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Piccoli LR, Albertella L, Christensen E, Fontenelle LF, Suo C, Richardson K, Yücel M, Lee RS. Cognitive inflexibility moderates the relationship between relief-driven drinking motives and alcohol use. Addict Behav Rep 2024; 20:100559. [PMID: 39045445 PMCID: PMC11263493 DOI: 10.1016/j.abrep.2024.100559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 07/25/2024] Open
Abstract
Introduction Drinking motives and neurocognition play significant roles in predicting alcohol use. There is limited research examining how relief-driven drinking motives interact with neurocognition in alcohol use, which would help to elucidate the neurocognitive-motivational profiles most susceptible to harmful drinking. This study investigated the interactions between neurocognition (response inhibition and cognitive flexibility) and relief-driven drinking, in predicting problem drinking. Methods Participants completed the Alcohol Use Disorders Identification Test - Consumption items (AUDIT-C) to measure drinking behaviour, and online cognitive tasks, including the Value-Modulated Attentional Capture and Reversal Task (VMAC-R) and the Stop Signal Task (SST). The sample (N = 368) were individuals who drink alcohol, which included a subsample (N = 52) with problematic drinking, as defined by self-identifying as having a primary drinking problem. Drinking motives were assessed using a binary coping question in the overall sample, and the Habit, Reward, and Fear Scale (HRFS) in the subsample. Moderation analyses were conducted to investigate whether cognitive flexibility and response inhibition moderated relationships between relief-driven motives and drinking. Results Cognitive flexibility moderated the relationship between relief-driven motives and drinking (overall sample: β = 13.69, p = 0.017; subsample: β = 1.45, p = 0.013). Greater relief-driven motives were associated with heavier drinking for individuals with low cognitive flexibility. There was no significant interaction between response inhibition and relief-driven motives. Conclusions Relief-driven drinking motives interact with cognitive inflexibility to drive heavier drinking. Greater understanding of these neurocognitive-motivational mechanisms may help to develop more targeted and effective interventions for reducing harmful drinking.
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Affiliation(s)
- Lara R. Piccoli
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Lucy Albertella
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Erynn Christensen
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Leonardo F. Fontenelle
- Institute of Psychiatry of the Federal University of Rio de Janeiro, Brazil
- D’Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
| | - Chao Suo
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Karyn Richardson
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Murat Yücel
- Department of Psychiatry, School of Clinical Sciences, Monash University, Australia
- QIMR Berghofer Medical Research Institute, Australia
| | - Rico S.C. Lee
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- The Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia
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Christensen E, Albertella L, Chamberlain SR, Suo C, Brydevall M, Grant JE, Yücel M, Lee RSC. A comprehensive evaluation of the neurocognitive predictors of problematic alcohol use, eating, pornography, and internet use: A 6-month longitudinal study. J Behav Addict 2024; 13:823-840. [PMID: 39141435 PMCID: PMC11457023 DOI: 10.1556/2006.2024.00041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 06/05/2024] [Accepted: 06/29/2024] [Indexed: 08/16/2024] Open
Abstract
Background and aims Cognitive control and reward-related abnormalities are centrally implicated in addiction. However, findings from longitudinal studies addressing neurocognitive predictors of addictive behaviors are mixed. Further, little work has been conducted predicting non-substance-related addictive behaviors. Our study aimed to assess predictors of substance and non-substance addictive behaviors in a community sample, systematically evaluating each neurocognitive function's independent influence on addictive behavior. Methods Australians (N = 294; 51.7% female; M[SD] age = 24.8[4.7] years) completed online neurocognitive tasks and surveys at baseline and 3-month follow-up. Self-report scales assessed problematic alcohol use, addictive eating (AE), problematic pornography use (PPU), and problematic internet use (PUI) at 3- and 6-month follow-ups. Linear regressions with bootstrapping assessed neurocognitive predictors for each addictive behavior across a 6-month period. Results Neurocognition at baseline did not predict AE or PUI severity at 6-month follow-up. Less delay discounting at baseline predicted higher PPU at 6-month follow-up (β = -0.16, p = 0.005). Poorer performance monitoring at baseline predicted higher AE at 3-month follow-up (β = -0.16, p = 0.004), and more reward-related attentional capture at 3-months predicted higher AE at 6-month follow-up (β = 0.14, p = 0.033). Less reward-related attentional capture (β = -0.14, p = 0.003) and less risk-taking under ambiguity (β = -0.11, p = 0.029) at baseline predicted higher PUI at 3-month follow-up. All findings were of small effect size. None of the neurocognitive variables predicted problematic alcohol use. Discussion and conclusions We were unable to identify a core set of specific neurocognitive functions that reliably predict multiple addictive behavior types. However, our findings indicate both cognitive control and reward-related functions predict non-substance addictive behaviors in different ways. Findings suggest that there may be partially distinct neurocognitive mechanisms contributing to addiction depending on the specific addictive behavior.
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Affiliation(s)
- Erynn Christensen
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Lucy Albertella
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Samuel R. Chamberlain
- Department of Psychiatry, University of Southampton, Southampton, United Kingdom
- Southern Health NHS Foundation Trust, Southampton, UK
| | - Chao Suo
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Maja Brydevall
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Jon E. Grant
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago, Pritzker School of Medicine, Chicago, IL, USA
| | - Murat Yücel
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Rico Sze Chun Lee
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, VIC, Australia
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Aksu S, Soyata AZ, Şeker S, Akkaya G, Yılmaz Y, Kafalı T, Evren C, Umut G. Transcranial direct current stimulation combined with cognitive training improves decision making and executive functions in opioid use disorder: a triple-blind sham-controlled pilot study. J Addict Dis 2024; 42:154-165. [PMID: 36861945 DOI: 10.1080/10550887.2023.2168991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
Opioid use disorder (OUD) is a chronic disorder with a considerable amount of morbidity and mortality. Despite remarkable improvement achieved by maintenance programs, an array of treatment goals were still unmet. Mounting evidence suggests that transcranial Direct Current Stimulation (tDCS) improves decision making and cognitive functions in addictive disorders. tDCS paired with a decision making task was depicted to diminish impulsivity as well. The present study aimed to assess the effect of tDCS combined with cognitive training (CT) in OUD for the first time. In this triple-blind randomized sham-controlled pilot study, 38 individuals with OUD from the Buprenorphine-Naloxone Maintenance Therapy program were administered 20-minutes of 2 mA active/sham tDCS over the dorsolateral prefrontal cortex with concomitant cognitive training. A selected test battery evaluating decision making under risk and ambiguity as well as executive functions, verbal fluency and working memory was utilized before and after the intervention. Greater improvements were observed in decision making under ambiguity (p = 0.016), set shifting ability and alternating fluency while no improvements were observed in decision making under risk in the active group, compared to sham. Deficits of decision making and executive functions have a pivotal role in the perpetuation and the relapse of the OUD. Alleviation of these impairments brought tDCS/CT forth as an expedient neuroscientifically-grounded treatment option that merits further exploration in OUD, Trial registration: NCT05568251.
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Affiliation(s)
- Serkan Aksu
- Department of Physiology, Faculty of Medicine, Muğla Sıtkı Koçman University, Muğla, Turkey
- Department of Physiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Ahmet Zihni Soyata
- Psychiatry Outpatient Clinic, Başakşehir State Hospital, İstanbul, Turkey
| | - Sercan Şeker
- Department of Physiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Gözde Akkaya
- Department of Child Development, Istanbul Topkapı University, Istanbul, Turkey
| | - Yasemin Yılmaz
- Department of Psychology, İstanbul University, Istanbul, Turkey
| | - Tuğba Kafalı
- Department of Psychology, Akdeniz University, Antalya, Turkey
| | - Cüneyt Evren
- Department of Psychology, Istanbul Gelisim University, Istanbul, Turkey
| | - Gökhan Umut
- Research, Treatment and Training Center for Alcohol and Substance Dependence (AMATEM), Bakirkoy Training and Research Hospital for Psychiatry Neurology and Neurosurgery, Turkey, Istanbul
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Yuan W, Chen M, Wang DW, Li QH, Yin YY, Li B, Wang HR, Hu J, Gong YD, Yuan TF, Yu TG. Computational markers of risky decision-making predict for relapse to alcohol. Eur Arch Psychiatry Clin Neurosci 2024; 274:353-362. [PMID: 37148307 DOI: 10.1007/s00406-023-01602-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 03/29/2023] [Indexed: 05/08/2023]
Abstract
BACKGROUND Relapse remains the major challenge in treatment of alcohol use disorder (AUD). Aberrant decision-making has been found as important cognitive mechanism underlying relapse, but factors associated with relapse vulnerability are unclear. Here, we aim to identify potential computational markers of relapse vulnerability by investigating risky decision-making in individuals with AUD. METHODS Forty-six healthy controls and fifty-two individuals with AUD were recruited for this study. The risk-taking propensity of these subjects was investigated using the balloon analog risk task (BART). After completion of clinical treatment, all individuals with AUD were followed up and divided into a non-relapse AUD group and a relapse AUD group according to their drinking status. RESULTS The risk-taking propensity differed significantly among healthy controls, the non-relapse AUD group, and the relapse AUD group, and was negatively associated with the duration of abstinence in individuals with AUD. Logistic regression models showed that risk-taking propensity, as measured by the computational model, was a valid predictor of alcohol relapse, and higher risk-taking propensity was associated with greater risk of relapse to drink. CONCLUSION Our study presents new insights into risk-taking measurement and identifies computational markers that provide prospective information for relapse to drink in individuals with AUD.
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Affiliation(s)
- Wei Yuan
- Department of Addiction Medicine, Shandong Mental Health Center, Jinan, 250014, China
| | - Meng Chen
- Brain and Cognitive Neuroscience Research Center, Liaoning Normal University, Dalian, 116029, China
| | - Duan-Wei Wang
- Department of Addiction Medicine, Shandong Mental Health Center, Jinan, 250014, China
| | - Qian-Hui Li
- Division of Gastroenterology, Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, 518107, China
| | - Yuan-Yuan Yin
- School of Mental Health, Wenzhou Medical University, Wenzhou, 325035, China
| | - Bin Li
- Department of Addiction Medicine, Shandong Mental Health Center, Jinan, 250014, China
| | - Hai-Rong Wang
- Department of Addiction Medicine, Shandong Mental Health Center, Jinan, 250014, China
| | - Ji Hu
- School of Life Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Yuan-Dong Gong
- Department of Addiction Medicine, Shandong Mental Health Center, Jinan, 250014, China.
| | - Ti-Fei Yuan
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Co-Innovation Center of Neuroregeneration, Nantong University, Nantong, Jiangsu, China.
| | - Tian-Gui Yu
- Department of Addiction Medicine, Shandong Mental Health Center, Jinan, 250014, China.
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5
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Christensen E, Brydevall M, Albertella L, Samarawickrama SK, Yücel M, Lee RSC. Neurocognitive predictors of addiction-related outcomes: A systematic review of longitudinal studies. Neurosci Biobehav Rev 2023; 152:105295. [PMID: 37391111 DOI: 10.1016/j.neubiorev.2023.105295] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 06/09/2023] [Accepted: 06/23/2023] [Indexed: 07/02/2023]
Abstract
It is well-established that addiction is typically associated with a distinct pattern of neurocognitive functioning with a consensus that it is typified by impaired top-down executive control and aberrant risk-reward processing. Despite a consensus that neurocognition plays an important role in characterizing and maintaining addictive disorders, there is a lack of systematic, bottom-up synthesis of quantitative evidence showing that neurocognition predicts addictive behaviors, and which neurocognitive constructs have the best predictive validity. This systematic review aimed to assess whether cognitive control and risk-reward processes as defined by the Research Domain Criteria (RDoC) predict the development and maintenance of addictive behaviors specifically, consumption, severity, and relapse. The findings from this review expose the substantial lack of evidence for neurocognition predicting addiction outcomes. However, there is evidence that suggests reward-related neurocognitive processes may be important for the detection of early risk for addiction, as well as a potentially viable target for designing novel, more effective interventions.
