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Roberts GMP, Garavan H. Neural mechanisms underlying ecstasy-related attentional bias. Psychiatry Res 2013; 213:122-32. [PMID: 23746613 DOI: 10.1016/j.pscychresns.2013.03.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2012] [Revised: 03/05/2013] [Accepted: 03/24/2013] [Indexed: 01/07/2023]
Abstract
Conditioned responses to cues associated with drug taking play a pivotal role in a number of theories of drug addiction. This study examined whether attentional biases towards drug-related cues exist in recreational drug users who predominantly used ecstasy (3,4-methylenedioxymethamphetamine). Experiment 1 compared 30 ecstasy users, 25 cannabis users, and 30 controls in an attentional distraction task in which neutral, evocative, and ecstasy-related pictures were presented within a coloured border, requiring participants to respond as quickly as possible to the border colour. Experiment 2 employed functional magnetic resonance imaging (fMRI) and the attentional distraction task and tested 20 ecstasy users and 20 controls. Experiment 1 revealed significant response speed interference by the ecstasy-related pictures in the ecstasy users only. Experiment 2 revealed increased prefrontal and occipital activity in ecstasy users in all conditions. Activations in response to the ecstasy stimuli in these regions showed an apparent antagonism whereby ecstasy users, relative to controls, showed increased occipital but decreased right prefrontal activation. These results are interpreted to reflect increased visual processing of, and decreased prefrontal control over, the irrelevant but salient ecstasy-related stimuli. These results suggest that right inferior frontal cortex may play an important role in controlling drug-related attentional biases and may thus play an important role in mediating control over drug usage.
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Affiliation(s)
- Gloria M P Roberts
- School of Psychology and Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin 2, Ireland.
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Trifilieff P, Martinez D. Imaging addiction: D2 receptors and dopamine signaling in the striatum as biomarkers for impulsivity. Neuropharmacology 2013; 76 Pt B:498-509. [PMID: 23851257 DOI: 10.1016/j.neuropharm.2013.06.031] [Citation(s) in RCA: 119] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2013] [Revised: 06/12/2013] [Accepted: 06/28/2013] [Indexed: 12/12/2022]
Abstract
Dependence to drugs of abuse is closely associated with impulsivity, or the propensity to choose a lower, but immediate, reward over a delayed, but more valuable outcome. Here, we review clinical and preclinical studies showing that striatal dopamine signaling and D2 receptor levels - which have been shown to be decreased in addiction - directly impact impulsivity, which is itself predictive of drug self-administration. Based on these studies, we propose that the alterations in D2 receptor binding and dopamine release seen in imaging studies of addiction constitute neurobiological markers of impulsivity. Recent studies in animals also show that higher striatal dopamine signaling at the D2 receptor is associated with a greater willingness to expend effort to reach goals, and we propose that this same relationship applies to humans, particularly with respect to recovery from addiction. This article is part of a Special Issue entitled 'NIDA 40th Anniversary Issue'.
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Affiliation(s)
- Pierre Trifilieff
- New York State Psychiatric Institute, 1051 Riverside Drive #32, New York, NY 10032, USA; Nutrition and Integrative Neurobiology, INRA UMR 1286, F-33076 Bordeaux, France; University of Bordeaux, F-33076 Bordeaux, France
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Downs BW, Oscar-Berman M, Waite RL, Madigan MA, Giordano J, Beley T, Jones S, Simpatico T, Hauser M, Borsten J, Marcelo F, Braverman ER, Lohmann R, Dushaj K, Helman M, Barh D, Schoenthaler ST, Han D, Blum K. Have We Hatched the Addiction Egg: Reward Deficiency Syndrome Solution System™. JOURNAL OF GENETIC SYNDROMES & GENE THERAPY 2013; 4:14318. [PMID: 24077767 PMCID: PMC3783340 DOI: 10.4172/2157-7412.1000136] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This article co-authored by a number of scientists, ASAM physicians, clinicians, treatment center owners, geneticists, neurobiologists, psychologists, social workers, criminologists, nurses, nutritionist, and students, is dedicated to all the people who have lost loved ones in substance-abuse and "reward deficiency syndrome" related tragedies. Why are we failing at reducing the incidence of 'Bad Behaviors'? Are we aiming at the wrong treatment targets for behavioral disorders? We are proposing a paradigm shift and calling it "Reward Deficiency Solution System" providing evidence for its adoption.
