D2R/D3R concentration in CUD remains unclear. The current study aimed to extend investigations of CUD-related alterations in D2R and D3R availability using regional and source-based analyses of [11C]-(+)-PHNO positron emission tomography (PET) of 26 individuals with CUD and 26 matched healthy comparison (HC) participants. Regional analysis detected greater binding potential (BPND) in CUD in the midbrain, consistent with prior [11C]-(+)-PHNO research, and lower BPND in CUD in the dorsal striatum, consistent with research using non-selective D2R/D3R radiotracers. Exploratory independent component analysis (ICA) identified three sources of BPND (striatopallidal, pallidonigral, and mesoaccumbens sources) that represent systems of brain regions displaying coherent variation in receptor availability. The striatopallidal source was associated with estimates of regional D2R-related proportions of BPND (calculated using independent reports of [11C]-(+)-PHNO receptor binding fractions), was lower in intensity in CUD and negatively associated with years of cocaine use. By comparison, the pallidonigral source was associated with estimates of regional D3R distribution, was greater in intensity in CUD and positively associated with years of cocaine use. The current study extends previous D2R/D3R research in CUD, demonstrating both lower BPND in the D2R-rich dorsal striatum and greater BPND in the D3R-rich midbrain using a single radiotracer. In addition, exploratory ICA identified sources of [11C]-(+)-PHNO BPND that were correlated with regional estimates of D2R-related and D3R-related proportions of BPND, were consistent with regional differences in CUD, and suggest receptor alterations in CUD may also be present in regions of mixed D2R/D3R concentration.
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Affiliation(s)
- Patrick D Worhunsky
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
| | - David Matuskey
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | | | - Edward C Gaiser
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Nabeel Nabulsi
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | | | - Vince D Calhoun
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA; Department of Electrical & Computer Engineering, University of New Mexico, Albuquerque, NM, USA; The Mind Research Network, Albuquerque, NM, USA
| | - Robert T Malison
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Marc N Potenza
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA; Child Study Center, Yale School of Medicine, New Haven, CT, USA; Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA; National Center on Addiction and Substance Abuse, Yale School of Medicine, New Haven, CT, USA
| | - Richard E Carson
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
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31
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van de Giessen E, Weinstein JJ, Cassidy CM, Haney M, Dong Z, Ghazzaoui R, Ojeil N, Kegeles LS, Xu X, Vadhan NP, Volkow ND, Slifstein M, Abi-Dargham A. Deficits in striatal dopamine release in cannabis dependence. Mol Psychiatry 2017; 22:68-75. [PMID: 27001613 PMCID: PMC5033654 DOI: 10.1038/mp.2016.21] [Citation(s) in RCA: 93] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Revised: 01/29/2016] [Accepted: 02/02/2016] [Indexed: 12/13/2022]
Abstract
Most drugs of abuse lead to a general blunting of dopamine release in the chronic phase of dependence, which contributes to poor outcome. To test whether cannabis dependence is associated with a similar dopaminergic deficit, we examined striatal and extrastriatal dopamine release in severely cannabis-dependent participants (CD), free of any comorbid conditions, including nicotine use. Eleven CD and 12 healthy controls (HC) completed two positron emission tomography scans with [11C]-(+)-PHNO, before and after oral administration of d-amphetamine. CD stayed inpatient for 5-7 days prior to the scans to standardize abstinence. Magnetic resonance spectroscopy (MRS) measures of glutamate in the striatum and hippocampus were obtained in the same subjects. Percent change in [11C]-(+)-PHNO-binding potential (ΔBPND) was compared between groups and correlations with MRS glutamate, subclinical psychopathological and neurocognitive parameters were examined. CD had significantly lower ΔBPND in the striatum (P=0.002, effect size (ES)=1.48), including the associative striatum (P=0.003, ES=1.39), sensorimotor striatum (P=0.003, ES=1.41) and the pallidus (P=0.012, ES=1.16). Lower dopamine release in the associative striatum correlated with inattention and negative symptoms in CD, and with poorer working memory and probabilistic category learning performance in both CD and HC. No relationships to MRS glutamate and amphetamine-induced subclinical positive symptoms were detected. In conclusion, this study provides evidence that severe cannabis dependence-without the confounds of any comorbidity-is associated with a deficit in striatal dopamine release. This deficit extends to other extrastriatal areas and predicts subclinical psychopathology.
