151
|
Jiménez-Urbieta H, Gago B, de la Riva P, Delgado-Alvarado M, Marin C, Rodriguez-Oroz MC. Dyskinesias and impulse control disorders in Parkinson's disease: From pathogenesis to potential therapeutic approaches. Neurosci Biobehav Rev 2015. [PMID: 26216865 DOI: 10.1016/j.neubiorev.2015.07.010] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Dopaminergic treatment in Parkinson's disease (PD) reduces the severity of motor symptoms of the disease. However, its chronic use is associated with disabling motor and behavioral side effects, among which levodopa-induced dyskinesias (LID) and impulse control disorders (ICD) are the most common. The underlying mechanisms and pathological substrate of these dopaminergic complications are not fully understood. Recently, the refinement of imaging techniques and the study of the genetics and molecular bases of LID and ICD indicate that, although different, they could share some features. In addition, animal models of parkinsonism with LID have provided important knowledge about mechanisms underlying such complications. In contrast, animal models of parkinsonism and abnormal impulsivity, although useful regarding some aspects of human ICD, do not fully resemble the clinical phenotype of ICD in patients with PD, and until now have provided limited information. Studies on animal models of addiction could complement the previous models and provide some insights into the background of these behavioral complications given that ICD are regarded as behavioral addictions. Here we review the most relevant advances in relation to imaging, genetics, biochemistry and pharmacological interventions to treat LID and ICD in patients with PD and in animal models with a view to better understand the overlapping and unique maladaptations to dopaminergic therapy that are associated with LID and ICD.
Collapse
Affiliation(s)
- Haritz Jiménez-Urbieta
- Biodonostia Research Institute, 20014 San Sebastián, Spain; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain.
| | - Belén Gago
- Biodonostia Research Institute, 20014 San Sebastián, Spain; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain.
| | | | - Manuel Delgado-Alvarado
- Biodonostia Research Institute, 20014 San Sebastián, Spain; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain.
| | - Concepció Marin
- INGENIO, IRCE, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS) , 08036 Barcelona, Spain.
| | - María C Rodriguez-Oroz
- Biodonostia Research Institute, 20014 San Sebastián, Spain; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain; University Hospital Donostia, 20014 San Sebastián, Spain; Ikerbasque (Basque Foundation for Science), 48011 Bilbao, Spain.
| |
Collapse
|
152
|
Cai M, Su Z, Zou H, Zhang Q, Shen J, Zhang L, Wang T, Yang Z, Li C. Association between the traditional Chinese medicine pathological factors of opioid addiction and DRD2/ANKK1 TaqIA polymorphisms. BMC COMPLEMENTARY AND ALTERNATIVE MEDICINE 2015; 15:209. [PMID: 26138154 PMCID: PMC4490622 DOI: 10.1186/s12906-015-0727-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2013] [Accepted: 06/15/2015] [Indexed: 01/14/2023]
Abstract
BACKGROUND As we known, Traditional Chinese Medicine (TCM) helps to prevent the relapse of drug addiction. However, the scientific basis of TCM remains unclear because of limitations of current reductionist approaches. We aimed to explore the possible mechanism of how ANKK1 TaqIA (A1/A2) [rs1800497(T/C)] affects the relapse of opioid addiction on the perspective of Chinese traditional medicine. METHODS The ANKK1 TaqIA (A1/A2) [rs1800497(T/C)] of the dopamine D2 receptor (DRD2) polymorphisms were genotyped in a case-control sample consisting of 347 opioid addicts and 155 healthy controls with RT-PCR and the TCM pathological factors were collected by means of Syndrome Elements Differentiation in the case-control sample. RESULTS DRD2/ANKK1 TaqIA Polymorphisms has no relation with opioid addiction relapse; but for those who were diagnosed with phlegm syndrome, DRD2/ANKK1 TaqIA Polymorphisms affect the replapse of apioid addiction (P < 0.05). CONCLUSIONS DRD2/ANKK1 TaqIA is associated with opioid addict and it is obvious in opioid addicts who suffer from the phlegm syndrome.
Collapse
Affiliation(s)
- Meimei Cai
- Fujian University of Traditional Chinese Medicine, Fuzhou, PR China.
| | - Zhiyang Su
- Fujian University of Traditional Chinese Medicine, Fuzhou, PR China.
| | - Hong Zou
- Fujian University of Traditional Chinese Medicine, Fuzhou, PR China.
| | - Qin Zhang
- Fujian University of Traditional Chinese Medicine, Fuzhou, PR China.
| | - Jianying Shen
- Fujian University of Traditional Chinese Medicine, Fuzhou, PR China.
| | - Lingyuan Zhang
- Fujian University of Traditional Chinese Medicine, Fuzhou, PR China.
| | - Teng Wang
- Institute of Biomedical Sciences, Fudan University, Shanghai, PR China.
| | - Zhaoyang Yang
- Fujian University of Traditional Chinese Medicine, Fuzhou, PR China.
| | - Candong Li
- Fujian University of Traditional Chinese Medicine, Fuzhou, PR China.
| |
Collapse
|
153
|
Eisenstein SA, Bischoff AN, Gredysa DM, Antenor-Dorsey JAV, Koller JM, Al-Lozi A, Pepino MY, Klein S, Perlmutter JS, Moerlein SM, Black KJ, Hershey T. Emotional Eating Phenotype is Associated with Central Dopamine D2 Receptor Binding Independent of Body Mass Index. Sci Rep 2015; 5:11283. [PMID: 26066863 PMCID: PMC4464302 DOI: 10.1038/srep11283] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Accepted: 05/21/2015] [Indexed: 01/11/2023] Open
Abstract
PET studies have provided mixed evidence regarding central D2/D3 dopamine receptor binding and its relationship with obesity as measured by body mass index (BMI). Other aspects of obesity may be more tightly coupled to the dopaminergic system. We characterized obesity-associated behaviors and determined if these related to central D2 receptor (D2R) specific binding independent of BMI. Twenty-two obese and 17 normal-weight participants completed eating- and reward-related questionnaires and underwent PET scans using the D2R-selective and nondisplaceable radioligand (N-[11C]methyl)benperidol. Questionnaires were grouped by domain (eating related to emotion, eating related to reward, non-eating behavior motivated by reward or sensitivity to punishment). Normalized, summed scores for each domain were compared between obese and normal-weight groups and correlated with striatal and midbrain D2R binding. Compared to normal-weight individuals, the obese group self-reported higher rates of eating related to both emotion and reward (p < 0.001), greater sensitivity to punishment (p = 0.06), and lower non-food reward behavior (p < 0.01). Across normal-weight and obese participants, self-reported emotional eating and non-food reward behavior positively correlated with striatal (p < 0.05) and midbrain (p < 0.05) D2R binding, respectively. In conclusion, an emotional eating phenotype may reflect altered central D2R function better than other commonly used obesity-related measures such as BMI.
Collapse
Affiliation(s)
- Sarah A Eisenstein
- 1] Departments of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA [2] Departments of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Allison N Bischoff
- Departments of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Danuta M Gredysa
- Departments of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jo Ann V Antenor-Dorsey
- Departments of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jonathan M Koller
- Departments of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Amal Al-Lozi
- Departments of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Marta Y Pepino
- Departments of Internal Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Samuel Klein
- Departments of Internal Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Joel S Perlmutter
- 1] Departments of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA [2] Departments of Neurology, Washington University School of Medicine, St. Louis, MO 63110, USA [3] Departments of Anatomy &Neurobiology, Washington University School of Medicine, St. Louis, MO 63110, USA [4] Departments of Physical Therapy, Washington University School of Medicine, St. Louis, MO 63110, USA [5] Departments of Occupational Therapy, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Stephen M Moerlein
- 1] Departments of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA [2] Departments of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Kevin J Black
- 1] Departments of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA [2] Departments of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA [3] Departments of Neurology, Washington University School of Medicine, St. Louis, MO 63110, USA [4] Departments of Anatomy &Neurobiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Tamara Hershey
- 1] Departments of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA [2] Departments of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA [3] Departments of Neurology, Washington University School of Medicine, St. Louis, MO 63110, USA
| |
Collapse
|
154
|
Blum K, Thanos PK, Badgaiyan RD, Febo M, Oscar-Berman M, Fratantonio J, Demotrovics Z, Gold MS. Neurogenetics and gene therapy for reward deficiency syndrome: are we going to the Promised Land? Expert Opin Biol Ther 2015; 15:973-85. [PMID: 25974314 DOI: 10.1517/14712598.2015.1045871] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION Addiction is a substantial health issue with limited treatment options approved by the FDA and as such currently available. The advent of neuroimaging techniques that link neurochemical and neurogenetic mechanisms to the reward circuitry brain function provides a framework for potential genomic-based therapies. AREAS COVERED Through candidate and genome-wide association studies approaches, many gene polymorphisms and clusters have been implicated in drug, food and behavioral dependence linked by the common rubric reward deficiency syndrome (RDS). The results of selective studies that include the role of epigenetics, noncoding micro RNAs in RDS behaviors especially drug abuse involving alcohol, opioids, cocaine, nicotine, pain and feeding are reviewed in this article. New targets for addiction treatment and relapse prevention, treatment alternatives such as gene therapy in animal models, and pharmacogenomics and nutrigenomics methods to manipulate transcription and gene expression are explored. EXPERT OPINION The recognition of the clinical benefit of early genetic testing to determine addiction risk stratification and dopaminergic agonistic, rather than antagonistic therapies are potentially the genomic-based wave of the future. In addition, further development, especially in gene transfer work and viral vector identification, could make gene therapy for RDS a possibility in the future.
Collapse
Affiliation(s)
- Kenneth Blum
- Department of Psychiatry & McKnight Brain Institute, University of Florida College of Medicine , Gainesville, FL , USA
| | | | | | | | | | | | | | | |
Collapse
|
155
|
Delis F, Rombola C, Bellezza R, Rosko L, Grandy DK, Volkow ND, Thanos PK. Regulation of ethanol intake under chronic mild stress: roles of dopamine receptors and transporters. Front Behav Neurosci 2015; 9:118. [PMID: 26029066 PMCID: PMC4428139 DOI: 10.3389/fnbeh.2015.00118] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 04/24/2015] [Indexed: 01/24/2023] Open
Abstract
Studies have shown that exposure to chronic mild stress decreases ethanol intake and preference in dopamine D2 receptor wild-type mice (Drd2 (+/+)), while it increases intake in heterozygous (Drd2 (+/-)) and knockout (Drd2 (-/-)) mice. Dopaminergic neurotransmission in the basal forebrain plays a major role in the reinforcing actions of ethanol as well as in brain responses to stress. In order to identify neurochemical changes associated with the regulation of ethanol intake, we used in vitro receptor autoradiography to measure the levels and distribution of dopamine D1 and D2 receptors and dopamine transporters (DAT). Receptor levels were measured in the basal forebrain of Drd2 (+/+), Drd2 (+/-), and Drd2 (-/-) mice belonging to one of four groups: control (C), ethanol intake (E), chronic mild stress exposure (S), and ethanol intake under chronic mild stress (ES). D2 receptor levels were higher in the lateral and medial striatum of Drd2 (+/+) ES mice, compared with Drd2 (+/+) E mice. Ethanol intake in Drd2 (+/+) mice was negatively correlated with striatal D2 receptor levels. D2 receptor levels in Drd2(+/-) mice were the same among the four treatment groups. DAT levels were lower in Drd2(+/-) C and Drd2 (-/-) C mice, compared with Drd2 (+/+) C mice. Among Drd2(+/-) mice, S and ES groups had higher DAT levels compared with C and E groups in most regions examined. In Drd2(-/-) mice, ethanol intake was positively correlated with DAT levels in all regions studied. D1 receptor levels were lower in Drd2(+/-) and Drd2(-/-) mice, compared with Drd2(+/+), in all regions examined and remained unaffected by all treatments. The results suggest that in normal mice, ethanol intake is associated with D2 receptor-mediated neurotransmission, which exerts a protective effect against ethanol overconsumption under stress. In mice with low Drd2 expression, where DRD2 levels are not further modulated, ethanol intake is associated with DAT function which is upregulated under stress leading to ethanol overconsumption.