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Affiliation(s)
- BW Downs
- Department of Nutrigenomics, LifeGen, Inc., Austin, Texas, USA
| | - M Oscar-Berman
- Department of Psychiatry, Anatomy & Neurobiology, Boston VA and Boston University School of Medicine, Boston Massachusetts, USA
| | - RL Waite
- Department of Nutrigenomics, LifeGen, Inc., Austin, Texas, USA
| | - MA Madigan
- Department of Nutrigenomics, LifeGen, Inc., Austin, Texas, USA
| | - J Giordano
- Department of Holistic Medicine, G&G Health Care Services, LLC., North Miami Beach Florida, USA
| | - T Beley
- Department of Holistic Medicine, G&G Health Care Services, LLC., North Miami Beach Florida, USA
| | - S Jones
- Department of Holistic Medicine, G&G Health Care Services, LLC., North Miami Beach Florida, USA
| | - T Simpatico
- Department of Psychiatry, Global Integrated Services Unit of Vermont Center for Clinical & Translational Science, College of Medicine, Burlington, Vermont, USA
| | - M Hauser
- Dominion Diagnostics, LLc, North Kingstown, Rhode Island, USA
| | - J Borsten
- Department of Addiction Research & Therapy, Malibu Beach Recovery Center, Malibu Beach, California, USA
| | - F Marcelo
- Department of Psychiatry & Mcknight Brain Institute, University of Florida, College of Medicine, Gainesville, Florida, USA
| | | | | | - K Dushaj
- Path Foundation NY, New York, USA
| | - M Helman
- Willamette Valley Treatment center, Salem, Oregon, USA
| | - D Barh
- Institute of Integrative Omics & Applied Biotechnology, Nonakuri, India
| | - ST Schoenthaler
- Department of Sociology, California State University, Turlock, CA, USA
| | - D Han
- Department of Management Science and Statistics, University of Texas at San Antonio, San Antonio, Texas, USA
| | - K Blum
- Department of Nutrigenomics, LifeGen, Inc., Austin, Texas, USA
- Department of Holistic Medicine, G&G Health Care Services, LLC., North Miami Beach Florida, USA
- Department of Psychiatry, Global Integrated Services Unit of Vermont Center for Clinical & Translational Science, College of Medicine, Burlington, Vermont, USA
- Dominion Diagnostics, LLc, North Kingstown, Rhode Island, USA
- Department of Addiction Research & Therapy, Malibu Beach Recovery Center, Malibu Beach, California, USA
- Department of Psychiatry & Mcknight Brain Institute, University of Florida, College of Medicine, Gainesville, Florida, USA
- Path Foundation NY, New York, USA
- Institute of Integrative Omics & Applied Biotechnology, Nonakuri, India
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Abstract
Heroin addiction, a chronic relapsing disorder characterized by excessive drug taking and seeking, requires constant psychotherapeutic and pharmacotherapeutic interventions to minimize the potential for further abuse. Vaccine strategies against many drugs of abuse are being developed that generate antibodies that bind drug in the bloodstream, preventing entry into the brain and nullifying psychoactivity. However, this strategy is complicated by heroin's rapid metabolism to 6-acetylmorphine and morphine. We recently developed a "dynamic" vaccine that creates antibodies against heroin and its psychoactive metabolites by presenting multihaptenic structures to the immune system that match heroin's metabolism. The current study presents evidence of effective and continuous sequestration of brain-permeable constituents of heroin in the bloodstream following vaccination. The result is efficient blockade of heroin activity in treated rats, preventing various features of drugs of abuse: heroin reward, drug-induced reinstatement of drug seeking, and reescalation of compulsive heroin self-administration following abstinence in dependent rats. The dynamic vaccine shows the capability to significantly devalue the reinforcing and motivating properties of heroin, even in subjects with a history of dependence. In addition, targeting a less brain-permeable downstream metabolite, morphine, is insufficient to prevent heroin-induced activity in these models, suggesting that heroin and 6-acetylmorphine are critical players in heroin's psychoactivity. Because the heroin vaccine does not target opioid receptors or common opioid pharmacotherapeutics, it can be used in conjunction with available treatment options. Thus, our vaccine represents a promising adjunct therapy for heroin addiction, providing continuous heroin antagonism, requiring minimal medical monitoring and patient compliance.
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Disrupted integrity of white matter in heroin-addicted subjects at different abstinent time. J Addict Med 2013; 6:172-6. [PMID: 22534416 DOI: 10.1097/adm.0b013e318252db94] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE To investigate and compare the integrity of white matter in heroin-addicted and healthy control subjects at different abstinent time using diffusion tensor imaging. MATERIALS AND METHODS We performed voxelwise analysis of fractional anisotropy (FA) and apparent diffusion coefficient (ADC) in 35 currently abstinent heroin abusers who were divided into long-term group (n = 17) and short-term group (n = 18) and 17 healthy volunteers. Measurements of FA and ADC of the identified regions (genu and splenium of corpus callosum, bilateral frontal lobe) were obtained from all subjects. RESULTS The FA at callosal splenium was higher in the long-term group than in the short-term group (P < 0.05). The FA at left prefrontal cortex was higher in the short-term group than in the long-term group (P < 0.05). No significant difference in ADC was found among the 3 groups. The education history had a positive correlation with the FA value on the gena of corpus callosum (r = 0.402, P = 0.017). Months of abstinence had a negative correlation with left frontal FA (r = -0.366, P = 0.03) and a positive correlation with splenium FA (r = 0.348, P = 0.04). CONCLUSIONS Heroin abuse seems to alter white matter microstructure differentially in long-term and short-term heroin addicts. This study will contribute to the current literature by examining the quality of white matter fiber structure in heroin abstinence.