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Affiliation(s)
- Elsmarieke van de Giessen
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
- Department of Nuclear Medicine, Academic Medical Center, Amsterdam, The Netherlands
| | - Jodi J. Weinstein
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Clifford M. Cassidy
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Margaret Haney
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Zhengchao Dong
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Rassil Ghazzaoui
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Najate Ojeil
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Lawrence S. Kegeles
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Xiaoyan Xu
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Nehal P. Vadhan
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
- Department of Psychiatry, Stony Brook University School of Medicine, New York
| | - Nora D. Volkow
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, Maryland
| | - Mark Slifstein
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
| | - Anissa Abi-Dargham
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York
- New York State Psychiatric Institute, New York
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32
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Gaiser EC, Gallezot JD, Worhunsky PD, Jastreboff AM, Pittman B, Kantrovitz L, Angarita GA, Cosgrove KP, Potenza MN, Malison RT, Carson RE, Matuskey D. Elevated Dopamine D 2/3 Receptor Availability in Obese Individuals: A PET Imaging Study with [ 11C](+)PHNO. Neuropsychopharmacology 2016; 41:3042-3050. [PMID: 27374277 PMCID: PMC5101552 DOI: 10.1038/npp.2016.115] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 05/27/2016] [Accepted: 06/27/2016] [Indexed: 01/09/2023]
Abstract
Most prior work with positron emission tomography (PET) dopamine subtype 2/3 receptor (D2/3R) non-selective antagonist tracers suggests that obese (OB) individuals exhibit lower D2/3Rs when compared with normal weight (NW) individuals. A D3-preferring D2/3R agonist tracer, [11C](+)PHNO, has demonstrated that body mass index (BMI) was positively associated with D2/3R availability within striatal reward regions. To date, OB individuals have not been studied with [11C](+)PHNO. We assessed D2/3R availability in striatal and extrastriatal reward regions in 14 OB and 14 age- and gender-matched NW individuals with [11C](+)PHNO PET utilizing a high-resolution research tomograph. Additionally, in regions where group D2/3R differences were observed, secondary analyses of 42 individuals that constituted an overweight cohort was done to study the linear association between BMI and D2/3R availability in those respective regions. A group-by-brain region interaction effect (F7, 182=2.08, p=0.047) was observed. Post hoc analyses revealed that OB individuals exhibited higher tracer binding in D3-rich regions: the substantia nigra/ventral tegmental area (SN/VTA) (+20%; p=0.02), ventral striatum (VST) (+14%; p<0.01), and pallidum (+11%; p=0.02). BMI was also positively associated with D2/3R availability in the SN/VTA (r=0.34, p=0.03), VST (r=0.36, p=0.02), and pallidum (r=0.30, p=0.05) across all subjects. These data suggest that individuals who are obese have higher D2/3R availability in brain reward regions densely populated with D3Rs, potentially identifying a novel pharmacologic target for the treatment of obesity.
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Affiliation(s)
- Edward C Gaiser
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA,Department of Psychiatry, Yale University, New Haven, CT, USA
| | | | - Patrick D Worhunsky
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA,Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Ania M Jastreboff
- Department of Internal Medicine, Endocrinology, Yale University, New Haven, CT, USA,Department of Pediatrics, Pediatric Endocrinology, Yale University, New Haven, CT, USA
| | - Brian Pittman
- Department of Psychiatry, Yale University, New Haven, CT, USA
| | | | | | - Kelly P Cosgrove
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA,Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Marc N Potenza
- Department of Psychiatry, Yale University, New Haven, CT, USA,CASAColumbia and Departments of Neuroscience and Child Study Center, Yale University, New Haven, CT, USA
| | | | - Richard E Carson
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
| | - David Matuskey
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA,Department of Psychiatry, Yale University, New Haven, CT, USA,Departments of Psychiatry and Diagnostic Radiology, Yale School of Medicine, 801 Howard Ave, New Haven, CT 06520, USA, Tel: +1 203 737 6316, Fax: +1 203 785 2994, E-mail:
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33
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Caravaggio F, Kegeles LS, Wilson AA, Remington G, Borlido C, Mamo DC, Graff-Guerrero A. Estimating the effect of endogenous dopamine on baseline [(11) C]-(+)-PHNO binding in the human brain. Synapse 2016; 70:453-60. [PMID: 27341789 DOI: 10.1002/syn.21920] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Revised: 06/03/2016] [Accepted: 06/20/2016] [Indexed: 11/10/2022]
Abstract
Endogenous dopamine (DA) levels at dopamine D2/3 receptors (D2/3 R) have been quantified in the living human brain using the agonist radiotracer [(11) C]-(+)-PHNO. As an agonist radiotracer, [(11) C]-(+)-PHNO is more sensitive to endogenous DA levels than antagonist radiotracers. We sought to determine the proportion of the variance in baseline [(11) C]-(+)-PHNO binding to D2/3 Rs which can be accounted for by variation in endogenous DA levels. This was done by computing the Pearson's coefficient for the correlation between baseline binding potential (BPND ) and the change in BPND after acute DA depletion, using previously published data. All correlations were inverse, and the proportion of the variance in baseline [(11) C]-(+)-PHNO BPND that can be accounted for by variation in endogenous DA levels across the striatal subregions ranged from 42-59%. These results indicate that lower baseline values of [(11) C]-(+)-PHNO BPND reflect greater stimulation by endogenous DA. To further validate this interpretation, we sought to examine whether these data could be used to estimate the dissociation constant (Kd) of DA at D2/3 R. In line with previous in vitro work, we estimated the in vivo Kd of DA to be around 20 nM. In summary, the agonist radiotracer [(11) C]-(+)-PHNO can detect the impact of endogenous DA levels at D2/3 R in the living human brain from a single baseline scan, and may be more sensitive to this impact than other commonly employed radiotracers.
