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Kohler RJ, Zhornitsky S, Potenza MN, Yip SW, Worhunsky P, Angarita GA. Cocaine self-administration behavior is associated with subcortical and cortical morphometry measures in individuals with cocaine use disorder. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2024; 50:345-356. [PMID: 38551365 PMCID: PMC11305926 DOI: 10.1080/00952990.2024.2318585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 02/05/2024] [Accepted: 02/10/2024] [Indexed: 05/24/2024]
Abstract
Background: Individual differences in gray-matter morphometry in the limbic system and frontal cortex have been linked to clinical features of cocaine use disorder (CUD). Self-administration paradigms can provide more direct measurements of the relationship between the regulation of cocaine use and gray-matter morphometry when compared to self-report assessments.Objectives: Our goal was to investigate associations with self-administration behavior in subcortical and cortical brain regions. We hypothesized the number of cocaine infusions self-administered would be correlated with gray-matter volumes (GMVs) in the striatum, amygdala, and hippocampus. Due to scarcity in human studies, we did not hypothesize subcortical directionality. In the frontal cortex, we hypothesized thickness would be negatively correlated with self-administered cocaine.Methods: We conducted an analysis of cocaine self-administration and structural MRI data from 33 (nFemales = 10) individuals with moderate-to-severe CUD. Self-administration lasted 60-minutes and cocaine (8, 16, or 32 mg/70 kg) was delivered on an FR1 schedule (5-minute lockout). Subcortical and cortical regression analyses were performed that included combined bilateral regions and age, experimental variables and use history as confounders.Results: Self-administered cocaine infusions were positively associated with caudal GMV (b = 0.18, p = 0.030) and negatively with putamenal GMV (b = -0.10, p = 0.041). In the cortical model, infusions were positively associated with insular thickness (b = 0.39, p = 0.008) and women appeared to self-administer cocaine more frequently (b = 0.23, p = 0.019).Conclusions: Brain morphometry features in the striatum and insula may contribute to cocaine consumption in CUD. These differences in morphometry may reflect consequences of prolonged use, predisposed vulnerability, or other possibilities.Clinical Trial Numbers: NCT01978431; NCT03471182.
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Affiliation(s)
- Robert J. Kohler
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Simon Zhornitsky
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
| | - Marc N. Potenza
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
- Child Study Center, Yale School of Medicine, New Haven, CT
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA
- Wu Tsai Institute, Yale University, New Haven, CT, USA
- Department of Neuroscience, Yale University, New Haven, CT, USA
| | - Sarah W. Yip
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Child Study Center, Yale School of Medicine, New Haven, CT
| | - Patrick Worhunsky
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
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Angarita GA, Pittman B, Nararajan A, Mayerson TF, Parate A, Marlin B, Gueorguieva RR, Potenza MN, Ganesan D, Malison RT. Discriminating cocaine use from other sympathomimetics using wearable electrocardiographic (ECG) sensors. Drug Alcohol Depend 2023; 250:110898. [PMID: 37523916 PMCID: PMC10905422 DOI: 10.1016/j.drugalcdep.2023.110898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 06/05/2023] [Accepted: 07/09/2023] [Indexed: 08/02/2023]
Abstract
BACKGROUND Our group has established the feasibility of using on-body electrocardiographic (ECG) sensors to detect cocaine use in the human laboratory. The purpose of the current study was to test whether ECG sensors and features are capable of discriminating cocaine use from other non-cocaine sympathomimetics. METHODS Eleven subjects with cocaine use disorder wore the Zephyr BioHarness™ 3 chest band under six experimental (drug and non-drug) conditions, including 1) laboratory, intravenous cocaine self-administration, 2) after a single oral dose of methylphenidate, 3) during aerobic exercise, 4) during tobacco use (N=7 who smoked tobacco), and 5) during routine activities of daily inpatient living (unit activity). Three ECG-derived feature sets served as primary outcome measures, including 1) the RR interval (i.e., heart rate), 2) a group of ECG interval proxies (i.e., PR, QS, QT and QTc intervals), and 3) the full ECG waveform. Discriminatory power between cocaine and non-cocaine conditions for each of the three outcomes measures was expressed as the area under the receiver operating characteristics (AUROC) curve. RESULTS All three outcomes successfully discriminated cocaine use from unit activity, exercise, tobacco, and methylphenidate conditions with a mean AUROC values ranging from 0.66 to 0.99 and with least squares means values all statistically different/higher than 0.5 among all subjects [F(3, 99) = 3.38, p =0.02] and among those with tobacco use [F(4, 84) = 5.39, p = 0.0007]. CONCLUSIONS These preliminary results support discriminatory power of wearable ECG sensors for detecting cocaine use.