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Fareed A, Eilender P, Haber M, Bremner J, Whitfield N, Drexler K. Comorbid Posttraumatic Stress Disorder and Opiate Addiction: A Literature Review. J Addict Dis 2013; 32:168-79. [DOI: 10.1080/10550887.2013.795467] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Chiuccariello L, Boileau I, Guranda M, Rusjan PM, Wilson AA, Zawertailo L, Houle S, Busto U, Le Foll B. Presentation of smoking-associated cues does not elicit dopamine release after one-hour smoking abstinence: A [11C]-(+)-PHNO PET study. PLoS One 2013; 8:e60382. [PMID: 23555962 PMCID: PMC3612056 DOI: 10.1371/journal.pone.0060382] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2013] [Accepted: 02/25/2013] [Indexed: 11/19/2022] Open
Abstract
The presentation of drug-associated cues has been shown to elicit craving and dopamine release in the striatum of drug-dependent individuals. Similarly, exposure to tobacco-associated cues induces craving and increases the propensity to relapse in tobacco- dependent smokers. However, whether exposure to tobacco-associated cues elicits dopamine release in the striatum of smokers remains to be investigated. We hypothesized that presentation of smoking-related cues compared to neutral cues would induce craving and elevation of intrasynaptic dopamine levels in subregions of the striatum and that the magnitude of dopamine release would be correlated with subjective levels of craving in briefly abstinent tobacco smokers. Eighteen participants underwent two [(11)C]-(+)-PHNO positron emission tomography (PET) scans after one-hour abstinence period: one during presentation of smoking-associated images and one during presentation of neutral images. Smoking cues significantly increased craving compared to neutral cues on one, but not all, craving measures; however, this increase in craving was not associated with overall significant differences in [(11)C]-(+)-PHNO binding potential (BPND) (an indirect measure of dopamine release) between the two experimental conditions in any of the brain regions of interest sampled. Our findings suggest that presentation of smoking cues does not elicit detectable (by PET) overall increases in dopamine in humans after one-hour nicotine abstinence. Future research should consider studying smoking cue-induced dopamine release at a longer abstinence period, since recent findings suggest the ability of smoking-related cues to induce craving is associated with a longer duration of smoking abstinence.
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Affiliation(s)
- Lina Chiuccariello
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Research Imaging Center, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Clinical Neuroscience Program, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada
| | - Isabelle Boileau
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Addiction Imaging Research Group, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Research Imaging Center, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Canada
| | - Mihail Guranda
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
| | - Pablo M. Rusjan
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Research Imaging Center, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
| | - Alan A. Wilson
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Research Imaging Center, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Laurie Zawertailo
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Clinical Neuroscience Program, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada
| | - Sylvain Houle
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Research Imaging Center, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
| | - Usoa Busto
- Clinical Neuroscience Program, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada
- Faculty of Pharmacy, University of Toronto, Toronto, Canada
| | - Bernard Le Foll
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Clinical Neuroscience Program, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Alcohol Research and Treatment Clinic, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Canada
- * E-mail:
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Blum K, Oscar-Berman M, Stuller E, Miller D, Giordano J, Morse S, McCormick L, Downs WB, Waite RL, Barh D, Neal D, Braverman ER, Lohmann R, Borsten J, Hauser M, Han D, Liu Y, Helman M, Simpatico T. Neurogenetics and Nutrigenomics of Neuro-Nutrient Therapy for Reward Deficiency Syndrome (RDS): Clinical Ramifications as a Function of Molecular Neurobiological Mechanisms. ACTA ACUST UNITED AC 2013; 3:139. [PMID: 23926462 DOI: 10.4172/2155-6105.1000139] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In accord with the new definition of addiction published by American Society of Addiction Medicine (ASAM) it is well-known that individuals who present to a treatment center involved in chemical dependency or other documented reward dependence behaviors have impaired brain reward circuitry. They have hypodopaminergic function due to genetic and/or environmental negative pressures upon the reward neuro-circuitry. This impairment leads to aberrant craving behavior and other behaviors such as Substance Use Disorder (SUD). Neurogenetic research in both animal and humans revealed that there is a well-defined cascade in the reward site of the brain that leads to normal dopamine release. This cascade has been termed the "Brain Reward Cascade" (BRC). Any impairment due to either genetics or environmental influences on this cascade will result in a reduced amount of dopamine release in the brain reward site. Manipulation of the BRC has been successfully achieved with neuro-nutrient therapy utilizing nutrigenomic principles. After over four decades of development, neuro-nutrient therapy has provided important clinical benefits when appropriately utilized. This is a review, with some illustrative case histories from a number of addiction professionals, of certain molecular neurobiological mechanisms which if ignored may lead to clinical complications.
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Affiliation(s)
- Kenneth Blum
- Department of Psychiatry, University of Florida, McKnight Brain Institute, Gainesville, Fl, 100183, USA ; Department of Nutrigenomic, LifeGen, Inc. San Diego, CA, 92101, USA ; Department of Holistic Medicine, G&G Holistic Addiction Treatment Center, North Miami Beach, Fl, 33162, USA ; Center for Genomics and Applied Gene Technology, Institute of Integrative Omics and applied Biotechnology (IIOAB), Nonakuri, Purbe Medinpur, West Bengal, 721172, India ; Path Foundation NY, New York, 10001, New York USA ; Malibu Beach Recovery Center, Malibu Beach, California, 9026, USA ; Dominion Diagnostics, North Kingstown Rhode Island, 02852, USA ; Global Integrated Services Unit University of Vermont Center for Clinical & Translational Science, College of Medicine, Burlington, VT, USA
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Luijten M, Veltman DJ, Hester R, Smits M, Pepplinkhuizen L, Franken IHA. Brain activation associated with attentional bias in smokers is modulated by a dopamine antagonist. Neuropsychopharmacology 2012; 37:2772-9. [PMID: 22850734 PMCID: PMC3499728 DOI: 10.1038/npp.2012.143] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Attentional bias in substance-dependent individuals is the tendency to automatically direct the attention to substance-related cues in the environment. Attentional bias is known to be associated with clinical measures such as relapse or successful quitting in smokers. It has been suggested that attentional bias emerges as a consequence of dopaminergic activity evoked by substance-related cues. The current functional magnetic resonance imaging study employed a dopaminergic challenge in order to test whether brain activation associated with attentional bias in smokers could be modulated by a dopamine antagonist. A total of 25 smokers were compared with 24 controls. Participants were scanned twice while performing a pictorial attentional bias task. Haloperidol (2 mg), a selective D2/D3 dopamine antagonist, or placebo was orally administered 4 h before each scanning session in a double-blind randomized cross-over design. Imaging analyses were performed in a priori selected regions of interest. Results showed that smokers had enhanced brain activation compared with controls in the dorsal anterior cingulate cortex (dACC), right dorsolateral prefrontal cortex (r-DLPFC), and left superior parietal lobe (I-SPL) after placebo. Group × medication interactions were found in the dACC and r-DLPFC, with no differences between groups in these regions after haloperidol. The current findings suggest that a pharmacologically induced reduction in dopamine normalizes brain activation associated with attentional bias in the dACC and DLPFC in smokers, probably because salience of these cues is no longer detected when dopamine activity is reduced.