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Affiliation(s)
- Fernando Caravaggio
- Centre for Addiction and Mental Health, Research Imaging Centre, Toronto, Ontario, M5T 1R8, Canada.,Institute of Medical Science, University of Toronto, Toronto, Ontario, M5S 1A8, Canada
| | - Lawrence S Kegeles
- Department of Psychiatry and Radiology, Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York
| | - Alan A Wilson
- Centre for Addiction and Mental Health, Research Imaging Centre, Toronto, Ontario, M5T 1R8, Canada.,Institute of Medical Science, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Department of Psychiatry, University of Toronto, Ontario, M5T 1R8, Canada
| | - Gary Remington
- Centre for Addiction and Mental Health, Research Imaging Centre, Toronto, Ontario, M5T 1R8, Canada.,Institute of Medical Science, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Department of Psychiatry, University of Toronto, Ontario, M5T 1R8, Canada
| | - Carol Borlido
- Centre for Addiction and Mental Health, Research Imaging Centre, Toronto, Ontario, M5T 1R8, Canada
| | - David C Mamo
- Department of Psychiatry, Faculties of Medicine and Health Science, University of Malta, Msida, Malta
| | - Ariel Graff-Guerrero
- Centre for Addiction and Mental Health, Research Imaging Centre, Toronto, Ontario, M5T 1R8, Canada. .,Institute of Medical Science, University of Toronto, Toronto, Ontario, M5S 1A8, Canada. .,Department of Psychiatry, University of Toronto, Ontario, M5T 1R8, Canada.
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34
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Sawant-Basak A, Chen L, Shaffer CL, Palumbo D, Schmidt A, Tseng E, Spracklin DK, Gallezot JD, Labaree D, Nabulsi N, Huang Y, Carson RE, McCarthy T. Quantitative projection of human brain penetration of the H3 antagonist PF-03654746 by integrating rat-derived brain partitioning and PET receptor occupancy. Xenobiotica 2016; 47:119-126. [DOI: 10.3109/00498254.2016.1166531] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Aarti Sawant-Basak
- Departments of Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Cambridge, MA, USA,
| | - Laigao Chen
- Clinical & Translational Imaging, Pfizer Inc., Cambridge, MA, USA,
| | | | - Donna Palumbo
- Worldwide Research and Development, Pfizer Inc., Cambridge, MA, USA, and
| | - Anne Schmidt
- Departments of Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Cambridge, MA, USA,
| | - Elaine Tseng
- Departments of Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Cambridge, MA, USA,
| | - Douglas K. Spracklin
- Departments of Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Cambridge, MA, USA,
| | | | - David Labaree
- Department of Diagnostic Radiology, Yale University, New Haven, CT, USA
| | - Nabeel Nabulsi
- Department of Diagnostic Radiology, Yale University, New Haven, CT, USA
| | - Yiyun Huang
- Department of Diagnostic Radiology, Yale University, New Haven, CT, USA
| | - Richard E. Carson
- Department of Diagnostic Radiology, Yale University, New Haven, CT, USA
| | - Timothy McCarthy
- Clinical & Translational Imaging, Pfizer Inc., Cambridge, MA, USA,
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35
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Naganawa M, Waterhouse RN, Nabulsi N, Lin SF, Labaree D, Ropchan J, Tarabar S, DeMartinis N, Ogden A, Banerjee A, Huang Y, Carson RE. First-in-Human Assessment of the Novel PDE2A PET Radiotracer 18F-PF-05270430. J Nucl Med 2016; 57:1388-95. [PMID: 27103022 DOI: 10.2967/jnumed.115.166850] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Accepted: 03/14/2016] [Indexed: 01/18/2023] Open
Abstract
