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Zafar R, Siegel M, Harding R, Barba T, Agnorelli C, Suseelan S, Roseman L, Wall M, Nutt DJ, Erritzoe D. Psychedelic therapy in the treatment of addiction: the past, present and future. Front Psychiatry 2023; 14:1183740. [PMID: 37377473 PMCID: PMC10291338 DOI: 10.3389/fpsyt.2023.1183740] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 05/15/2023] [Indexed: 06/29/2023] Open
Abstract
Psychedelic therapy has witnessed a resurgence in interest in the last decade from the scientific and medical communities with evidence now building for its safety and efficacy in treating a range of psychiatric disorders including addiction. In this review we will chart the research investigating the role of these interventions in individuals with addiction beginning with an overview of the current socioeconomic impact of addiction, treatment options, and outcomes. We will start by examining historical studies from the first psychedelic research era of the mid-late 1900s, followed by an overview of the available real-world evidence gathered from naturalistic, observational, and survey-based studies. We will then cover modern-day clinical trials of psychedelic therapies in addiction from first-in-human to phase II clinical trials. Finally, we will provide an overview of the different translational human neuropsychopharmacology techniques, including functional magnetic resonance imaging (fMRI) and positron emission tomography (PET), that can be applied to foster a mechanistic understanding of therapeutic mechanisms. A more granular understanding of the treatment effects of psychedelics will facilitate the optimisation of the psychedelic therapy drug development landscape, and ultimately improve patient outcomes.
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Affiliation(s)
- Rayyan Zafar
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Maxim Siegel
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Rebecca Harding
- Clinical Psychopharmacology Unit, University College London, London, United Kingdom
| | - Tommaso Barba
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Claudio Agnorelli
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Shayam Suseelan
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Leor Roseman
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Matthew Wall
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Invicro, London, United Kingdom
| | - David John Nutt
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - David Erritzoe
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
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Nutt D, Hayes A, Fonville L, Zafar R, Palmer EO, Paterson L, Lingford-Hughes A. Alcohol and the Brain. Nutrients 2021; 13:3938. [PMID: 34836193 PMCID: PMC8625009 DOI: 10.3390/nu13113938] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 11/01/2021] [Accepted: 11/02/2021] [Indexed: 12/20/2022] Open
Abstract
Alcohol works on the brain to produce its desired effects, e.g., sociability and intoxication, and hence the brain is an important organ for exploring subsequent harms. These come in many different forms such as the consequences of damage during intoxication, e.g., from falls and fights, damage from withdrawal, damage from the toxicity of alcohol and its metabolites and altered brain structure and function with implications for behavioral processes such as craving and addiction. On top of that are peripheral factors that compound brain damage such as poor diet, vitamin deficiencies leading to Wernicke-Korsakoff syndrome. Prenatal alcohol exposure can also have a profound impact on brain development and lead to irremediable changes of fetal alcohol syndrome. This chapter briefly reviews aspects of these with a particular focus on recent brain imaging results. Cardiovascular effects of alcohol that lead to brain pathology are not covered as they are dealt with elsewhere in the volume.
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Affiliation(s)
- David Nutt
- Neuropsychopharmacology Unit, Division of Psychiatry, Department of Brain Sciences, Hammersmith Hospital, Imperial College London, London W12 ONN, UK; (A.H.); (L.F.); (R.Z.); (E.O.C.P.); (L.P.); (A.L.-H.)
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3
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Distinct patterns of prefrontal cortical disengagement during inhibitory control in addiction: A meta-analysis based on population characteristics. Neurosci Biobehav Rev 2021; 127:255-269. [PMID: 33933507 DOI: 10.1016/j.neubiorev.2021.04.028] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 03/22/2021] [Accepted: 04/25/2021] [Indexed: 11/21/2022]
Abstract
Prefrontal cortical dysfunctions underlying inhibitory control deficits in addiction are complex and likely dependent on population characteristics. Here, we conducted a meta-analysis to examine alterations in brain activations during response inhibition in addicted individuals. We characterized imaging findings based on substance use status, diagnosis, substance classes, and task performance. Results revealed in those with active drug addiction hypoactivation of the left dorsal anterior cingulate cortex (dACC) and right middle frontal gyrus (MFG), compared with healthy controls. Weakening of the dACC and MFG activations was particularly pronounced in nicotine users, respectively. Impaired task performance was also associated with diminished MFG activation. In contrast, abstinent users did not exhibit any significant differences compared with healthy controls. Those with behavioral addictions were characterized by higher midcingulate cortical activation. Thus, the neural disengagement during response inhibition in active drug addiction was limited to a small number of prefrontal cortical regions and dependent on population characteristics. Finally, the evidence for potential normalization of hypofrontality following substance use cessation highlights the benefits of abstinence in restoring cerebral functions.