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Affiliation(s)
- Gustavo A Angarita
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT06519, USA; Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven, CT06519, USA; Connecticut Mental Health Center, New Haven, CT06519, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA.
| | - Brian Pittman
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT06519, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA
| | - Annamalai Nararajan
- Philips Research North America, Cambridge, MA02141, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA
| | - Talia F Mayerson
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT06519, USA; Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven, CT06519, USA; Connecticut Mental Health Center, New Haven, CT06519, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA
| | - Abhinav Parate
- Manning College of Information and Computer Science, University of Massachusetts, Amherst, MA01003, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA; Lumme Health Inc, Boston, MA02210, USA
| | - Benjamin Marlin
- Manning College of Information and Computer Science, University of Massachusetts, Amherst, MA01003, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA
| | - Ralitza R Gueorguieva
- Department of Biostatistics, Yale University School of Public Health, New Haven, CT06510, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA
| | - Marc N Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT06519, USA; Connecticut Mental Health Center, New Haven, CT06519, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA; Child Study Center, Yale University School of Medicine, New Haven, CT06510, USA; Department of Neuroscience, Yale University, New Haven, CT06510, USA; Connecticut Council on Problem Gambling, Wethersfield, CT06109, USA; Wu Tsai Institute, New Haven, CT06510, USA
| | - Deepak Ganesan
- Manning College of Information and Computer Science, University of Massachusetts, Amherst, MA01003, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA
| | - Robert T Malison
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT06519, USA; Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven, CT06519, USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT06510, USA; Department of Neuroscience, Yale University, New Haven, CT06510, USA
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Mechanistic Effects and Use of N-acetylcysteine in Substance Use Disorders. Curr Behav Neurosci Rep 2022. [DOI: 10.1007/s40473-022-00250-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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Strzelecki A, Weafer J, Stoops WW. Human behavioral pharmacology of stimulant drugs: An update and narrative review. ADVANCES IN PHARMACOLOGY (SAN DIEGO, CALIF.) 2022; 93:77-103. [PMID: 35341574 DOI: 10.1016/bs.apha.2021.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Stimulant use disorders present an enduring public health concern. Chronic stimulant use is associated with a range of health problems, with notable increases in stimulant overdose that disproportionately affect marginalized populations. With these persistent problems, it is important to understand the behavioral and pharmacological factors that contribute to stimulant use in humans. The purpose of this chapter is to provide an update and narrative review on recent human laboratory research that has evaluated the behavioral pharmacology of stimulant drugs. We focus on two prototypic stimulants: cocaine as a prototype monoamine reuptake inhibitor and d-amphetamine as a prototype monoamine releaser. As such, placebo controlled human laboratory studies that involved administration of doses of cocaine or d-amphetamine and were published in peer reviewed journals within the last 10 years (i.e., since 2011) are reviewed. Primary outcomes from these studies are subjective effects, reinforcing effects, cognitive/behavioral effects, and discriminative stimulus effects. Both cocaine and d-amphetamine produce classical stimulant-like behavioral effects (e.g., increase positive subjective effects, function as reinforcers), but there are notable gaps in the literature including understanding sex differences in response to stimulant drugs, cognitive-behavioral effects of stimulants, and influence of use history (e.g., relatively drug naïve vs drug experienced) on stimulant effects.
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Affiliation(s)
- Ashley Strzelecki
- University of Kentucky, Department of Psychology, Lexington, KY, United States
| | - Jessica Weafer
- University of Kentucky, Department of Psychology, Lexington, KY, United States
| | - William W Stoops
- University of Kentucky, Department of Psychology, Lexington, KY, United States; University of Kentucky, Department of Behavioral Science, Lexington, KY, United States; University of Kentucky, Department of Psychiatry, Lexington, KY, United States; University of Kentucky, Center on Drug and Alcohol Research, Lexington, KY, United States.