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Affiliation(s)
- Erynn Christensen
- BrainPark, Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Clayton, VIC, Australia.
| | - Maja Brydevall
- BrainPark, Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Lucy Albertella
- BrainPark, Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Sashka K Samarawickrama
- BrainPark, Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Clayton, VIC, Australia; Child Development and Digital Technologies Lab, Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Murat Yücel
- BrainPark, Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Rico S C Lee
- BrainPark, Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Clayton, VIC, Australia; Melbourne School of Psychological Sciences, University of Melbourne, Parkville, VIC, Australia
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6
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Sauton P, Jeanblanc J, Benzerouk F, Gierski F, Naassila M. Sex-specific decision-making impairments and striatal dopaminergic changes after binge drinking history in rats. Front Pharmacol 2023; 14:1076465. [PMID: 36726581 PMCID: PMC9885167 DOI: 10.3389/fphar.2023.1076465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 01/06/2023] [Indexed: 01/18/2023] Open
Abstract
Binge drinking (BD) is a harmful behavior for health and is a predictive factor for the development of alcohol addiction. Weak decision-making (DM) capacities could play a role in the vulnerability to BD which in turn would lead to DM impairments, thus perpetuating BD. Longitudinal preclinical studies are however lacking and necessary to understand this complex relationship. Both DM and BD are influenced by sex and involve dopamine release in the core of the nucleus accumbens, a central mechanism regulated by dopamine D2/3 autoreceptors. In this context, we used an operant self-administration procedure of BD in male and female rats, and longitudinally assessed DM capacity, memory and anxiety-like behavior. To better understand the mechanisms potentially involved in the relationship between DM and BD, ex vivo dopamine transmission was assessed short term after the end of the binge exposure in the core of the nucleus accumbens (NAc) using the fast-scan cyclic voltammetry (FSCV) technique and the D2/3 agonist quinpirole. We found important basal sex differences in DM, with female rats showing better performances at baseline. Choice processes were impaired exclusively in males after BD history, associated with a decrease in impulse control in both sexes, while memory and anxiety-like behavior were not affected. Our neurobiological results demonstrate that BD did not affect basal dopamine signaling in the NAc core, regardless of the sex, but reveal changes in the sensitivity to the inhibitory effects of quinpirole in females. DM impairments were neither associated with changes in basal dopamine signaling nor pre-synaptic D2 activity. Overall, our findings show that BD affects both DM processes and dopamine transmission in the core of the NAc in a sex-related manner, further suggesting that these effects may play a role in the vicious cycle leading to BD perpetuation and the early onset of AUD. Our results may inform novel strategies for therapeutic and prevention interventions.
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Affiliation(s)
- Pierre Sauton
- INSERM UMR 1247—Research Group on Alcohol & Pharmacodependences (GRAP), Université de Picardie Jules Verne, Centre Universitaire de Recherche en Santé, Amiens, France
| | - Jerome Jeanblanc
- INSERM UMR 1247—Research Group on Alcohol & Pharmacodependences (GRAP), Université de Picardie Jules Verne, Centre Universitaire de Recherche en Santé, Amiens, France
| | - Farid Benzerouk
- INSERM UMR 1247—Research Group on Alcohol & Pharmacodependences (GRAP), Université de Picardie Jules Verne, Centre Universitaire de Recherche en Santé, Amiens, France,Université de Reims Champagne-Ardenne, Laboratoire Cognition, Santé, Société (C2S, EA6291), Reims, France
| | - Fabien Gierski
- INSERM UMR 1247—Research Group on Alcohol & Pharmacodependences (GRAP), Université de Picardie Jules Verne, Centre Universitaire de Recherche en Santé, Amiens, France,Université de Reims Champagne-Ardenne, Laboratoire Cognition, Santé, Société (C2S, EA6291), Reims, France
| | - Mickael Naassila
- INSERM UMR 1247—Research Group on Alcohol & Pharmacodependences (GRAP), Université de Picardie Jules Verne, Centre Universitaire de Recherche en Santé, Amiens, France,*Correspondence: Mickael Naassila,
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Angioletti L, Balconi M. Binge Drinking and Problem Gambling Association in Adolescents and Young Adults. Front Hum Neurosci 2022; 16:845505. [PMID: 35634206 PMCID: PMC9137036 DOI: 10.3389/fnhum.2022.845505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 04/28/2022] [Indexed: 11/29/2022] Open
Affiliation(s)
- Laura Angioletti
- International Research Center for Cognitive Applied Neuroscience (IrcCAN), Università Cattolica del Sacro Cuore, Milan, Italy
- Research Unit in Affective and Social Neuroscience, Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
- *Correspondence: Laura Angioletti
| | - Michela Balconi
- International Research Center for Cognitive Applied Neuroscience (IrcCAN), Università Cattolica del Sacro Cuore, Milan, Italy
- Research Unit in Affective and Social Neuroscience, Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
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8
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Dinesh A, Rai S, Praharaj SK. Decision-making and impulsivity in patients with alcohol dependence syndrome with comorbid attention deficit hyperactivity disorder. CLIN PSYCHOL-UK 2022. [DOI: 10.1080/13284207.2021.1985377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Archana Dinesh
- Department of Clinical Psychology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, India
| | - Shweta Rai
- Department of Clinical Psychology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, India
| | - Samir Kumar Praharaj
- Department of Psychiatry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
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9
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Sasaki J, Matsubara T, Chen C, Fujii Y, Fujita Y, Nakamuta M, Nitta K, Egashira K, Hashimoto T, Nakagawa S. Prefrontal activity during the emotional go/no-go task and computational markers of risk-based decision-making predict future relapse in alcohol use disorder. Front Psychiatry 2022; 13:1048152. [PMID: 36683993 PMCID: PMC9845941 DOI: 10.3389/fpsyt.2022.1048152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 11/28/2022] [Indexed: 01/05/2023] Open
Abstract
AIM To longitudinally examine if the results of cognitive tasks or brain function during emotional or cognitive tasks can predict relapse in alcohol use disorder. METHODS We selected 41 patients with alcohol use disorder during hospitalization. Functional near-infrared spectroscopy (fNIRS) measured the relative change in oxygenated hemoglobin in the frontotemporal areas during an emotional go/no-go task and verbal fluency task (VFT). They performed the N-back and risk-based decision-making tasks for determining working memory or risk-based decision-making. The presence of relapse 6 months following discharge was the primary outcome. RESULTS Twenty-four patients (21 men, three women) remained abstinent, whereas 17 (14 men, three women) relapsed. Compared with the abstinent group, those with relapse displayed significantly decreased activation in the right frontotemporal region during the emotional go/no-go task, significantly shorter reaction time to non-emotional stimuli, and greater risk preference in the risk-based decision-making task. In the abstinent group, we observed a negative correlation between oxygenated hemoglobin and the craving scale. A logistic regression analysis demonstrated that the risk of relapse increased with smaller oxygenated hemoglobin in the right frontotemporal region (odds ratio = 0.161, p = 0.013) and with greater gambling thoughts (odds ratio = 7.04, p = 0.033). CONCLUSION Decreased activation in the right frontotemporal region in response to an emotional stimulus and risk preference could predict relapse in alcohol use disorder.
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Affiliation(s)
- Jun Sasaki
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan.,Koryo Hospital, Ube, Japan
| | - Toshio Matsubara
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan
| | - Chong Chen
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan
| | - Yuko Fujii
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan
| | | | | | | | | | | | - Shin Nakagawa
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan
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10
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McClain LM, Hultgren BA, Geisner IM, Mallett KA, Turrisi R, Larimer ME. Emotion-based decision-making as a predictor of alcohol-related consequences in college students. Addict Behav 2022; 124:107083. [PMID: 34464916 PMCID: PMC8565452 DOI: 10.1016/j.addbeh.2021.107083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 06/19/2021] [Accepted: 08/08/2021] [Indexed: 01/03/2023]
Abstract
Student drinking during the college years can result in many adverse outcomes. Emotion-based decision-making (EBDM), or the use of emotional information to influence future plans and behavior, may lead to increased harmful consequences of alcohol. The current study examined both the number of types and total frequency of alcohol consequences as a function of EBDM. Undergraduate students from three large universities (n = 814) were assessed on EBDM and typical weekly drinking during their 2nd year of college, and alcohol-related consequences during their 2nd, 3rd, and 4th years. Alcohol-related consequences were operationalized both as unique types of consequences and total consequences experienced in the previous year. Latent growth modeling used EBDM in year 2 to predict unique and total alcohol consequences in years 2, 3, and 4. Students who endorsed higher levels of EBDM experienced a significantly increased total frequency of consequences over the three years, without differences in trajectory between students high and low on this construct. Participants with higher levels of EBDM experienced a significantly greater number of unique consequences at all time points, but these consequences increased at a significantly lower rate than individuals lower on this construct. Findings of this study indicate Emotion-Based Decision-Making may be a useful predictor of harmful consequences of student drinking over time.
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Affiliation(s)
- Lauren M McClain
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Science, University of Washington, Seattle, WA, United States.
| | - Brittney A Hultgren
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Science, University of Washington, Seattle, WA, United States
| | - Irene M Geisner
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Science, University of Washington, Seattle, WA, United States
| | - Kimberly A Mallett
- Department of Biobehavioral Health, Pennsylvania State University, University Park, PA, United States
| | - Rob Turrisi
- Department of Biobehavioral Health, Pennsylvania State University, University Park, PA, United States
| | - Mary E Larimer
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Science, University of Washington, Seattle, WA, United States
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11
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Howe LK, Copeland S, Fisher L, Farmer E, Nemes L, Finn PR. Mobile assessment of decisions to drink in young adults: Examining the role of incentives and disincentives. Alcohol Clin Exp Res 2022; 46:152-165. [PMID: 34806196 PMCID: PMC8799506 DOI: 10.1111/acer.14746] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 11/15/2021] [Accepted: 11/16/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Research on decision-making (DM) biases in persons with alcohol use disorder have largely relied on behavioral economic DM tasks, which do not assess the dynamic multitude of factors associated with real-world decisions about drinking. The current study extends the literature on DM and alcohol use by using a mobile daily diary approach to investigate whether, and how, real-world incentives and disincentives are associated with actual drinking decisions in college students. METHODS We assessed current drinking and lifetime alcohol problems in 104 young adults (61.5% female, 84.5% White) who, for 14 days, used a mobile daily diary to respond to questions about drinking decisions from the day prior. Mobile prompts assessed daily data on the timing of drinking decisions, alcohol quantity initially decided to drink, quantity actually decided to drink, and the incentives that influenced drinking decisions. RESULTS Users of the app reported high usability, high compliance rates were observed, and incentive responses were reduced to three subtypes: alcohol, social/party, and mood. Daily mobile measures of drinking quantity were strongly correlated with self-reported drinking 2 weeks prior to the daily assessment. Lifetime alcohol problems were positively related to the average quantity decided to drink per event, drinking more than initially decided, and higher levels of self-reported drinking-decision incentives. "Alcohol" and "social/party" incentives were positively related to the quantity the participant decided to drink at drinking events. Mood incentives and disincentives showed little to no significant relationships with drinking decisions. CONCLUSIONS The results suggest that mobile data collection can be useful for assessing aspects of real-world drinking decisions and the influence of multiple drinking decision incentives.