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Garke MÅ, Isacsson NH, Sörman K, Bjureberg J, Hellner C, Gratz KL, Berghoff CR, Sinha R, Tull MT, Jayaram-Lindström N. Emotion dysregulation across levels of substance use. Psychiatry Res 2021; 296:113662. [PMID: 33406445 DOI: 10.1016/j.psychres.2020.113662] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 12/16/2020] [Indexed: 12/20/2022]
Abstract
Emotion dysregulation has shown to be of importance in the onset and maintenance of psychiatric disorders, including substance use disorders. How difficulties in emotion regulation differ across levels of substance use, and whether these relations are influenced by co-occurring psychiatric disorders, is less clear. This study aimed to identify difficulties in emotion regulation across the spectrum of substance use and evaluate the influence of co-occurring psychiatric symptoms. Self-reported emotion regulation difficulties, substance use, and other psychiatric symptoms were assessed in one community sample (n = 843) and two inpatient clinics, with substance use disorder populations (n = 415). Data were merged and analyzed with regression models and correlations. Emotion dysregulation was distributed across different levels of substance use, and significantly associated with substance use severity and frequency. High substance use severity and frequency was significantly associated with high scores on the emotion dysregulation facet specifically involving difficulties controlling impulsive behaviors. Psychiatric symptoms did not significantly influence the association between substance use and emotion dysregulation. Results indicate an association between emotion dysregulation and the frequency and severity of substance use, and also suggest that difficulties controlling impulsive behaviors may be a potentially useful treatment target for individuals with substance dependence.
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Affiliation(s)
- Maria Å Garke
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Sweden.
| | - Nils Hentati Isacsson
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Sweden
| | - Karolina Sörman
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Sweden
| | - Johan Bjureberg
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Sweden
| | - Clara Hellner
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Sweden
| | - Kim L Gratz
- Department of Psychology, University of Toledo, USA
| | | | - Rajita Sinha
- Department of Psychiatry, Yale School of Medicine, Yale University, USA.
| | | | - Nitya Jayaram-Lindström
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Sweden
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Hayes A, Herlinger K, Paterson L, Lingford-Hughes A. The neurobiology of substance use and addiction: evidence from neuroimaging and relevance to treatment. BJPSYCH ADVANCES 2020. [DOI: 10.1192/bja.2020.68] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
SUMMARYAddiction is a global health problem with a chronic relapsing nature for which there are few treatment options. In the past few decades, neuroimaging has allowed us to better understand the neurobiology of addiction. Functional neuroimaging paradigms have been developed to probe the neural circuits underlying addiction, including reward, inhibitory control, stress, emotional processing and learning/memory networks. Functional neuroimaging has also been used to provide biological support for the benefits of psychosocial and pharmacological interventions, although evidence remains limited and often inconclusive in this area, which may contribute to the variability in treatment efficacy. In this article, we discuss the changing definitions and clinical criteria that describe and classify addictive disorders. Using examples from functional neuroimaging studies we summarise the neurobiological mechanisms that underpin drug use, dependence, tolerance, withdrawal and relapse. We discuss the links between functional neuroimaging and treatment, outline clinical management in the UK and give an overview of future directions in research and addiction services.
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Sion A, Bruña Fernández R, Martínez Maldonado A, Domínguez Centeno I, Torrado‐Carvajal A, Rubio G, Pereda E, Jurado‐Barba R. Resting‐state connectivity and network parameter analysis in alcohol‐dependent males. A simultaneous EEG‐MEG study. J Neurosci Res 2020; 98:1857-1876. [DOI: 10.1002/jnr.24673] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Revised: 05/15/2020] [Accepted: 05/25/2020] [Indexed: 02/04/2023]
Affiliation(s)
- Ana Sion
- 12 de Octubre Biomedical Research Institute Madrid Spain
| | - Ricardo Bruña Fernández
- Laboratory of Cognitive and Computational Neuroscience Center for Biomedical Technology (CTB) Madrid Spain
- Department of Experimental Psychology Universidad Complutense de Madrid Madrid Spain
- Networking Research Center on Bioengineering Biomaterials and Nanomedicine (CIBER‐BBN) Madrid Spain
| | | | - Isabel Domínguez Centeno
- 12 de Octubre Biomedical Research Institute Madrid Spain
- Psychology Department, Health Science Faculty Camilo José Cela University Madrid Spain
| | - Angel Torrado‐Carvajal
- Athinoula A. Martinos Center for Biomedical Imaging Department of Radiology Massachusetts General Hospital and Harvard Medical School Boston MA USA
- Medical Image Analysis and Biometry Laboratory Universidad Rey Juan Carlos Madrid Spain
| | - Gabriel Rubio
- 12 de Octubre Biomedical Research Institute Madrid Spain
- 12 de Octubre Hospital Madrid Spain
- Medicine Faculty Complutense de Madrid University Madrid Spain
- Addictive Disorders Network (Red de Trastornos adictivos, RETIS) Carlos III Institute Madrid Spain