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Regnier SD, Lile JA, Rush CR, Stoops WW. Clinical neuropharmacology of cocaine reinforcement: A narrative review of human laboratory self-administration studies. J Exp Anal Behav 2022; 117:420-441. [PMID: 35229294 PMCID: PMC9090960 DOI: 10.1002/jeab.744] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 12/22/2021] [Accepted: 01/12/2022] [Indexed: 11/05/2022]
Abstract
Cocaine use is an unrelenting public health concern. To inform intervention and prevention efforts, it is crucial to develop an understanding of the clinical neuropharmacology of the reinforcing effects of cocaine. The purpose of this review is to evaluate and synthesize human laboratory studies that assess pharmacological manipulations of cocaine self-administration. Forty-one peer-reviewed, human cocaine self-administration studies in which participants received a pretreatment drug were assessed. The pharmacological action and treatment regimen for all drugs reviewed were considered. Drugs that increase extracellular dopamine tend to have the most consistent effects on cocaine self-administration. The ability of nondopaminergic drugs to impact cocaine reinforcement might be related to their downstream effects on dopamine, though it is difficult to draw conclusions because pharmacologically selective compounds are not widely available for human testing. The ability of acute versus chronic drug treatment to differentially affect human cocaine self-administration was not determined because buprenorphine was the only pretreatment drug that was assessed under both acute and chronic dosing regimens. Future research directly comparing acute and chronic drug treatment and/or comparing drugs with different mechanisms of action, is needed to make more conclusive determinations about the clinical neuropharmacology of cocaine reinforcement.
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Affiliation(s)
- Sean D Regnier
- Department of Behavioral Science, University of Kentucky College of Medicine
| | - Joshua A Lile
- Department of Behavioral Science, University of Kentucky College of Medicine.,Department of Psychiatry, University of Kentucky College of Medicine.,Department of Psychology, University of Kentucky College of Arts and Sciences
| | - Craig R Rush
- Department of Behavioral Science, University of Kentucky College of Medicine.,Department of Psychiatry, University of Kentucky College of Medicine.,Department of Psychology, University of Kentucky College of Arts and Sciences
| | - William W Stoops
- Department of Behavioral Science, University of Kentucky College of Medicine.,Department of Psychiatry, University of Kentucky College of Medicine.,Department of Psychology, University of Kentucky College of Arts and Sciences.,Center on Drug and Alcohol Research, University of Kentucky College of Medicine
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Angarita GA, Matuskey D, Pittman B, Costeines JL, Potenza MN, Jastreboff AM, Schmidt HD, Malison RT. Testing the effects of the GLP-1 receptor agonist exenatide on cocaine self-administration and subjective responses in humans with cocaine use disorder. Drug Alcohol Depend 2021; 221:108614. [PMID: 33621809 PMCID: PMC8026565 DOI: 10.1016/j.drugalcdep.2021.108614] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 01/23/2021] [Accepted: 01/25/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Preclinical rodent studies have demonstrated reduced cocaine taking after administration of glucagon-like peptide 1 (GLP-1) analogues. We investigated effects of a GLP-1 analogue (exenatide) on behavioral and subjective effects of cocaine in individuals with cocaine use disorder (CUD). METHODS Non-treatment-seeking CUD subjects underwent two human laboratory cocaine self-administration test sessions following an acute 3 -h pre-treatment with exenatide (5 mcg; subcutaneously) or placebo. Primary outcomes consisted of infusions of cocaine and visual analog scale self-ratings of euphoria and wanting cocaine. Secondary outcomes consisted of pertinent hormone levels (GLP-1, insulin, and amylin). RESULTS Thirteen individuals completed the study. Acute pretreatment with exenatide versus placebo did not change cocaine infusions (8.5 ± 1.2 vs. 9.1 ± 1.2; p = 0.39), self-reported euphoria (4.4 ± 0.8 vs. 4.1 ± 0.8; p = 0.21), or wanting of cocaine (5.6 ± 0.9 vs. 5.4 ± 0.9; p = 0.46). Exenatide vs. placebo reduced levels of GLP-1 (p = 0.03) and insulin (p = 0.02). Self-administered cocaine also reduced levels of GLP-1 (p < 0.0001), insulin (p < 0.0001), and amylin (p < 0.0001). CONCLUSIONS We did not find evidence that low dose exenatide alters cocaine self-administration or the subjective effects of cocaine in people with CUD. Limitations such as single acute rather than chronic pre-treatment, as well as evaluation of only one dose, preclude drawing firm conclusions about the efficacy of exenatide. Exenatide and cocaine independently reduced levels of GLP-1 and insulin, while cocaine also reduced levels of amylin.