Collapse
Affiliation(s)
- Foteini Delis
- Department of Psychology, State University of New York at Stony Brook Stony Brook, NY, USA
| | - Christina Rombola
- Department of Psychology, State University of New York at Stony Brook Stony Brook, NY, USA
| | - Robert Bellezza
- Department of Psychology, State University of New York at Stony Brook Stony Brook, NY, USA
| | - Lauren Rosko
- Department of Psychology, State University of New York at Stony Brook Stony Brook, NY, USA
| | - David K Grandy
- Department of Physiology & Pharmacology, School of Medicine, Oregon Health & Science University Portland, OR, USA
| | - Nora D Volkow
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism Bethesda, MD, USA
| | - Panayotis K Thanos
- Department of Psychology, State University of New York at Stony Brook Stony Brook, NY, USA
| |
Collapse
|
156
|
Szczepańska M, Mostowska A, Wirstlein P, Skrzypczak J, Misztal M, Jagodziński PP. Polymorphic variants in the dopamine receptor D2 in women with endometriosis-related infertility. Mol Med Rep 2015; 12:3055-60. [PMID: 25955176 DOI: 10.3892/mmr.2015.3733] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Accepted: 03/16/2015] [Indexed: 11/06/2022] Open
Abstract
Data suggests that dopamine receptor DRD2 gene variants may contribute to hyperprolactinemia and that they may be risk factors for endometriosis-related infertility. The purpose of the present study was to determine whether nucleotide variants of the DRD2 gene may be associated with infertility related to endometriosis. Five DRD2 SNPs, rs1800497, rs6277, rs2283265, rs4245146 and rs4648317, which are located in different blocks of linkage disequilibrium, were studied in 151 cases and 381 controls. No significant differences between DRD2 rs1800497, rs6277, rs2283265, rs4245146 and rs4648317 genotype, allele nor haplotype frequencies were observed in women with endometriosis-related infertility compared with the control group. The present results did not confirm DRD2 gene variants to be genetic risk factors for endometriosis-related infertility.
Collapse
Affiliation(s)
- Malgorzata Szczepańska
- Department of Obstetrics, Gynecology and Gynecological Oncology, Division of Reproduction, Poznan University of Medical Sciences, Poznań 60‑781, Poland
| | - Adrianna Mostowska
- Department of Biochemistry and Molecular Biology, Poznan University of Medical Sciences, Poznań 60‑781, Poland
| | - Przemyslaw Wirstlein
- Department of Obstetrics, Gynecology and Gynecological Oncology, Division of Reproduction, Poznan University of Medical Sciences, Poznań 60‑781, Poland
| | - Jana Skrzypczak
- Department of Obstetrics, Gynecology and Gynecological Oncology, Division of Reproduction, Poznan University of Medical Sciences, Poznań 60‑781, Poland
| | - Matthew Misztal
- Department of Biochemistry and Molecular Biology, Poznan University of Medical Sciences, Poznań 60‑781, Poland
| | - Paweł P Jagodziński
- Department of Biochemistry and Molecular Biology, Poznan University of Medical Sciences, Poznań 60‑781, Poland
| |
Collapse
|
157
|
Greenway FL. Physiological adaptations to weight loss and factors favouring weight regain. Int J Obes (Lond) 2015; 39:1188-96. [PMID: 25896063 PMCID: PMC4766925 DOI: 10.1038/ijo.2015.59] [Citation(s) in RCA: 281] [Impact Index Per Article: 28.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Revised: 03/24/2015] [Accepted: 04/04/2015] [Indexed: 02/07/2023]
Abstract
Obesity is a major global health problem and predisposes individuals to several comorbidities that can affect life expectancy. Interventions based on lifestyle modification (for example, improved diet and exercise) are integral components in the management of obesity. However, although weight loss can be achieved through dietary restriction and/or increased physical activity, over the long term many individuals regain weight. The aim of this article is to review the research into the processes and mechanisms that underpin weight regain after weight loss and comment on future strategies to address them. Maintenance of body weight is regulated by the interaction of a number of processes, encompassing homoeostatic, environmental and behavioural factors. In homoeostatic regulation, the hypothalamus has a central role in integrating signals regarding food intake, energy balance and body weight, while an 'obesogenic' environment and behavioural patterns exert effects on the amount and type of food intake and physical activity. The roles of other environmental factors are also now being considered, including sleep debt and iatrogenic effects of medications, many of which warrant further investigation. Unfortunately, physiological adaptations to weight loss favour weight regain. These changes include perturbations in the levels of circulating appetite-related hormones and energy homoeostasis, in addition to alterations in nutrient metabolism and subjective appetite. To maintain weight loss, individuals must adhere to behaviours that counteract physiological adaptations and other factors favouring weight regain. It is difficult to overcome physiology with behaviour. Weight loss medications and surgery change the physiology of body weight regulation and are the best chance for long-term success. An increased understanding of the physiology of weight loss and regain will underpin the development of future strategies to support overweight and obese individuals in their efforts to achieve and maintain weight loss.
Collapse
Affiliation(s)
- F L Greenway
- Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, LA, USA
| |
Collapse
|
158
|
Zheng Y, Liu X. Blunted neural responses to monetary risk in high sensation seekers. Neuropsychologia 2015; 71:173-80. [PMID: 25843768 DOI: 10.1016/j.neuropsychologia.2015.04.002] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Revised: 03/28/2015] [Accepted: 04/02/2015] [Indexed: 12/01/2022]
Abstract
The sensation-seeking trait is a valid predictor of various risk-taking behaviors. However, the neural underpinnings of risk processing in sensation seeking are yet unclear. The present event-related potential (ERP) study examined electrophysiological correlates associated with different stages of risky reward processing in sensation seeking. Twenty-one high sensation seekers (HSS) and 22 low sensation seekers (LSS) performed a simple two-choice gambling task. Behaviorally, whereas LSS exhibited a risk-averse pattern, HSS showed a risk-neutral pattern. During the anticipation stage, an increased stimulus-preceding negativity was elicited by high-risk compared to low-risk choices in LSS but not in HSS. During the outcome-appraisal stage, the feedback-related negativity, when calculated as the difference between losses and gains, was enhanced in response to the high-risk versus low-risk outcomes, which appeared for LSS but not for HSS. Further, HSS as compared to LSS exhibited a diminished P300 to both gains and losses. These findings suggest that risk-taking behavior in sensation seeking is expressed as blunted neural responses to risk in the anticipation stage and in the outcome-appraisal stage, which represents a candidate target for drug prevention.
Collapse
Affiliation(s)
- Ya Zheng
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; University of Chinese Academy of Sciences, Beijing, China; Department of Psychology, Dalian Medical University, Dalian, China
| | - Xun Liu
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China.
| |
Collapse
|
159
|
Miller DK, Bowirrat A, Manka M, Miller M, Stokes S, Manka D, Allen C, Gant C, Downs BW, Smolen A, Stevens E, Yeldandi S, Blum K. Acute Intravenous Synaptamine Complex Variant KB220™ “Normalizes” Neurological Dysregulation in Patients during Protracted Abstinence from Alcohol and Opiates as Observed Using Quantitative Electroencephalographic and Genetic Analysis for Reward Polymorphisms: Part 1, Pilot Study with 2 Case Reports. Postgrad Med 2015; 122:188-213. [DOI: 10.3810/pgm.2010.11.2236] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
|
160
|
Elvemo NA, Landrø NI, Borchgrevink PC, Håberg AK. Reward responsiveness in patients with chronic pain. Eur J Pain 2015; 19:1537-43. [PMID: 25766961 PMCID: PMC6680139 DOI: 10.1002/ejp.687] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/19/2015] [Indexed: 12/16/2022]
Abstract
BACKGROUND It is proposed that changes in reward processing in the brain are involved in the pathophysiology of pain based on experimental studies. The first aim of the present study was to investigate if reward drive and/or reward responsiveness was altered in patients with chronic pain (PCP) compared to controls matched for education, age and sex. The second aim was to investigate the relationship between reward processing and nucleus accumbens volume in PCP and controls. Nucleus accumbens is central in reward processing and its structure has been shown to be affected by chronic pain conditions in previous studies. METHODS Reward drive and responsiveness were assessed with the Behavioral Inhibition Scale/Behavioral Activation Scale, and nucleus accumbens volumes obtained from T1-weighted brain MRIs obtained at 3T in 19 PCP of heterogeneous aetiologies and 20 age-, sex- and education-matched healthy controls. Anhedonia was assessed with Beck's Depression Inventory II. RESULTS The PCP group had significantly reduced scores on the reward responsiveness, but not reward drive. There was a trend towards smaller nucleus accumbens volume in the PCP compared to control group. There was a significant positive partial correlation between reward responsiveness and nucleus accumbens volume in the PCP group adjusted for anhedonia, which was significantly different from the same relationship in the control group. CONCLUSIONS Reward responsiveness is reduced in chronic pain patients of heterogeneous aetiology, and this reduction was associated with nucleus accumbens volume. Reduced reward responsiveness could be a marker of chronic pain vulnerability, and may indicate reduced opioid function.
Collapse
Affiliation(s)
- N A Elvemo
- Department of Neuroscience, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - N I Landrø
- Clinical Neuroscience Research Group, Department of Psychology, University of Oslo, Norway.,Department of Circulation and Medical Imaging, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,National Competence Centre for Complex Symptom Disorders, St. Olav's University Hospital, Trondheim, Norway
| | - P C Borchgrevink
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,National Competence Centre for Complex Symptom Disorders, St. Olav's University Hospital, Trondheim, Norway
| | - A K Håberg
- Department of Neuroscience, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Medical Imaging, St. Olav's University Hospital, Trondheim, Norway
| |
Collapse
|
161
|
Schwartenbeck P, FitzGerald TH, Mathys C, Dolan R, Wurst F, Kronbichler M, Friston K. Optimal inference with suboptimal models: addiction and active Bayesian inference. Med Hypotheses 2015; 84:109-17. [PMID: 25561321 PMCID: PMC4312353 DOI: 10.1016/j.mehy.2014.12.007] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Revised: 11/08/2014] [Accepted: 12/08/2014] [Indexed: 01/14/2023]
Abstract
When casting behaviour as active (Bayesian) inference, optimal inference is defined with respect to an agent's beliefs - based on its generative model of the world. This contrasts with normative accounts of choice behaviour, in which optimal actions are considered in relation to the true structure of the environment - as opposed to the agent's beliefs about worldly states (or the task). This distinction shifts an understanding of suboptimal or pathological behaviour away from aberrant inference as such, to understanding the prior beliefs of a subject that cause them to behave less 'optimally' than our prior beliefs suggest they should behave. Put simply, suboptimal or pathological behaviour does not speak against understanding behaviour in terms of (Bayes optimal) inference, but rather calls for a more refined understanding of the subject's generative model upon which their (optimal) Bayesian inference is based. Here, we discuss this fundamental distinction and its implications for understanding optimality, bounded rationality and pathological (choice) behaviour. We illustrate our argument using addictive choice behaviour in a recently described 'limited offer' task. Our simulations of pathological choices and addictive behaviour also generate some clear hypotheses, which we hope to pursue in ongoing empirical work.
Collapse
Affiliation(s)
- Philipp Schwartenbeck
- The Wellcome Trust Centre for Neuroimaging, UCL, 12 Queen Square, London WC1N 3BG, UK
- Institute for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria
- Neuroscience Institute, Christian-Doppler-Klinik, Paracelsus Medical University Salzburg, Salzburg, Austria
| | | | - Christoph Mathys
- The Wellcome Trust Centre for Neuroimaging, UCL, 12 Queen Square, London WC1N 3BG, UK
| | - Ray Dolan
- The Wellcome Trust Centre for Neuroimaging, UCL, 12 Queen Square, London WC1N 3BG, UK
| | - Friedrich Wurst
- Department of Psychiatry and Psychotherapy II, Christian-Doppler Hospital, Paracelsus Medical University, Salzburg, Austria
| | - Martin Kronbichler
- Institute for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria
- Neuroscience Institute, Christian-Doppler-Klinik, Paracelsus Medical University Salzburg, Salzburg, Austria
| | - Karl Friston
- The Wellcome Trust Centre for Neuroimaging, UCL, 12 Queen Square, London WC1N 3BG, UK
| |
Collapse
|
162
|
Caravaggio F, Raitsin S, Gerretsen P, Nakajima S, Wilson A, Graff-Guerrero A. Ventral striatum binding of a dopamine D2/3 receptor agonist but not antagonist predicts normal body mass index. Biol Psychiatry 2015; 77:196-202. [PMID: 23540907 PMCID: PMC3783412 DOI: 10.1016/j.biopsych.2013.02.017] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2012] [Revised: 01/28/2013] [Accepted: 02/21/2013] [Indexed: 11/29/2022]
Abstract
BACKGROUND Positron emission tomography research has shown that dopamine D2/3 receptor (D2/3R) availability is negatively correlated with body mass index (BMI) in obese but not in healthy subjects. However, previous positron emission tomography studies have not looked specifically at the ventral striatum (VS), which plays an important role in motivation and feeding. Furthermore, these studies have only used antagonist radiotracers. Normal-weight rats given free access to high-fat diets demonstrate behavioral sensitization to D2/3R agonists but not to antagonists. Sensitization is associated with increased D2/3R affinity, which affects binding of agonists but not antagonists. METHODS We examined the association between BMI within the nonobese range (18.6-27.8) and D2/3R availability in the VS with the use of the agonist radiotracer [(11)C]-(+)-PHNO (n = 26) and the antagonist [(11)C]-raclopride (n = 35) in healthy humans. RESULTS In the VS, we found a positive correlation between BMI and [(11)C]-(+)-PHNO binding but no relationship with [(11)C]-raclopride binding. Secondary analyses revealed no relationship between BMI and binding in the dorsal striatum with either radiotracer. CONCLUSIONS We propose that in nonobese individuals, higher BMI may be associated with increased D2R affinity in the VS. This increased affinity may potentiate the incentive salience of food cues and counteract the effects of satiety cues, thereby increasing feeding.
