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Nippert KE, Rowland CP, Vazey EM, Moorman DE. Alcohol, flexible behavior, and the prefrontal cortex: Functional changes underlying impaired cognitive flexibility. Neuropharmacology 2024; 260:110114. [PMID: 39134298 DOI: 10.1016/j.neuropharm.2024.110114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 08/08/2024] [Accepted: 08/09/2024] [Indexed: 08/22/2024]
Abstract
Cognitive flexibility enables individuals to alter their behavior in response to changing environmental demands, facilitating optimal behavior in a dynamic world. The inability to do this, called behavioral inflexibility, is a pervasive behavioral phenotype in alcohol use disorder (AUD), driven by disruptions in cognitive flexibility. Research has repeatedly shown that behavioral inflexibility not only results from alcohol exposure across species but can itself be predictive of future drinking. Like many high-level executive functions, flexible behavior requires healthy functioning of the prefrontal cortex (PFC). The scope of this review addresses two primary themes: first, we outline tasks that have been used to investigate flexibility in the context of AUD or AUD models. We characterize these based on the task features and underlying cognitive processes that differentiate them from one another. We highlight the neural basis of flexibility measures, focusing on the PFC, and how acute or chronic alcohol in humans and non-human animal models impacts flexibility. Second, we consolidate findings on the molecular, physiological and functional changes in the PFC elicited by alcohol, that may contribute to cognitive flexibility deficits seen in AUD. Collectively, this approach identifies several key avenues for future research that will facilitate effective treatments to promote flexible behavior in the context of AUD, to reduce the risk of alcohol related harm, and to improve outcomes following AUD. This article is part of the Special Issue on "PFC circuit function in psychiatric disease and relevant models".
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Affiliation(s)
- Kathryn E Nippert
- Neuroscience and Behavior Graduate Program, University of Massachusetts Amherst, Amherst, MA, 01003, USA
| | - Courtney P Rowland
- Department of Biology, University of Massachusetts Amherst, Amherst, MA, 01003, USA
| | - Elena M Vazey
- Neuroscience and Behavior Graduate Program, University of Massachusetts Amherst, Amherst, MA, 01003, USA; Department of Biology, University of Massachusetts Amherst, Amherst, MA, 01003, USA.
| | - David E Moorman
- Neuroscience and Behavior Graduate Program, University of Massachusetts Amherst, Amherst, MA, 01003, USA; Department of Psychological and Brain Sciences, University of Massachusetts, Amherst, MA, 01003, USA.
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2
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Chalmers E, Luczak A. A bio-inspired reinforcement learning model that accounts for fast adaptation after punishment. Neurobiol Learn Mem 2024; 215:107974. [PMID: 39209018 DOI: 10.1016/j.nlm.2024.107974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 08/14/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
Humans and animals can quickly learn a new strategy when a previously-rewarding strategy is punished. It is difficult to model this with reinforcement learning methods, because they tend to perseverate on previously-learned strategies - a hallmark of impaired response to punishment. Past work has addressed this by augmenting conventional reinforcement learning equations with ad hoc parameters or parallel learning systems. This produces reinforcement learning models that account for reversal learning, but are more abstract, complex, and somewhat detached from neural substrates. Here we use a different approach: we generalize a recently-discovered neuron-level learning rule, on the assumption that it captures a basic principle of learning that may occur at the whole-brain-level. Surprisingly, this gives a new reinforcement learning rule that accounts for adaptation and lose-shift behavior, and uses only the same parameters as conventional reinforcement learning equations. In the new rule, the normal reward prediction errors that drive reinforcement learning are scaled by the likelihood the agent assigns to the action that triggered a reward or punishment. The new rule demonstrates quick adaptation in card sorting and variable Iowa gambling tasks, and also exhibits a human-like paradox-of-choice effect. It will be useful for experimental researchers modeling learning and behavior.
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Affiliation(s)
- Eric Chalmers
- Department of Mathematics and Computing, Mount Royal University, 4825 Mt Royal Gate SW, Calgary, AB T3E 6K6, Canada.
| | - Artur Luczak
- Canadian Center for Behavioral Neuroscience, University of Lethbridge4401 University Dr W, Lethbridge, AB T1K 3M4, Canada.