UNLABELLED This was a first-in-human study of the novel phosphodiesterase-2A (PDE2A) PET ligand (18)F-PF-05270430. The primary goals were to determine the appropriate tracer kinetic model to quantify brain uptake and to examine the within-subject test-retest variability. METHODS In advance of human studies, radiation dosimetry was determined in nonhuman primates. Six healthy male subjects participated in a test-retest protocol with dynamic scans and metabolite-corrected input functions. Nine brain regions of interest were studied, including the striatum, white matter, neocortical regions, and cerebellum. Multiple modeling methods were applied to calculate volume of distribution (VT) and binding potentials relative to the nondisplaceable tracer in tissue (BPND), concentration of tracer in plasma (BPP), and free tracer in tissue (BPF). The cerebellum was selected as a reference region to calculate binding potentials. RESULTS The dosimetry study provided an effective dose of less than 0.30 mSv/MBq, with the gallbladder as the critical organ; the human target dose was 185 MBq. There were no adverse events or clinically detectable pharmacologic effects reported. Tracer uptake was highest in the striatum, followed by neocortical regions and white matter, and lowest in the cerebellum. Regional time-activity curves were well fit by multilinear analysis-1, and a 70-min scan duration was sufficient to quantify VT and the binding potentials. BPND, with mean values ranging from 0.3 to 0.8, showed the best intrasubject and intersubject variability and reliability. Test-retest variability in the whole brain (excluding the cerebellum) of VT, BPND, and BPP were 8%, 16%, and 17%, respectively. CONCLUSION (18)F-PF-05270430 shows promise as a PDE2A PET ligand, albeit with low binding potential values.
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Affiliation(s)
- Mika Naganawa
- Department of Radiology and Biomedical Imaging, PET Center, Yale School of Medicine, New Haven, Connecticut; and
| | | | - Nabeel Nabulsi
- Department of Radiology and Biomedical Imaging, PET Center, Yale School of Medicine, New Haven, Connecticut; and
| | - Shu-Fei Lin
- Department of Radiology and Biomedical Imaging, PET Center, Yale School of Medicine, New Haven, Connecticut; and
| | - David Labaree
- Department of Radiology and Biomedical Imaging, PET Center, Yale School of Medicine, New Haven, Connecticut; and
| | - Jim Ropchan
- Department of Radiology and Biomedical Imaging, PET Center, Yale School of Medicine, New Haven, Connecticut; and
| | - Sanela Tarabar
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts
| | | | - Adam Ogden
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts
| | | | - Yiyun Huang
- Department of Radiology and Biomedical Imaging, PET Center, Yale School of Medicine, New Haven, Connecticut; and
| | - Richard E Carson
- Department of Radiology and Biomedical Imaging, PET Center, Yale School of Medicine, New Haven, Connecticut; and
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Caravaggio F, Chung JK, Gerretsen P, Fervaha G, Nakajima S, Plitman E, Iwata Y, Wilson A, Graff-Guerrero A. Exploring the relationship between social attachment and dopamine D 2/3 receptor availability in the brains of healthy humans using [ 11C]-(+)-PHNO. Soc Neurosci 2016; 12:163-173. [PMID: 26873034 DOI: 10.1080/17470919.2016.1152997] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Differences in striatal dopamine (DA) function may be related to differences in the degree of social attachment to others. Using positron emission tomography (PET), socially detached persons demonstrate reduced DA D2/3 receptor (D2/3R) availability in the striatum. However, previous PET studies have only used antagonist radiotracers for D2/3R and have not specifically examined regions of interest (ROIs) such as the ventral striatum (VS). In 32 healthy persons, we investigated the relationship between self-reported attachment and DA D2/3R availability in striatal and extrastriatal ROIs as measured using the agonist radiotracer [11C]-(+)-PHNO. Surprisingly, more social attachment-as measured by the attachment subscale of the temperament and character inventory-was related to less [11C]-(+)-PHNO binding in the VS (r(30) = -.43, p = .01). This relationship held in a subsample who also completed the detachment subscale of the Karolinska Scales of Personality (r(10) = .62, p = .03). However, no relationships were observed with BPND in the dorsal striatum or D3R-specific ROIs. One potential explanation for these findings is that persons who are more socially detached have less endogenous DA occupying D2/3R in the VS. This interpretation warrants investigation by future research. These findings may help us better understand the neurochemical basis of attachment.