Collapse
Affiliation(s)
- Fernando Caravaggio
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Sofia Raitsin
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Philip Gerretsen
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Shinichiro Nakajima
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Alan Wilson
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Ariel Graff-Guerrero
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.
| |
Collapse
|
163
|
Abnormal modulation of reward versus punishment learning by a dopamine D2-receptor antagonist in pathological gamblers. Psychopharmacology (Berl) 2015; 232:3345-53. [PMID: 26092311 PMCID: PMC4537492 DOI: 10.1007/s00213-015-3986-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Accepted: 06/01/2015] [Indexed: 11/04/2022]
Abstract
RATIONALE Pathological gambling has been associated with dopamine transmission abnormalities, in particular dopamine D2-receptor deficiency, and reversal learning deficits. Moreover, pervasive theoretical accounts suggest a key role for dopamine in reversal learning. However, there is no empirical evidence for a direct link between dopamine, reversal learning and pathological gambling. OBJECTIVE The aim of the present study is to triangulate dopamine, reversal learning, and pathological gambling. METHODS Here, we assess the hypothesis that pathological gambling is accompanied by dopamine-related problems with learning from reward and punishment by investigating effects of the dopamine D2-receptor antagonist sulpiride (400 mg) on reward- and punishment-based reversal learning in 18 pathological gamblers and 22 healthy controls, using a placebo-controlled, double-blind, counter-balanced design. RESULTS In line with previous studies, blockade of D2 receptors with sulpiride impaired reward versus punishment reversal learning in controls. By contrast, sulpiride did not have any outcome-specific effects in gamblers. CONCLUSION These data demonstrate that pathological gambling is associated with a dopamine-related anomaly in reversal learning from reward and punishment.
Collapse
|
164
|
Winstanley CA, Clark L. Translational Models of Gambling-Related Decision-Making. Curr Top Behav Neurosci 2015; 28:93-120. [PMID: 27418069 DOI: 10.1007/7854_2015_5014] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Gambling is a harmless, recreational pastime that is ubiquitous across cultures. However, for some, gambling becomes a maladaptive and compulsive, and this syndrome is conceptualized as a behavioural addiction. Laboratory models that capture the key cognitive processes involved in gambling behaviour, and that can be translated across species, have the potential to make an important contribution to both decision neuroscience and the study of addictive disorders. The Iowa gambling task has been widely used to assess human decision-making under uncertainty, and this paradigm can be successfully modelled in rodents. Similar neurobiological processes underpin choice behaviour in humans and rats, and thus, a preference for the disadvantageous "high-risk, high-reward" options may reflect meaningful vulnerability for mental health problems. However, the choice behaviour operationalized by these tasks does not necessarily approximate the vulnerability to gambling disorder (GD) per se. We consider a number of psychological challenges that apply to modelling gambling in a translational way, and evaluate the success of the existing models. Heterogeneity in the structure of gambling games, as well as in the motivations of individuals with GD, is highlighted. The potential issues with extrapolating too directly from established animal models of drug dependency are discussed, as are the inherent difficulties in validating animal models of GD in the absence of any approved treatments for GD. Further advances in modelling the cognitive biases endemic in human decision-making, which appear to be exacerbated in GD, may be a promising line of research.
Collapse
Affiliation(s)
- Catharine A Winstanley
- Department of Psychology, University of British Columbia, Vancouver, Canada. .,Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada.
| | - Luke Clark
- Department of Psychology, University of British Columbia, Vancouver, Canada.,Centre for Gambling Research, University of British Columbia, Vancouver, Canada
| |
Collapse
|
165
|
The addiction-related gene ANKK1 in Parkinsonian patients with impulse control disorder. Neurotox Res 2014; 27:205-8. [PMID: 25447970 DOI: 10.1007/s12640-014-9504-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2014] [Revised: 10/28/2014] [Accepted: 11/20/2014] [Indexed: 12/21/2022]
Abstract
Impulse control disorders (ICDs) comprise a wide spectrum of abnormal behaviors frequently found in patients with Parkinson's disease (PD) receiving antiparkinsonian treatment. Some ICDs share several essential features with substance use disorders. In this work, we have studied the addiction-related gene ankyrin repeat and kinase domain containing I (ANKK1) in a sample of PD patients involved in a multicenter study on ICD. We carried out the TaqIA ANKK1 single-nucleotide polymorphism (SNP) genotyping in PD patients. Clinical assessment of ICD was performed using the Questionnaire for impulsive-compulsive disorders in PD. We found no association between TaqIA SNP and ICD in PD patients (p = 0.565). However, when PD patients were grouped according the diagnosis of any ICD with a potentially addictive reinforcement (ICDARs), A1- TaqIA genotype showed significant association (p = 0.036). No association was found for the presence of punding in PD patients (p = 0.289). A logistic regression analysis confirmed the independent effect of the A1- genotype upon ICDARs (OR 8.76, 95 % CI 1.3-57.8, Wald = 5.805, p = 0.024). The TaqIA genotype A1- is associated to ICDAR in our sample and it may differentiate two types of disorders which are part of the ICD definition in PD patients.
Collapse
|
166
|
Barker JM, Taylor JR. Habitual alcohol seeking: modeling the transition from casual drinking to addiction. Neurosci Biobehav Rev 2014; 47:281-94. [PMID: 25193245 PMCID: PMC4258136 DOI: 10.1016/j.neubiorev.2014.08.012] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 07/17/2014] [Accepted: 08/25/2014] [Indexed: 12/29/2022]
Abstract
The transition from goal-directed actions to habitual ethanol seeking models the development of addictive behavior that characterizes alcohol use disorders. The progression to habitual ethanol-seeking behavior occurs more rapidly than for natural rewards, suggesting that ethanol may act on habit circuit to drive the loss of behavioral flexibility. This review will highlight recent research that has focused on the formation and expression of habitual ethanol seeking, and the commonalities and distinctions between ethanol and natural reward-seeking habits, with the goal of highlighting important, understudied research areas that we believe will lead toward the development of novel treatment and prevention strategies for uncontrolled drinking.
Collapse
Affiliation(s)
- Jacqueline M Barker
- Department of Psychiatry, Yale University School of Medicine, Ribicoff Labs, New Haven, CT, USA; Interdepartmental Neuroscience Program, Yale University School of Medicine, New Haven, CT, USA
| | - Jane R Taylor
- Interdepartmental Neuroscience Program, Yale University School of Medicine, New Haven, CT, USA.
| |
Collapse
|
167
|
Di Segni M, Patrono E, Patella L, Puglisi-Allegra S, Ventura R. Animal models of compulsive eating behavior. Nutrients 2014; 6:4591-609. [PMID: 25340369 PMCID: PMC4210935 DOI: 10.3390/nu6104591] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2014] [Revised: 10/07/2014] [Accepted: 10/10/2014] [Indexed: 01/20/2023] Open
Abstract
Eating disorders are multifactorial conditions that can involve a combination of genetic, metabolic, environmental, and behavioral factors. Studies in humans and laboratory animals show that eating can also be regulated by factors unrelated to metabolic control. Several studies suggest a link between stress, access to highly palatable food, and eating disorders. Eating "comfort foods" in response to a negative emotional state, for example, suggests that some individuals overeat to self-medicate. Clinical data suggest that some individuals may develop addiction-like behaviors from consuming palatable foods. Based on this observation, "food addiction" has emerged as an area of intense scientific research. A growing body of evidence suggests that some aspects of food addiction, such as compulsive eating behavior, can be modeled in animals. Moreover, several areas of the brain, including various neurotransmitter systems, are involved in the reinforcement effects of both food and drugs, suggesting that natural and pharmacological stimuli activate similar neural systems. In addition, several recent studies have identified a putative connection between neural circuits activated in the seeking and intake of both palatable food and drugs. The development of well-characterized animal models will increase our understanding of the etiological factors of food addiction and will help identify the neural substrates involved in eating disorders such as compulsive overeating. Such models will facilitate the development and validation of targeted pharmacological therapies.
Collapse
Affiliation(s)
- Matteo Di Segni
- Dipartimento di Psicologia and Centro "Daniel Bovet", Sapienza-Università di Roma, Piazzale Aldo Moro 5, 00181 Roma, Italy.
| | - Enrico Patrono
- Dipartimento di Scienze Cliniche Applicate e Biotecnologiche, University of L'Aquila, via Vetoio (Coppito 2) Coppito, 67010 L'Aquila, Italy.
| | - Loris Patella
- Dipartimento di Scienze Cliniche Applicate e Biotecnologiche, University of L'Aquila, via Vetoio (Coppito 2) Coppito, 67010 L'Aquila, Italy.
| | - Stefano Puglisi-Allegra
- Dipartimento di Psicologia and Centro "Daniel Bovet", Sapienza-Università di Roma, Piazzale Aldo Moro 5, 00181 Roma, Italy.
| | - Rossella Ventura
- Dipartimento di Psicologia and Centro "Daniel Bovet", Sapienza-Università di Roma, Piazzale Aldo Moro 5, 00181 Roma, Italy.
| |
Collapse
|
168
|
Loman MM, Johnson AE, Quevedo K, Lafavor TL, Gunnar MR. Risk-taking and sensation-seeking propensity in postinstitutionalized early adolescents. J Child Psychol Psychiatry 2014; 55:1145-52. [PMID: 24552550 PMCID: PMC4138294 DOI: 10.1111/jcpp.12208] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/03/2014] [Indexed: 11/30/2022]
Abstract
BACKGROUND Youth with histories of institutional/orphanage care are at increased risk for externalizing and internalizing problems during childhood and adolescence. Although these problems have been well described, the related adolescent behaviors of risk-taking and sensation-seeking have not yet been explored in this population. This study examined risk-taking and sensation-seeking propensity, and associations with conduct problems and depressive symptoms, in early adolescents who were adopted as young children from institutional care. METHODS Risk-taking and sensation-seeking propensities of 12- and 13-year-old postinstitutionalized (PI; n = 54) adolescents were compared with two groups: youth who were internationally adopted early from foster care (PFC; n = 44) and nonadopted youth (NA; n = 58). Participants were recruited to equally represent pre/early- and mid/late-pubertal stages within each group. Participants completed the youth version of the Balloon Analogue Risk Task (Lejuez et al., ) and the Sensation-Seeking Scale for Children (Russo et al., ). Parents completed clinical ratings of participants' conduct problems and depressive symptoms. RESULTS PI adolescents demonstrated lower risk-taking than PFC and NA peers. Pre/early-pubertal PI youth showed lower sensation-seeking, while mid/late-pubertal PI youth did not differ from other groups. PI adolescents had higher levels of conduct problems but did not differ from the other youth in depressive symptoms. In PI youth only, conduct problems were negatively correlated with risk-taking and positively correlated with sensation-seeking, while depressive symptoms were negatively correlated with both risk-taking and sensation-seeking. CONCLUSIONS Early institutional care is associated with less risk-taking and sensation-seeking during adolescence. The deprived environment of an institution likely contributes to PI youth having a preference for safe choices, which may only be partially reversed with puberty. Whether this reflects hyporesponsiveness to rewards and how it relates to psychopathology are discussed.
Collapse
Affiliation(s)
- Michelle M. Loman
- Department of Neurology, Medical College of Wisconsin, Milwaukee,
WI, USA
| | - Anna E. Johnson
- Institute of Child Development, University of Minnesota,
Minneapolis, MN, USA
| | - Karina Quevedo
- Department of Psychiatry, University of Minnesota, Minneapolis, MN,
USA
| | | | - Megan R. Gunnar
- Institute of Child Development, University of Minnesota,
Minneapolis, MN, USA
| |
Collapse
|
169
|
Katz AC, Sarapas C, Bishop JR, Patel SR, Shankman SA. The mediating effect of prefrontal asymmetry on the relationship between the COMT Val(158)Met SNP and trait consummatory positive affect. Cogn Emot 2014; 29:867-81. [PMID: 25195915 DOI: 10.1080/02699931.2014.951030] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
The Val(158)Met rs4680 polymorphism in the COMT gene regulates dopamine catabolism in the prefrontal cortex (PFC). Dopamine's involvement in reward experience suggests those with the methionine (Met) variant may exhibit trait-level sensitivity to reward due to more post-synaptic dopamine in the PFC. A physiological mediator of this association may be greater relative left asymmetry in the PFC, a putative biomarker for trait positive emotionality. Electroencephalograms of 120 participants were measured during a task that assesses two aspects of reward processing: pre-reward anticipation and post-reward consummatory affect. Participants provided genetics samples and completed the Temporal Experience of Pleasure Scale (TEPS), which assesses trait-level anticipatory and consummatory positive affect. Met carriers had higher TEPS-Consummatory scores. This effect was mediated by greater relative left activation in the post-reward phase of the task. No effects were observed for the pre-reward phase. Results suggest that frontal asymmetry is an endophenotype between COMT genotype and trait reward responsivity.