| | - Ernesto Pereda
- Laboratory of Cognitive and Computational Neuroscience Center for Biomedical Technology (CTB) Madrid Spain
- Department of Industrial Engineering & IUNE Universidad de la Laguna San Cristóbal de La Laguna Spain
| | - Rosa Jurado‐Barba
- 12 de Octubre Biomedical Research Institute Madrid Spain
- Psychology Department, Health Science Faculty Camilo José Cela University Madrid Spain
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Paasche C, Weibel S, Wittmann M, Lalanne L. Time perception and impulsivity: A proposed relationship in addictive disorders. Neurosci Biobehav Rev 2019; 106:182-201. [DOI: 10.1016/j.neubiorev.2018.12.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 11/07/2018] [Accepted: 12/04/2018] [Indexed: 12/11/2022]
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Nestor LJ, Paterson LM, Murphy A, McGonigle J, Orban C, Reed L, Taylor E, Flechais R, Smith D, Bullmore ET, Ersche KD, Suckling J, Elliott R, Deakin B, Rabiner I, Lingford Hughes A, Sahakian BJ, Robbins TW, Nutt DJ. Naltrexone differentially modulates the neural correlates of motor impulse control in abstinent alcohol-dependent and polysubstance-dependent individuals. Eur J Neurosci 2019; 50:2311-2321. [PMID: 30402987 PMCID: PMC6767584 DOI: 10.1111/ejn.14262] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 09/18/2018] [Accepted: 09/21/2018] [Indexed: 12/25/2022]
Abstract
Identifying key neural substrates in addiction disorders for targeted drug development remains a major challenge for clinical neuroscience. One emerging target is the opioid system, where substance-dependent populations demonstrate prefrontal opioid dysregulation that predicts impulsivity and relapse. This may suggest that disturbances to the prefrontal opioid system could confer a risk for relapse in addiction due to weakened 'top-down' control over impulsive behaviour. Naltrexone is currently licensed for alcohol dependence and is also used clinically for impulse control disorders. Using a go/no-go (GNG) task, we examined the effects of acute naltrexone on the neural correlates of successful motor impulse control in abstinent alcoholics (AUD), abstinent polysubstance-dependent (poly-SUD) individuals and controls during a randomised double blind placebo controlled fMRI study. In the absence of any differences on GNG task performance, the AUD group showed a significantly greater BOLD response compared to the control group in lateral and medial prefrontal regions during both placebo and naltrexone treatments; effects that were positively correlated with alcohol abstinence. There was also a dissociation in the positive modulating effects of naltrexone in the orbitofrontal cortex (OFC) and anterior insula cortex (AIC) of the AUD and poly-SUD groups respectively. Self-reported trait impulsivity in the poly-SUD group also predicted the effect of naltrexone in the AIC. These results suggest that acute naltrexone differentially amplifies neural responses within two distinct regions of a salience network during successful motor impulse control in abstinent AUD and poly-SUD groups, which are predicted by trait impulsivity in the poly-SUD group.
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Affiliation(s)
- Liam J. Nestor
- Neuropsychopharmacology UnitCentre for PsychiatryImperial College LondonLondonUK
- Department of PsychiatryUniversity of CambridgeCambridgeUK
| | - Louise M. Paterson
- Neuropsychopharmacology UnitCentre for PsychiatryImperial College LondonLondonUK
| | - Anna Murphy
- Neuroscience and Psychiatry UnitUniversity of ManchesterManchesterUK
| | - John McGonigle
- Neuropsychopharmacology UnitCentre for PsychiatryImperial College LondonLondonUK
| | - Csaba Orban
- Neuropsychopharmacology UnitCentre for PsychiatryImperial College LondonLondonUK
| | - Laurence Reed
- Neuropsychopharmacology UnitCentre for PsychiatryImperial College LondonLondonUK
| | - Eleanor Taylor
- Neuroscience and Psychiatry UnitUniversity of ManchesterManchesterUK
| | - Remy Flechais
- Neuropsychopharmacology UnitCentre for PsychiatryImperial College LondonLondonUK
| | - Dana Smith
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Department of PsychologyUniversity of CambridgeCambridgeUK
| | | | - Karen D. Ersche
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Department of PsychologyUniversity of CambridgeCambridgeUK
| | - John Suckling
- Department of PsychiatryUniversity of CambridgeCambridgeUK
| | - Rebecca Elliott
- Neuroscience and Psychiatry UnitUniversity of ManchesterManchesterUK
| | - Bill Deakin
- Neuroscience and Psychiatry UnitUniversity of ManchesterManchesterUK
| | - Ilan Rabiner
- ImanovaCentre for Imaging SciencesInvicroLondonUK
| | - Anne Lingford Hughes
- Neuropsychopharmacology UnitCentre for PsychiatryImperial College LondonLondonUK
| | - Barbara J. Sahakian
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Department of PsychologyUniversity of CambridgeCambridgeUK
| | - Trevor W. Robbins
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Department of PsychologyUniversity of CambridgeCambridgeUK
| | - David J. Nutt
- Neuropsychopharmacology UnitCentre for PsychiatryImperial College LondonLondonUK