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Affiliation(s)
- Maartje Luijten
- Institute of Psychology, Erasmus University Rotterdam, Rotterdam, The Netherlands.
| | - Dick J Veltman
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands,Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Robert Hester
- Department of Psychological Sciences, University of Melbourne, Melbourne, Victoria, Australia
| | - Marion Smits
- Department of Radiology, Erasmus MC—University Medical Center Rotterdam, Rotterdam, The Netherlands
| | | | - Ingmar H A Franken
- Institute of Psychology, Erasmus University Rotterdam, Rotterdam, The Netherlands,Department of Child and Adolescent Psychiatry, Erasmus MC—Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Murphy A, Taylor E, Elliott R. The detrimental effects of emotional process dysregulation on decision-making in substance dependence. Front Integr Neurosci 2012; 6:101. [PMID: 23162443 PMCID: PMC3491319 DOI: 10.3389/fnint.2012.00101] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2012] [Accepted: 10/19/2012] [Indexed: 01/04/2023] Open
Abstract
Substance dependence is complex and multifactorial, with many distinct pathways involved in both the development and subsequent maintenance of addictive behaviors. Various cognitive mechanisms have been implicated, including impulsivity, compulsivity, and impaired decision-making. These mechanisms are modulated by emotional processes, resulting in increased likelihood of initial drug use, sustained substance dependence, and increased relapse during periods of abstinence. Emotional traits, such as sensation-seeking, are risk factors for substance use, and chronic drug use can result in further emotional dysregulation via effects on reward, motivation, and stress systems. We will explore theories of hyper and hypo sensitivity of the brain reward systems that may underpin motivational abnormalities and anhedonia. Disturbances in these systems contribute to the biasing of emotional processing toward cues related to drug use at the expense of natural rewards, which serves to maintain addictive behavior, via enhanced drug craving. We will additionally focus on the sensitization of the brain stress systems that result in negative affect states that continue into protracted abstinence that is may lead to compulsive drug-taking. We will explore how these emotional dysregulations impact upon decision-making controlled by goal-directed and habitual action selections systems, and, in combination with a failure of prefrontal inhibitory control, mediate maladaptive decision-making observed in substance dependent individuals such that they continue drug use in spite of negative consequences. An understanding of the emotional impacts on cognition in substance dependent individuals may guide the development of more effective therapeutic interventions.
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Affiliation(s)
- Anna Murphy
- Neuroscience and Psychiatry Unit, University of ManchesterManchester, UK
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Groman SM, Jentsch JD. Cognitive control and the dopamine D₂-like receptor: a dimensional understanding of addiction. Depress Anxiety 2012; 29:295-306. [PMID: 22147558 DOI: 10.1002/da.20897] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2011] [Revised: 08/05/2011] [Accepted: 08/06/2011] [Indexed: 11/09/2022] Open
Abstract
The phenotypic complexity of psychiatric conditions is revealed by the dimensional nature of these disorders, which consist of multiple behavioral, affective, and cognitive dysfunctions that can result in substantial psychosocial impairment. The high degree of heterogeneity in symptomatology and comorbidity suggests that simple categorical diagnoses of "affected" or "unaffected" may fail to capture the true characteristics of the disorder in a manner relevant to individualized treatment. A particular dimension of interest is cognitive control ability because impairments in the capacity to control thoughts, feelings, and actions are key to several psychiatric disorders. Here, we describe evidence suggesting that cognitive control over behavior is a crucial dimension of function relevant to addictions. Moreover, dopamine (DA) D(2)-receptor transmission is increasingly being identified as a point of convergence for these behavioral and cognitive processes. Consequently, we argue that measures of cognitive control and D(2) DA receptor function may be particularly informative markers of individual function and treatment response in addictions.