Collapse
Affiliation(s)
- Andrea C Katz
- a Department of Psychology , University of Illinois at Chicago , Chicago , IL , USA
| | | | | | | | | |
Collapse
|
170
|
Meng YJ, Deng W, Wang HY, Guo WJ, Li T, Lam C, Lin X. Reward pathway dysfunction in gambling disorder: A meta-analysis of functional magnetic resonance imaging studies. Behav Brain Res 2014; 275:243-51. [PMID: 25205368 DOI: 10.1016/j.bbr.2014.08.057] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2014] [Revised: 08/25/2014] [Accepted: 08/30/2014] [Indexed: 02/05/2023]
Abstract
Recent emerging functional magnetic resonance imaging (fMRI) studies have identified many brain regions in which gambling cues or rewards elicit activation and may shed light upon the ongoing disputes regarding the diagnostic and neuroscientific issues of gambling disorder (GD). However, no studies to date have systemically reviewed fMRI studies of GD to analyze the brain areas activated by gambling-related cues and examine whether these areas were differentially activated between cases and healthy controls (HC). This study reviewed 62 candidate articles and ultimately selected 13 qualified voxel-wise whole brain analysis studies to perform a comprehensive series of meta-analyses using the effect size-signed differential mapping approach. Compared with HC, GD patients showed significant activation in right lentiform nucleus and left middle occipital gyrus. The increased activities in the lentiform nucleus compared to HC were also found in both GD subgroups, regardless of excluding or not excluding any kind of substance use disorder. In addition, the South Oaks Gambling Screen scores were associated with hyperactivity in right lentiform nucleus and bilateral parahippocampus, but negatively related to right middle frontal gyrus. These results suggest dysfunction within the frontostriatal cortical pathway in GD, which could contribute to our understanding of the categories and definition of GD and provide evidence for the reclassification of GD as a behavioral addiction in the DSM-5.
Collapse
Affiliation(s)
- Ya-jing Meng
- Mental Health Center, West China Hospital, Sichuan University, PR China; State Key Laboratory of Biotherapy, Psychiatric Laboratory, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China
| | - Wei Deng
- Mental Health Center, West China Hospital, Sichuan University, PR China; State Key Laboratory of Biotherapy, Psychiatric Laboratory, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China
| | - Hui-yao Wang
- Mental Health Center, West China Hospital, Sichuan University, PR China
| | - Wan-jun Guo
- Mental Health Center, West China Hospital, Sichuan University, PR China; State Key Laboratory of Biotherapy, Psychiatric Laboratory, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China.
| | - Tao Li
- Mental Health Center, West China Hospital, Sichuan University, PR China; State Key Laboratory of Biotherapy, Psychiatric Laboratory, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China.
| | - Chaw Lam
- Department of Psychology, Illinois Institute of Technology, Chicago, IL, U.S.A
| | - Xia Lin
- Institute of post-disaster reconstruction, Sichuan University, Chengdu, China; Department of Rehabilitation Sciences, The Hong Kong Polytechnic, Hong Kong, China; Department of forensic medicine, North Sichuan Medical University, Nanchong, China
| |
Collapse
|
171
|
Nymberg C, Banaschewski T, Bokde ALW, Büchel C, Conrod P, Flor H, Frouin V, Garavan H, Gowland P, Heinz A, Ittermann B, Mann K, Martinot JL, Nees F, Paus T, Pausova Z, Rietschel M, Robbins TW, Smolka MN, Ströhle A, Schumann G, Klingberg T, IMAGEN consortium ReedLWilliamsSLourdusamyACostafredaSCattrellANymbergCTopperLSmithLHavatziasSStueberKMallikCClarkeT-KStaceyDWongC PengWertsHWilliamsSAndrewCDesrivieresSZewdieSHeinzAHäkeIIvanovNKlärAReuterJPalafoxCHohmannCSchillingCLüdemannKRomanowskiAStröhleAWolffERappMIttermannBBrühlRIhlenfeldAWalaszekBSchubertFConnollyCJonesJLalorEMcCabeENíASpanagelRLeonardi-EssmannFSommerWVollstaedt-KleinSPoustkaLSteinerSBuehlerMVollstedt-KleinSStolzenburgESchmalCSchirmbeckFGowlandPHeymNLawrenceCNewmanCHuebnerTRipkeSMennigenEMullerK UZieschVBrombergUFadaiTLuekenLYacubianJFinsterbuschJMartinotJ-LArtigesEBordasNde BournonvilleSBricaudZGollier BriandFLemaitreHMassicotteJMirandaRPenttiläJBarbotASchwartzYLalanneCFrouinVThyreauBDalleyJMarASubramaniamNTheobaldDRichmondNde RoverMMolanderAJordanERobinsonEHipolataLMorenoMStephensDRipleyTCrombagHPenaYZelenikaDHeathSLanzerathDHeinrichsBSprangerTFuchsBSpeiserCReschFHaffnerJParzerPBrunnerRKlaassenAKlaassenIConstantPMignonXThomsenTZyssetSVestboeAIrelandJRogersJ. DRD2/ANKK1 polymorphism modulates the effect of ventral striatal activation on working memory performance. Neuropsychopharmacology 2014; 39:2357-65. [PMID: 24713612 PMCID: PMC4138745 DOI: 10.1038/npp.2014.83] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Revised: 03/14/2014] [Accepted: 03/14/2014] [Indexed: 02/02/2023]
Abstract
Motivation is important for learning and cognition. Although dopaminergic (D2) transmission in the ventral striatum (VS) is associated with motivation, learning, and cognition are more strongly associated with function of the dorsal striatum, including activation in the caudate nucleus. A recent study found an interaction between intrinsic motivation and the DRD2/ANKK1 polymorphism (rs1800497), suggesting that A-carriers of rs1800497 are significantly more sensitive to motivation in order to improve during working memory (WM) training. Using data from the two large-scale imaging genetic data sets, IMAGEN (n=1080, age 13-15 years) and BrainChild (n∼300, age 6-27), we investigated whether rs1800497 is associated with WM. In the IMAGEN data set, we tested whether VS/caudate activation during reward anticipation was associated with WM performance and whether rs1800497 and VS/caudate activation interact to affect WM performance. We found that rs1800497 was associated with WM performance in IMAGEN and BrainChild. Higher VS and caudate activation during reward processing were significantly associated with higher WM performance (p<0.0001). An interaction was found between the DRD2/ANKK1 polymorphism rs1800497 and VS activation during reward anticipation on WM (p<0.01), such that carriers of the minor allele (A) showed a significant correlation between VS activation and WM, whereas the GG-homozygotes did not, suggesting that the effect of VS BOLD on WM is modified by inter-individual genetic differences related to D2 dopaminergic transmission.
Collapse
Affiliation(s)
- Charlotte Nymberg
- Department of Neuroscience, Karolinska institute, Stockholm, Sweden,Department of Neuroscience, Karolinska institute, Retzius väg 8, Stockholm 17177, Sweden, Tel: +46727033334, Fax: +468333864, E-mail:
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Mannheim, Germany,Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Arun LW Bokde
- Institute of Neuroscience and Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Christian Büchel
- Department of Systems Neuroscience, Universitaetsklinikum Hamburg Eppendorf, Hamburg, Germany
| | - Patricia Conrod
- Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK,Department of Psychiatry, Universite de Montreal, CHU Ste Justine Hospital, Montreal, QC, Canada
| | - Herta Flor
- Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Mannheim, Germany,Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Vincent Frouin
- Neurospin, Commissariat à l'Energie Atomique et aux Energies Alternatives, Paris, France
| | - Hugh Garavan
- Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland,Departments of Psychiatry and Psychology, University of Vermont, Burlington, Vermont, USA
| | - P Gowland
- School of Physics and Astronomy, University of Nottingham, Nottingham, UK
| | - Andreas Heinz
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité—Universitätsmedizin Berlin, Berlin, Germany
| | - Bernd Ittermann
- Physikalisch-Technische Bundesanstalt (PTB), Braunschweig und Berlin, Berlin, Germany
| | - Karl Mann
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, Mannheim, Germany
| | - Jean-Luc Martinot
- Institut National de la Santé et de la Recherche Médicale, INSERM CEA Unit 1000 ‘Imaging & Psychiatry', University Paris Sud, Orsay, France,AP-HP Department of Adolescent Psychopathology and Medicine, Maison de Solenn, University Paris Descartes, Paris, France
| | - Frauke Nees
- Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Mannheim, Germany,Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Tomas Paus
- Rotman Research Institute, University of Toronto, Toronto, Canada,School of Psychology, University of Nottingham, Nottingham, UK,Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | - Zdenka Pausova
- The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Marcella Rietschel
- Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Mannheim, Germany,Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Trevor W Robbins
- Department of Experimental Psychology, Behavioural and Clinical Neurosciences Institute, University of Cambridge, Cambridge, UK
| | - Michael N Smolka
- Department of Psychiatry and Psychotherapy, Neuroimaging Center, Technische Universität Dresden, Dresden, Germany
| | - Andreas Ströhle
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité—Universitätsmedizin Berlin, Berlin, Germany
| | - Gunter Schumann
- Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - Torkel Klingberg
- Department of Neuroscience, Karolinska institute, Stockholm, Sweden
| | | |
Collapse
|
172
|
Richter A, Guitart-Masip M, Barman A, Libeau C, Behnisch G, Czerney S, Schanze D, Assmann A, Klein M, Düzel E, Zenker M, Seidenbecher CI, Schott BH. Valenced action/inhibition learning in humans is modulated by a genetic variant linked to dopamine D2 receptor expression. Front Syst Neurosci 2014; 8:140. [PMID: 25147510 PMCID: PMC4123722 DOI: 10.3389/fnsys.2014.00140] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2014] [Accepted: 07/18/2014] [Indexed: 01/19/2023] Open
Abstract
Motivational salience plays an important role in shaping human behavior, but recent studies demonstrate that human performance is not uniformly improved by motivation. Instead, action has been shown to dominate valence in motivated tasks, and it is particularly difficult for humans to learn the inhibition of an action to obtain a reward, but the neural mechanism behind this behavioral specificity is yet unclear. In all mammals, including humans, the monoamine neurotransmitter dopamine is particularly important in the neural manifestation of appetitively motivated behavior, and the human dopamine system is subject to considerable genetic variability. The well-studied TaqIA restriction fragment length polymorphism (rs1800497) has previously been shown to affect striatal dopamine metabolism. In this study we investigated a potential effect of this genetic variation on motivated action/inhibition learning. Two independent cohorts consisting of 87 and 95 healthy participants, respectively, were tested using the previously described valenced go/no-go learning paradigm in which participants learned the reward-associated no-go condition significantly worse than all other conditions. This effect was modulated by the TaqIA polymorphism, with carriers of the A1 allele showing a diminished learning-related performance enhancement in the rewarded no-go condition compared to the A2 homozygotes. This result highlights a modulatory role for genetic variability of the dopaminergic system in individual learning differences of action-valence interaction.
Collapse
Affiliation(s)
- Anni Richter
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany
| | - Marc Guitart-Masip
- Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London London, UK ; Ageing Research Centre, Karolinska Institute Stockholm, Sweden
| | - Adriana Barman
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany
| | - Catherine Libeau
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany
| | - Gusalija Behnisch
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany
| | - Sophia Czerney
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany
| | - Denny Schanze
- Institute of Human Genetics, Otto von Guericke University of Magdeburg Magdeburg, Germany
| | - Anne Assmann
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany
| | - Marieke Klein
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany
| | - Emrah Düzel
- Institute of Cognitive Neurology and Dementia Research, Otto von Guericke University Magdeburg Magdeburg, Germany ; Institute of Cognitive Neuroscience, University College London London, UK ; German Center for Neurodegenerative Diseases Magdeburg, Germany ; Center for Behavioral Brain Sciences, Otto von Guericke University of Magdeburg Magdeburg, Germany
| | - Martin Zenker
- Institute of Human Genetics, Otto von Guericke University of Magdeburg Magdeburg, Germany
| | - Constanze I Seidenbecher
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany ; Center for Behavioral Brain Sciences, Otto von Guericke University of Magdeburg Magdeburg, Germany
| | - Björn H Schott
- Department of Neurochemistry and Molecular Biology, Department of Behavioral Neurology, Leibniz Institute for Neurobiology Magdeburg, Germany ; Center for Behavioral Brain Sciences, Otto von Guericke University of Magdeburg Magdeburg, Germany ; Department of Psychiatry, Charité University Hospital Berlin, Germany ; Department of Neurology, University of Magdeburg Magdeburg, Germany
| |
Collapse
|
173
|
Bennett C, Blissett J, Carroll D, Ginty AT. Rated and measured impulsivity in children is associated with diminished cardiac reactions to acute psychological stress. Biol Psychol 2014; 102:68-72. [PMID: 25038303 DOI: 10.1016/j.biopsycho.2014.07.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2014] [Revised: 07/05/2014] [Accepted: 07/07/2014] [Indexed: 11/25/2022]
Abstract
This study examined the association between impulsivity and heart rate reactions to a brief psychological stress in pre-adolescent children. Impulsivity was assessed by two response inhibition tasks and maternal self-report. Heart rate was measured at rest and in response to a mental arithmetic challenge. Children high in impulsivity showed blunted cardiac stress reactions. This result resonates with previous findings that blunted stress reactivity is characteristic of a range of problematic behaviours often associated with impulsivity.