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Affiliation(s)
- Lindy K Howe
- Department of Psychological and Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Savanna Copeland
- Department of Psychological and Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Lindsey Fisher
- Department of Psychological and Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Eli Farmer
- Department of Psychological and Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Luca Nemes
- Department of Psychological and Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Peter R Finn
- Department of Psychological and Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, USA
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12
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De Falco E, White SM, Morningstar MD, Ma B, Nkurunziza LT, Ahmed‐Dilibe A, Wellman CL, Lapish CC. Impaired cognitive flexibility and heightened urgency are associated with increased alcohol consumption in rodent models of excessive drinking. Addict Biol 2021; 26:e13004. [PMID: 33508872 DOI: 10.1111/adb.13004] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 11/10/2020] [Accepted: 12/20/2020] [Indexed: 10/22/2022]
Abstract
Alcohol use disorder (AUD) is characterized by impairments in decision-making that can exist as stable traits or transient states. Cognitive inflexibility reflects an inability to update information that guides decision-making and is thought to contribute to the inability to abstain from drinking. While several studies have reported evidence of impaired cognitive flexibility following chronic alcohol exposure, evidence that a pre-existing impairment in cognitive flexibility is a heritable risk factor for AUD is scarce. Here, we found that cognitive flexibility was impaired in rodents selectively bred for excessive alcohol consumption (alcohol preferring (P) rats), on the attentional set-shifting task (ASST). Further, the degree of impairment is predictive of future ethanol consumption, thus suggesting that cognitive inflexibility is a stable trait capable of predisposing one for drinking. In a second set of experiments, we observed an impairment in the ability of P rats to use a previously learned rule to guide foraging in a simple discrimination task. Convergence across several behavioral measures suggested that this impairment reflected a state of heightened urgency that interfered with decision-making. A similar impairment on a simple discrimination task was observed in Wistar rats with a history of alcohol consumption. These findings indicate how trait and state variables-in this case, impaired cognitive flexibility and heightened urgency, respectively-may influence the risk for excessive drinking. Furthermore, our results suggest that cognitive inflexibility and urgency can exist as both risk factors for and the result of alcohol exposure.
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Affiliation(s)
- Emanuela De Falco
- Department of Psychology Indiana University‐Purdue University Indianapolis Indianapolis IN USA
| | - Shelby M. White
- Department of Psychology Indiana University‐Purdue University Indianapolis Indianapolis IN USA
| | - Mitchell D. Morningstar
- Department of Psychology Indiana University‐Purdue University Indianapolis Indianapolis IN USA
| | - Baofeng Ma
- Department of Psychology Indiana University‐Purdue University Indianapolis Indianapolis IN USA
| | - Lionnel T. Nkurunziza
- Department of Psychology Indiana University‐Purdue University Indianapolis Indianapolis IN USA
| | - Anisah Ahmed‐Dilibe
- Department of Psychology Indiana University‐Purdue University Indianapolis Indianapolis IN USA
| | - Cara L. Wellman
- Department of Psychological & Brain Sciences Indiana University, Bloomington IN USA
| | - Christopher C. Lapish
- Department of Psychology Indiana University‐Purdue University Indianapolis Indianapolis IN USA
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13
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Maurage P, Lannoy S, Mange J, Grynberg D, Beaunieux H, Banovic I, Gierski F, Naassila M. What We Talk About When We Talk About Binge Drinking: Towards an Integrated Conceptualization and Evaluation. Alcohol Alcohol 2021; 55:468-479. [PMID: 32556202 DOI: 10.1093/alcalc/agaa041] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/17/2020] [Accepted: 04/24/2020] [Indexed: 12/11/2022] Open
Abstract
RATIONALE Binge drinking (BD), characterized by recurring alternations between intense intoxication episodes and abstinence periods, is the most frequent alcohol consumption pattern in youth and is growing in prevalence among older adults. Many studies have underlined the specific harmful impact of this habit by showing impaired abilities in a wide range of cognitive functions among binge drinkers, as well as modifications of brain structure and function. AIMS Several controversies and inconsistencies currently hamper the harmonious development of the field and the recognition of BD as a specific alcohol consumption pattern. The main concern is the absence of consensual BD conceptualization, leading to variability in experimental group selection and alcohol consumption evaluation. The present paper aims at overcoming this key issue through a two-step approach. METHODS AND CONCLUSIONS First, a literature review allows proposing an integrated BD conceptualization, distinguishing it from other subclinical alcohol consumption patterns. Six specific characteristics of BD are identified, namely, (1) the presence of physiological symptoms related to BD episodes, (2) the presence of psychological symptoms related to BD episodes, (3) the ratio of BD episodes compared to all alcohol drinking occasions, (4) the frequency of BD episodes, (5) the consumption speed and (6) the alternation between BD episodes and soberness periods. Second, capitalizing on this conceptual clarification, we propose an evaluation protocol jointly measuring these six BD characteristics. Finally, several research perspectives are presented to refine the proposed conceptualization.
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Affiliation(s)
- Pierre Maurage
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve 1348, Belgium
| | - Séverine Lannoy
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford 94305, CA, USA
| | - Jessica Mange
- Laboratoire de Psychologie Caen Normandie (LPCN; EA 7452), University of Caen Normandy, Caen 14032, France
| | - Delphine Grynberg
- SCALab UMR 9193, Sciences Cognitives et Sciences Affectives, University of Lille, CNRS, CHU Lille, Lille 59000, France.,Institut Universitaire de France, Paris 75231, France
| | - Hélène Beaunieux
- Laboratoire de Psychologie Caen Normandie (LPCN; EA 7452), University of Caen Normandy, Caen 14032, France
| | - Ingrid Banovic
- CRFDP EA 7475, University of Rouen Normandie, Rouen 76000, France
| | - Fabien Gierski
- Cognition, Health, Society Laboratory (C2S-EA 6291), University of Reims Champagne Ardenne (URCA), Reims 51571, France.,INSERM UMR 1247, Research Group on Alcohol and Pharmacodependences, GRAP, University of Picardie Jules Verne, Amiens 80025, France
| | - Mickaël Naassila
- INSERM UMR 1247, Research Group on Alcohol and Pharmacodependences, GRAP, University of Picardie Jules Verne, Amiens 80025, France
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14
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Pickens CL, Cook A, Gaeddert B. Dose-dependent effects of alcohol injections on omission-contingency learning have an inverted-U pattern. Behav Brain Res 2020; 392:112736. [PMID: 32497681 DOI: 10.1016/j.bbr.2020.112736] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 05/19/2020] [Accepted: 05/26/2020] [Indexed: 12/31/2022]
Abstract
Previous examinations of the long-term effects of alcohol exposure on omission-contingency learning have produced mixed results across different age or sex groups, with evidence for faster learning or no effect. However, none of these experiments made comparisons using the same exposure-dose across the age/sex groups. Here, we exposed rats to 6 weeks of alcohol injections (3 days/week, 1.75 or 3.5 g/kg/24-h, i.p. broken up into 2 injections/day) in adolescent/early adult males or females (PND27-66) or adult males (PND62-101). We then tested the rats in autoshaping and omission-contingency tasks. In contrast to our hypotheses, the low 1.75-g/kg/24-h dose led to slower omission learning and the higher 3.5-g/kg/24-h dose had no effect. There were no age- or sex-differences in omission learning. Additionally, during autoshaping training, rats exposed in adolescence/early adulthood had a faster shift to sign-tracking in their sign-tracking/goal-tracking ratios than rats exposed in adulthood, with no consistent effect of alcohol exposure or sex-differences. Our results suggest complex effects of alcohol on the neural substrates of omission-contingency learning at different doses, which will require future investigation.
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Affiliation(s)
- Charles L Pickens
- Department of Psychological Sciences, Kansas State University, Manhattan, KS, 66506, USA.
| | - Anna Cook
- Department of Psychological Sciences, Kansas State University, Manhattan, KS, 66506, USA
| | - Brooke Gaeddert
- Department of Psychological Sciences, Kansas State University, Manhattan, KS, 66506, USA
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15
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Emery RL, Levine MD, Creswell KG, Wright AGC, Marsland AL, Matthews KA, Flory JD, Manuck SB. Impulsivity and midlife cardiometabolic risk: The role of maladaptive health behaviors. Health Psychol 2020; 39:642-654. [PMID: 32378961 PMCID: PMC8363173 DOI: 10.1037/hea0000884] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE The present study evaluated distinct facets of impulsivity related to cardiometabolic risk (CMR) to identify specific behavioral mechanisms driving these relationships. METHOD Community adults (N = 1,295) between 30 and 54 years old (53% female, 84% White) completed a battery of impulsivity measures, reported their engagement in health behaviors over the past week (i.e., cigarette smoking, alcohol use, physical activity, and dietary intake), and were assessed for CMR factors (i.e., blood pressure, insulin resistance, adiposity, and blood lipids). Structural equation modeling was used to estimate previously established hierarchical models of distinct facets of impulsivity and CMR. Indirect effects through the observed health behaviors were examined for each association between the latent impulsivity factors identified and the latent CMR factor. RESULTS Neuroticism/negative emotionality was the only latent impulsivity factor directly related to heightened CMR (β = 0.09, 95% confidence interval [CI] [0.01, 0.16], p = .020). Extraversion/positive emotionality indirectly related to lower CMR through greater physical activity (β = -0.04, 95% CI [-0.06, -0.02], p < .001), and measures of inhibition (β = 0.02, 95% CI [0.001, 0.04], p = .045) and delay discounting (β = 0.08, 95% CI [0.001, 0.15], p = .049) indirectly related to CMR through saturated fat intake. CONCLUSIONS These findings indicate that distinct facets of impulsivity differentially relate to CMR through varied behavioral pathways and identify physical activity and saturated fat intake as being particularly important health behaviors to target when tailoring treatment approaches to the unique behavioral characteristics of individuals high on certain facets of impulsivity. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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16
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Detecting Binge Drinking and Alcohol-Related Risky Behaviours from Twitter's Users: An Exploratory Content- and Topology-Based Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17051510. [PMID: 32111047 PMCID: PMC7084454 DOI: 10.3390/ijerph17051510] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 02/11/2020] [Accepted: 02/19/2020] [Indexed: 01/26/2023]
Abstract
Binge Drinking (BD) is a common risky behaviour that people hardly report to healthcare professionals, although it is not uncommon to find, instead, personal communications related to alcohol-related behaviors on social media. By following a data-driven approach focusing on User-Generated Content, we aimed to detect potential binge drinkers through the investigation of their language and shared topics. First, we gathered Twitter threads quoting BD and alcohol-related behaviours, by considering unequivocal keywords, identified by experts, from previous evidence on BD. Subsequently, a random sample of the gathered tweets was manually labelled, and two supervised learning classifiers were trained on both linguistic and metadata features, to classify tweets of genuine unique users with respect to media, bot, and commercial accounts. Based on this classification, we observed that approximately 55% of the 1 million alcohol-related collected tweets was automatically identified as belonging to non-genuine users. A third classifier was then trained on a subset of manually labelled tweets among those previously identified as belonging to genuine accounts, to automatically identify potential binge drinkers based only on linguistic features. On average, users classified as binge drinkers were quite similar to the standard genuine Twitter users in our sample. Nonetheless, the analysis of social media contents of genuine users reporting risky behaviours remains a promising source for informed preventive programs.
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17
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Somkuwar SS, Mandyam CD. Individual Differences in Ethanol Drinking and Seeking Behaviors in Rats Exposed to Chronic Intermittent Ethanol Vapor Exposure is Associated with Altered CaMKII Autophosphorylation in the Nucleus Accumbens Shell. Brain Sci 2019; 9:brainsci9120367. [PMID: 31835746 PMCID: PMC6955871 DOI: 10.3390/brainsci9120367] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 12/05/2019] [Accepted: 12/06/2019] [Indexed: 11/16/2022] Open
Abstract
Chronic intermittent ethanol vapor exposure (CIE) in rodents produces reliable and high blood ethanol concentration and behavioral symptoms associated with moderate to severe alcohol use disorder (AUD)—for example, escalation of operant ethanol self-administration, a feature suggestive of transition from recreational to addictive use, is a widely replicated behavior in rats that experience CIE. Herein, we present evidence from a subset of rats that do not demonstrate escalation of ethanol self-administration following seven weeks of CIE. These low responders (LR) maintain low ethanol self-administration during CIE, demonstrate lower relapse to drinking during abstinence and reduced reinstatement of ethanol seeking triggered by ethanol cues when compared with high responders (HR). We examined the blood ethanol levels in LR and HR rats during CIE and show higher levels in LR compared with HR. We also examined peak corticosterone levels during CIE and show that LR rats have higher levels compared with HR rats. Lastly, we evaluated the levels of Ca2+/calmodulin-dependent protein kinase II (CaMKII) in the nucleus accumbens shell and reveal that the activity of CaMKII, which is autophosphorylated at site Tyr-286, is significantly reduced in HR rats compared with LR rats. These findings demonstrate that dysregulation of the hypothalamic–pituitary–adrenal axis activity and plasticity-related proteins regulating molecular memory in the nucleus accumbens shell are associated with higher ethanol-drinking and -seeking in HR rats. Future mechanistic studies should evaluate CaMKII autophosphorylation-dependent remodeling of glutamatergic synapses in the ventral striatum as a plausible mechanism for the CIE-induced enhanced ethanol drinking and seeking behaviors.