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Cavicchioli M, Prudenziati F, Movalli M, Ramella P, Maffei C. The Severity of Personality Pathology: A Risk Factor for Concurrent Substance Use Disorders in Alcohol Use Disorder. J Dual Diagn 2019; 15:159-171. [PMID: 31088228 DOI: 10.1080/15504263.2019.1612131] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Objective: Co-occurrence of substance use disorders (CO-substance use disorders) among individuals with alcohol use disorder (AUD) is largely recognized as a critical clinical issue. However, the specific clinical variables involved are still unclear. The recent findings are controversial in pointing out the unique contribution of both impulsivity and emotion dysregulation on CO-substance use disorders. Furthermore, the co-variation between AUD and other substance use disorders includes different aspects of maladaptive personality functioning (i.e., overall severity and specific features). Therefore, this study aims at clarifying the role of impulsivity, emotional dysregulation, and severity of personality pathology on CO-substance use disorders among treatment-seeking individuals with AUD. Methods: One hundred ninety-three treatment-seeking individuals with AUD (DSM-IV-TR) were consecutively recruited. Impulsivity (Barratt Impulsiveness Scale [BIS-11]), emotional dysregulation (Difficulties in Emotion Regulation Scale [DERS]), and personality pathology (Structured Clinical Interview for DSM-IV Axis II Personality Disorder [SCID-II]) were assessed after a 2-week detoxification period. The analyses were based on several stepwise forward logistic regressions. The total score of BIS-11 and DERS together with the number of SCID-II criteria were considered, in following the order, as independent variables controlling for the comorbidity with other lifetime Axis I disorders. CO-substance use disorders was the dependent variable (i.e., any CO-substance use disorders, benzodiazepine and cannabis/cocaine use disorders). Results: The number of SCID-II criteria was the only significant predictor of overall CO-substance use disorders, odds ratio (OR) = 1.16; 95% confidence interval (CI) [1.07, 1.26], p < .01, and cannabis/cocaine use disorders, OR = 1.19; 95% CI [1.08, 1.31], p < .01. On the contrary, DERS total score was the most robust predictor of benzodiazepine use disorder, OR = 1.02; 95% CI [1.01, 1.04], p < .01, albeit the severity of maladaptive personality functioning was also significantly associated with this disorder, OR = 1.09; 95% CI [1.00, 1.18], p < .05. Conclusions: The severity of maladaptive personality pathology represents one of the main aspects involved in CO-substance use disorders among individuals with AUD. This dimension predicts the CO-substance use disorders above and beyond specific personality dimensions and other psychiatric conditions. Therefore, personality functioning should be precisely assessed and personality pathology should be addressed in the framework of AUD treatments for promoting effective long-term outcomes.
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Affiliation(s)
- Marco Cavicchioli
- Department of Psychology, University "Vita-Salute San Raffaele" , Milan , Italy.,Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital , Milan , Italy
| | - Francesca Prudenziati
- Department of Psychology, University "Vita-Salute San Raffaele" , Milan , Italy.,Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital , Milan , Italy
| | - Mariagrazia Movalli
- Department of Psychology, University "Vita-Salute San Raffaele" , Milan , Italy.,Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital , Milan , Italy
| | - Pietro Ramella
- Department of Psychology, University "Vita-Salute San Raffaele" , Milan , Italy.,Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital , Milan , Italy
| | - Cesare Maffei
- Department of Psychology, University "Vita-Salute San Raffaele" , Milan , Italy.,Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital , Milan , Italy
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10
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Zhou X, Zimmermann K, Xin F, Zhao W, Derckx RT, Sassmannshausen A, Scheele D, Hurlemann R, Weber B, Kendrick KM, Becker B. Cue Reactivity in the Ventral Striatum Characterizes Heavy Cannabis Use, Whereas Reactivity in the Dorsal Striatum Mediates Dependent Use. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2019; 4:751-762. [PMID: 31204249 DOI: 10.1016/j.bpsc.2019.04.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 03/22/2019] [Accepted: 04/08/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Animal models of addiction suggest that the transition from incentive-driven drug use to habitual and ultimately compulsive drug use is mediated by a shift from ventral to dorsal striatal cue control over drug seeking. Previous studies in human cannabis users reported elevated trait impulsivity and neural cue reactivity in striatal circuits; however, these studies were not able to separate addiction-related from exposure-related adaptations. METHODS To differentiate the adaptive changes, the current functional magnetic resonance imaging study examined behavioral and neural cue reactivity in dependent (n = 18) and nondependent (n = 20) heavy cannabis users and a nonusing reference group (n = 44). RESULTS Irrespective of dependence status, cannabis users demonstrated elevated trait impulsivity as well as increased ventral striatal reactivity and striatal frontal coupling in response to drug cues. Dependent users selectively exhibited dorsal striatal reactivity and decreased striatal limbic coupling during cue exposure. An exploratory analysis revealed that higher ventral caudate neural cue reactivity was associated with stronger cue-induced arousal and craving in dependent users, whereas this pattern was reversed in nondependent users. CONCLUSIONS Taken together, the current findings suggest that exaggerated responses of the ventral striatal reward system may promote excessive drug use in humans, whereas adaptations in dorsal striatal systems engaged in habit formation may promote the transition to addictive use.