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3
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Molins F, Gil-Gómez JA, Serrano MÁ, Mesa-Gresa P. An ecological assessment of decision-making under risk and ambiguity through the virtual serious game Kalliste Decision Task. Sci Rep 2024; 14:13144. [PMID: 38849446 PMCID: PMC11161587 DOI: 10.1038/s41598-024-63752-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 05/31/2024] [Indexed: 06/09/2024] Open
Abstract
Traditional methods for evaluating decision-making provide valuable insights yet may fall short in capturing the complexity of this cognitive capacity, often providing insufficient for the multifaceted nature of decisions. The Kalliste Decision Task (KDT) is introduced as a comprehensive, ecologically valid tool aimed at bridging this gap, offering a holistic perspective on decision-making. In our study, 81 participants completed KDT alongside established tasks and questionnaires, including the Mixed Gamble Task (MGT), Iowa Gambling Task (IGT), and Stimulating & Instrumental Risk Questionnaire (S&IRQ). They also completed the User Satisfaction Evaluation Questionnaire (USEQ). The results showed excellent usability, with high USEQ scores, highlighting the user-friendliness of KDT. Importantly, KDT outcomes showed significant correlations with classical decision-making variables, shedding light on participants' risk attitudes (S&IRQ), rule-based decision-making (MGT), and performance in ambiguous contexts (IGT). Moreover, hierarchical clustering analysis of KDT scores categorized participants into three distinct profiles, revealing significant differences between them on classical measures. The findings highlight KDT as a valuable tool for assessing decision-making, addressing limitations of traditional methods, and offering a comprehensive, ecologically valid approach that aligns with the complexity and heterogeneity of real-world decision-making, advancing research and providing insights for understanding and assessing decision-making across multiple domains.
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Affiliation(s)
- Francisco Molins
- Department of Psychobiology, Universitat de València, Av. Blasco Ibáñez, 13, 46010, Valencia, Spain
| | - José-Antonio Gil-Gómez
- Instituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, Valencia, Spain
| | - Miguel Ángel Serrano
- Department of Psychobiology, Universitat de València, Av. Blasco Ibáñez, 13, 46010, Valencia, Spain.
| | - Patricia Mesa-Gresa
- Department of Psychobiology, Universitat de València, Av. Blasco Ibáñez, 13, 46010, Valencia, Spain
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Guttman Z, Mandelkern M, Ghahremani DG, Kohno M, Dean AC, London ED. Decomposing risky decision-making in methamphetamine use disorder: Behavioral updating and D2 dopamine receptors. Drug Alcohol Depend 2023; 246:109860. [PMID: 37004462 PMCID: PMC10814877 DOI: 10.1016/j.drugalcdep.2023.109860] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 03/17/2023] [Accepted: 03/25/2023] [Indexed: 04/04/2023]
Abstract
BACKGROUND Escalating misuse of amphetamine-type stimulants, mainly methamphetamine, has led to a staggering rise in associated overdose deaths and a pressing need to understand the basis of methamphetamine use disorder (MUD). MUD is characterized by disadvantageous decision-making, and people with MUD perform below controls on the Balloon Analogue Risk Task (BART), a laboratory test of decision-making under uncertainty. The BART presents a series of choices with progressively higher stakes-greater risk of loss and greater potential monetary reward. This research aimed to clarify whether impaired behavioral updating contributes to maladaptive performance on the BART. METHODS Two groups (28 drug-abstinent participants with MUD and 16 healthy control participants) were compared on BART performance. Using a computational model, we deconstructed behavior into risk-taking and behavioral updating. A subset of participants (22 MUD, 15 healthy control) underwent [18F]fallypride positron emission tomography scans to measure dopamine D2-type receptor availability (BPND) in the striatum (caudate and accumbens nuclei and putamen) and the globus pallidus. RESULTS Participants with MUD exhibited slower behavioral updating than the healthy controls (p = 0.0004, d=1.77). BPND in all four bilateral volumes of interest were higher in the healthy control group (ps < 0.005, ds < 2.16), and updating rate correlated positively with BPND in the caudate nucleus (p = 0.002), putamen (p = 0.002), and globus pallidus (p = 0.03). CONCLUSIONS The findings indicate that behavioral updating contributes to maladaptive decision-making in MUD and suggest that dysregulation of D2-type receptor signaling in the striatum and globus pallidus contributes to this behavioral deficit.