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Affiliation(s)
| | - Chitra D Mandyam
- VA San Diego Healthcare System, San Diego, CA 92161, USA
- Department of Anesthesiology, University of California San Diego, San Diego, CA 92161, USA
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18
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Schluter RS, van Holst RJ, Goudriaan AE. Effects of Ten Sessions of High Frequency Repetitive Transcranial Magnetic Stimulation (HF-rTMS) Add-on Treatment on Impulsivity in Alcohol Use Disorder. Front Neurosci 2019; 13:1257. [PMID: 31866805 PMCID: PMC6904338 DOI: 10.3389/fnins.2019.01257] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 11/06/2019] [Indexed: 01/11/2023] Open
Abstract
Introduction Alcohol use disorder (AUD) is characterized by increased impulsivity, which is multifactorial and can be assessed by tests like the delay discounting, Go-Nogo, and stop signal task (SST). Impulsivity has been related to poor treatment outcomes in substance use disorders, including AUD. In order to decrease impulsivity or improve inhibitory control, high frequency transcranial magnetic stimulation (HF-rTMS) has gained interest. Studies applying HF-rTMS over the DLPFC of individuals suffering from AUD assessing its effects on impulsivity measures are scarce, and results are inconclusive. Methods The current study (registered in Netherlands Trial Register with trial number 5291: https://www.trialregister.nl/trial/5151) applied 10 sessions of HF-rTMS [sixty 10 Hz trains of 5 s at 110% motor threshold (MT)] over the right DLPFC of 80 alcohol dependent patients in clinical treatment on 10 consecutive workdays. At baseline, halfway and after the HF-rTMS treatment, the delay discounting, Go-NoGo, and SST were assessed. Results Ten sessions of HF-rTMS over the right DLPFC versus sham HF-rTMS did not affect performance on the delay discounting, Go-NoGo, and SSTs. A significant effect of age was found for the Go-NoGo task, with higher age associated with better performance. Furthermore, no significant correlations were found between difference scores of task performance and baseline impulsivity or severity of AUD. Discussion Results of this study, in combination with other studies using HF-rTMS studies in alcohol and substance use disorder, indicate mixed and inconclusive findings of HF-rTMS on impulsivity. Future studies within patient groups hospitalized at the same department are recommended to consider using a sham coil that mimics the sensations on the scalp of active HF-rTMS and to measure motivation across test sessions.
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Affiliation(s)
- Renée S Schluter
- Department of Psychiatry, Amsterdam Institute for Addiction Research, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Ruth J van Holst
- Department of Psychiatry, Amsterdam Institute for Addiction Research, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Anna E Goudriaan
- Department of Psychiatry, Amsterdam Institute for Addiction Research, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.,Department of Research and Quality of Care, Arkin, Amsterdam, Netherlands.,Jellinek, Amsterdam, Netherlands
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19
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Sampedro-Piquero P, Ladrón de Guevara-Miranda D, Pavón FJ, Serrano A, Suárez J, Rodríguez de Fonseca F, Santín LJ, Castilla-Ortega E. Neuroplastic and cognitive impairment in substance use disorders: a therapeutic potential of cognitive stimulation. Neurosci Biobehav Rev 2019; 106:23-48. [DOI: 10.1016/j.neubiorev.2018.11.015] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 10/15/2018] [Accepted: 11/23/2018] [Indexed: 01/08/2023]
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20
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Electrophysiological correlates of emotional crossmodal processing in binge drinking. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 18:1076-1088. [PMID: 30094563 DOI: 10.3758/s13415-018-0623-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Emotional crossmodal integration (i.e., multisensorial decoding of emotions) is a crucial process that ensures adaptive social behaviors and responses to the environment. Recent evidence suggests that in binge drinking-an excessive alcohol consumption pattern associated with psychological and cerebral deficits-crossmodal integration is preserved at the behavioral level. Although some studies have suggested brain modifications during affective processing in binge drinking, nothing is known about the cerebral correlates of crossmodal integration. In the current study, we asked 53 university students (17 binge drinkers, 17 moderate drinkers, 19 nondrinkers) to perform an emotional crossmodal task while their behavioral and neurophysiological responses were recorded. Participants had to identify happiness and anger in three conditions (unimodal, crossmodal congruent, crossmodal incongruent) and two modalities (face and/or voice). Binge drinkers did not significantly differ from moderate drinkers and nondrinkers at the behavioral level. However, widespread cerebral modifications were found at perceptual (N100) and mainly at decisional (P3b) stages in binge drinkers, indexed by slower brain processing and stronger activity. These cerebral modifications were mostly related to anger processing and crossmodal integration. This study highlights higher electrophysiological activity in the absence of behavioral deficits, which could index a potential compensation process in binge drinkers. In line with results found in severe alcohol-use disorders, these electrophysiological findings show modified anger processing, which might have a deleterious impact on social functioning. Moreover, this study suggests impaired crossmodal integration at early stages of alcohol-related disorders.
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21
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Miller AP, Gizer IR, Fleming Iii WA, Otto JM, Deak JD, Martins JS, Bartholow BD. Polygenic liability for schizophrenia predicts shifting-specific executive function deficits and tobacco use in a moderate drinking community sample. Psychiatry Res 2019; 279:47-54. [PMID: 31299563 PMCID: PMC6713597 DOI: 10.1016/j.psychres.2019.06.025] [Citation(s) in RCA: 2] [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: 07/27/2018] [Revised: 06/15/2019] [Accepted: 06/17/2019] [Indexed: 01/09/2023]
Abstract
Individuals with schizophrenia have higher lifetime rates of substance use disorders than the general population, and research suggests high comorbidity rates may be partially explained by shared genetic influences related to common underlying etiology. Moreover, deficits in executive functions are thought to be central to the diagnosis of schizophrenia and are likewise associated with alcohol and tobacco use. The current study examined the associations between schizophrenia polygenic risk scores and tobacco and alcohol use and the mediation of these associations by executive function sub-domains. Results from the Psychiatric Genomics Consortium's meta-analysis of genome-wide association studies of schizophrenia were used to calculate polygenic risk scores in a sample of moderate drinkers. Schizophrenia risk scores were significantly associated with shifting-specific executive function deficits and tobacco use phenotypes. However, risk scores were not significantly associated with alcohol use and executive functions were not significantly associated with either tobacco or alcohol use. These findings extend previous research by suggesting that genetic risk for schizophrenia may be associated with specific sub-domains of executive function as well as smoking. The lack of a relation with alcohol use suggests genetic factors related to schizophrenia and executive functioning may not influence drinking in a non-disordered, social-drinking sample.
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Affiliation(s)
- Alex P Miller
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA.
| | - Ian R Gizer
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA.
| | - William A Fleming Iii
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA; Department of Applied Behavioral Science, University of Kansas, Lawrence, KS 66045, USA.
| | - Jacqueline M Otto
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA.
| | - Joseph D Deak
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA.
| | - Jorge S Martins
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA.
| | - Bruce D Bartholow
- Department of Psychological Sciences, University of Missouri, Columbia, MO 65211, USA.
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22
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Gaming Disorder Is a Disorder due to Addictive Behaviors: Evidence from Behavioral and Neuroscientific Studies Addressing Cue Reactivity and Craving, Executive Functions, and Decision-Making. CURRENT ADDICTION REPORTS 2019. [DOI: 10.1007/s40429-019-00258-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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23
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Pickens CL, Kallenberger P, Pajser A, Fisher H. Voluntary alcohol access during adolescence/early adulthood, but not during adulthood, causes faster omission contingency learning. Behav Brain Res 2019; 370:111918. [PMID: 31095991 DOI: 10.1016/j.bbr.2019.111918] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 03/28/2019] [Accepted: 04/17/2019] [Indexed: 12/31/2022]
Abstract
In omission contingency training, rodents learn to suppress their natural tendency to approach or touch a reward-predictive cue (termed "autoshaping" or "sign-tracking" responses) if the approach/touching responses lead to the omission of the reward. Previous research has shown that high levels of alcohol exposure (through alcohol vapor exposure) or adolescent alcohol consumption (with some versions of the omission contingency task) can lead to faster omission contingency learning. However, the alcohol exposure procedures and/or omission contingency task parameters differed between these different demonstrations. It was unclear whether the same voluntary alcohol consumption procedures during adolescence/early adulthood and/or adulthood would lead to faster omission contingency learning in one or both age groups. Here, rats received 6 weeks of chronic intermittent access to 20% alcohol or water from PND 26-66 (adolescence/early adulthood in Exp. 1) or PND 68-108 (adulthood in Exp. 2) and began behavioral training (autoshaping training followed by omission contingency training) several days later. We found no evidence that alcohol access at either age altered the number of trials with a sign-tracking response on the levers during autoshaping training. However, alcohol access during adolescence/early adulthood, but not during adulthood, led to faster learning to withhold responding on the lever under omission contingencies during the subsequent phase. We also found no evidence that the level of alcohol consumption was correlated with sign-tracking behavior in the autoshaping phase or with the suppression of lever-pressing during the omission contingency phase. Our results suggest that adolescent/early adult rats have increased vulnerability, compared with adults, to some long-term behavioral effects of voluntary alcohol consumption.
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Affiliation(s)
- Charles L Pickens
- Department of Psychological Sciences, Kansas State University, Manhattan, KS, 66506, USA.
| | - Paige Kallenberger
- Department of Psychological Sciences, Kansas State University, Manhattan, KS, 66506, USA
| | - Alisa Pajser
- Department of Psychological Sciences, Kansas State University, Manhattan, KS, 66506, USA
| | - Hayley Fisher
- Department of Psychological Sciences, Kansas State University, Manhattan, KS, 66506, USA
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24
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Lannoy S, Billieux J, Dormal V, Maurage P. Behavioral and Cerebral Impairments Associated with Binge Drinking in Youth: A Critical Review. Psychol Belg 2019; 59:116-155. [PMID: 31328014 PMCID: PMC6625552 DOI: 10.5334/pb.476] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 02/19/2019] [Indexed: 12/16/2022] Open
Abstract
Binge drinking is a widespread alcohol consumption pattern in youth that is linked to important behavioral and cerebral impairments, in both the short and the long term. From a critical review of the current literature on this topic, we conclude that binge drinkers display executive impairments, cerebral modifications, and problems with emotion-related processes. Five key empirical and theoretical topics are discussed to pave the way for future research in the field: (1) the specificity of the brain modifications observed in binge drinkers that may index a compensatory mechanism or result from multiple withdrawals; (2) the nature of the relationship between binge drinking and impairments, suggesting reciprocal influences between excessive alcohol consumption and executive deficits; (3) the possible recovery of brain and cognitive functioning after the cessation of binge drinking; (4) the validity of the continuum hypothesis, suggesting links between binge drinking and severe alcohol use disorders; and (5) the existing strategies to reduce binge drinking habits or rehabilitate the associated cognitive deficits. Future perspectives are described in relation to the questions raised to identify the crucial variables to be addressed in research and clinical practice.