Collapse
Affiliation(s)
- Carmel Bennett
- School of Psychology, University of Birmingham, Birmingham, UK
| | - Jackie Blissett
- School of Psychology, University of Birmingham, Birmingham, UK
| | - Douglas Carroll
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, UK
| | - Annie T Ginty
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, UK.
| |
Collapse
|
174
|
Kampov-Polevoy A, Lange L, Bobashev G, Eggleston B, Root T, Garbutt JC. Sweet-liking is associated with transformation of heavy drinking into alcohol-related problems in young adults with high novelty seeking. Alcohol Clin Exp Res 2014; 38:2119-26. [PMID: 24962796 DOI: 10.1111/acer.12458] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Accepted: 04/03/2014] [Indexed: 11/30/2022]
Abstract
BACKGROUND We tested the hypothesis that high novelty seeking (NS) (a trait that promotes experimentation) and sweet-liking (SL) (a phenotype that may reflect processing of hedonic stimuli) act independently and synergistically to increase the risk of having alcohol-related problems in young adults. METHODS A sample of 163 young adults, ages 18 to 26, was recruited and balanced for gender and evidence for presence of alcohol problems to yield 150 evaluable participants. NS was evaluated using the Tridimensional Personality Questionnaire. Pleasurable response to sweet taste was tested to identify sweet-likers and sweet-dislikers. Alcohol use and problems were assessed by the Alcohol Use Disorders Identification Test and the Rutgers Alcohol Problem Index. RESULTS NS, but not SL, was positively and significantly associated with alcohol consumption and alcohol problems; however, the effect of NS on alcohol problems was significantly enhanced in the presence of the SL phenotype, thus showing a strong synergistic interaction. The combination of SL and high NS was associated with increased odds of having alcohol problems -20.64 (95% CI: -89.98, 4.74) compared to those with low NS and sweet-disliking. Other combinations did not produce such odds ratios. SL and low NS showed OR = 1.88 (95% CI 0.44, 7.99), and sweet-dislikers and high novelty seekers had OR = 4.07 (95%, CI 1.01, 16.46). CONCLUSIONS These results support and extend our hypothesis that as clinically distinct phenotypes, high NS and the SL phenotype are associated with risk of alcohol-related problems. High NS is associated with the use of alcohol, and the presence of the SL phenotype appears to bias an individual to alcohol problems once alcohol use is initiated. Understanding the biology and phenomenology of these phenotypes will allow a more complete picture of the processes that lead to alcohol problems.
Collapse
Affiliation(s)
- Alexey Kampov-Polevoy
- Department of Psychiatry and Bowles Center for Alcohol Studies, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | | | | | | | | |
Collapse
|
175
|
Jiang T, Soussignan R, Schaal B, Royet JP. Reward for food odors: an fMRI study of liking and wanting as a function of metabolic state and BMI. Soc Cogn Affect Neurosci 2014; 10:561-8. [PMID: 24948157 DOI: 10.1093/scan/nsu086] [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] [Received: 11/06/2013] [Accepted: 06/13/2014] [Indexed: 01/09/2023] Open
Abstract
Brain reward systems mediate liking and wanting for food reward. Here, we explore the differential involvement of the following structures for these two components: the ventral and dorsal striatopallidal area, orbitofrontal cortex (OFC), anterior insula and anterior cingulate. Twelve healthy female participants were asked to rate pleasantness (liking of food and non-food odors) and the desire to eat (wanting of odor-evoked food) during event-related functional magnetic resonance imaging (fMRI). The subjective ratings and fMRI were performed in hunger and satiety states. Activations of regions of interest were compared as a function of task (liking vs wanting), odor category (food vs non-food) and metabolic state (hunger vs satiety). We found that the nucleus accumbens and ventral pallidum were differentially involved in liking or wanting during the hunger state, which suggests a reciprocal inhibitory influence between these structures. Neural activation of OFC subregions was correlated with either liking or wanting ratings, suggesting an OFC role in reward processing magnitude. Finally, during the hunger state, participants with a high body mass index exhibited less activation in neural structures underlying food reward processing. Our results suggest that food liking and wanting are two separable psychological constructs and may be functionally segregated within the cortico-striatopallidal circuit.
Collapse
Affiliation(s)
- Tao Jiang
- Olfaction: From coding to memory team. INSERM, U1028, UMR 5292 CNRS, Lyon Neuroscience Research Center, University of Lyon, 69366 Lyon, France, Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS (UMR 6265), Université de Bourgogne-Inra, Dijon, France and CERMEP, Neurological Hospital, 69003 Lyon, France Olfaction: From coding to memory team. INSERM, U1028, UMR 5292 CNRS, Lyon Neuroscience Research Center, University of Lyon, 69366 Lyon, France, Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS (UMR 6265), Université de Bourgogne-Inra, Dijon, France and CERMEP, Neurological Hospital, 69003 Lyon, France
| | - Robert Soussignan
- Olfaction: From coding to memory team. INSERM, U1028, UMR 5292 CNRS, Lyon Neuroscience Research Center, University of Lyon, 69366 Lyon, France, Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS (UMR 6265), Université de Bourgogne-Inra, Dijon, France and CERMEP, Neurological Hospital, 69003 Lyon, France
| | - Benoist Schaal
- Olfaction: From coding to memory team. INSERM, U1028, UMR 5292 CNRS, Lyon Neuroscience Research Center, University of Lyon, 69366 Lyon, France, Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS (UMR 6265), Université de Bourgogne-Inra, Dijon, France and CERMEP, Neurological Hospital, 69003 Lyon, France
| | - Jean-Pierre Royet
- Olfaction: From coding to memory team. INSERM, U1028, UMR 5292 CNRS, Lyon Neuroscience Research Center, University of Lyon, 69366 Lyon, France, Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS (UMR 6265), Université de Bourgogne-Inra, Dijon, France and CERMEP, Neurological Hospital, 69003 Lyon, France Olfaction: From coding to memory team. INSERM, U1028, UMR 5292 CNRS, Lyon Neuroscience Research Center, University of Lyon, 69366 Lyon, France, Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS (UMR 6265), Université de Bourgogne-Inra, Dijon, France and CERMEP, Neurological Hospital, 69003 Lyon, France
| |
Collapse
|
176
|
Genetic Addiction Risk Score (GARS): molecular neurogenetic evidence for predisposition to Reward Deficiency Syndrome (RDS). Mol Neurobiol 2014; 50:765-96. [PMID: 24878765 PMCID: PMC4225054 DOI: 10.1007/s12035-014-8726-5] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Accepted: 04/29/2014] [Indexed: 12/21/2022]
Abstract
We have published extensively on the neurogenetics of brain reward systems with reference to the genes related to dopaminergic function in particular. In 1996, we coined “Reward Deficiency Syndrome” (RDS), to portray behaviors found to have gene-based association with hypodopaminergic function. RDS as a useful concept has been embraced in many subsequent studies, to increase our understanding of Substance Use Disorder (SUD), addictions, and other obsessive, compulsive, and impulsive behaviors. Interestingly, albeit others, in one published study, we were able to describe lifetime RDS behaviors in a recovering addict (17 years sober) blindly by assessing resultant Genetic Addiction Risk Score (GARS™) data only. We hypothesize that genetic testing at an early age may be an effective preventive strategy to reduce or eliminate pathological substance and behavioral seeking activity. Here, we consider a select number of genes, their polymorphisms, and associated risks for RDS whereby, utilizing GWAS, there is evidence for convergence to reward candidate genes. The evidence presented serves as a plausible brain-print providing relevant genetic information that will reinforce targeted therapies, to improve recovery and prevent relapse on an individualized basis. The primary driver of RDS is a hypodopaminergic trait (genes) as well as epigenetic states (methylation and deacetylation on chromatin structure). We now have entered a new era in addiction medicine that embraces the neuroscience of addiction and RDS as a pathological condition in brain reward circuitry that calls for appropriate evidence-based therapy and early genetic diagnosis and that requires further intensive investigation.
Collapse
|
177
|
Goudriaan AE, Yücel M, van Holst RJ. Getting a grip on problem gambling: what can neuroscience tell us? Front Behav Neurosci 2014; 8:141. [PMID: 24904328 PMCID: PMC4033022 DOI: 10.3389/fnbeh.2014.00141] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2013] [Accepted: 04/08/2014] [Indexed: 01/27/2023] Open
Abstract
In problem gamblers, diminished cognitive control and increased impulsivity is present compared to healthy controls. Moreover, impulsivity has been found to be a vulnerability marker for the development of pathological gambling (PG) and problem gambling (PrG) and to be a predictor of relapse. In this review, the most recent findings on functioning of the brain circuitry relating to impulsivity and cognitive control in PG and PrG are discussed. Diminished functioning of several prefrontal areas and of the anterior cingulate cortex (ACC) indicate that cognitive-control related brain circuitry functions are diminished in PG and PrG compared to healthy controls. From the available cue reactivity studies on PG and PrG, increased responsiveness towards gambling stimuli in fronto-striatal reward circuitry and brain areas related to attentional processing is present compared to healthy controls. At this point it is unresolved whether PG is associated with hyper- or hypo-activity in the reward circuitry in response to monetary cues. More research is needed to elucidate the complex interactions for reward responsivity in different stages of gambling and across different types of reward. Conflicting findings from basic neuroscience studies are integrated in the context of recent neurobiological addiction models. Neuroscience studies on the interface between cognitive control and motivational processing are discussed in light of current addiction theories. Clinical implications: We suggest that innovation in PG therapy should focus on improvement of dysfunctional cognitive control and/or motivational functions. The implementation of novel treatment methods like neuromodulation, cognitive training and pharmacological interventions as add-on therapies to standard treatment in PG and PrG, in combination with the study of their effects on brain-behavior mechanisms could prove an important clinical step forward towards personalizing and improving treatment results in PG.
Collapse
Affiliation(s)
- Anna E Goudriaan
- Department of Psychiatry and Amsterdam Institute for Addiction Research, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
| | - Murat Yücel
- Monash Clinical and Imaging Neuroscience (MCIN) Laboratory, Monash Biomedical Imaging and School of Psychological Sciences, Monash University Monash, VIC, Australia
| | - Ruth J van Holst
- Department of Psychiatry and Amsterdam Institute for Addiction Research, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands ; Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Nijmegen, Netherlands
| |
Collapse
|
178
|
Blum K, Oscar-Berman M, Badgaiyan RD, Palomo T, Gold MS. Hypothesizing dopaminergic genetic antecedents in schizophrenia and substance seeking behavior. Med Hypotheses 2014; 82:606-14. [PMID: 24636783 PMCID: PMC4039414 DOI: 10.1016/j.mehy.2014.02.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2013] [Revised: 02/12/2014] [Accepted: 02/17/2014] [Indexed: 01/05/2023]
Abstract
The dopamine system has been implicated in both substance use disorder (SUD) and schizophrenia. A recent meta-analysis suggests that A1 allele of the DRD2 gene imposes genetic risk for SUD, especially alcoholism and has been implicated in Reward Deficiency Syndrome (RDS). We hypothesize that dopamine D2 receptor (DRD2) gene Taq1 A2 allele is associated with a subtype of non-SUD schizophrenics and as such may act as a putative protective agent against the development of addiction to alcohol or other drugs of abuse. Schizophrenics with SUD may be carriers of the DRD2 Taq1 A1 allele, and/or other RDS reward polymorphisms and have hypodopaminergic reward function. One plausible mechanism for alcohol seeking in schizophrenics with SUD, based on previous research, may be a deficiency of gamma type endorphins that has been linked to schizophrenic type psychosis. We also propose that alcohol seeking behavior in schizophrenics, may serve as a physiological self-healing process linked to the increased function of the gamma endorphins, thereby reducing abnormal dopaminergic activity at the nucleus accumbens (NAc). These hypotheses warrant further investigation and cautious interpretation. We, therefore, encourage research involving neuroimaging, genome wide association studies (GWAS), and epigenetic investigation into the relationship between neurogenetics and systems biology to unravel the role of dopamine in psychiatric illness and SUD.