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Affiliation(s)
- Zoe Guttman
- Department of Psychiatry and Biobehavioral Sciences and Jane and Terry Semel Institute of Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA 90024, USA
| | - Mark Mandelkern
- Veterans Administration of Greater Los Angeles Health System, Los Angeles, CA 90073, USA; Department of Physics, University of California at Irvine, Irvine, CA 92697, USA
| | - Dara G Ghahremani
- Department of Psychiatry and Biobehavioral Sciences and Jane and Terry Semel Institute of Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA 90024, USA
| | - Milky Kohno
- Department of Psychiatry, Oregon Health & Science University, Oregon Health Sciences University, Portland, OR 97239, USA
| | - Andy C Dean
- Department of Psychiatry and Biobehavioral Sciences and Jane and Terry Semel Institute of Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA 90024, USA
| | - Edythe D London
- Department of Psychiatry and Biobehavioral Sciences and Jane and Terry Semel Institute of Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA 90024, USA; Veterans Administration of Greater Los Angeles Health System, Los Angeles, CA 90073, USA; Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, CA 90024, USA; Brain Research Institute, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90024, USA.
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5
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Ariesen AMD, Neubert JH, Gaastra GF, Tucha O, Koerts J. Risky Decision-Making in Adults with Alcohol Use Disorder-A Systematic and Meta-Analytic Review. J Clin Med 2023; 12:jcm12082943. [PMID: 37109278 PMCID: PMC10143407 DOI: 10.3390/jcm12082943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 04/11/2023] [Accepted: 04/14/2023] [Indexed: 04/29/2023] Open
Abstract
Alcohol use disorder (AUD) forms a major health concern and is the most common substance use disorder worldwide. The behavioural and cognitive deficits associated with AUD have often been related to impairments in risky decision-making. The aim of this study was to examine the magnitude and type of risky decision-making deficits of adults with AUD, as well as to explore the potential mechanisms behind these deficits. To this end, existing literature comparing risky decision-making task performance of an AUD group to a control group (CG) was systematically searched and analysed. A meta-analysis was performed to address overall effects. In total, 56 studies were included. In the majority of studies (i.e., 68%), the performance of the AUD group(s) deviated from the CG(s) on one or more of the adopted tasks, which was confirmed by a small to medium pooled effect size (Hedges' g = 0.45). This review therefore provides evidence of increased risk taking in adults with AUD as compared to CGs. The increased risk taking may be due to deficits in affective and deliberative decision-making. Making use of ecologically valid tasks, future research should investigate whether risky decision-making deficits predate and/or are consequential to the addiction of adults with AUD.
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Affiliation(s)
- Akke-Marij D Ariesen
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
| | - Julia H Neubert
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
| | - Geraldina F Gaastra
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
| | - Oliver Tucha
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
- Department of Psychiatry and Psychotherapy, University Medical Center Rostock, 18147 Rostock, Germany
- Department of Psychology, Maynooth University, National University of Ireland, W23 F2K8 Maynooth, Ireland
| | - Janneke Koerts
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
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Decision-making, cognitive functions, impulsivity, and media multitasking expectancies in high versus low media multitaskers. Cogn Process 2021; 22:593-607. [PMID: 34047893 PMCID: PMC8547206 DOI: 10.1007/s10339-021-01029-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 04/01/2021] [Indexed: 11/25/2022]
Abstract
In several studies, individuals who reported to frequently multitask with different media displayed reduced cognitive performance, for example in fluid intelligence and executive functioning. These cognitive functions are relevant for making advantageous decisions under both objective risk (requiring reflection and strategical planning) and ambiguous risk (requiring learning from feedback). Thus, compared to low media multitaskers (LMMs), high media multitaskers (HMMs) may perform worse in both types of decision situations. The current study investigated HMMs and LMMs in a laboratory setting with the Game of Dice Task (GDT; objective risk), the Iowa Gambling Task (IGT; ambiguous risk), various tests quantifying cognitive functions (logical reasoning, working memory, information processing, general executive functions), and self-report measures of impulsivity, media multitasking expectancies, and problematic Internet use. From 182 participants, 25 HMMs and 19 LMMs were identified using the Media Multitasking Index. Results show that HMMs compared to LMMs performed weaker on the IGT but not on the GDT. Furthermore, HMMs had slightly decreased performance in tests of logical reasoning and working memory capacity. HMMs tended to increased information processing speed but this difference was not significant. Furthermore, HMMs have more positive expectancies regarding media multitasking and reported higher tendencies toward problematic Internet use. HMMs and LMMs did not differ significantly with respect to impulsivity and executive functions. The results give a first hint that HMMs may have difficulties in decision-making under ambiguous but not under objective risk. HMMs may be more prone to errors in tasks that require feedback processing. However, HMMs appear not to be impaired in aspects of long-term strategic decision-making.