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Affiliation(s)
- Séverine Lannoy
- Cognition Health Society Laboratory (C2S – EA 6291), Université de Reims Champagne-Ardenne, Reims, FR
- Laboratory for Experimental Psychopathology (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, BE
| | - Joël Billieux
- Addictive and Compulsive Behaviours Lab (ACB-Lab), Institute for Health and Behaviour, University of Luxembourg, Esch-sur-Alzette, LU
| | - Valérie Dormal
- Laboratory for Experimental Psychopathology (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, BE
| | - Pierre Maurage
- Laboratory for Experimental Psychopathology (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, BE
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25
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Shnitko TA, Gonzales SW, Grant KA. Low cognitive flexibility as a risk for heavy alcohol drinking in non-human primates. Alcohol 2019; 74:95-104. [PMID: 30097387 PMCID: PMC6202248 DOI: 10.1016/j.alcohol.2018.04.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 04/16/2018] [Accepted: 04/16/2018] [Indexed: 12/31/2022]
Abstract
Chronic alcohol abuse is frequently considered a habitual or inflexible behavior; however, measures of pre-existing cognitive flexibility prior to initiation of alcohol use are usually not available. This study used rhesus monkeys and an attentional set-shifting task to investigate whether pre-existing cognitive flexibility would predict increased risk for heavy alcohol drinking. As previously reported, monkeys were given 30 daily set-shifting sessions prior to alcohol access. These sessions consisted of the same sequence of eight unique visual discriminations (sets) of two objects that varied on two dimensions (shapes and colors). The ratio of errors per trials, session duration, and maximum set reached were primary dependent variables from each session and were used to compose a session performance index (PI) that ranged from a low performance PI of 31 to an optimal performance PI of 247. Here, animals underwent an alcohol induction period followed by 22 weeks of daily (22-h) self-administration sessions with free access to water and alcohol. Based on average daily alcohol intake during 22 weeks of 22-h/day access, the monkeys were categorized as non-heavy (mean = 2.0 ± 0.3 g/kg/day; n = 3) and heavy (mean = 3.3 ± 0.5 g/kg/day; n = 6) drinkers. The two groups diverged in performance on the set-shifting task across the 30 pre-alcohol sessions, and at the end of the pre-alcohol testing, the group average PI was 216 ± 27 and 137 ± 71 for the future non-heavy and heavy drinkers, respectively. The data show that low cognitive flexibility assessed with a set-shifting procedure was predictive of future classification as a heavy alcohol drinker. The data highlight individual differences in both cognitive flexibility and in alcohol self-administration in this population of rhesus monkeys.
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Affiliation(s)
- Tatiana A Shnitko
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, 505 NW 185th Avenue, Beaverton, OR 97006-3448, United States
| | - Steven W Gonzales
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, 505 NW 185th Avenue, Beaverton, OR 97006-3448, United States
| | - Kathleen A Grant
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, 505 NW 185th Avenue, Beaverton, OR 97006-3448, United States; Department of Behavioral Neuroscience, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L-470, Portland, OR 97239-3098, United States.
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Gilbertson RJ, Leff DJ, Young NA. Stress System Response and Decision Making in Heavy Episodic Users of Alcohol and Online Video Games. Subst Use Misuse 2019; 54:1875-1885. [PMID: 31140346 DOI: 10.1080/10826084.2019.1618333] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Objective: Few empirical studies have addressed stress system response and subsequent decision making in problematic online video game players who also consume alcohol. Method: Participants were randomly assigned to either receive a psychosocial stressor, including evaluated public speaking and mental arithmetic, or control condition. Salivary cortisol, cardiovascular and subjective responses were collected. Following, decision making was assessed using the Iowa Gambling Task. Results: In this sample of moderate internet gamers (N = 71; 45 male, 16.9% meeting suggested DSM-5 criteria for internet gaming disorder), 53.52% met gender-specific cut-points for heavy episodic drinking. Overall, participants in the TSST condition demonstrated elevated systolic and diastolic blood pressure, self-reported anxiety, and negative affect (ps < .05). However, response to the TSST was varied, particularly in individuals reporting binge internet gaming (6 h or more consecutive use in the last 30 d) who did not display the expected decline in positive affect in response to the TSST (p = .02). Differences in greater advantageous decision making between heavy episodic internet gaming participants in the stress condition, versus those reading a travel magazine, were also noted. These differences were not significant in participants reporting an absence of heavy episodic gaming behavior. Conclusions: These findings support the continued study of individuals who engage in problematic internet gaming behavior, particularly those who engage in heavy episodic use of alcohol.
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Affiliation(s)
| | - Dustyn J Leff
- a Department of Psychology , University of Minnesota-Duluth , Duluth , MN , USA
| | - Nathan A Young
- b Department of Psychology , DePaul University , Chicago , IL , USA
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Pandey S, Badve PS, Curtis GR, Leibowitz SF, Barson JR. Neurotensin in the posterior thalamic paraventricular nucleus: inhibitor of pharmacologically relevant ethanol drinking. Addict Biol 2019; 24:3-16. [PMID: 28877396 DOI: 10.1111/adb.12546] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 06/23/2017] [Accepted: 07/18/2017] [Indexed: 12/20/2022]
Abstract
Individuals prone to ethanol overconsumption may have preexisting neurochemical disturbances that contribute to their vulnerability. This study examined the paraventricular nucleus of the thalamus (PVT), a limbic structure recently shown to participate in ethanol intake. To identify individuals prone to ethanol overconsumption, we tested Long-Evans rats in behavioral paradigms and found high levels of vertical time (rearing behavior) in a novel activity chamber to be a consistent predictor of subsequent excessive 20 percent ethanol drinking under the intermittent access model. Examining neurochemicals in the PVT, we found before ethanol exposure that prone rats with high rearing, compared with non-prone rats, had significantly lower levels of neurotensin (NTS) mRNA and peptide in the posterior (pPVT) but not anterior (aPVT) subregion of the PVT. Our additional finding that ethanol intake has no significant impact on either rearing or NTS levels indicates that these measures, which are different in prone rats before ethanol consumption, remain stable after ethanol consumption. The possibility that NTS directly controls ethanol drinking is supported by our finding that NTS administration specifically suppresses ethanol drinking when injected into the pPVT but not aPVT, with this effect occurring exclusively in higher drinkers that presumably have lower endogenous levels of NTS. Further, an NTS antagonist in the pPVT augments intake in lower drinkers with presumably more endogenous NTS, while NTS in the pPVT inhibits novelty-induced rearing that predicts excessive drinking. Together, these results provide strong evidence that low endogenous levels of NTS in the pPVT contribute to an increased propensity toward excessive ethanol drinking.
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Affiliation(s)
- Surya Pandey
- Department of Neurobiology and Anatomy; Drexel University College of Medicine; Philadelphia PA USA
| | - Preeti S. Badve
- Department of Neurobiology and Anatomy; Drexel University College of Medicine; Philadelphia PA USA
| | - Genevieve R. Curtis
- Department of Neurobiology and Anatomy; Drexel University College of Medicine; Philadelphia PA USA
| | - Sarah F. Leibowitz
- Laboratory of Behavioral Neurobiology; The Rockefeller University; New York NY USA
| | - Jessica R. Barson
- Department of Neurobiology and Anatomy; Drexel University College of Medicine; Philadelphia PA USA
- Laboratory of Behavioral Neurobiology; The Rockefeller University; New York NY USA
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Martínez-Loredo V, Fernández-Hermida JR, La Torre-Luque AD, Fernández-Artamendi S. Polydrug use trajectories and differences in impulsivity among adolescents. Int J Clin Health Psychol 2018; 18:235-244. [PMID: 30487929 PMCID: PMC6225037 DOI: 10.1016/j.ijchp.2018.07.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 07/13/2018] [Indexed: 10/28/2022] Open
Abstract
Background/Objective: Although alcohol, tobacco and cannabis are the most widely consumed drugs, sparse data exist regarding polydrug use in adolescents and its relationship with impulsivity. This study aims to identify trajectories of polydrug use and analyze differences in impulsivity between them. Method: A total of 1,565 adolescents (54.4% males; mean age = 13.02, SD = 0.57) were annually assessed over three years using the Barratt Impulsiveness Scale, the Zuckerman Impulsive Sensation Seeking Scale, a Stroop Test and a Delay Discounting Task. Frequency of alcohol, tobacco, and cannabis use, intoxication episodes and problem drinking were also assessed. Polydrug trajectories were identified using latent class mixed modelling. To examine differences in self-reported and behavioral impulsivity two mixed multivariate analyses of covariance were used. Results: Three trajectories of substance use were found. The 'Experimental use' and the 'Early use' trajectories presented the lowest and highest impulsivity, respectively. Substance use increases in the 'Telescoped used' trajectory were associated with parallel increases in impulsivity. Conclusions: individuals with divergent patterns of substance use during adolescence differ in their impulsiveness, primarily in general impulsivity and sensation seeking. Present findings suggest the relevance of these facets as possible targets for interventions preventing the onset and escalation of substance use.
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Affiliation(s)
- Víctor Martínez-Loredo
- Clinical Unit of Addictive Behaviors, Department of Psychology, Universidad de Oviedo, Spain
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Maurage P, Lannoy S, Dormal V, Blanco M, Trabut JB. Clinical Usefulness of the Iowa Gambling Task in Severe Alcohol Use Disorders: Link with Relapse and Cognitive-Physiological Deficits. Alcohol Clin Exp Res 2018; 42:2266-2273. [PMID: 30120833 DOI: 10.1111/acer.13873] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 08/10/2018] [Indexed: 11/29/2022]
Abstract
BACKGROUND Decision-making impairments have been repeatedly evaluated in severe alcohol use disorders (SAUD) using the Iowa Gambling Task (IGT). The IGT, capitalizing on strong theoretical background and ecological significance, allowed identifying large-scale deficits in this population and is now a standard decision-making assessment in therapeutic settings. However, the clinical usefulness of the IGT, particularly regarding its ability to predict relapse and its link with key cognitive-physiological deficits, remains to be clarified. METHODS Thirty-eight recently detoxified patients with SAUD and 38 matched healthy controls performed the IGT, a neuropsychological task using monetary rewards to assess decision making under uncertainty and under risk. Disease characteristics (e.g., duration and intensity), cognitive abilities, psychopathological comorbidities, and physiological damage were also measured, as well as relapse rates 6 months later. RESULTS Compared to controls, patients with SAUD presented a dissociation between preserved decision making under uncertainty and impaired decision making under risk. In the SAUD group, while relapsers (55% of the sample) presented lower global cognitive functioning and stronger liver damage than nonrelapsers at detoxification time, no difference was found between these subgroups for the IGT. IGT results were not related to alcohol-consumption characteristics or cognitive-physiological deficits. CONCLUSIONS SAUD is not related to a global IGT deficit, as suggested earlier, but rather to a specific impairment for decision making under risk. This deficit is not associated with other disease-related variables and has no relapse prediction power. These results question the clinical usefulness of the IGT as a tool identifying key treatment levers and guiding (neuro)psychological rehabilitation.
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Affiliation(s)
- Pierre Maurage
- Laboratory for Experimental Psychopathology (LEP) , Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Séverine Lannoy
- Laboratory for Experimental Psychopathology (LEP) , Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Valérie Dormal
- Laboratory for Experimental Psychopathology (LEP) , Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Marine Blanco
- Service d'Addictologie , Hôpitaux Universitaires Henri-Mondor, Assistance Publique Hôpitaux de Paris (APHP), Créteil, France
| | - Jean-Baptiste Trabut
- Service d'Addictologie , Hôpitaux Universitaires Henri-Mondor, Assistance Publique Hôpitaux de Paris (APHP), Créteil, France.,INSERM U841 , Créteil, France
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Paz AL, Rosselli M, Conniff J. Identifying Inhibitory Subcomponents Associated with Changes in Binge Drinking Behavior: A 6-Month Longitudinal Design. Alcohol Clin Exp Res 2018; 42:1815-1822. [PMID: 29969149 DOI: 10.1111/acer.13830] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Accepted: 06/29/2018] [Indexed: 01/14/2023]
Abstract
BACKGROUND Links between response inhibition and young adult problematic drinking (e.g., binge drinking) have been established, but only to an extent. Considering the presence of some inconsistent findings associated with these 2 variables, this study proposes the need to investigate the extent in which different inhibitory subcomponents are associated with binge drinking behaviors of the same sample. METHODS Through the use of a 6-month longitudinal design, changes in Alcohol Use Questionnaire (AUQ) binge score of 163 college students (50.3% female) with a mean age of 21.06 years (SD = 1.83) were correlated with performance on 3 different inhibitory control tasks. Each task was selected to assess separate inhibitory subcomponents: Stop Signal Task (e.g., cancellation of a response), Go/No-Go Task (e.g., withholding of a response), and Simon Task (e.g., inhibiting response interference). Response inhibition was also compared between 2 groups, those who had a substantial increase in AUQ binge score during participation (inAUQ) and those who had a substantial decrease in AUQ binge score (deAUQ). RESULTS A significant correlation was found with a change in AUQ binge score and stop signal reaction time among females only, where an increase in binge drinking score positively correlated with a reduced ability to cancel an already-initiated inhibitory response. Differences in inhibitory performance, where inAUQ performed worse than deAUQ, approached significance. CONCLUSIONS The results suggest that the cancellation of a prepotent response, as opposed to the withholding of response or interference inhibition, is a more sensitive inhibitory measure associated with increases in binge drinking behavior among female young adult college students. Further exploration of inhibitory subcomponents relative to substance use is greatly needed (e.g., more extensive longitudinal designs and neuroimaging techniques).