Collapse
Affiliation(s)
- Kenneth Blum
- Department of Psychiatry & McKnight Brain Institute, University of Florida College of Medicine, Gainesville, FL, USA; Department of Clinical Neurology, Path Research Foundation, New York, NY, USA; Department of Genomics, IGENE, LLC, Austin, TX, USA; Department of Psychiatry, Human Integrated Services Unit University of Vermont Center for Clinical & Translational Science, College of Medicine, Burlington, VT, USA; Dominion Diagnostics, LLC, North Kingstown, RI, USA; Department of Addiction Research & Therapy, Malibu Beach Recovery Center, Malibu Beach, CA, USA; RD Solutions, LLC, Research Center, Austin, TX, USA; Department of Nutrigenomics, RD Solutions, LLC, La Jolla, CA, USA.
| | - Marlene Oscar-Berman
- Departments of Psychiatry and Anatomy & Neurobiology, Boston University School of Medicine and Boston VA Healthcare System, Boston, MA, USA
| | - Rajendra D Badgaiyan
- Department of Psychiatry and Neuroimaging Laboratory, SUNY-at Buffalo, Buffalo, NY, USA
| | - Tomas Palomo
- Unidad de Alcoholismo y Patología Dual, Servicio de Psiquiatría, Hospital Universitario 12 de Octubre, Av. de Córdoba s/n, Madrid E-28041, Spain
| | - Mark S Gold
- Department of Psychiatry & McKnight Brain Institute, University of Florida College of Medicine, Gainesville, FL, USA
| |
Collapse
|
179
|
Blum K, Schoenthaler SJ, Oscar-Berman M, Giordano J, Madigan MA, Braverman ER, Han D. Drug abuse relapse rates linked to level of education: can we repair hypodopaminergic-induced cognitive decline with nutrient therapy? PHYSICIAN SPORTSMED 2014; 42:130-45. [PMID: 24875980 DOI: 10.3810/psm.2014.05.2065] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
It is well known that athletes and other individuals who have suffered painful injuries are at increased risk for all reward deficiency syndrome (RDS) behaviors, including substance use disorder (SUD). Comparing patient demographics and relapse rates in chemical dependence programs is pertinent because demographics may affect outcomes. Increased risk for relapse and lower academic achievement were found to have a significant association in recent outcome data from a holistic treatment center (HTC) located in North Miami Beach, FL. Relapse outcomes from the Drug Addiction Treatment Outcome Study (DATOS; n = 1738) and HTC (n = 224) were compared for a 12-month period. Post-discharge relapse was reported by 26% of HTC patients and 58% of patients in DATOS. When broken out by education level-less than high school, high school diploma, college degree, and graduate degree-HTC patient relapse was 50%, 36%, 33%, and 16%, respectively, and demonstrated an inverse linear association (F = 5.702; P = 0.017). Looking at DATOS patient relapse rates broken down by educational grades/years completed, patients who attended school between 7th grade and 4 years of college also demonstrated an inverse linear association (F = 5.563; P = 0.018). Additionally, the lowest performers, patients who reported their academic performance as "not so good," had the highest relapse (F = 4.226; P = 0.04). Albeit certain limitations, compared with DATOS patients, HTC patients produced significantly larger net differences in relapse rates (X 2 = 84.09; P = 0.0001), suggesting that other variables, such as the treatment model may also affect patient relapse. Our results implicate the use of vitamin and mineral supplements coupled with a well-researched natural dopamine agonist nutrient therapy; both have been shown to improve cognition and behavior, and thus academic achievement. That relapse is highest among addicts who have less education and who report lower grades is a factor that can be useful when considering treatment type and controlled for when comparing treatment outcomes.
Collapse
Affiliation(s)
- Kenneth Blum
- Department of Psychiatry and McKnight Brain Institute, University of Florida College of Medicine, Gainesville, FL.
| | | | | | | | | | | | | |
Collapse
|
180
|
Bhaskar LVKS, Kumar SA. Polymorphisms in genes encoding dopamine signalling pathway and risk of alcohol dependence: a systematic review. Acta Neuropsychiatr 2014; 26:69-80. [PMID: 24983092 DOI: 10.1017/neu.2013.27] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Alcohol dependence (AD) is one of the major elements that significantly influence drinking pattern that provoke the alcohol-induced organ damage. The structural and neurophysiologic abnormalities in the frontal lobes of chronic alcoholics were revealed by magnetic resonance imaging scans. It is well known that candidate genes involved in dopaminergic pathway are of immense interest to the researchers engaged in a wide range of addictive disorders. Dopaminergic pathway gene polymorphisms are being extensively studied with respect to addictive and behavioral disorders. METHODS From the broad literature available, the current review summarizes the specific polymorphisms of dopaminergic genes that play a role in alcohol dependence. RESULTS No evidence indicating any strong association between AD and polymorphisms of dopamine pathway genes has emerged from the literature. DISCUSSION Further studies are warranted, considering a range of alcohol-related traits to determine the genes that influence alcohol dependence.
Collapse
|
181
|
Khalife N, Kantomaa M, Glover V, Tammelin T, Laitinen J, Ebeling H, Hurtig T, Jarvelin MR, Rodriguez A. Childhood attention-deficit/hyperactivity disorder symptoms are risk factors for obesity and physical inactivity in adolescence. J Am Acad Child Adolesc Psychiatry 2014; 53:425-436. [PMID: 24655652 DOI: 10.1016/j.jaac.2014.01.009] [Citation(s) in RCA: 118] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 01/22/2014] [Accepted: 01/27/2014] [Indexed: 01/27/2023]
Abstract
OBJECTIVE To prospectively investigate the association and directionality between attention-deficit/hyperactivity disorder (ADHD) symptoms and obesity from childhood to adolescence in the general population. We examined whether obesogenic behaviors, namely, physical inactivity and binge eating, underlie the potential ADHD symptom-obesity association. We explored whether childhood conduct disorder (CD) symptoms are related to adolescent obesity/physical inactivity. METHOD At 7 to 8 years (n = 8,106), teachers reported ADHD and CD symptoms, and parents reported body mass index (BMI) and physically active play. At 16 years (n = 6,934), parents reported ADHD symptoms; adolescents reported physical activity (transformed to metabolic equivalent of task [MET] hours per week) and binge eating; BMI and waist-hip ratio (WHR) were measured via clinical examination. Obesity was defined using the International Obesity Task Force (IOTF) cut-offs for BMI and the 95th percentile cut-off for WHR. RESULTS Childhood ADHD symptoms significantly predicted adolescent obesity, rather than the opposite. Inattention-hyperactivity symptoms at 8 years were associated with indices of obesity at 16 years (obese BMI: odds ratio [OR] = 1.91, 95% confidence interval [CI] = 1.10-3.33; 95th percentile WHR: OR = 1.71, 95% CI = 1.05-2.78), adjusted for gender, baseline BMI, physical activity, family structure change, and maternal education. Child CD symptoms associated with indices of adolescent obesity. Reduced physically active play in childhood predicted adolescent inattention (OR = 1.61, 95% CI = 1.16-2.24). Childhood ADHD and CD symptoms were linked with physical inactivity in adolescence (inattention-hyperactivity; OR = 1.60, 95% CI = 1.20-2.13), but not binge eating. Physical inactivity mediated the associations. CONCLUSIONS Children with ADHD or CD symptoms are at increased risk for becoming obese and physically inactive adolescents. Physical activity may be beneficial for both behavior problems and obesity.
Collapse
Affiliation(s)
| | - Marko Kantomaa
- Imperial College London, UK; LIKES - Research Center for Sports and Health Sciences, Finland
| | | | - Tuija Tammelin
- LIKES - Research Center for Sports and Health Sciences, Finland
| | | | - Hanna Ebeling
- Clinic of Child Psychiatry, University and University Hospital of Oulu, Finland
| | - Tuula Hurtig
- Institute of Health Sciences, University of Oulu, Finland
| | - Marjo-Riitta Jarvelin
- Imperial College London, UK; Medical Research Council (MRC) Health Protection Agency (HMA) Centre for Environment and Health, Imperial College, UK; Institute of Health Sciences, University of Oulu, Finland; Biocenter Oulu, University of Oulu, Finland; Unit of Primary Care, Oulu University Hospital, Finland; and the National Institute for Health and Welfare, Finland
| | | |
Collapse
|
182
|
Carver CS, LeMoult J, Johnson SL, Joormann J. Gene Effects and G × E Interactions in the Differential Prediction of Three Aspects of Impulsiveness. SOCIAL PSYCHOLOGICAL AND PERSONALITY SCIENCE 2014. [DOI: 10.1177/1948550614527116] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Several polymorphisms relevant to dopamine and serotonin have been identified as potential contributors to individual differences in impulsivity versus self-control. Because impulsivity is a multifaceted construct, a need remains to examine more closely how various genes relate to different aspects of impulsivity. We examined four dopamine-related polymorphisms and the serotonin transporter as predictors of three aspects of impulsivity, two bearing on impulsive reactions to emotions and one on difficulty in completing intended actions. Early adversity was also examined as a potentiator of genetic effects. Undergraduates completed measures of impulsivity and early adversity and were genotyped. COMT, BDNF, DRD4, and 5HTTLPR (the latter two in interaction with early adversity) made independent contributions to prediction of Pervasive Influence of Feelings. BDNF made a contribution to Lack of Follow-Through. ANKK1 and 5HTTLPR (both in interaction with early adversity) made independent contributions to Feelings Trigger Action. Thus, five polymorphisms contributed to predicting impulsivity, but different polymorphisms related to different aspects.
Collapse
|
183
|
Spellicy CJ, Harding MJ, Hamon SC, Mahoney JJ, Reyes JA, Kosten TR, Newton TF, De La Garza R, Nielsen DA. A variant in ANKK1 modulates acute subjective effects of cocaine: a preliminary study. GENES BRAIN AND BEHAVIOR 2014; 13:559-64. [PMID: 24528631 DOI: 10.1111/gbb.12121] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Revised: 08/30/2013] [Accepted: 02/03/2014] [Indexed: 12/31/2022]
Abstract
This study aimed to evaluate whether functional variants in the ankyrin repeat and kinase domain-containing 1 (ANKK1) gene and/or the dopamine receptor D2 (DRD2) gene modulate the subjective effects (reward or non-reward response to a stimulus) produced by cocaine administration. Cocaine-dependent participants (N = 47) were administered 40 mg of cocaine or placebo at time 0, and a subjective effects questionnaire (visual analog scale) was administered 15 min prior to cocaine administration, and at 5, 10, 15 and 20 min following administration. The influence of polymorphisms in the ANKK1 and DRD2 genes on subjective experience of cocaine in the laboratory was tested. Participants with a T allele of ANKK1 rs1800497 experienced greater subjective 'high' (P = 0.00006), 'any drug effect' (P = 0.0003) and 'like' (P = 0.0004) relative to the CC genotype group. Although the variant in the DRD2 gene was shown to be associated with subjective effects, linkage disequilibrium analysis revealed that this association was driven by the ANKK1 rs1800497 variant. A participant's ANKK1 genotype may identify individuals who are likely to experience greater positive subjective effects following cocaine exposure, including greater 'high' and 'like', and these individuals may have increased vulnerability to continue using cocaine or they may be at greater risk to relapse during periods of abstinence. However, these results are preliminary and replication is necessary to confirm these findings.
Collapse
Affiliation(s)
- C J Spellicy
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine and Michael E. DeBakey V.A. Medical Center, Houston, TX
| | | | | | | | | | | | | | | | | |
Collapse
|
184
|
Gold MS, Blum K, Oscar-Berman M, Braverman ER. Low dopamine function in attention deficit/hyperactivity disorder: should genotyping signify early diagnosis in children? Postgrad Med 2014; 126:153-77. [PMID: 24393762 DOI: 10.3810/pgm.2014.01.2735] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Attention deficit/hyperactivity disorder (ADHD) is present in 8% to 12% of children, and 4% of adults worldwide. Children with ADHD can have learning impairments, poor selfesteem, social dysfunction, and an increased risk of substance abuse, including cigarette smoking. Overall, the rate of treatment with medication for patients with ADHD has been increasing since 2008, with ≥ 2 million children now being treated with stimulants. The rise of adolescent prescription ADHD medication abuse has occurred along with a concomitant increase of stimulant medication availability. Of adults presenting with a substance use disorder (SUD), 20% to 30% have concurrent ADHD, and 20% to 40% of adults with ADHD have a history of SUD. Following a brief review of the etiology of ADHD, its diagnosis and treatment, we focus on the benefits of early and appropriate testing for a predisposition to ADHD. We suggest that by genotyping patients for a number of known, associated dopaminergic polymorphisms, especially at an early age, misdiagnoses and/or over-diagnosis can be reduced. Ethical and legal issues of early genotyping are considered. As many as 30% of individuals with ADHD are estimated to either have secondary side-effects or are not responsive to stimulant medication. We also consider the benefits of non-stimulant medication and alternative treatment modalities, which include diet, herbal medications, iron supplementation, and neurofeedback. With the goals of improving treatment of patients with ADHD and SUD prevention, we encourage further work in both genetic diagnosis and novel treatment approaches.