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Lee WK, Lin CJ, Liu LH, Lin CH, Chiu YC. Recollecting Cross-Cultural Evidences: Are Decision Makers Really Foresighted in Iowa Gambling Task? Front Psychol 2021; 11:537219. [PMID: 33408659 PMCID: PMC7779794 DOI: 10.3389/fpsyg.2020.537219] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Accepted: 10/06/2020] [Indexed: 11/13/2022] Open
Abstract
The Iowa Gambling Task (IGT) has become a remarkable experimental paradigm of dynamic emotion decision making. In recent years, research has emphasized the "prominent deck B (PDB) phenomenon" among normal (control group) participants, in which they favor "bad" deck B with its high-frequency gain structure-a finding that is incongruent with the original IGT hypothesis concerning foresightedness. Some studies have attributed such performance inconsistencies to cultural differences. In the present review, 86 studies featuring data on individual deck selections were drawn from an initial sample of 958 IGT-related studies published from 1994 to 2017 for further investigation. The PDB phenomenon was found in 67.44% of the studies (58 of 86), and most participants were recorded as having adopted the "gain-stay loss-randomize" strategy to cope with uncertainty. Notably, participants in our sample of studies originated from 16 areas across North America, South America, Europe, Oceania, and Asia, and the findings suggest that the PDB phenomenon may be cross-cultural.
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Affiliation(s)
- We-Kang Lee
- Department of Psychology, Soochow University, Taipei, Taiwan.,Shin Kong Wu Ho-Su Memorial Hospital Sleep Center, Taipei, Taiwan
| | - Ching-Jen Lin
- Department of Psychology, Kaohsiung Medical University, Kaohsiung, Taiwan.,Research Center for Nonlinear Analysis and Optimization, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Li-Hua Liu
- Department of Psychology, Soochow University, Taipei, Taiwan
| | - Ching-Hung Lin
- Department of Psychology, Kaohsiung Medical University, Kaohsiung, Taiwan.,Research Center for Nonlinear Analysis and Optimization, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yao-Chu Chiu
- Department of Psychology, Soochow University, Taipei, Taiwan
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8
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Risky decision-making in individuals with substance use disorder: A meta-analysis and meta-regression review. Psychopharmacology (Berl) 2020; 237:1893-1908. [PMID: 32363438 DOI: 10.1007/s00213-020-05506-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 03/10/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND This review aims to identify whether risky decision-making is increased in substance users, and the impact of substance type, polysubstance use status, abstinence period, and treatment status on risky decision-making. METHODS A literature search with no date restrictions was conducted to identify case-control studies or cross-sectional studies that used behavioral tasks to measure risky decision-making in substance users. A random-effects model was performed. GRADE criteria was used to assess the quality of evidence. RESULTS 52 studies were enrolled. The result showed that the difference in risky decision-making performance between user groups and control groups was significant (SMD = - 0.590; 95%CI = - 0.849 to - 0.330; p < 0.001; I2 = 93.4%; Pheterogeneity < 0.001). Subgroup analysis showed that users in the subgroups of alcohol (p < 0.001), tobacco (p < 0.01), cocaine (p < 0.001), opioid (p < 0.001), mixed group (p < 0.01), adult users (p < 0.001), small sample size (p < 0.001), large sample size (p < 0.01), low education (p < 0.001), high education (p < 0.001), short-abstinence period (p < 0.001), long-abstinence period (p < 0.001), without current polysubstance dependence (p < 0.001), and with treatment (p < 0.001) had increased risky decision-making when compared to the controls. On the other hand, elderly substance users with short-abstinence period showed increased risky decision-making. Moreover, current treatment status and polysubstance use may not influence the level of decision-making in substance users. CONCLUSIONS The results show that substance use is associated with impaired risky decision-making, indicating that interventions targeting risky decision-making in substance users should be developed for relapse prevention and rehabilitation.