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Affiliation(s)
- Xinqi Zhou
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Kaeli Zimmermann
- Division of Medical Psychology, Department of Psychiatry, University of Bonn, Bonn, Germany
| | - Fei Xin
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Weihua Zhao
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Roelinka T Derckx
- Division of Medical Psychology, Department of Psychiatry, University of Bonn, Bonn, Germany
| | - Anja Sassmannshausen
- Division of Medical Psychology, Department of Psychiatry, University of Bonn, Bonn, Germany
| | - Dirk Scheele
- Division of Medical Psychology, Department of Psychiatry, University of Bonn, Bonn, Germany
| | - Rene Hurlemann
- Division of Medical Psychology, Department of Psychiatry, University of Bonn, Bonn, Germany
| | - Bernd Weber
- Center for Economics and Neuroscience, Department of Epileptology, University of Bonn, Bonn, Germany; Department of Neurocognition, Life & Brain Center, Bonn, Germany
| | - Keith M Kendrick
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Benjamin Becker
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China.
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Tzagarakis C, Thompson A, Rogers RD, Pellizzer G. The Degree of Modulation of Beta Band Activity During Motor Planning Is Related to Trait Impulsivity. Front Integr Neurosci 2019; 13:1. [PMID: 30705624 PMCID: PMC6344424 DOI: 10.3389/fnint.2019.00001] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Accepted: 01/03/2019] [Indexed: 11/23/2022] Open
Abstract
Impulsivity is a prominent personality trait, and a key modulating component of neurologic and psychiatric disorders. How impulsivity is related to the brain mechanisms associated with action planning is poorly understood. Here, we investigated the relation between impulsivity and the modulation of beta band oscillatory activity associated with action planning and execution. Given that beta power decreases during action planning and decreases further during action execution, we hypothesized that during planning the level of beta band power of more impulsive individuals would be closer to the level reached during execution than that of less impulsive individuals. This could explain the tendency to "jump the gun" (commission errors) in high impulsivity. To test this hypothesis, we recruited healthy volunteers (50 participants analyzed) and used the Barratt Impulsiveness Scale questionnaire to evaluate their impulsivity as high or low. We then recorded their brain neuromagnetic signals while they performed an instructed-delay task that induced different levels of action planning by varying the number of spatial cues, hence the uncertainty, about the location of the upcoming target. During the early cue period of the task, we found a posterior (source localized in the occipito-parietal areas) and a left fronto-central group of channels (source localized in the left sensorimotor areas) where beta power was modulated by number of cues, whereas during the late cue period only the left fronto-central group was modulated. We found that the decrease of relative beta band power during action planning in the left fronto-central group of channels was more pronounced in the high impulsivity group than in the low impulsivity group. In addition, we found that the beta band-mediated functional connectivity between the posterior and the left fronto-central groups of channels was weaker in the high impulsivity group than in the low impulsivity group during the early cue period. Furthermore, high impulsives made more commission and movement errors in the task than low impulsives. These results reveal neural mechanisms through which impulsivity affects action planning and open the way for further study of the role of beta band activity in impulsivity, especially in the context of disease and therapeutics.
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Affiliation(s)
- Charidimos Tzagarakis
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, United States
- Brain Sciences Center, Minneapolis VA Health Care System, Minneapolis, MN, United States
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, United Kingdom
| | - Andrew Thompson
- College of Biological Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Robert D. Rogers
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, United Kingdom
- School of Psychology, Bangor University, Bangor, United Kingdom
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | - Giuseppe Pellizzer
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, United States
- Brain Sciences Center, Minneapolis VA Health Care System, Minneapolis, MN, United States
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
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12
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Delibaş DH, Akseki HS, Erdoğan E, Zorlu N, Gülseren Ş. Impulsivity, Sensation Seeking, and Decision-Making in Long-Term Abstinent Cannabis Dependent Patients. ACTA ACUST UNITED AC 2018; 55:315-319. [PMID: 30622386 DOI: 10.5152/npa.2017.19304] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 07/12/2017] [Indexed: 11/22/2022]
Abstract
Introduction In contrast to several studies that examined different domains of neurocognitive functions in long-term abstinent cannabis users, there are few studies examined impulsivity in cannabis users with prolonged abstinence. The aim of this study was to test whether impulsivity and sensation seeking traits and impulsive decision-making are transient or enduring in patients with cannabis dependence who were abstinent for at least 1 month. Methods The study included 30 patients with cannabis dependence (CDP) who had been abstinent for at least 1 month and 30 healthy controls. All the participants were male and the two groups were matched for age and duration of education. Results As a result of Iowa Gambling Task (IGT) evaluation, there was no significant group (CDP vs. control) by block interaction in IGT performance (p=0.680). CDP showed significantly higher Barratt Impulsiveness Scale-11 (BIS-11) total (p=0.006), BIS-11 non-planning (p=0.006) and Zuckerman Sensation Seeking Scale experience seeking subscale (p=0.001) scores compared with controls. Conclusions This is the first study to investigate decision-making, self-report impulsivity and sensation seeking in long-term abstinent CDP. Our findings suggest that both self-report impulsivity and experience seeking may reflect a stable trait in CDP but not deficits on decision-making. This suggestion is consistent with the hypothesis that elevated impulsivity and sensation seeking traits may lead to addiction when they occur together rather than alone.