Collapse
Affiliation(s)
- Mark S Gold
- Department of Psychiatry, School of Medicine and McKnight Brain Institute, University of Florida, Gainesville, FL.
| | | | | | | |
Collapse
|
185
|
Agudelo M, Khatavkar P, Yndart A, Yoo C, Rosenberg R, Devieux JG, Malow RM, Nair M. Alcohol abuse and HIV infection: role of DRD2. Curr HIV Res 2014; 12:234-42. [PMID: 25053368 PMCID: PMC4300295 DOI: 10.2174/1570162x12666140721115045] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2013] [Revised: 04/25/2014] [Accepted: 04/28/2014] [Indexed: 11/22/2022]
Abstract
According to a survey from the HIV Cost and Services Utilization Study (HCSUS), approximately 53% of HIV-infected patients reported drinking alcohol and 8% were classified as heavy drinkers. The role of alcohol as a risk factor for HIV infection has been widely studied and recent research has found a significant association between heavy alcohol consumption and lower levels of CD4 T cells among HIV-infected alcoholics. Although there is evidence on the role of alcohol as a risk factor for HIV transmission and disease progression, there is a need for population studies to determine the genetic mechanisms that affect alcohol's role in HIV disease progression. One of the mechanisms of interest is the dopaminergic system. To date, the effects of dopamine on HIV neuroimmune pathogenesis are not well understood; however, dopaminergic neural degeneration due to HIV is known to occur by viral invasion into the brain via immune cells, and modulation of dopamine in the CNS may be a common mechanism by which different types of substances of abuse impact HIV disease progression. Although previous studies have shown an association of D(2) dopamine receptor (DRD2) polymorphisms with severity of alcohol dependence, the expression of this allele risk on HIV patients with alcohol dependence has not been systematically explored. In the current study, DRD2 Taq1A and C957T SNP genotyping analyses were performed in 165 HIV-infected alcohol abusers and the results were examined with immune status and CD4 counts.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Madhavan Nair
- Department of Immunology, Institute of NeuroImmune Pharmacology, College of Medicine, AHC-I 308, Florida International University, 11200 SW 8th Street, Miami, FL 33199, USA.
| |
Collapse
|
186
|
Blum K, Simpaatico T, Waite RL, Blum SH, Dushaj K, Madigan MA, Braverman ER, Oscar-Bermanm M. Hypothesizing “Reward” Gene Polymorphisms May Predict High Rates of Injury and Addiction in the Workforce: A Nutrient and Electrotherapeutic Based Solution. Health (London) 2014. [DOI: 10.4236/health.2014.616262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
187
|
Leicht G, Troschütz S, Andreou C, Karamatskos E, Ertl M, Naber D, Mulert C. Relationship between oscillatory neuronal activity during reward processing and trait impulsivity and sensation seeking. PLoS One 2013; 8:e83414. [PMID: 24376698 PMCID: PMC3869783 DOI: 10.1371/journal.pone.0083414] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Accepted: 11/13/2013] [Indexed: 11/25/2022] Open
Abstract
Background The processing of reward and punishment stimuli in humans appears to involve brain oscillatory activity of several frequencies, probably each with a distinct function. The exact nature of associations of these electrophysiological measures with impulsive or risk-seeking personality traits is not completely clear. Thus, the aim of the present study was to investigate event-related oscillatory activity during reward processing across a wide spectrum of frequencies, and its associations with impulsivity and sensation seeking in healthy subjects. Methods During recording of a 32-channel EEG 22 healthy volunteers were characterized with the Barratt Impulsiveness and the Sensation Seeking Scale and performed a computerized two-choice gambling task comprising different feedback options with positive vs. negative valence (gain or loss) and high or low magnitude (5 vs. 25 points). Results We observed greater increases of amplitudes of the feedback-related negativity and of activity in the theta, alpha and low-beta frequency range following loss feedback and, in contrast, greater increase of activity in the high-beta frequency range following gain feedback. Significant magnitude effects were observed for theta and delta oscillations, indicating greater amplitudes upon feedback concerning large stakes. The theta amplitude changes during loss were negatively correlated with motor impulsivity scores, whereas alpha and low-beta increase upon loss and high-beta increase upon gain were positively correlated with various dimensions of sensation seeking. Conclusions The findings suggest that the processing of feedback information involves several distinct processes, which are subserved by oscillations of different frequencies and are associated with different personality traits.
Collapse
Affiliation(s)
- Gregor Leicht
- Department of Psychiatry and Psychotherapy, Psychiatry Neuroimaging Branch (PNB), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- * E-mail:
| | - Stefan Troschütz
- Department of Psychiatry and Psychotherapy, Psychiatry Neuroimaging Branch (PNB), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christina Andreou
- Department of Psychiatry and Psychotherapy, Psychiatry Neuroimaging Branch (PNB), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Evangelos Karamatskos
- Department of Psychiatry and Psychotherapy, Psychiatry Neuroimaging Branch (PNB), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias Ertl
- Department of Psychiatry and Psychotherapy, Psychiatry Neuroimaging Branch (PNB), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Neurology, Ludwig-Maximilians-University, Munich, Germany
- Graduate school of systemic neuroscience, Ludwig-Maximilians-University, Munich, Germany
| | - Dieter Naber
- Department of Psychiatry and Psychotherapy, Psychiatry Neuroimaging Branch (PNB), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph Mulert
- Department of Psychiatry and Psychotherapy, Psychiatry Neuroimaging Branch (PNB), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
188
|
Greater impulsivity is associated with decreased brain activation in obese women during a delay discounting task. Brain Imaging Behav 2013; 7:116-28. [PMID: 22948956 DOI: 10.1007/s11682-012-9201-4] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Impulsivity and poor inhibitory control are associated with higher rates of delay discounting (DD), or a greater preference for smaller, more immediate rewards at the expense of larger, but delayed rewards. Of the many functional magnetic resonance imaging (fMRI) studies of DD, few have investigated the correlation between individual differences in DD rate and brain activation related to DD trial difficulty, with difficult DD trials expected to activate putative executive function brain areas involved in impulse control. In the current study, we correlated patterns of brain activation as measured by fMRI during difficult vs. easy trials of a DD task with DD rate (k) in obese women. Difficulty was defined by how much a reward choice deviated from an individual's 'indifference point', or the point where the subjective preference for an immediate and a delayed reward was approximately equivalent. We found that greater delay discounting was correlated with less modulation of activation in putative executive function brain areas, such as the middle and superior frontal gyri and inferior parietal lobule, in response to difficult compared to easy DD trials. These results support the suggestion that increased impulsivity is associated with deficient functioning of executive function areas of the brain.
Collapse
|
189
|
Vaske J, Boisvert D, Wright JP, Beaver KM. A longitudinal analysis of the effects of a DRD4 polymorphism on marijuana use. Psychiatry Res 2013; 210:247-55. [PMID: 23790981 DOI: 10.1016/j.psychres.2013.04.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Revised: 04/14/2013] [Accepted: 04/25/2013] [Indexed: 01/11/2023]
Abstract
The current study used a variable- and person-centered approach to examine whether a DRD4 polymorphism explained within-individual differences in frequency of marijuana use from adolescence into emerging adulthood. Data were analyzed from 1897 respondents from the genetic subsample of the National Longitudinal Study of Adolescent Health (Add Health) at waves I (ages 13-17), II (ages 14-18), and III (ages 21-25). Latent class growth model results revealed that marijuana use was characterized by four trajectories (non-users/experimenters, increasers, desisters, and chronic users), and that the DRD4 polymorphism differentiated increasers from non-users/experimenters. Overall, the results suggested that the DRD4 polymorphism may be relevant to differences in the developmental trajectories of marijuana use.
Collapse
Affiliation(s)
- Jamie Vaske
- Department of Criminology and Criminal Justice, Western Carolina University, Cullowhee, NC 28723, United States.
| | | | | | | |
Collapse
|
190
|
Roth CL, Hinney A, Schur EA, Elfers CT, Reinehr T. Association analyses for dopamine receptor gene polymorphisms and weight status in a longitudinal analysis in obese children before and after lifestyle intervention. BMC Pediatr 2013; 13:197. [PMID: 24283216 PMCID: PMC4219494 DOI: 10.1186/1471-2431-13-197] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Accepted: 11/22/2013] [Indexed: 01/09/2023] Open
Abstract
Background Dopamine receptors are involved in midbrain reward circuit activation. Polymorphisms in two dopamine receptor genes, DRD2 and DRD4, have been associated with altered perception of food reward and weight gain. The objective of this study was to determine whether the same risk alleles were associated with overweight/obesity and with lower reduction of overweight after a 1-year lifestyle intervention. Methods In a longitudinal study the association of polymorphisms in DRD2 (rs18000497, risk allele: T, formerly A1 allele at the TaqI A1 polymorphism) and DRD4 (variable number of tandem repeats (VNTR); 48 bp repeat in exon III; risk alleles: 7 repeats or longer: 7R+) was tested on weight loss success following a 1-year lifestyle childhood obesity intervention (OBELDICKS). An additional exploratory cross-sectional case-control study was performed to compare the same DRD polymorphisms in these overweight/obese children and adolescents versus lean adult controls. Subjects were 423 obese and 28 overweight children participating in lifestyle intervention (203 males), age median 12.0 (interquartile range 10.0–13.7) years, body mass index - standard deviation score (BMI-SDS) 2.4 ± 0.5; 583 lean adults (232 males); age median 25.3 (interquartile range 22.5–26.8) years, BMI 19.1 ± 1.9 kg/m2. BMI, BMI-SDS and skinfold thickness measures were assessed at baseline and after 1 year; genotyping was performed for DRD2 risk variant rs1800497 and DRD4 exon III VNTR. Results The DRD2 genotype had a nominal effect on success in the weight loss intervention. The weakest BMI-SDS reduction was in children homozygous for two rs1800497 T-alleles (n = 11) compared to the combined group with zero (n = 308) or one (n = 132) rs1800497 T-allele (-0.08 ± 0.36 vs. -0.28 ± 0.34; p < 0.05). There was no association between the DRD4 VNTR alleles and genotypes and success in the weight loss intervention. No associations of the risk alleles of the DRD2 and DRD4 polymorphisms and obesity were observed in the cross-sectional part of the study. Conclusions We did not find association between polymorphisms in DRD2 and DRD4 genes and weight status. However, obese carriers of two DRD2 rs1800497 T-alleles may be at risk for weak responses to lifestyle interventions aimed at weight reduction. Trial registration Obesity intervention program “Obeldicks” is registered at clinicaltrials.gov (NCT00435734).
Collapse
Affiliation(s)
- Christian L Roth
- Department of Pediatrics, University of Washington, Seattle Children's Research Institute, 1900 Ninth Ave, Seattle, WA 98101, USA.
| | | | | | | | | |
Collapse
|
191
|
Clark L, Averbeck B, Payer D, Sescousse G, Winstanley CA, Xue G. Pathological choice: the neuroscience of gambling and gambling addiction. J Neurosci 2013; 33:17617-23. [PMID: 24198353 PMCID: PMC3858640 DOI: 10.1523/jneurosci.3231-13.2013] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Revised: 09/13/2013] [Accepted: 09/13/2013] [Indexed: 11/21/2022] Open
Abstract
Gambling is pertinent to neuroscience research for at least two reasons. First, gambling is a naturalistic and pervasive example of risky decision making, and thus gambling games can provide a paradigm for the investigation of human choice behavior and "irrationality." Second, excessive gambling involvement (i.e., pathological gambling) is currently conceptualized as a behavioral addiction, and research on this condition may provide insights into addictive mechanisms in the absence of exogenous drug effects. This article is a summary of topics covered in a Society for Neuroscience minisymposium, focusing on recent advances in understanding the neural basis of gambling behavior, including translational findings in rodents and nonhuman primates, which have begun to delineate neural circuitry and neurochemistry involved.
Collapse
Affiliation(s)
- Luke Clark
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
| | - Bruno Averbeck
- Laboratory for Neuropsychology, National Institute of Mental Health, Bethesda, Maryland 20892
| | - Doris Payer
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario M5T 1R8, Canada
| | - Guillaume Sescousse
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, 6525 HP Nijmegen, The Netherlands
| | - Catharine A. Winstanley
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada, and
| | - Gui Xue
- State Key Laboratory of Cognitive Neuroscience and Learning, and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China 100875
| |
Collapse
|
192
|
Dopamine receptor D1 and postsynaptic density gene variants associate with opiate abuse and striatal expression levels. Mol Psychiatry 2013; 18:1205-10. [PMID: 23044706 PMCID: PMC3637428 DOI: 10.1038/mp.2012.140] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2012] [Revised: 07/06/2012] [Accepted: 08/20/2012] [Indexed: 12/31/2022]
Abstract
Opioid drugs are highly addictive and their abuse has a strong genetic load. Dopamine-glutamate interactions are hypothesized to be important for regulating neural systems central for addiction vulnerability. Balanced dopamine-glutamate interaction is mediated through several functional associations, including a physical link between discs, large homolog 4 (Drosophila) (DLG4, PSD-95) and dopamine receptor 1 (DRD1) within the postsynaptic density to regulate DRD1 trafficking. To address whether genetic associations with heroin abuse exist in relation to dopamine and glutamate and their potential interactions, we evaluated single-nucleotide polymorphisms of key genes within these systems in three populations of opiate abusers and controls, totaling 489 individuals from Europe and the United States. Despite significant differences in racial makeup of the separate samples, polymorphisms of DRD1 and DLG4 were found to be associated with opiate abuse. In addition, a strong gene-gene interaction between homer 1 homolog (Drosophila) (HOMER1) and DRD1 was predicted to occur in Caucasian subjects. This interaction was further analyzed by evaluating DRD1 genotype in relation to HOMER1b/c protein expression in postmortem tissue from a subset of Caucasian subjects. DRD1 rs265973 genotype correlated with HOMER1b/c levels in the striatum, but not cortex or amygdala; the correlation was inversed in opiate abusers as compared with controls. Cumulatively, these results support the hypothesis that there may be significant, genetically influenced interactions between glutamatergic and dopaminergic pathways in opiate abusers.