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Affiliation(s)
- Fernando Caravaggio
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,b Institute of Medical Science, University of Toronto , Toronto , Ontario , Canada M5S 1A8
| | - Jun Ku Chung
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,b Institute of Medical Science, University of Toronto , Toronto , Ontario , Canada M5S 1A8
| | - Philip Gerretsen
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,b Institute of Medical Science, University of Toronto , Toronto , Ontario , Canada M5S 1A8.,c Department of Psychiatry , University of Toronto , Toronto , Ontario , Canada M5T 1R8
| | - Gagan Fervaha
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,b Institute of Medical Science, University of Toronto , Toronto , Ontario , Canada M5S 1A8
| | - Shinichiro Nakajima
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,c Department of Psychiatry , University of Toronto , Toronto , Ontario , Canada M5T 1R8
| | - Eric Plitman
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,b Institute of Medical Science, University of Toronto , Toronto , Ontario , Canada M5S 1A8
| | - Yusuke Iwata
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,b Institute of Medical Science, University of Toronto , Toronto , Ontario , Canada M5S 1A8
| | - Alan Wilson
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,b Institute of Medical Science, University of Toronto , Toronto , Ontario , Canada M5S 1A8.,c Department of Psychiatry , University of Toronto , Toronto , Ontario , Canada M5T 1R8
| | - Ariel Graff-Guerrero
- a Research Imaging Centre, Centre for Addiction and Mental Health , Toronto , Ontario , Canada M5T 1R8.,b Institute of Medical Science, University of Toronto , Toronto , Ontario , Canada M5S 1A8.,c Department of Psychiatry , University of Toronto , Toronto , Ontario , Canada M5T 1R8
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Matuskey D, Worhunksy P, Correa E, Pittman B, Gallezot JD, Nabulsi N, Ropchan J, Sreeram V, Gudepu R, Gaiser E, Cosgrove K, Ding YS, Potenza MN, Huang Y, Malison RT, Carson RE. Age-related changes in binding of the D2/3 receptor radioligand [(11)C](+)PHNO in healthy volunteers. Neuroimage 2016; 130:241-247. [PMID: 26876475 DOI: 10.1016/j.neuroimage.2016.02.002] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 01/06/2016] [Accepted: 02/04/2016] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE Previous imaging studies with positron emission tomography (PET) have reliably demonstrated an age-associated decline in the dopamine system. Most of these studies have focused on the densities of dopamine receptor subtypes D2/3R (D2R family) in the striatum using antagonist radiotracers that are largely nonselective for D2R vs. D3R subtypes. Therefore, less is known about any possible age effects in D3-rich extrastriatal areas such as the substantia nigra/ventral tegmental area (SN/VTA) and hypothalamus. This study sought to investigate whether the receptor availability measured with [(11)C](+)PHNO, a D3R-preferring agonist radiotracer, also declines with age. METHODS Forty-two healthy control subjects (9 females, 33 males; age range 19-55 years) were scanned with [(11)C](+)PHNO using a High Resolution Research Tomograph (HRRT). Parametric images were computed using the simplified reference tissue model (SRTM2) with cerebellum as the reference region. Binding potentials (BPND) were calculated for the amygdala, caudate, hypothalamus, pallidum, putamen, SN/VTA, thalamus, and ventral striatum and then confirmed at the voxel level with whole-brain parametric images. RESULTS Regional [(11)C](+)PHNO BPND displayed a negative correlation between receptor availability and age in the caudate (r=-0.56, corrected p=0.0008) and putamen (r=-0.45, corrected p=0.02) in healthy subjects (respectively 8% and 5% lower per decade). No significant correlations with age were found between age and other regions (including the hypothalamus and SN/VTA). Secondary whole-brain voxel-wise analysis confirmed these ROI findings of negative associations and further identified a positive correlation in midbrain (SN/VTA) regions. CONCLUSION In accordance with previous studies, the striatum (an area rich in D2R) is associated with age-related declines of the dopamine system. We did not initially find evidence of changes with age in the SN/VTA and hypothalamus, areas previously found to have a predominantly D3R signal as measured with [(11)C](+)PHNO. A secondary analysis did find a significant positive correlation in midbrain (SN/VTA) regions, indicating that there may be differential effects of aging, whereby D2R receptor availability decreases with age while D3R availability stays unchanged or is increased.