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Alonso L, Peeva P, Ramos-Prats A, Alenina N, Winter Y, Rivalan M. Inter-individual and inter-strain differences in cognitive and social abilities of Dark Agouti and Wistar Han rats. Behav Brain Res 2020; 377:112188. [PMID: 31473288 DOI: 10.1016/j.bbr.2019.112188] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 08/06/2019] [Accepted: 08/28/2019] [Indexed: 01/12/2023]
Abstract
Healthy animals displaying extreme behaviours that resemble human psychiatric symptoms are relevant models to study the natural psychobiological processes of maladapted behaviours. Using a Rat Gambling Task, healthy individuals spontaneously making poor decisions (PDMs) were found to co-express a combination of other cognitive and reward-based characteristics similar to symptoms observed in human patients with impulse-control disorders. The main goals of this study were to 1) confirm the existence of PDMs and their unique behavioural phenotypes in Dark Agouti (DA) and Wistar Han (WH) rats, 2) to extend the behavioural profile of the PDMs to probability-based decision-making and social behaviours and 3) to extract key discriminative traits between DA and WH strains, relevant for biomedical research. We have compared cognitive abilities, natural behaviours and physiological responses in DA and WH rats at the strain and at the individual level. Here we found that the naturally occurring PDM's profile was consistent between both rat lines. Then, although the PDM individuals did not take more risks in probability discounting task, they seemed to be of higher social ranks. Finally and despite their similarities in performance, WH and DA lines differed in degree of reward sensitivity, impulsivity, locomotor activity and open space-occupation. The reproducibility and conservation of the complex phenotypes of PDMs and GDMs (good decision makers) in these two genetically different strains support their translational potential. Both strains, present large phenotypic variation in behaviours pertinent for the study of the underlying mechanisms of poor decision making and associated disorders.
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Affiliation(s)
- Lucille Alonso
- Humboldt University, Berlin, Germany; Charité University Medicine, Berlin, Germany
| | - Polina Peeva
- Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
| | - Arnau Ramos-Prats
- Department of Pharmacology, Innsbruck Medical University, Innsbruck, Austria
| | - Natalia Alenina
- Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany; Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia
| | - York Winter
- Humboldt University, Berlin, Germany; Charité University Medicine, Berlin, Germany
| | - Marion Rivalan
- Humboldt University, Berlin, Germany; Charité University Medicine, Berlin, Germany.
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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: 6] [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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11
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Alcohol-Dependent Individuals Make Detrimental Decisions under Ambiguous and Perilous Conditions. Int J Ment Health Addict 2018. [DOI: 10.1007/s11469-017-9810-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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12
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Guttman Z, Moeller SJ, London ED. Neural underpinnings of maladaptive decision-making in addictions. Pharmacol Biochem Behav 2018; 164:84-98. [PMID: 28666893 PMCID: PMC5745312 DOI: 10.1016/j.pbb.2017.06.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Revised: 06/07/2017] [Accepted: 06/26/2017] [Indexed: 01/22/2023]
Affiliation(s)
- Zoe Guttman
- Neuroscience Interdepartmental Program, University of California Los Angeles, Los Angeles, CA 90095, United States
| | - Scott J Moeller
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States; Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Edythe D London
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, United States; Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, United States; Brain Research Institute, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, United States.
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13
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Koffarnus MN, Kaplan BA. Clinical models of decision making in addiction. Pharmacol Biochem Behav 2018; 164:71-83. [PMID: 28851586 PMCID: PMC5747979 DOI: 10.1016/j.pbb.2017.08.010] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 08/08/2017] [Accepted: 08/21/2017] [Indexed: 01/25/2023]
Abstract
As research on decision making in addiction accumulates, it is increasingly clear that decision-making processes are dysfunctional in addiction and that this dysfunction may be fundamental to the initiation and maintenance of addictive behavior. How drug-dependent individuals value and choose among drug and nondrug rewards is consistently different from non-dependent individuals. The present review focuses on the assessment of decision-making in addiction. We cover the common behavioral tasks that have shown to be fruitful in decision-making research and highlight analytical and graphical considerations, when available, to facilitate comparisons within and among studies. Delay discounting tasks, drug demand tasks, drug choice tasks, the Iowa Gambling Task, and the Balloon Analogue Risk Task are included.