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Affiliation(s)
- Stephanie M Groman
- Department of Psychology, University of California, Los Angeles, California 90095-1563, USA
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Hou H, Tian M, Zhang H. Positron emission tomography molecular imaging of dopaminergic system in drug addiction. Anat Rec (Hoboken) 2012; 295:722-33. [PMID: 22467195 DOI: 10.1002/ar.22457] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2011] [Accepted: 03/01/2012] [Indexed: 12/27/2022]
Abstract
Dopamine (DA) is involved in drug reinforcement, but its role in drug addiction remains unclear. Positron emission tomography (PET) is the first technology used for the direct measurement of components of the dopaminergic system in the living human brain. In this article, we reviewed the major findings of PET imaging studies on the involvement of DA in drug addiction, especially in heroin addiction. Furthermore, we summarized PET radiotracers that have been used to study the role of DA in drug addiction. To investigate presynaptic function in drug addiction, PET tracers have been developed to measure DA synthesis and transport. For the investigation of postsynaptic function, several radioligands targeting dopamine one (D1) receptor and dopamine two (D2) receptor are extensively used in PET imaging studies. Moreover, we also summarized the PET imaging findings of heroin addiction studies, including heroin-induced DA increases and the reinforcement, role of DA in the long-term effects of heroin abuse, DA and vulnerability to heroin abuse and the treatment implications. PET imaging studies have corroborated the role of DA in drug addiction and increase our understanding the mechanism of drug addiction.
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Affiliation(s)
- Haifeng Hou
- Department of Nuclear Medicine, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
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Deficits in dopamine D(2) receptors and presynaptic dopamine in heroin dependence: commonalities and differences with other types of addiction. Biol Psychiatry 2012; 71:192-8. [PMID: 22015315 PMCID: PMC3253988 DOI: 10.1016/j.biopsych.2011.08.024] [Citation(s) in RCA: 123] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2011] [Revised: 07/27/2011] [Accepted: 08/15/2011] [Indexed: 11/22/2022]
Abstract
BACKGROUND Positron emission tomography (PET) imaging studies have shown that addiction to a number of substances of abuse is associated with a decrease in dopamine D(2/3) receptor binding and decreased presynaptic dopamine release in the striatum. Some studies have also shown that these reductions are associated with the severity of addiction. For example, in cocaine dependence, low dopamine release is associated with the choice to self-administer cocaine. The goal of the present study was to investigate these parameters of striatal dopamine transmission in heroin dependence and their association with drug seeking behavior. METHODS Heroin-dependent and healthy control subjects were scanned with [(11)C]raclopride before and after stimulant administration (methylphenidate) to measure striatal D(2/3) receptor binding and presynaptic dopamine release. After the PET scans, the heroin-dependent subjects performed heroin self-administration sessions. RESULTS Both striatal D(2/3) receptor binding and dopamine release were reduced in the heroin-dependent subjects compared with healthy control subjects. However, neither PET measure of dopamine transmission predicted the choice to self-administer heroin. CONCLUSIONS These findings show that heroin addiction, like addiction to other drugs of abuse, is associated with low D(2/3) receptor binding and low presynaptic dopamine. However, neither of these outcome measures was associated with the choice to self-administer heroin.
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Abstract
Illicit use of opiates is the fastest growing substance use problem in the United States, and the main reason for seeking addiction treatment services for illicit drug use throughout the world. It is associated with significant morbidity and mortality related to human immunodeficiency virus, hepatitis C, and overdose. Treatment for opiate addiction requires long-term management. Behavioral interventions alone have extremely poor outcomes, with more than 80% of patients returning to drug use. Similarly poor results are seen with medication-assisted detoxification. This article provides a topical review of the three medications approved by the Food and Drug Administration for long-term treatment of opiate dependence: the opioid-agonist methadone, the partial opioid-agonist buprenorphine, and the opioid-antagonist naltrexone. Basic mechanisms of action and treatment outcomes are described for each medication. Results indicate that maintenance medication provides the best opportunity for patients to achieve recovery from opiate addiction. Extensive literature and systematic reviews show that maintenance treatment with either methadone or buprenorphine is associated with retention in treatment, reduction in illicit opiate use, decreased craving, and improved social function. Oral naltrexone is ineffective in treating opiate addiction, but recent studies using extended-release naltrexone injections have shown promise. Although no direct comparisons between extended-release naltrexone injections and either methadone or buprenorphine exist, indirect comparison of retention shows inferior outcome compared with methadone and buprenorphine. Further work is needed to directly compare each medication and determine individual factors that can assist in medication selection. Until such time, selection of medication should be based on informed choice following a discussion of outcomes, risks, and benefits of each medication.
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Affiliation(s)
- Gavin Bart
- Division of Addiction Medicine, Hennepin County Medical Center, Minneapolis, Minnesota 55415, USA.
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Olsen CM. Natural rewards, neuroplasticity, and non-drug addictions. Neuropharmacology 2011; 61:1109-22. [PMID: 21459101 PMCID: PMC3139704 DOI: 10.1016/j.neuropharm.2011.03.010] [Citation(s) in RCA: 237] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2010] [Revised: 03/08/2011] [Accepted: 03/09/2011] [Indexed: 01/28/2023]
Abstract
There is a high degree of overlap between brain regions involved in processing natural rewards and drugs of abuse. "Non-drug" or "behavioral" addictions have become increasingly documented in the clinic, and pathologies include compulsive activities such as shopping, eating, exercising, sexual behavior, and gambling. Like drug addiction, non-drug addictions manifest in symptoms including craving, impaired control over the behavior, tolerance, withdrawal, and high rates of relapse. These alterations in behavior suggest that plasticity may be occurring in brain regions associated with drug addiction. In this review, I summarize data demonstrating that exposure to non-drug rewards can alter neural plasticity in regions of the brain that are affected by drugs of abuse. Research suggests that there are several similarities between neuroplasticity induced by natural and drug rewards and that, depending on the reward, repeated exposure to natural rewards might induce neuroplasticity that either promotes or counteracts addictive behavior.