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Affiliation(s)
- David Matuskey
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA; Department of Psychiatry, Yale University, New Haven, CT, USA.
| | - Patrick Worhunksy
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
| | - Elizabeth Correa
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
| | - Brian Pittman
- Department of Psychiatry, Yale University, New Haven, CT, USA
| | | | - Nabeel Nabulsi
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
| | - Jim Ropchan
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
| | - Venkatesh Sreeram
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
| | - Rohit Gudepu
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
| | - Edward Gaiser
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA; Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Kelly Cosgrove
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA; Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Yu-Shin Ding
- Department of Radiology, New York University School of Medicine, New York, NY, USA; Department of Psychiatry, New York University School of Medicine, New York, NY, USA
| | - Marc N Potenza
- Department of Psychiatry, Yale University, New Haven, CT, USA; Department of Neurobiology, Yale University, New Haven, CT, USA; Department ofChild Study Center, Yale University, New Haven, CT, USA
| | - Yiyun Huang
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
| | | | - Richard E Carson
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA
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Matuskey D, Gaiser EC, Gallezot JD, Angarita GA, Pittman B, Nabulsi N, Ropchan J, MaCleod P, Cosgrove KP, Ding YS, Potenza MN, Carson RE, Malison RT. A preliminary study of dopamine D2/3 receptor availability and social status in healthy and cocaine dependent humans imaged with [(11)C](+)PHNO. Drug Alcohol Depend 2015; 154:167-73. [PMID: 26164205 PMCID: PMC4536182 DOI: 10.1016/j.drugalcdep.2015.06.039] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 06/18/2015] [Accepted: 06/19/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Previous work in healthy non-human primates and humans has shown that social status correlates positively with dopamine 2/3 receptor (D2/3R) availability imaged with antagonist radioligands and positron emission tomography (PET). Further work in non-human primates suggests that this relationship is disrupted by chronic cocaine administration. This exploratory study examined the relationship between social status and D2/3R availability in healthy (HH) and cocaine dependent (CD) humans using the D3-preferring, agonist radioligand, [(11)C](+)PHNO. METHODS Sixteen HH and sixteen CD individuals completed the Barratt Simplified Measure of Social Status (BSMSS) and underwent [(11)C](+)PHNO scanning to measure regional brain D2/3R binding potentials (BPND). Correlations between BPND and BSMSS scores were then assessed within each group. RESULTS Within HH and CD groups, inverse associations between BSMSS score and BPND were observed in the substantia nigra/ventral tegmental area (SN/VTA) and the ventral striatum, and for the CD group alone, the amygdala. After adjusting for body mass index and age, negative correlations remained significant in the SN/VTA for HH and in the amygdala for CD subjects. CONCLUSION These preliminary data utilizing a dopamine agonist tracer demonstrate, for the first time, an inverse association between social status and D2/3R availability in the D3R rich extrastriatal regions of HH and CD humans.
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Affiliation(s)
- David Matuskey
- Department of Diagnostic Radiology, Yale University, New Haven, CT, United States; Department of Psychiatry, Yale University, New Haven, CT, United States.
| | - Edward C. Gaiser
- Department of Diagnostic Radiology, Yale University, New Haven, CT, Department of Psychiatry, Yale University, New Haven, CT
| | | | | | - Brian Pittman
- Department of Psychiatry, Yale University, New Haven, CT
| | - Nabeel Nabulsi
- Department of Diagnostic Radiology, Yale University, New Haven, CT
| | - Jim Ropchan
- Department of Diagnostic Radiology, Yale University, New Haven, CT
| | - Paige MaCleod
- Department of Psychiatry, Yale University, New Haven, CT
| | - Kelly P. Cosgrove
- Department of Diagnostic Radiology, Yale University, New Haven, CT, Department of Psychiatry, Yale University, New Haven, CT
| | - Yu-Shin Ding
- Departments of Radiology and Psychiatry, New York University School of Medicine, New York, NY
| | - Marc N. Potenza
- Department of Psychiatry, Yale University, New Haven, CT, Departments of Neurobiology and Child Study Center, Yale University, New Haven, CT
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