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Affiliation(s)
- Andres L Paz
- Department of Psychology, Charles Schmidt College of Science, Florida Atlantic University, Davie, Florida
| | - Monica Rosselli
- Department of Psychology, Charles Schmidt College of Science, Florida Atlantic University, Davie, Florida
| | - Joshua Conniff
- Department of Psychology, Charles Schmidt College of Science, Florida Atlantic University, Davie, Florida
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Predicting Young Adults Binge Drinking in Nightlife Scenes: An Evaluation of the D-ARIANNA Risk Estimation Model. J Addict Med 2018; 12:401-409. [PMID: 29847462 DOI: 10.1097/adm.0000000000000419] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Binge drinking (BD) among young people has significant public health implications. Thus, there is the need to target users most at risk. We estimated the discriminative accuracy of an innovative model nested in a recently developed e-Health app (Digital-Alcohol RIsk Alertness Notifying Network for Adolescents and young adults [D-ARIANNA]) for BD in young people, examining its performance to predict short-term BD episodes. METHODS We consecutively recruited young adults in pubs, discos, or live music events. Participants self-administered the app D-ARIANNA, which incorporates an evidence-based risk estimation model for the dependent variable BD. They were re-evaluated after 2 weeks using a single-item BD behavior as reference. We estimated D-ARIANNA discriminative ability through measures of sensitivity and specificity, and also likelihood ratios. ROC curve analyses were carried out, exploring variability of discriminative ability across subgroups. RESULTS The analyses included 507 subjects, of whom 18% reported at least 1 BD episode at follow-up. The majority of these had been identified as at high/moderate or high risk (65%) at induction. Higher scores from the D-ARIANNA risk estimation model reflected an increase in the likelihood of BD. Additional risk factors such as high pocket money availability and alcohol expectancies influence the predictive ability of the model. CONCLUSIONS The D-ARIANNA model showed an appreciable, though modest, predictive ability for subsequent BD episodes. Post-hoc model showed slightly better predictive properties. Using up-to-date technology, D-ARIANNA appears an innovative and promising screening tool for BD among young people. Long-term impact remains to be established, and also the role of additional social and environmental factors.
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Rømer Thomsen K, Blom Osterland T, Hesse M, Feldstein Ewing SW. The intersection between response inhibition and substance use among adolescents. Addict Behav 2018; 78:228-230. [PMID: 29223025 PMCID: PMC5783760 DOI: 10.1016/j.addbeh.2017.11.043] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 11/26/2017] [Accepted: 11/28/2017] [Indexed: 01/14/2023]
Abstract
Problems related to the capacity to successfully engage response inhibition are considered a risk factor for the development of substance use disorders (SUDs), but the evidence has been predominantly cross-sectional. In this commentary, we argue that recent longitudinal studies with multi-modal measures of response inhibition can improve understanding of how response inhibition may intersect with substance use among adolescents. Most Stop-Signal studies suggest that slower response inhibition predicts substance use progressions, with one multi-site study showing greater fronto-parietal activity indicative of risk. Most Go-NoGo studies suggest that blunted activation of prefrontal cortical areas during response inhibition predicts substance use progressions, while commission errors are less effective in identifying adolescents at risk. Studies differ in subject populations, outcome measures, statistical methods, and BOLD response contrasts, which challenge the capacity to compare and generalize findings. We encourage research teams throughout the globe to undertake multi-modal, longitudinal studies to assess brain functioning with large sample sizes, and when possible, before significant substance use potentially obscures interpretation of findings. Systematic review and meta-analysis of this growing literature are also important goals for future research.
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Affiliation(s)
- Kristine Rømer Thomsen
- Center for Alcohol and Drug Research, Department of Psychology and Behavioural Sciences, Aarhus University, Bartholins Allé 10, 8000 Aarhus C, Denmark.
| | - Tine Blom Osterland
- Department of Psychology and Behavioural Sciences, Aarhus University, Bartholins Allé 9, 8000 Aarhus C, Denmark
| | - Morten Hesse
- Center for Alcohol and Drug Research, Department of Psychology and Behavioural Sciences, Aarhus University, Bartholins Allé 10, 8000 Aarhus C, Denmark
| | - Sarah W Feldstein Ewing
- Department of Child and Adolescent Psychiatry, Oregon Health and Science University, Mail Code: DC7, 3181 SW Sam Jackson Park Rd, Portland, OR 97239-3098, USA
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Cotrena C, Branco LD, Fonseca RP. Adaptation and validation of the Melbourne Decision Making Questionnaire to Brazilian Portuguese. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2017; 40:29-37. [DOI: 10.1590/2237-6089-2017-0062] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Accepted: 09/14/2017] [Indexed: 11/22/2022]
Abstract
Abstract Introduction: Decision making (DM) is among the most important abilities for everyday functioning. However, the most widely used measures of DM come from behavioral paradigms, whose ecological validity and standalone use has been criticized in the literature. Though these issues could be addressed by the use of DM questionnaires as a complementary assessment method, no such instruments have been validated for use in Brazilian Portuguese. Therefore, the aim of this study was to conduct the translation and validation of the Melbourne Decision Making Questionnaire (MDMQ) for use in a Brazilian population. Methods: The adaptation of the MDMQ involved the following steps: translation, back-translation, expert review and pilot study. These steps were followed by factor analysis and internal consistency measurements, which led to the exclusion of 4 items from the scale. The 18-item version of the MDMQ was then administered to a validation sample consisting of healthy adults, as well as patients with bipolar disorder (BD) and major depressive disorder (MDD). Results: The instrument displayed good internal consistency, with the hypervigilance subscale showing the lowest, though still acceptable, Cronbach's alpha value. Its factor structure was comparable to that of the original MDMQ according to confirmatory factor analysis. Nevertheless, the MDMQ was sensitive to both depression severity and the presence of MDD and BD, both of which are known to have an impact on DM ability. Conclusion: The version of the MDMQ produced in the present study may be an important addition to neuropsychological assessment batteries with a focus on DM and related abilities
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Affiliation(s)
- Charles Cotrena
- Pontifícia Universidade Católica do Rio Grande do Sul, Brazil
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Dom G. Work is Important. Commentary on Finn et al. (2017) Decisions to Attend and Drink at Party Events: The Effects of Incentives and Disincentives and Lifetime Alcohol and Antisocial Problems. Alcohol Clin Exp Res 2017; 42:9-11. [PMID: 29044564 DOI: 10.1111/acer.13530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 10/10/2017] [Indexed: 11/28/2022]
Affiliation(s)
- Geert Dom
- Collaborative Antwerp Psychiatric Research Institute (CAPRI), Antwerp University (UA), Antwerp, Belgium.,Antwerp University Hospital (UZA), Edegem, Belgium
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Jackson C, Rai N, McLean CK, Hipolito MMS, Hamilton FT, Kapetanovic S, Nwulia EA. Overlapping Risky Decision-Making and Olfactory Processing Ability in HIV-Infected Individuals. CLINICAL AND EXPERIMENTAL PSYCHOLOGY 2017; 3:160. [PMID: 29057388 PMCID: PMC5648356 DOI: 10.4172/2471-2701.1000160] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVE Given neuroimaging evidences of overlap in the circuitries for decision-making and olfactory processing, we examined the hypothesis that impairment in psychophysical tasks of olfaction would independently predict poor performances on Iowa Gambling Task (IGT), a laboratory task that closely mimics real-life decision-making, in a US cohort of HIV-infected (HIV+) individuals. METHOD IGT and psychophysical tasks of olfaction were administered to a Washington DC-based cohort of largely African American HIV+ subjects (N=100), and to a small number of demographically-matched non-HIV healthy controls (N=43) from a different study. Constructs of olfactory ability and decision-making were examined through confirmatory factor analysis (CFA). Structural equation models (SEMs) were used to evaluate the validity of the path relationship between these two constructs. RESULT The 100 HIV+ participants (56% female; 96% African Americans; median age = 48 years) had median CD4 count of 576 cells/μl and median HIV RNA viral load <48 copies per milliliter. Majority of HIV+ participants performed randomly throughout the course of IGT tasks, and failed to demonstrate a learning curve. Confirmatory factor analysis provided support for a unidimensional factor underlying poor performances on IGT. Nomological validity for correlations between olfactory ability and IGT performance was confirmed through SEM. Finally, factor scores of olfactory ability and IGT performance strongly predicted 6 months history of drug use, while olfaction additionally predicted hallucinogen use. CONCLUSION This study suggests that combination of simple, office-based tasks of olfaction and decision-making may identify those HIV+ individuals who are more prone to risky decision-making. This finding may have significant clinical, public health value if joint impairments in olfaction and IGT task correlates with more decreased activity in brain regions relevant to decision-making.
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Affiliation(s)
| | - Narayan Rai
- Department of Psychiatry, Howard University, Georgia Ave., NW, Washington, DC, USA
| | - Charlee K McLean
- Department of Psychiatry, Howard University, Georgia Ave., NW, Washington, DC, USA
| | | | | | - Suad Kapetanovic
- Department of Psychiatry, Keck School of Medicine, Los Angeles, CA, USA
| | - Evaristus A Nwulia
- Department of Psychiatry, Howard University, Georgia Ave., NW, Washington, DC, USA
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Cappelli C, Ames S, Yusuke S, Mark D, Alan S. Affective decision-making moderates the effects of automatic associations on alcohol use among drug offenders. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2017; 43:534-544. [PMID: 27624979 PMCID: PMC6097230 DOI: 10.1080/00952990.2016.1216557] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Revised: 07/16/2016] [Accepted: 07/16/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND This study used a dual-process model of cognition in order to investigate the possible influence of automatic and deliberative processes on lifetime alcohol use in a sample of drug offenders. OBJECTIVE The objective was to determine if automatic/implicit associations in memory can exert an influence over an individual's alcohol use and if decision-making ability could potentially modify the influence of these associations. METHODS 168 participants completed a battery of cognitive tests measuring implicit alcohol associations in memory (verb generation) as well as their affective decision-making ability (Iowa Gambling Task). Structural equation modeling procedures were used to test the relationship between implicit associations, decision-making, and lifetime alcohol use. RESULTS Results revealed that among participants with lower levels of decision-making, implicit alcohol associations more strongly predicted higher lifetime alcohol use. CONCLUSION These findings provide further support for the interaction between a specific decision function and its influence over automatic processes in regulating alcohol use behavior in a risky population. Understanding the interaction between automatic associations and decision processes may aid in developing more effective intervention components.