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Affiliation(s)
- Dursun Hakan Delibaş
- Department of Psychiatry, İzmir Bozyaka Research and Training Hospital, İzmir, Turkey
| | | | - Esin Erdoğan
- Department of Psychiatry, İzmir Bozyaka Research and Training Hospital, İzmir, Turkey
| | - Nabi Zorlu
- Department of Psychiatry, Atatürk Research and Training Hospital, Katip Çelebi University School of Medicine, İzmir, Turkey
| | - Şeref Gülseren
- Department of Psychiatry, Atatürk Research and Training Hospital, Katip Çelebi University School of Medicine, İzmir, Turkey
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13
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Abstract
Alcohol use disorder is a brain disease that can be modeled by an imbalance between three cerebral and cognitive systems. The reflective system, underpinned by the frontal cortex and corresponding to the executive functions, would be involved in the control of alcohol consumption. The impulsive system, underpinned by the amygdala-striatal complex, would favor automatic and impulsive drinking behaviors. A regulatory system, driven by insula and involved in the integration of proprioceptive perceptions in situations of deprivation or stress, would aggravate the imbalance between the two first systems. This model provides a new framework for understanding alcohol use disorder and new perspectives on therapeutic targets that could be included into integrated and customized treatments.
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14
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Differences in decision-making as a function of drug of choice. Pharmacol Biochem Behav 2017; 164:118-124. [PMID: 28927583 DOI: 10.1016/j.pbb.2017.09.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Revised: 08/30/2017] [Accepted: 09/15/2017] [Indexed: 11/23/2022]
Abstract
Poor decision-making is a central feature of all substance use disorders (SUD), but substances vary in the legal and health consequences associated with their use. For example, while the negative health consequences associated with cigarette smoking are often years away, the consequences of heroin abuse can be fatal in mere hours. It remains unclear if users of these substances show decision-making patterns that differ with the relative riskiness of their drug of choice. To address this question, we reviewed studies that compared decision-making of individuals using different substances. We focused on studies assessing two of the most commonly investigated decision-making processes-delay discounting and risk taking-and specifically focused on decision-making that involved selection between options for hypothetical monetary rewards. For delay discounting, we reviewed studies that assessed decisions regarding delayed or immediate monetary rewards, and for risk-taking we reviewed studies using the Iowa Gambling Task. Studies directly comparing different SUD groups were limited in number and tended to compare alcohol or cocaine users to other substance users. Overall, these studies do not support the hypothesis that decision-making differed by drug of choice. Major limitations in the literature include failing to account for comorbid substance use and a lack of prospective longitudinal studies. Due to these limitations, conclusions should be considered provisional. Nonetheless, current findings suggest that these two facets of decision-making are similar across drugs of abuse.
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15
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An adaptive, individualized fMRI delay discounting procedure to increase flexibility and optimize scanner time. Neuroimage 2017; 161:56-66. [PMID: 28803942 DOI: 10.1016/j.neuroimage.2017.08.024] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Revised: 07/10/2017] [Accepted: 08/07/2017] [Indexed: 11/20/2022] Open
Abstract
Research on the rate at which people discount the value of future rewards has become increasingly prevalent as discount rate has been shown to be associated with many unhealthy patterns of behavior such as drug abuse, gambling, and overeating. fMRI research points to a fronto-parietal-limbic pathway that is active during decisions between smaller amounts of money now and larger amounts available after a delay. Researchers in this area have used different variants of delay discounting tasks and reported various contrasts between choice trials of different types from these tasks. For instance, researchers have compared 1) choices of delayed monetary amounts to choices of the immediate monetary amounts, 2) 'hard' choices made near one's point of indifference to 'easy' choices that require little thought, and 3) trials where an immediate choice is available versus trials where one is unavailable, regardless of actual eventual choice. These differences in procedure and analysis make comparison of results across studies difficult. In the present experiment, we designed a delay discounting task with the intended capability of being able to construct contrasts of all three comparisons listed above while optimizing scanning time to reduce costs and avoid participant fatigue. This was accomplished with an algorithm that customized the choice trials presented to each participant with the goal of equalizing choice trials of each type. We compared this task, which we refer to here as the individualized discounting task (IDT), to two other delay discounting tasks previously reported in the literature (McClure et al., 2004; Amlung et al., 2014) in 18 participants. Results show that the IDT can examine each of the three contrasts mentioned above, while yielding a similar degree of activation as the reference tasks. This suggests that this new task could be used in delay discounting fMRI studies to allow researchers to more easily compare their results to a majority of previous research while minimizing scanning duration.