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Affiliation(s)
- Christopher M Olsen
- Department of Molecular Physiology & Biophysics, Vanderbilt University School of Medicine, Nashville, TN 37232-0615, USA.
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67
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Unexpected detection of nodular melanoma of the skin on the scalp by I-123 IBZM brain SPECT. Clin Nucl Med 2011; 36:148-9. [PMID: 21220985 DOI: 10.1097/rlu.0b013e318203be54] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Melanocytes and dopaminergic neurons share the same ectodermal origin and can both produce melanin. Indeed, in vivo studies have shown that the radiopharmaceutical iodine-123-iodobenzamide (I-123 IBZM), which binds in vivo to dopamine D(2/3) receptors, is also able to detect melanoma, and particularly melanotic melanoma. We report a case of intense IBZM uptake in nodular melanoma of the skin on the scalp. The presence of unexpected focal IBZM uptake of the skin justified histologic examination, which revealed nodular melanoma. Melanoma should be considered when one is confronted with atypical focal uptake of benzamide derivatives like IBZM, in or outside the brain.
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Fareed A, Vayalapalli S, Casarella J, Amar R, Drexler K. Heroin anticraving medications: a systematic review. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2010; 36:332-41. [PMID: 20955107 DOI: 10.3109/00952990.2010.505991] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Heroin craving is a trigger for relapse and dropping out of treatment. Methadone has been the standard medication for the management of heroin craving. OBJECTIVES We explored the medication options other than methadone which may have heroin anticraving properties. METHODS To be selected for the review, articles had to include outcome measures of the effect of the studied medication on subjective and/or objective opiate craving and be of the following two types: (1) randomized, controlled, and/or double-blind clinical trials (RCTs) examining the relationship between the studied medication and heroin craving; (2) nonrandomized and observational studies (NRSs) examining the relationship between the studied medication and heroin craving. Thirty-three articles were initially included in the review. Twenty-one were excluded because they did not meet the inclusion criteria. We present the results of 12 articles that met all the inclusion criteria. RESULTS Some new medications have been under investigation and seem promising for the treatment of opiate craving. Buprenorphine is the second most studied medication after methadone for its effect on opiate craving. At doses above 8 mg daily, it seems very promising and practical for managing opiate craving in patients receiving long-term opioid maintenance treatment. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE In doses higher than 8 mg daily, buprenorphine is an appropriate treatment for opiate craving. More research with rigorous methodology is needed to study the effect of buprenorphine on heroin craving. Also more studies are needed to directly compare buprenorphine and methadone with regard to their effects on heroin craving.
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Affiliation(s)
- Ayman Fareed
- Department of Psychiatry, Emory University, School of Medicine/Atlanta VA Medical center, Decatur, GA 30033, USA.
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Crunelle CL, Miller ML, Booij J, van den Brink W. The nicotinic acetylcholine receptor partial agonist varenicline and the treatment of drug dependence: a review. Eur Neuropsychopharmacol 2010; 20:69-79. [PMID: 19959340 DOI: 10.1016/j.euroneuro.2009.11.001] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2009] [Revised: 09/30/2009] [Accepted: 11/09/2009] [Indexed: 11/25/2022]
Abstract
Drug dependence is a chronic brain disease characterized by recurrent episodes of relapse, even when the person is motivated to quit. Relapse is a major problem and new pharmacotherapies are needed to prevent relapse episodes. The nicotinic acetylcholine receptor (nAChR) plays an important role in nicotine dependence, alcohol consumption and cue-induced cocaine craving. Stimulation of the nAChR has been found to alter and modulate cell firing in brain areas important for the maintenance of drug dependence. Varenicline, an alpha4beta2 nAChR partial agonist and an alpha7 nAChR full agonist registered for the treatment of nicotine dependence, significantly reduces nicotine craving and prevents relapse. In addition, varenicline reduces alcohol consumption in rats. Based on a review of the available literature, we hypothesize a potential role for varenicline in the prevention of relapse in patients recovering from drug dependence other than nicotine dependence.
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Affiliation(s)
- Cleo L Crunelle
- Amsterdam Institute for Addiction Research and Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands.
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70
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Abstract
This chapter will review the literature on differences in the brain chemistry of alcohol- and drug-dependent individuals compared to healthy controls as measured with positron emission tomography and single photon emission computed tomography. Specifically, alterations in dopamine, serotonin, opioid, and GABA systems in cocaine, alcohol, nicotine, and heroin dependence have been examined. These neurochemical systems are integrated and play significant roles in a final common pathway mediating addiction in the brain. One recurrent finding is that dopaminergic dysfunction is prevalent in both alcohol and drug dependent populations, and specifically there is a lower availability of dopamine type 2/3 receptors in cocaine-, alcohol-, nicotine-, and heroin-dependent individuals compared to healthy controls. The development of novel radiotracers that target additional receptor systems will further our understanding of the neurochemical basis of addiction.
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Affiliation(s)
- Kelly P Cosgrove
- Department of Psychiatry, Yale University School of Medicine, West Haven, CT 06516, USA.