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Affiliation(s)
- Christopher Cappelli
- Claremont Graduate University, School of Community and Global Health, 675 West Foothill Blvd., Claremont, CA 91711 United States,
| | - Susan Ames
- Claremont Graduate University, School of Community and Global Health, 675 West Foothill Blvd, Claremont, CA 91711 United States,
| | - Shono Yusuke
- Claremont Graduate University, School of Community and Global Health, 675 West Foothill Blvd., Claremont, CA 91711 United States,
| | - Dust Mark
- Claremont Graduate University, School of Community and Global Health, 675 West Foothill Blvd, Claremont, CA 91711 United States,
| | - Stacy Alan
- Claremont Graduate University, School of Community and Global Health, 675 West Foothill Blvd, Claremont, CA 91711 United States,
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Carbia C, Cadaveira F, Caamaño-Isorna F, Rodríguez Holguín S, Corral M. Binge Drinking Trajectory and Decision-Making during Late Adolescence: Gender and Developmental Differences. Front Psychol 2017; 8:783. [PMID: 28555122 PMCID: PMC5430068 DOI: 10.3389/fpsyg.2017.00783] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Accepted: 04/27/2017] [Indexed: 12/21/2022] Open
Abstract
Objective: Impaired affective decision-making has been consistently related to alcohol dependence. However, less is known about decision-making and binge drinking (BD) in adolescents. The main goal of this longitudinal study was to determine the association between BD and decision-making from late adolescence to early adulthood. A second aim is to assess developmental changes and performance differences in males and females. Method: An initial sample of 155 1st-year university students, (76 non-BDs, 40 females; and 79 BDs, 39 females), was followed prospectively over a 4-year period. The students were classified as stable non-BDs, stable BDs and ex-BDs according to their scores in item 3 of the AUDIT and the speed of alcohol consumption. Decision-making was assessed by the Iowa Gambling Task (IGT) three times during the study. Dependent variables were net gain and net loss. Results were analyzed using generalized linear mixed models. Results: A stable BD pattern was not associated with either disadvantageous decision-making or sensitivity to loss frequency. Performance improved significantly in both genders over the study period, especially in the last blocks of the task. Females showed a higher sensitivity to loss frequency than males. No gender-related differences were observed in gains. Conclusion: Performance in affective decision-making continues to improve in late adolescence, suggesting neuromaturational development in both genders. Females are more sensitive to loss frequency. Stable BD during late adolescence and emerging adulthood is not associated with deficits in decision-making. Poor performance of the IGT may be related to more severe forms of excessive alcohol consumption.
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Affiliation(s)
- Carina Carbia
- Department of Clinical Psychology and Psychobiology, Universidade de Santiago de CompostelaSantiago de Compostela, Spain
| | - Fernando Cadaveira
- Department of Clinical Psychology and Psychobiology, Universidade de Santiago de CompostelaSantiago de Compostela, Spain
| | - Francisco Caamaño-Isorna
- Consortium for Biomedical Research in Epidemiology and Public Health, Department of Preventive Medicine, University of Santiago de CompostelaSantiago de Compostela, Spain
| | - Socorro Rodríguez Holguín
- Department of Clinical Psychology and Psychobiology, Universidade de Santiago de CompostelaSantiago de Compostela, Spain
| | - Montserrat Corral
- Department of Clinical Psychology and Psychobiology, Universidade de Santiago de CompostelaSantiago de Compostela, Spain
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Differential impairments across attentional networks in binge drinking. Psychopharmacology (Berl) 2017; 234:1059-1068. [PMID: 28144707 DOI: 10.1007/s00213-017-4538-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Accepted: 01/16/2017] [Indexed: 10/20/2022]
Abstract
RATIONALE The cognitive deficits observed in young binge drinkers have been largely documented during the last decade. Yet, these earlier studies have mainly focused on high-level cognitive abilities (particularly memory and executive functions), and uncertainty thus still abounds regarding the integrity of less complex cognitive processes in binge drinking. This is particularly true for attentional abilities, which play a crucial role in behavior regulation and are impaired in other alcohol-related disorders. OBJECTIVES AND METHODS To specify the attentional deficits associated with binge drinking, two groups of university students (40 binge drinkers and 40 matched controls) performed the Attention Network Task, a theoretically grounded test assessing three independent attentional networks: alerting, orienting, and executive control. RESULTS Binge drinkers displayed preserved orienting performance but impaired alerting and executive control. Binge drinking is thus not related to a general attentional impairment but rather to specific impairments of the alerting and executive control networks. CONCLUSIONS These results underline that, beyond the already explored high-level deficits, binge drinking is also related to impairments for attentional abilities. In view of the role played by attentional impairments in alcohol dependence, the present data also suggest that rehabilitation programs should be developed to improve attentional abilities at the early stages of alcohol-related disorders.
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Bø R, Billieux J, Gjerde LC, Eilertsen EM, Landrø NI. Do Executive Functions Predict Binge-Drinking Patterns? Evidence from a Longitudinal Study in Young Adulthood. Front Psychol 2017; 8:489. [PMID: 28408897 PMCID: PMC5374159 DOI: 10.3389/fpsyg.2017.00489] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2017] [Accepted: 03/15/2017] [Indexed: 12/04/2022] Open
Abstract
Background: Impairments in executive functions (EFs) are related to binge drinking in young adulthood, but research on how EFs influence future binge drinking is lacking. The aim of the current report is therefore to investigate the association between various EFs and later severity of, and change in, binge drinking over a prolonged period during young adulthood. Methods: At baseline, 121 students reported on their alcohol habits (Alcohol use disorder identification test; Alcohol use questionnaire). Concurrently, EFs [working memory, reversal, set-shifting, response inhibition, response monitoring and decision-making (with ambiguity and implicit risk)] were assessed. Eighteen months later, information on alcohol habits for 103 of the participants were gathered. Data were analyzed by means of multilevel regression modeling. Results: Future severity of binge drinking was uniquely predicted by performance on the Information sampling task, assessing risky decision-making (β = -1.86, 95% CI: -3.69, -0.04). None of the study variables predicted severity or change in binge drinking. Conclusion: Future severity of binge drinking was associated with making risky decisions in the prospect for gain, suggesting reward hypersensitivity. Future studies should aim at clarifying whether there is a causal association between decision-making style and binge drinking. Performance on all executive tasks was unrelated to change in binge drinking patterns; however, the finding was limited by overall small changes, and needs to be confirmed with longer follow-up periods.
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Affiliation(s)
- Ragnhild Bø
- Clinical Neuroscience Research Group, Department of Psychology, University of OsloOslo, Norway
| | - Joël Billieux
- Integrative Research Unit on Social and Individual Development, Institute for Health and Behavior, University of LuxembourgLuxembourg, Luxembourg.,Laboratory for Experimental Psychopathology, Psychological Sciences Research Institute, Université catholique de LouvainLouvain-La-Neuve, Belgium
| | - Line C Gjerde
- Department of Psychology, University of OsloOslo, Norway.,Department of Mental Disorders, Norwegian Institute of Public HealthOslo, Norway
| | - Espen M Eilertsen
- Department of Mental Disorders, Norwegian Institute of Public HealthOslo, Norway
| | - Nils I Landrø
- Clinical Neuroscience Research Group, Department of Psychology, University of OsloOslo, Norway
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Spoelder M, Flores Dourojeanni JP, de Git KCG, Baars AM, Lesscher HMB, Vanderschuren LJMJ. Individual differences in voluntary alcohol intake in rats: relationship with impulsivity, decision making and Pavlovian conditioned approach. Psychopharmacology (Berl) 2017; 234:2177-2196. [PMID: 28417164 PMCID: PMC5486936 DOI: 10.1007/s00213-017-4617-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 03/30/2017] [Indexed: 12/23/2022]
Abstract
RATIONALE Alcohol use disorder (AUD) has been associated with suboptimal decision making, exaggerated impulsivity, and aberrant responses to reward-paired cues, but the relationship between AUD and these behaviors is incompletely understood. OBJECTIVES This study aims to assess decision making, impulsivity, and Pavlovian-conditioned approach in rats that voluntarily consume low (LD) or high (HD) amounts of alcohol. METHODS LD and HD were tested in the rat gambling task (rGT) or the delayed reward task (DRT). Next, the effect of alcohol (0-1.0 g/kg) was tested in these tasks. Pavlovian-conditioned approach (PCA) was assessed both prior to and after intermittent alcohol access (IAA). Principal component analyses were performed to identify relationships between the most important behavioral parameters. RESULTS HD showed more optimal decision making in the rGT. In the DRT, HD transiently showed reduced impulsive choice. In both LD and HD, alcohol treatment increased optimal decision making in the rGT and increased impulsive choice in the DRT. PCA prior to and after IAA was comparable for LD and HD. When PCA was tested after IAA only, HD showed a more sign-tracking behavior. The principal component analyses indicated dimensional relationships between alcohol intake, impulsivity, and sign-tracking behavior in the PCA task after IAA. CONCLUSIONS HD showed a more efficient performance in the rGT and DRT. Moreover, alcohol consumption enhanced approach behavior to reward-predictive cues, but sign-tracking did not predict the level of alcohol consumption. Taken together, these findings suggest that high levels of voluntary alcohol intake are associated with enhanced cue- and reward-driven behavior.
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Affiliation(s)
- Marcia Spoelder
- 0000000120346234grid.5477.1Division of Behavioural Neuroscience, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584CM Utrecht, The Netherlands ,0000 0004 0444 9382grid.10417.33Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Jacques P. Flores Dourojeanni
- 0000000120346234grid.5477.1Division of Behavioural Neuroscience, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584CM Utrecht, The Netherlands ,0000000090126352grid.7692.aDepartment of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Kathy C. G. de Git
- 0000000120346234grid.5477.1Division of Behavioural Neuroscience, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584CM Utrecht, The Netherlands ,0000000090126352grid.7692.aDepartment of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Annemarie M. Baars
- 0000000120346234grid.5477.1Division of Behavioural Neuroscience, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584CM Utrecht, The Netherlands
| | - Heidi M. B. Lesscher
- 0000000120346234grid.5477.1Division of Behavioural Neuroscience, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584CM Utrecht, The Netherlands
| | - Louk J. M. J. Vanderschuren
- 0000000120346234grid.5477.1Division of Behavioural Neuroscience, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584CM Utrecht, The Netherlands
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Correas A, Cuesta P, López-Caneda E, Rodríguez Holguín S, García-Moreno LM, Pineda-Pardo JA, Cadaveira F, Maestú F. Functional and structural brain connectivity of young binge drinkers: a follow-up study. Sci Rep 2016; 6:31293. [PMID: 27506835 PMCID: PMC4978962 DOI: 10.1038/srep31293] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Accepted: 07/15/2016] [Indexed: 12/25/2022] Open
Abstract
Adolescence is a period of ongoing brain maturation characterized by hierarchical changes in the functional and structural networks. For this reason, the young brain is particularly vulnerable to the toxic effects of alcohol. Nowadays, binge drinking is a pattern of alcohol consumption increasingly prevalent among adolescents. The aim of the present study is to evaluate the evolution of the functional and anatomical connectivity of the Default Mode Network (DMN) in young binge drinkers along two years. Magnetoencephalography signal during eyes closed resting state as well as Diffusion Tensor Imaging (DTI) were acquired twice within a 2-year interval from 39 undergraduate students (22 controls, 17 binge drinkers) with neither personal nor family history of alcoholism. The group comparison showed that, after maintaining a binge drinking pattern along at least two years, binge drinkers displayed an increased brain connectivity of the DMN in comparison with the control group. On the other hand, the structural connectivity did not show significant differences neither between groups nor over the time. These findings point out that a continued pattern of binge drinking leads to functional alterations in the normal brain maturation process, even before anatomical changes can be detected.