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16
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Murphy A, Nestor LJ, McGonigle J, Paterson L, Boyapati V, Ersche KD, Flechais R, Kuchibatla S, Metastasio A, Orban C, Passetti F, Reed L, Smith D, Suckling J, Taylor E, Robbins TW, Lingford-Hughes A, Nutt DJ, Deakin JFW, Elliott R. Acute D3 Antagonist GSK598809 Selectively Enhances Neural Response During Monetary Reward Anticipation in Drug and Alcohol Dependence. Neuropsychopharmacology 2017; 42:1049-1057. [PMID: 28042871 PMCID: PMC5423526 DOI: 10.1038/npp.2016.289] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 12/09/2016] [Accepted: 12/19/2016] [Indexed: 01/16/2023]
Abstract
Evidence suggests that disturbances in neurobiological mechanisms of reward and inhibitory control maintain addiction and provoke relapse during abstinence. Abnormalities within the dopamine system may contribute to these disturbances and pharmacologically targeting the D3 dopamine receptor (DRD3) is therefore of significant clinical interest. We used functional magnetic resonance imaging to investigate the acute effects of the DRD3 antagonist GSK598809 on anticipatory reward processing, using the monetary incentive delay task (MIDT), and response inhibition using the Go/No-Go task (GNGT). A double-blind, placebo-controlled, crossover design approach was used in abstinent alcohol dependent, abstinent poly-drug dependent and healthy control volunteers. For the MIDT, there was evidence of blunted ventral striatal response to reward in the poly-drug-dependent group under placebo. GSK598809 normalized ventral striatal reward response and enhanced response in the DRD3-rich regions of the ventral pallidum and substantia nigra. Exploratory investigations suggested that the effects of GSK598809 were mainly driven by those with primary dependence on alcohol but not on opiates. Taken together, these findings suggest that GSK598809 may remediate reward deficits in substance dependence. For the GNGT, enhanced response in the inferior frontal cortex of the poly-drug group was found. However, there were no effects of GSK598809 on the neural network underlying response inhibition nor were there any behavioral drug effects on response inhibition. GSK598809 modulated the neural network underlying reward anticipation but not response inhibition, suggesting that DRD3 antagonists may restore reward deficits in addiction.
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Affiliation(s)
- Anna Murphy
- Neuroscience and Psychiatry Unit, University of Manchester, Manchester, UK
| | - Liam J Nestor
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - John McGonigle
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
| | - Louise Paterson
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
| | | | - Karen D Ersche
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - Remy Flechais
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
| | - Shankar Kuchibatla
- Neuroscience and Psychiatry Unit, University of Manchester, Manchester, UK
| | - Antonio Metastasio
- Neuroscience and Psychiatry Unit, University of Manchester, Manchester, UK
| | - Csaba Orban
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
| | - Filippo Passetti
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
| | - Laurence Reed
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
| | - Dana Smith
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - John Suckling
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Eleanor Taylor
- Neuroscience and Psychiatry Unit, University of Manchester, Manchester, UK
| | - Trevor W Robbins
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - Anne Lingford-Hughes
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
| | - David J Nutt
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
| | - John FW Deakin
- Neuroscience and Psychiatry Unit, University of Manchester, Manchester, UK
| | - Rebecca Elliott
- Neuroscience and Psychiatry Unit, University of Manchester, Manchester, UK
| | - ICCAM Platform
- Neuroscience and Psychiatry Unit, University of Manchester, Manchester, UK
- Centre for Neuropsychopharmacology, Division of Brain Sciences, Imperial College London, London, UK
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Department of Psychology, University of Cambridge, Cambridge, UK
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17
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Savulich G, Riccelli R, Passamonti L, Correia M, Deakin JFW, Elliott R, Flechais RSA, Lingford-Hughes AR, McGonigle J, Murphy A, Nutt DJ, Orban C, Paterson LM, Reed LJ, Smith DG, Suckling J, Tait R, Taylor EM, Sahakian BJ, Robbins TW, Ersche KD. Effects of naltrexone are influenced by childhood adversity during negative emotional processing in addiction recovery. Transl Psychiatry 2017; 7:e1054. [PMID: 28267152 PMCID: PMC5416677 DOI: 10.1038/tp.2017.34] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 01/25/2017] [Accepted: 01/25/2017] [Indexed: 12/12/2022] Open
Abstract
Naltrexone is an opioid receptor antagonist used in the management of alcohol dependence. Although the endogenous opioid system has been implicated in emotion regulation, the effects of mu-opioid receptor blockade on brain systems underlying negative emotional processing are not clear in addiction. Individuals meeting criteria for alcohol dependence alone (n=18, alcohol) and in combination with cocaine and/or opioid dependence (n=21, alcohol/drugs) and healthy individuals without a history of alcohol or drug dependence (n=21) were recruited. Participants were alcohol and drug abstinent before entered into this double-blind, placebo-controlled, randomized, crossover study. Functional magnetic resonance imaging was used to investigate brain response while viewing aversive and neutral images relative to baseline on 50 mg of naltrexone and placebo. We found that naltrexone modulated task-related activation in the medial prefrontal cortex and functional connectivity between the anterior cingulate cortex and the hippocampus as a function of childhood adversity (for aversive versus neutral images) in all groups. Furthermore, there was a group-by-treatment-by-condition interaction in the right amygdala, which was mainly driven by a normalization of response for aversive relative to neutral images under naltrexone in the alcohol/drugs group. We conclude that early childhood adversity is one environmental factor that influences pharmacological response to naltrexone. Pharmacotherapy with naltrexone may also have some ameliorative effects on negative emotional processing in combined alcohol and drug dependence, possibly due to alterations in endogenous opioid transmission or the kappa-opioid receptor antagonist actions of naltrexone.