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Lingford-Hughes A, Watson B, Kalk N, Reid A. Neuropharmacology of addiction and how it informs treatment. Br Med Bull 2010; 96:93-110. [PMID: 21044987 DOI: 10.1093/bmb/ldq032] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Our knowledge about the neuropharmacology of addiction is increasing and is leading to more informed development of pharmacotherapy. Although the dopaminergic mesolimbic system plays a central role in 'liking', reward and motivation, medications directly targeting it have not proved a very fruitful approach to treating addictions. A review of the literature was performed to find articles relating current and developing pharmacological treatments in the clinic and their underlying neuropharmacology. We focussed on the most common addictions for which pharmacology plays an important role. By characterizing what neurotransmitters modulate this dopaminergic pathway, new medications are now in the clinic and being successfully applied to treat a variety of addictions. In addition to modulating this reward pathway, alternative approaches in the future will target learning and memory, improving impulse control and decision-making.
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Affiliation(s)
- Anne Lingford-Hughes
- Department of Experimental Medicine, Imperial College, Burlington Danes Building, Hammersmith Hospital Site, 160 Du Cane Road, London, UK.
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72
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Abstract
The neuropsychological network is a complex structure. To identify processes location and network capacity the brain imaging techniques together and in combination with other neuropsychological techniques and the expanding of well elaborated designs provide us with a multidimensional understanding, and contributes to the understanding of each illicit drug's character, which is of importance in designing of new treatment programs and clinical practice. Cannabis, MDMA, amphetamine, cocaine, and heroin abusers display both acute effects and chronic effects, deficits in attention, memory, and executive functioning. These deficits may last beyond the period of intoxication and cumulate with years of use. Cannabis users may recruit an alternative neural network as a compensatory mechanism during performance of tasks of attention. There is some evidence indicating the detrimental effects of cannabis on the maturing adolescent brain. Stimulant dependence is characterized by a distributed alteration of functional activation. Attenuated anterior and posterior cingulate activation, reduced inferior frontal and dorsolateral prefrontal cortex activation, and altered posterior parietal activation point towards an inadequate demand-specific processing of information. On an individual level they exhibit process-related brain activation differences that are consistent with a shift from context-specific, effortful processing to more stereotyped, habitual response generation. Finally, opiate use appears to decrease the ability to shift cognitive set and inhibit inappropriate response tendencies.
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Affiliation(s)
- Thomas Lundqvist
- Drug Addiction Treatment Centre, Lund University hospital, Lund, SE-22185, Sweden.
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73
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Abstract
This paper is the 31st consecutive installment of the annual review of research concerning the endogenous opioid system. It summarizes papers published during 2008 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides, opioid receptors, opioid agonists and opioid antagonists. The particular topics that continue to be covered include the molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors related to behavior (Section 2), and the roles of these opioid peptides and receptors in pain and analgesia (Section 3); stress and social status (Section 4); tolerance and dependence (Section 5); learning and memory (Section 6); eating and drinking (Section 7); alcohol and drugs of abuse (Section 8); sexual activity and hormones, pregnancy, development and endocrinology (Section 9); mental illness and mood (Section 10); seizures and neurologic disorders (Section 11); electrical-related activity and neurophysiology (Section 12); general activity and locomotion (Section 13); gastrointestinal, renal and hepatic functions (Section 14); cardiovascular responses (Section 15); respiration and thermoregulation (Section 16); and immunological responses (Section 17).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, 65-30 Kissena Blvd, Flushing, NY 11367, United States.
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Bossert JM, Wihbey KA, Pickens CL, Nair SG, Shaham Y. Role of dopamine D(1)-family receptors in dorsolateral striatum in context-induced reinstatement of heroin seeking in rats. Psychopharmacology (Berl) 2009; 206:51-60. [PMID: 19506837 PMCID: PMC3145155 DOI: 10.1007/s00213-009-1580-x] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2009] [Accepted: 05/23/2009] [Indexed: 10/20/2022]
Abstract
RATIONALE In humans, exposure to environmental contexts previously associated with heroin intake can provoke relapse to drug use. In rats, exposure to heroin-associated contexts after extinction of drug-reinforced responding in different contexts reinstates heroin seeking. This effect is attenuated by blockade of D(1)-family receptors in lateral or medial accumbens shell, but not accumbens core. OBJECTIVES In this study, we further characterized the role of striatal D(1)-family receptors in context-induced reinstatement by assessing the effect of dorsolateral or dorsomedial injections of the D(1)-family receptor antagonist SCH 23390 on this reinstatement. MATERIALS AND METHODS Rats were trained to self-administer heroin (0.05-0.10 mg/kg per infusion) for 12 days; drug infusions were paired with a discrete tone-light cue. Subsequently, heroin-reinforced lever pressing was extinguished in the presence of the discrete cue in a nondrug context. During reinstatement tests under extinction conditions, the D(1)-family receptor antagonist SCH 23390 (0.3-1.0 microg per side) was injected into the dorsolateral or dorsomedial striatum prior to exposure to heroin self-administration context or the nondrug (extinction) context. We then used a disconnection procedure to examine whether D(1)-family receptors in the dorsolateral striatum and lateral accumbens shell jointly or independently support context-induced reinstatement. RESULTS Dorsolateral but not dorsomedial SCH 23390 injections attenuated context-induced reinstatement of heroin seeking. SCH 23390 injections into the dorsolateral striatum of one hemisphere and lateral accumbens shell of the other hemisphere were ineffective. CONCLUSIONS Results indicate that dorsolateral striatum D(1)-family dopamine receptors are critical for context-induced reinstatement of heroin seeking. Results also suggest that D(1)-receptor-mediated dopamine transmission in the dorsolateral striatum and lateral accumbens shell independently support this reinstatement.