Collapse
|
193
|
Nymberg C, Jia T, Lubbe S, Ruggeri B, Desrivieres S, Barker G, Büchel C, Fauth-Buehler M, Cattrell A, Conrod P, Flor H, Gallinat J, Garavan H, Heinz A, Ittermann B, Lawrence C, Mann K, Nees F, Salatino-Oliveira A, Paillère Martinot ML, Paus T, Rietschel M, Robbins T, Smolka M, Banaschewski T, Rubia K, Loth E, Schumann G. Neural mechanisms of attention-deficit/hyperactivity disorder symptoms are stratified by MAOA genotype. Biol Psychiatry 2013; 74:607-14. [PMID: 23746540 DOI: 10.1016/j.biopsych.2013.03.027] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2012] [Revised: 03/19/2013] [Accepted: 03/19/2013] [Indexed: 11/20/2022]
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is characterized by deficits in reward sensitivity and response inhibition. The relative contribution of these frontostriatal mechanisms to ADHD symptoms and their genetic determinants is largely unexplored. METHODS Using functional magnetic resonance imaging and genetic analysis of the monoamine oxidase A (MAOA) gene, we investigated how striatal and inferior frontal activation patterns contribute to ADHD symptoms depending on MAOA genotype in a sample of adolescent boys (n = 190). RESULTS We demonstrate an association of ADHD symptoms with distinct blood oxygen level-dependent (BOLD) responses depending on MAOA genotype. In A hemizygotes of the expression single nucleotide polymorphism rs12843268, which express lower levels of MAOA, ADHD symptoms are associated with lower ventral striatal BOLD response during the monetary incentive delay task and lower inferior frontal gyrus BOLD response during the stop signal task. In G hemizygotes, ADHD symptoms are associated with increased inferior frontal gyrus BOLD response during the stop signal task in the presence of increased ventral striatal BOLD response during the monetary incentive delay task. CONCLUSIONS Depending on MAOA genotype, ADHD symptoms in adolescent boys are associated with either reward deficiency or insufficient response inhibition. Apart from its mechanistic interest, our finding may aid in developing pharmacogenetic markers for ADHD.
Collapse
Affiliation(s)
- Charlotte Nymberg
- Medical Research Council-Social, Genetic and Developmental Psychiatry Centre (CN, TJ, SL, BR, SD, GB, AC, PC, EL, GS), Institute of Psychiatry, King's College London, London, United Kingdom.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
194
|
Minichino A, Bersani FS, Calò WK, Spagnoli F, Francesconi M, Vicinanza R, Delle Chiaie R, Biondi M. Smoking behaviour and mental health disorders--mutual influences and implications for therapy. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2013; 10:4790-811. [PMID: 24157506 PMCID: PMC3823321 DOI: 10.3390/ijerph10104790] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Revised: 09/04/2013] [Accepted: 09/06/2013] [Indexed: 12/27/2022]
Abstract
Tobacco use is strongly associated with a variety of psychiatric disorders. Smokers are more likely than non-smokers to meet current criteria for mental health conditions, such as mood disorders, anxiety disorders and psychosis. Evidence also suggest that smokers with psychiatric disorders may have more difficulty quitting, offering at least a partial explanation for why smoking rates are higher in this population. The mechanisms linking mental health conditions and cigarette smoking are complex and likely differ across each of the various disorders. The most commonly held view is that patients with mental health conditions smoke in an effort to regulate the symptoms associated with their disorder. However some recent evidence suggests that quitting smoking may actually improve mental health symptoms. This is particularly true if the tobacco cessation intervention is integrated into the context of ongoing mental health treatment. In this paper we reviewed and summarized the most relevant knowledge about the relationship between tobacco use and dependence and psychiatric disorders. We also reviewed the most effective smoking cessation strategies available for patients with psychiatric comorbidity and the impact of smoking behavior on psychiatric medication.
Collapse
Affiliation(s)
- Amedeo Minichino
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome 00185, Italy; E-Mails: (F.S.B.); (W.K.C.); (F.S.); (M.F.); (R.D.C.); (M.B.)
| | - Francesco Saverio Bersani
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome 00185, Italy; E-Mails: (F.S.B.); (W.K.C.); (F.S.); (M.F.); (R.D.C.); (M.B.)
| | - Wanda Katharina Calò
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome 00185, Italy; E-Mails: (F.S.B.); (W.K.C.); (F.S.); (M.F.); (R.D.C.); (M.B.)
| | - Francesco Spagnoli
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome 00185, Italy; E-Mails: (F.S.B.); (W.K.C.); (F.S.); (M.F.); (R.D.C.); (M.B.)
| | - Marta Francesconi
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome 00185, Italy; E-Mails: (F.S.B.); (W.K.C.); (F.S.); (M.F.); (R.D.C.); (M.B.)
| | - Roberto Vicinanza
- Department of Cardiovascular, Respiratory, Nephrologic and Geriatric Sciences, Sapienza University, Rome 00185, Italy; E-Mail:
| | - Roberto Delle Chiaie
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome 00185, Italy; E-Mails: (F.S.B.); (W.K.C.); (F.S.); (M.F.); (R.D.C.); (M.B.)
| | - Massimo Biondi
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome 00185, Italy; E-Mails: (F.S.B.); (W.K.C.); (F.S.); (M.F.); (R.D.C.); (M.B.)
| |
Collapse
|
195
|
Dalton M, Finlayson G, Esdaile E, King N. Appetite, Satiety, and Food Reward in Obese Individuals: A Behavioral Phenotype Approach. Curr Nutr Rep 2013. [DOI: 10.1007/s13668-013-0060-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
196
|
Elman I, Borsook D, Volkow ND. Pain and suicidality: insights from reward and addiction neuroscience. Prog Neurobiol 2013; 109:1-27. [PMID: 23827972 PMCID: PMC4827340 DOI: 10.1016/j.pneurobio.2013.06.003] [Citation(s) in RCA: 161] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Revised: 06/03/2013] [Accepted: 06/18/2013] [Indexed: 01/09/2023]
Abstract
Suicidality is exceedingly prevalent in pain patients. Although the pathophysiology of this link remains unclear, it may be potentially related to the partial congruence of physical and emotional pain systems. The latter system's role in suicide is also conspicuous during setbacks and losses sustained in the context of social attachments. Here we propose a model based on the neural pathways mediating reward and anti-reward (i.e., allostatic adjustment to recurrent activation of the reward circuitry); both are relevant etiologic factors in pain, suicide and social attachments. A comprehensive literature search on neurobiology of pain and suicidality was performed. The collected articles were critically reviewed and relevant data were extracted and summarized within four key areas: (1) physical and emotional pain, (2) emotional pain and social attachments, (3) pain- and suicide-related alterations of the reward and anti-reward circuits as compared to addiction, which is the premier probe for dysfunction of these circuits and (4) mechanistically informed treatments of co-occurring pain and suicidality. Pain-, stress- and analgesic drugs-induced opponent and proponent states of the mesolimbic dopaminergic pathways may render reward and anti-reward systems vulnerable to sensitization, cross-sensitization and aberrant learning of contents and contexts associated with suicidal acts and behaviors. These findings suggest that pain patients exhibit alterations in the brain circuits mediating reward (depressed function) and anti-reward (sensitized function) that may affect their proclivity for suicide and support pain and suicidality classification among other "reward deficiency syndromes" and a new proposal for "enhanced anti-reward syndromes". We suggest that interventions aimed at restoring the balance between the reward and anti-reward networks in patients with chronic pain may help decreasing their suicide risk.
Collapse
Affiliation(s)
- Igor Elman
- Providence VA Medical Center and Cambridge Health Alliance, Harvard Medical School, 26 Central Street, Somerville, MA 02143, USA.
| | | | | |
Collapse
|
197
|
Patel KT, Stevens MC, Meda SA, Muska C, Thomas AD, Potenza MN, Pearlson GD. Robust changes in reward circuitry during reward loss in current and former cocaine users during performance of a monetary incentive delay task. Biol Psychiatry 2013; 74:529-37. [PMID: 23778289 PMCID: PMC3775945 DOI: 10.1016/j.biopsych.2013.04.029] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2012] [Revised: 04/17/2013] [Accepted: 04/20/2013] [Indexed: 11/17/2022]
Abstract
BACKGROUND Abnormal function in reward circuitry in cocaine addiction could predate drug use as a risk factor, follow drug use as a consequence of substance-induced alterations, or both. METHODS We used a functional magnetic resonance imaging monetary incentive delay task (MIDT) to investigate reward-loss neural response differences among 42 current cocaine users, 35 former cocaine users, and 47 healthy subjects who also completed psychological measures and tasks related to impulsivity and reward. RESULTS We found various reward processing-related group differences in several MIDT phases. Across task phases we found a control > current user > former user activation pattern, except for loss outcome, where former compared with current cocaine users activated ventral tegmental area more robustly. We also found regional prefrontal activation differences during loss anticipation between cocaine-using groups. Both groups of cocaine users scored higher than control subjects on impulsivity, compulsivity and reward-punishment sensitivity factors. In addition, impulsivity-related factors correlated positively with activation in amygdala and negatively with anterior cingulate activation during loss anticipation. CONCLUSIONS Compared with healthy subjects, both former and current users displayed abnormal brain activation patterns during MIDT performance. Both cocaine groups differed similarly from healthy subjects, but differences between former and current users were localized to the ventral tegmental area during loss outcome and to prefrontal regions during loss anticipation, suggesting that long-term cocaine abstinence does not normalize most reward circuit abnormalities. Elevated impulsivity-related factors that relate to loss processing in current and former users suggest that these tendencies and relationships may pre-exist cocaine addiction.
Collapse
Affiliation(s)
- Krishna T Patel
- Olin Neuropsychiatry Research Center, Institute of Living at Hartford Hospital, Hartford, Connecticut.
| | | | | | | | | | | | | |
Collapse
|
198
|
Ginty AT. Blunted responses to stress and reward: Reflections on biological disengagement? Int J Psychophysiol 2013; 90:90-4. [DOI: 10.1016/j.ijpsycho.2013.06.008] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Revised: 06/07/2013] [Accepted: 06/10/2013] [Indexed: 01/08/2023]
|
199
|
Hyde LW, Shaw DS, Hariri AR. Understanding Youth Antisocial Behavior Using Neuroscience through a Developmental Psychopathology Lens: Review, Integration, and Directions for Research. DEVELOPMENTAL REVIEW 2013; 33:10.1016/j.dr.2013.06.001. [PMID: 24273368 PMCID: PMC3834895 DOI: 10.1016/j.dr.2013.06.001] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Youth antisocial behavior (AB) is an important public health concern impacting perpetrators, victims, and society. Functional neuroimaging is becoming a more common and useful modality for understanding neural correlates of youth AB. Although there has been a recent increase in neuroimaging studies of youth AB and corresponding theoretical articles on the neurobiology of AB, there has been little work critically examining the strengths and weaknesses of individual studies and using this knowledge to inform the design of future studies. Additionally, research on neuroimaging and youth AB has not been integrated within the broader framework of developmental psychopathology. Thus, this paper provides an in-depth review of the youth AB functional neuroimaging literature with the following goals: 1. to evaluate how this literature has informed our understanding of youth AB, 2. to evaluate current neuroimaging studies of youth AB from a developmental psychopathology perspective with a focus on integrating research from neuroscience and developmental psychopathology, as well as placing this research in the context of other related areas (e.g., psychopathy, molecular genetics), and 3. to examine strengths and weaknesses of neuroimaging and behavioral studies of youth AB to suggest how future studies can develop a more informed and integrated understanding of youth AB.
Collapse
|
200
|
The generation and inhibition of hedonically-driven food intake: Behavioral and neurophysiological determinants in healthy weight individuals. Physiol Behav 2013; 121:25-34. [DOI: 10.1016/j.physbeh.2013.03.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2013] [Revised: 03/13/2013] [Accepted: 03/19/2013] [Indexed: 11/23/2022]
|