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Affiliation(s)
- G Savulich
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
| | - R Riccelli
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK,Department of Medical and Surgical Sciences, University Magna Graecia, Catanzaro, Italy
| | - L Passamonti
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - M Correia
- Cognition and Brain Sciences Unit, Medical Research Council, Cambridge, UK
| | - J F W Deakin
- Institute of Brain, Behaviour and Mental Health, University of Manchester, Manchester, UK
| | - R Elliott
- Institute of Brain, Behaviour and Mental Health, University of Manchester, Manchester, UK
| | - R S A Flechais
- Centre for Neuropsychopharmacology, Imperial College London, London, UK
| | | | - J McGonigle
- Centre for Neuropsychopharmacology, Imperial College London, London, UK
| | - A Murphy
- Institute of Brain, Behaviour and Mental Health, University of Manchester, Manchester, UK
| | - D J Nutt
- Centre for Neuropsychopharmacology, Imperial College London, London, UK
| | - C Orban
- Centre for Neuropsychopharmacology, Imperial College London, London, UK
| | - L M Paterson
- Centre for Neuropsychopharmacology, Imperial College London, London, UK
| | - L J Reed
- Centre for Neuropsychopharmacology, Imperial College London, London, UK
| | - D G Smith
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
| | - J Suckling
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
| | - R Tait
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
| | - E M Taylor
- Institute of Brain, Behaviour and Mental Health, University of Manchester, Manchester, UK
| | - B J Sahakian
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
| | - T W Robbins
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK,Department of Psychology, University of Cambridge, Cambridge, UK
| | - K D Ersche
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK,Department of Psychiatry, University of Cambridge, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK. E-mail:
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18
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Bischoff-Grethe A, Connolly CG, Jordan SJ, Brown GG, Paulus MP, Tapert SF, Heaton RK, Woods SP, Grant I. Altered reward expectancy in individuals with recent methamphetamine dependence. J Psychopharmacol 2017; 31:17-30. [PMID: 27649775 PMCID: PMC5225125 DOI: 10.1177/0269881116668590] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Chronic methamphetamine use may lead to changes in reward-related function of the ventral striatum and caudate nucleus. Whether methamphetamine-dependent individuals show heightened reactivity to positively valenced stimuli (i.e. positive reinforcement mechanisms), or an exaggerated response to negatively valenced stimuli (i.e. driven by negative reinforcement mechanisms) remains unclear. This study investigated neural functioning of expectancy and receipt for gains and losses in adults with (METH+) and without (METH-) histories of methamphetamine dependence. METHODS Participants (17 METH+; 23 METH-) performed a probabilistic feedback expectancy task during blood-oxygen level-dependent (BOLD) functional magnetic resonance imaging (fMRI). Participants were given visual cues probabilistically associated with monetary gain, loss, or neutral outcomes. General linear models examined the BOLD response to: (1) anticipation of gains and losses, and (2) gain and loss monetary outcomes. RESULTS METH+ had less BOLD response to loss anticipation than METH- in the ventral striatum and posterior caudate. METH+ also showed more BOLD response to loss outcomes than to gain outcomes in the anterior and posterior caudate, whereas METH- did not show differential responses to the valence of outcomes. DISCUSSION METH+ individuals showed attenuated neural response to anticipated gains and losses, but their response to loss outcomes was greater than to gain outcomes. A decreased response to loss anticipation, along with a greater response to loss outcomes, suggests an altered ability to evaluate future risks and benefits based upon prior experience, which may underlie suboptimal decision-making in METH+ individuals that increases the likelihood of risky behavior.
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Affiliation(s)
| | - Colm G Connolly
- Department of Psychiatry, University of California, San Diego, La Jolla, CA
| | - Stephan J Jordan
- Department of Psychiatry, University of California, San Diego, La Jolla, CA
| | - Gregory G Brown
- Department of Psychiatry, University of California, San Diego, La Jolla, CA,Veterans Affairs San Diego Healthcare System, San Diego, CA
| | - Martin P Paulus
- Department of Psychiatry, University of California, San Diego, La Jolla, CA,Veterans Affairs San Diego Healthcare System, San Diego, CA
| | - Susan F Tapert
- Department of Psychiatry, University of California, San Diego, La Jolla, CA,Veterans Affairs San Diego Healthcare System, San Diego, CA
| | - Robert K Heaton
- Department of Psychiatry, University of California, San Diego, La Jolla, CA
| | - Steven P Woods
- Department of Psychiatry, University of California, San Diego, La Jolla, CA
| | - Igor Grant
- Department of Psychiatry, University of California, San Diego, La Jolla, CA
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19
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Perry CJ, Lawrence AJ. Addiction, cognitive decline and therapy: seeking ways to escape a vicious cycle. GENES BRAIN AND BEHAVIOR 2016; 16:205-218. [DOI: 10.1111/gbb.12325] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Revised: 08/14/2016] [Accepted: 08/25/2016] [Indexed: 12/31/2022]
Affiliation(s)
- C. J. Perry
- Behavioural Neuroscience Division; The Florey Institute of Neuroscience and Mental Health; Melbourne VIC Australia
- Florey Department of Neuroscience and Mental Health; University of Melbourne; Melbourne VIC Australia
| | - A. J. Lawrence
- Behavioural Neuroscience Division; The Florey Institute of Neuroscience and Mental Health; Melbourne VIC Australia
- Florey Department of Neuroscience and Mental Health; University of Melbourne; Melbourne VIC Australia
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