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Leri F, Zhou Y, Goddard B, Levy A, Jacklin D, Kreek MJ. Steady-state methadone blocks cocaine seeking and cocaine-induced gene expression alterations in the rat brain. Eur Neuropsychopharmacol 2009; 19:238-49. [PMID: 18990547 PMCID: PMC2900837 DOI: 10.1016/j.euroneuro.2008.09.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2008] [Revised: 08/22/2008] [Accepted: 09/30/2008] [Indexed: 11/26/2022]
Abstract
To elucidate the effects of steady-state methadone exposure on responding to cocaine conditioned stimuli and on cocaine-induced alterations in central opioid, hypocretin/orexin, and D2 receptor systems, male Sprague-Dawley rats received intravenous infusions of 1 mg/kg/inf cocaine paired with an audiovisual stimulus over three days of conditioning. Then, mini pumps releasing vehicle or 30 mg/kg/day methadone were implanted (SC), and lever pressing for the stimulus was assessed in the absence of cocaine and after a cocaine prime (20 mg/kg, IP). It was found that rats treated with vehicle, but not methadone, responded for the cocaine conditioned stimulus and displayed elevated mu-opioid receptor mRNA expression in the nucleus accumbens core and basolateral amygdala, reduced hypocretin/orexin mRNA in the lateral hypothalamus, and reduced D2 receptor mRNA in the caudate-putamen. This is the first demonstration that steady-state methadone administered after cocaine exposure blocks cocaine-induced behavioral and neural adaptations.
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MESH Headings
- Acoustic Stimulation/methods
- Analgesics, Opioid/administration & dosage
- Analysis of Variance
- Animals
- Behavior, Animal/drug effects
- Brain/drug effects
- Cocaine/pharmacology
- Cocaine-Related Disorders/drug therapy
- Cocaine-Related Disorders/metabolism
- Conditioning, Classical/drug effects
- Conditioning, Operant/drug effects
- Dopamine Uptake Inhibitors/pharmacology
- Drug Administration Schedule
- Drug Delivery Systems/methods
- Dynorphins/genetics
- Dynorphins/metabolism
- Gene Expression Regulation/drug effects
- Intracellular Signaling Peptides and Proteins/genetics
- Intracellular Signaling Peptides and Proteins/metabolism
- Locomotion/drug effects
- Male
- Methadone/administration & dosage
- Neuropeptides/genetics
- Neuropeptides/metabolism
- Orexins
- Photic Stimulation/methods
- RNA, Messenger/metabolism
- Rats
- Rats, Sprague-Dawley
- Receptors, Dopamine D2/genetics
- Receptors, Dopamine D2/metabolism
- Receptors, Opioid, mu/genetics
- Receptors, Opioid, mu/metabolism
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Affiliation(s)
- Francesco Leri
- Department of Psychology, University of Guelph, Guelph, Canada.
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Neurobiological substrates of cue-elicited craving and anhedonia in recently abstinent opioid-dependent males. Drug Alcohol Depend 2009; 99:183-92. [PMID: 18823721 DOI: 10.1016/j.drugalcdep.2008.07.012] [Citation(s) in RCA: 111] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2008] [Revised: 07/02/2008] [Accepted: 07/24/2008] [Indexed: 01/08/2023]
Abstract
AIM Drug-related stimuli may induce craving in addicted patients, prompting drug-seeking behaviour. In addition, studies have shown addicted patients to be less sensitive to pleasant, but non-drug-related, stimuli; a condition generally referred to as anhedonia. The neural correlates of cue-induced craving and anhedonia in opioid-dependent patients are, however, not well understood. We studied brain activation patterns following visual presentation of neutral, pleasant and heroin-related cues. METHODS Detoxified opioid-dependent males (n=12) and healthy male control subjects (n=17) underwent functional magnetic resonance imaging (fMRI) while subjects viewed neutral, pleasant and heroin-related images. In addition, subjective cue-elicited craving (OCDUS and DDQ) and anhedonia (SHAPS) were measured. RESULTS Opioid-dependent subjects, but not control subjects, showed significant increases in activation in hippocampal region and subcortical limbic structures in response to heroin-related stimuli with a significant group x stimulus interaction effect for the subthalamic nucleus (STN). Control subjects, but not opioid-dependent subjects, showed significant increases in activation of anterior frontal areas and basal ganglia while viewing pleasant images with a significant group x stimulus interaction effect for bilateral anterior prefrontal cortex. Regression analyses showed a positive association between cue-elicited craving and ventral tegmental area (VTA) activation in response to heroin-related stimuli in heroin-dependent patients. In addition, a negative correlation was found between self-reported anhedonia and medial prefrontal regions in both groups. CONCLUSIONS Our findings suggest that the VTA is prominently involved in cue-induced opioid craving for heroin stimuli, in addition to mesolimbic and mesocortical pathways as identified in previous research. The present study also provides further evidence for the involvement of the STN in reward processing. Finally, our data support the presence of reduced brain activation in heroin-dependent patients in response to pleasant (non-drug-related) stimuli.
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