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Affiliation(s)
- Gustavo A. Angarita
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven CT 06511. USA.,Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven CT 06519. USA
| | - David Matuskey
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven CT 06511. USA.,Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 801 Howard Ave, New Haven, CT 06519, USA.,Department of Neurology, Yale University School of Medicine, 15 York Street, New Haven CT 06510. USA
| | - Brian Pittman
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven CT 06511. USA
| | - Jessica L. Costeines
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven CT 06511. USA.,Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven CT 06519. USA
| | - Marc N. Potenza
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven CT 06511. USA.,Child Study Center, Yale University School of Medicine, New Haven, CT 06510. USA.,Department of Neuroscience, Yale University, New Haven, CT 06510. USA.,Connecticut Mental Health Center, New Haven, CT 06519. USA,Connecticut Council on Problem Gambling, Wethersfield, CT 06109. USA
| | - Ania M. Jastreboff
- Department of Internal Medicine (Endocrinology & Metabolism), Yale University School of Medicine, New Haven CT 06519. USA.,Department of Pediatrics (Pediatric Endocrinology), Yale University School of Medicine, New Haven CT 06520. USA
| | - Heath D. Schmidt
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, 125 South 31st Street, Philadelphia, PA 19104. USA.,Department of Biobehavioral Health Sciences, School of Nursing, University of Pennsylvania, 125 South 31st Street, Rm 2214, Philadelphia, PA 19104. USA
| | - Robert T. Malison
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven CT 06511. USA.,Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven CT 06519. USA
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Cunningham KA, Anastasio NC. Serotonin at the nexus of impulsivity and cue reactivity in cocaine addiction. Neuropharmacology 2014; 76 Pt B:460-78. [PMID: 23850573 PMCID: PMC4090081 DOI: 10.1016/j.neuropharm.2013.06.030] [Citation(s) in RCA: 100] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2013] [Revised: 06/24/2013] [Accepted: 06/28/2013] [Indexed: 01/07/2023]
Abstract
Cocaine abuse and addiction remain great challenges on the public health agendas in the U.S. and the world. Increasingly sophisticated perspectives on addiction to cocaine and other drugs of abuse have evolved with concerted research efforts over the last 30 years. Relapse remains a particularly powerful clinical problem as, even upon termination of drug use and initiation of abstinence, the recidivism rates can be very high. The cycling course of cocaine intake, abstinence and relapse is tied to a multitude of behavioral and cognitive processes including impulsivity (a predisposition toward rapid unplanned reactions to stimuli without regard to the negative consequences), and cocaine cue reactivity (responsivity to cocaine-associated stimuli) cited as two key phenotypes that contribute to relapse vulnerability even years into recovery. Preclinical studies suggest that serotonin (5-hydroxytryptamine; 5-HT) neurotransmission in key neural circuits may contribute to these interlocked phenotypes well as the altered neurobiological states evoked by cocaine that precipitate relapse events. As such, 5-HT is an important target in the quest to understand the neurobiology of relapse-predictive phenotypes, to successfully treat this complex disorder and improve diagnostic and prognostic capabilities. This review emphasizes the role of 5-HT and its receptor proteins in key addiction phenotypes and the implications of current findings to the future of therapeutics in addiction. This article is part of a Special Issue entitled 'NIDA 40th Anniversary Issue'.
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Affiliation(s)
- Kathryn A Cunningham
- Center for Addiction Research, Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX 77555, USA.
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Abstract
Drug self-administration procedures in laboratory settings allow us to closely model drug-taking behavior in real-world settings. This review provides an overview of many of the common self-administration methods used in human laboratory research. Typically, self-administration studies provide a quantifiable measure of the reinforcing effect of a drug, which is believed to be predictive of its potential for abuse. Several adaptations of the self-administration paradigm exist, the simplest of which allows participants free access to the drug under investigation. Free-access procedures allow investigators to observe patterns of drug self-administration and drug effects in a controlled setting. Allowing participants to choose between two simultaneously available reinforcers (choice procedures) is another well-established method of assessing the reinforcing effects of a drug. Offering a choice between two reinforcers (e.g. two different doses of the same drug, two different drugs, or drug and nondrug reinforcers) provides researchers with a point of comparison (e.g. between a drug of known abuse potential and a novel drug). When combined with other endpoints, such as subjective effects ratings, physiological responses, and cognitive performance, human self-administration paradigms have contributed significantly to our understanding of the factors that contribute to, maintain, and alter drug-taking behavior including: craving, positive subjective effects, toxicity, drug interactions and abstinence. This area of research has also begun to incorporate other techniques such as imaging and genetics to further understand the multifaceted nature of substance abuse. The present paper summarizes the different self-administration techniques that are commonly used today and the application of other procedures that may complement interpretation of the drug self-administration findings.
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Affiliation(s)
- Jermaine D Jones
- Department of Psychiatry, Division on Substance Abuse, New York Psychiatric Institute, College of Physicians and Surgeons of Columbia University, New York, NY 10032, USA.
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