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Affiliation(s)
- A Correas
- Laboratory of Cognitive and Computational Neuroscience, Centre of Biomedical Technology (CTB), 28223, Madrid, Spain
| | - P Cuesta
- Laboratory of Cognitive and Computational Neuroscience, Centre of Biomedical Technology (CTB), 28223, Madrid, Spain
| | - E López-Caneda
- Neuropsychophysiology Lab, Research Center on Psychology (CIPsi), School of Psychology, 4710, University of Minho, Braga, Portugal
| | - S Rodríguez Holguín
- Department of Clinical Psychology and Psychobiology, University of Santiago de Compostela, 15782, Santiago de Compostela, Spain
| | - L M García-Moreno
- Department of Psychobiology, Complutense University Madrid, 28040, Madrid, Spain
| | - J A Pineda-Pardo
- Laboratory of Cognitive and Computational Neuroscience, Centre of Biomedical Technology (CTB), 28223, Madrid, Spain
| | - F Cadaveira
- Department of Clinical Psychology and Psychobiology, University of Santiago de Compostela, 15782, Santiago de Compostela, Spain
| | - F Maestú
- Laboratory of Cognitive and Computational Neuroscience, Centre of Biomedical Technology (CTB), 28223, Madrid, Spain
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Personality profile of binge drinking in university students is modulated by sex. A study using the Alternative Five Factor Model. Drug Alcohol Depend 2016; 165:120-5. [PMID: 27262897 DOI: 10.1016/j.drugalcdep.2016.05.015] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 05/24/2016] [Accepted: 05/24/2016] [Indexed: 12/29/2022]
Abstract
BACKGROUND The prevalence of binge drinking (BD), found especially among young people, is increasing worldwide and has become an important social and health concern. We studied, for the first time, the personality profile, using the Alternative Five Factor Model, among university students with BD and healthy controls, taking into account the possible influence of sex. METHODS 70 participants with BD (30 men) and 70 healthy controls (30 men) were included, selected to control for characteristics that are known to be related to BD (physical and mental disorders, consumption of other drugs, circadian rhythms), completed the Zuckerman-Kuhlman Personality Questionnaire (ZKPQ). RESULTS The scores on Neuroticism-Anxiety and Impulsive Sensation-Seeking were higher in the BD group compared to the controls (p<0.001 in both cases). The higher scores in the BD group in Neuroticism-Anxiety are due to higher scores in the women's group (p=0.014), while those in Impulsive Sensation-Seeking are due to higher scores in the men's group (p=0.009), both in the Impulsivity and in the Sensation-Seeking subscales (p<0.045). CONCLUSIONS Sex could be a factor that modulates the endophenotype of drug dependence (impulsive and anxious personality) and the prevention and/or treatment programs for BD should include not only the management of the personality risk factors but also different tailored approaches according to sex.
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Impact of a Mobile E-Health Intervention on Binge Drinking in Young People: The Digital-Alcohol Risk Alertness Notifying Network for Adolescents and Young Adults Project. J Adolesc Health 2016; 58:520-6. [PMID: 27107907 DOI: 10.1016/j.jadohealth.2016.01.008] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 12/22/2015] [Accepted: 01/04/2016] [Indexed: 01/09/2023]
Abstract
PURPOSE Binge drinking (BD) is common among young people. E-Health apps are attractive to them and may be useful for enhancing awareness. We aimed to investigate the impact of a publicly available evidence-based e-Health app (Digital-Alcohol Risk Alertness Notifying Network for Adolescents and Young Adults [D-ARIANNA]), estimating current risk of BD by questions, matching identified risk factors, and providing in percent an overall risk score, accompanied by appropriate images showing mostly contributing factors in summary graphics. METHODS A natural, quasi-experimental, pre-/post-test study was conducted. Subjects were recruited in pubs, clubs, discos, or live music events. They were requested to self-administer D-ARIANNA and were re-evaluated after two further weeks. RESULTS Young (18-24 years) people (N = 590) reported reduced BD at follow-up (18% vs. 37% at baseline). To exclude systematic errors involving those lost at follow-up (14%), the diminution in BD was confirmed in an appropriate generalized estimating equation model with unweighted data on a last observation carried forward basis. CONCLUSIONS Our study provides evidence of population-level benefit at 2 weeks, attained with D-ARIANNA. This can be disseminated easily and economically among young people. However, additional components, including regular feedback and repeated administration by gamification, may be required to make this app suitable for longer term impact.
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Paz AL, Keim CA, Rosselli M. Inhibitory Performance Predicting Drinking Behaviours Among Young Adults. Alcohol Alcohol 2016; 51:677-683. [DOI: 10.1093/alcalc/agw017] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Accepted: 03/07/2016] [Indexed: 01/29/2023] Open
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Spechler PA, Chaarani B, Hudson KE, Potter A, Foxe JJ, Garavan H. Response inhibition and addiction medicine. PROGRESS IN BRAIN RESEARCH 2016; 223:143-64. [DOI: 10.1016/bs.pbr.2015.07.024] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Abstract
Binge drinking leads to brain damage. However, at present few studies have taken into account the continuity in the binge drinking phenomenon, and treated binge drinking as a clearly separable category from other types of drinking patterns. The aim of the present study was to investigate whether severity of binge drinking can predict specific neurocognitive changes in healthy young adults. A total of 121 students aged 18 to 25 were assessed by means of the three last questions of the Alcohol Use Questionnaire combined into binge score. The binge score was entered as a predictor of cognitive performance of the CANTAB Stop Signal Task including reaction time, inhibition processing time, and response adjustment. Anxiety and depression symptoms were also measured. Binge score significantly predicted less adjustment following failures, and faster reaction times. Binge score did not predict inhibition performance. Symptoms of depression and anxiety were not significantly related to binge score. Binge drinking in healthy young adults predicts impairment in response adjustment and fast reaction time, but is unrelated to inhibition. The study supports the view that binge drinking is a continuous phenomenon, rather than discrete category, and the findings are possibly shedding light on why binge drinkers continue their drinking pattern despite negative consequences. (JINS, 2016, 22, 38-46).
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Dopamine receptor agonists modulate voluntary alcohol intake independently of individual levels of alcohol intake in rats. Psychopharmacology (Berl) 2016; 233:2715-25. [PMID: 27236784 PMCID: PMC4917576 DOI: 10.1007/s00213-016-4330-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 04/27/2016] [Indexed: 02/03/2023]
Abstract
RATIONALE Individual susceptibility to alcohol use disorder has been related to functional changes in dopaminergic neurotransmission. OBJECTIVES The aim of the current work was to assess the effects of selective dopamine D1 and D2 receptor agonists and antagonists on alcohol consumption in rats that differ in individual levels of alcohol intake. METHODS The effects of the dopamine D1 receptor agonist SKF 82958, the dopamine D1 receptor antagonist SCH 23390, the dopamine D2 receptor agonist sumanirole and the dopamine D2 receptor antagonist L741,626 on alcohol consumption and preference were assessed at different time points after treatment in subgroups of low and high alcohol drinking rats (LD and HD) using an intermittent alcohol access paradigm. RESULTS SKF 82958 decreased alcohol intake and alcohol preference throughout the 24-h session. Sumanirole decreased alcohol intake during the first 2 h, but increased alcohol intake during the remainder of the session. The effects of SKF 82958 and sumanirole on alcohol intake and alcohol preference were comparable in LD and HD. By contrast, the dopamine receptor antagonists SCH 23390 and L741,626 did not alter alcohol consumption in either group at any time point. CONCLUSIONS These data indicate that stimulation of dopamine D1 receptors reduces alcohol intake, but that endogenous dopamine does not play a primary role in alcohol consumption. Moreover, the difference in alcohol consumption between LD and HD does not involve altered dopamine signaling.
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McCutcheon VV, Luke DA, Lessov-Schlaggar CN. Reduced Social Network Drinking is Associated with Improved Response Inhibition in Women During Early Recovery from Alcohol Use Disorders: A Pilot Study. Alcohol Clin Exp Res 2015; 40:170-7. [PMID: 26727533 DOI: 10.1111/acer.12925] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 10/05/2015] [Indexed: 11/29/2022]
Abstract
BACKGROUND Social support for recovery from alcohol use disorders (AUDs) is associated with improvements in self-reported impulsive behavior in individuals treated for AUDs. We build on these findings using a behavioral task-based measure of response inhibition, a well-defined component of impulsivity, to examine the association of disinhibition with alcohol-specific social network characteristics during early recovery. METHODS Women (n = 28) were recruited from treatment for AUD within 3 to 4 weeks of their last drink and were assessed at baseline and again 3 months later. Outcome measures were level of disinhibition at baseline and change in disinhibition from baseline to follow-up, measured using a computer-based continuous performance test. The primary independent variables were level of drinking in the social network at baseline and change in network drinking from baseline to follow-up. RESULTS The sample [50% black, age M (SD) = 42.3 (9.5)] reported high rates of physical and sexual abuse before age 13 (43%), psychiatric disorder (71%), drug use disorder (78%), and previous treatment (71%). More drinking in participants' social networks was associated with greater disinhibition at baseline (β = 12.5, 95% CI = 6.3, 18.7). A reduction in network drinking from baseline to follow-up was associated with reduced disinhibition (β = -6.0, 95% CI = -11.3, -0.78) independent of IQ, recent alcohol consumption, and self-reported negative urgency. CONCLUSIONS This study extends previous findings of an association between social networks and self-reported impulsivity to a neurobehavioral phenotype, response inhibition, suggesting that abstinence-supporting social networks may play a role in cognitive change during early recovery from AUDs.
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Affiliation(s)
- Vivia V McCutcheon
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Douglas A Luke
- Brown School of Social Work, Washington University in St. Louis, St. Louis, Missouri
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Rupp CI, Beck JK, Heinz A, Kemmler G, Manz S, Tempel K, Fleischhacker WW. Impulsivity and Alcohol Dependence Treatment Completion: Is There a Neurocognitive Risk Factor at Treatment Entry? Alcohol Clin Exp Res 2015; 40:152-60. [DOI: 10.1111/acer.12924] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2015] [Accepted: 09/30/2015] [Indexed: 02/04/2023]
Affiliation(s)
- Claudia I. Rupp
- Division of Biological Psychiatry; Department of Psychiatry and Psychotherapy; Medical University Innsbruck; Innsbruck Austria
| | - J. Katharina Beck
- Division of Biological Psychiatry; Department of Psychiatry and Psychotherapy; Medical University Innsbruck; Innsbruck Austria
| | - Andreas Heinz
- Department of Psychiatry and Psychotherapy; Charité-Universitätsmedizin Berlin; Berlin Germany
| | - Georg Kemmler
- Division of General and Social Psychiatry; Department of Psychiatry and Psychotherapy; Medical University Innsbruck; Innsbruck Austria
| | - Sarah Manz
- Division of Biological Psychiatry; Department of Psychiatry and Psychotherapy; Medical University Innsbruck; Innsbruck Austria
| | - Katharina Tempel
- Division of Biological Psychiatry; Department of Psychiatry and Psychotherapy; Medical University Innsbruck; Innsbruck Austria
| | - W. Wolfgang Fleischhacker
- Division of Biological Psychiatry; Department of Psychiatry and Psychotherapy; Medical University Innsbruck; Innsbruck Austria
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Spoelder M, Hesseling P, Baars AM, Lozeman-van ‘t Klooster JG, Rotte MD, Vanderschuren LJMJ, Lesscher HMB. Individual Variation in Alcohol Intake Predicts Reinforcement, Motivation, and Compulsive Alcohol Use in Rats. Alcohol Clin Exp Res 2015; 39:2427-37. [DOI: 10.1111/acer.12891] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Accepted: 08/30/2015] [Indexed: 01/24/2023]
Affiliation(s)
- Marcia Spoelder
- Faculty of Veterinary Medicine; Department of Animals in Science and Society; Division of Behavioural Neuroscience; Utrecht University; Utrecht the Netherlands
| | - Peter Hesseling
- Faculty of Veterinary Medicine; Department of Animals in Science and Society; Division of Behavioural Neuroscience; Utrecht University; Utrecht the Netherlands
| | - Annemarie M. Baars
- Faculty of Veterinary Medicine; Department of Animals in Science and Society; Division of Behavioural Neuroscience; Utrecht University; Utrecht the Netherlands
| | - José G. Lozeman-van ‘t Klooster
- Faculty of Veterinary Medicine; Department of Animals in Science and Society; Division of Behavioural Neuroscience; Utrecht University; Utrecht the Netherlands
| | - Marthe D. Rotte
- Faculty of Veterinary Medicine; Department of Animals in Science and Society; Division of Behavioural Neuroscience; Utrecht University; Utrecht the Netherlands
| | - Louk J. M. J. Vanderschuren
- Faculty of Veterinary Medicine; Department of Animals in Science and Society; Division of Behavioural Neuroscience; Utrecht University; Utrecht the Netherlands
- Department of Translational Neuroscience (LJMJV); Brain Center Rudolf Magnus; University Medical Center Utrecht; Utrecht the Netherlands
| | - Heidi M. B. Lesscher
- Faculty of Veterinary Medicine; Department of Animals in Science and Society; Division of Behavioural Neuroscience; Utrecht University; Utrecht the Netherlands
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