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Affiliation(s)
- Mikhail N Koffarnus
- Virginia Tech Carilion Research Institute, 2 Riverside Circle, Roanoke, VA 24016, United States.
| | - Brent A Kaplan
- Virginia Tech Carilion Research Institute, 2 Riverside Circle, Roanoke, VA 24016, United States
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Kovács I, Richman MJ, Janka Z, Maraz A, Andó B. Decision making measured by the Iowa Gambling Task in alcohol use disorder and gambling disorder: a systematic review and meta-analysis. Drug Alcohol Depend 2017; 181:152-161. [PMID: 29055269 DOI: 10.1016/j.drugalcdep.2017.09.023] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Revised: 09/21/2017] [Accepted: 09/22/2017] [Indexed: 02/02/2023]
Abstract
BACKGROUND AND AIMS Gambling disorder (GD) and alcohol use disorder (AD) have similar features, such as elevated impulsivity and decision-making deficits, which are directly linked to relapse and poor therapeutic outcomes. Our aim was to assess decision-making characteristics in GD and AD patients compared to healthy controls (HC) based on one of the most frequently used measures of decision-making: the Iowa Gambling Task (IGT). METHODS In our systematic literature search of three databases, we identified 1198 empirical articles that mentioned decision-making deficits with the use of the IGT in patients diagnosed with either AD or GD. Possible effects were calculated using meta-analysis. In the end, 17 studies (including 1360 participants) were suitable for inclusion in the meta-analysis reporting data for 23 group contrasts. RESULTS The random effects estimate indicated impaired IGT performance in both AD patients (N=500; d=-0.581, CI:-89.5<δ<-26.6%) and an even greater deficit in GD patients (N=292; d=-1.034, CI:-156.1<δ<50.7%) compared to HCs. Sampling variances were calculated for both AD (v1=0.0056) and GD groups (v2=0.0061), from which the z-score was calculated (z=-21.0785; p<0.05), which indicates a statistically significant difference between AD and GD groups. No significant moderating effects of age, gender or education were found. CONCLUSIONS There is enough evidence to support that decision-making deficit associated with addictive disorders, and that the deficit is more expressed in gambling disorder than in alcohol use disorder. Impaired decision-making plays an important part in poor therapeutic outcomes, thus provides a promising opportunity for cognitive intervention.
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Affiliation(s)
- Ildikó Kovács
- Department of Psychiatry, Faculty of Medicine, University of Szeged, Kálvária Ave. 57, H-6725, Szeged, Hungary.
| | - Mara J Richman
- Institute of Psychology, Eötvös Loránd University, Izabella Str. 46, H-1064, Budapest, Hungary
| | - Zoltán Janka
- Department of Psychiatry, Faculty of Medicine, University of Szeged, Kálvária Ave. 57, H-6725, Szeged, Hungary
| | - Aniko Maraz
- Institute of Psychology, Eötvös Loránd University, Izabella Str. 46, H-1064, Budapest, Hungary
| | - Bálint Andó
- Department of Psychiatry, Faculty of Medicine, University of Szeged, Kálvária Ave. 57, H-6725, Szeged, Hungary
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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: 2.4] [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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Bottesi G, Ghisi M, Ouimet AJ, Tira MD, Sanavio E. Compulsivity and Impulsivity in Pathological Gambling: Does a Dimensional-Transdiagnostic Approach Add Clinical Utility to DSM-5 Classification? J Gambl Stud 2016; 31:825-47. [PMID: 24863627 DOI: 10.1007/s10899-014-9470-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Although the phenomenology of Pathological Gambling (PG) is clearly characterized by impulsive features, some of the Diagnostic and Statistical Manual of Mental Disorder (DSM-5) criteria for PG are similar to those of Obsessive Compulsive Disorder (OCD). Therefore, the compulsive-impulsive spectrum model may be a better (or complementary) fit with PG phenomenology. The present exploratory research was designed to further investigate the compulsive and impulsive features characterizing PG, by comparing PG individuals, alcohol dependents (ADs), OCD patients, and healthy controls (HCs) on both self-report and cognitive measures of compulsivity and impulsivity. A better understanding of the shared psychological and cognitive mechanisms underlying differently categorized compulsive and impulsive disorders may significantly impact on both clinical assessment and treatment strategies for PG patients. With respect to self-report measures, PG individuals reported more compulsive and impulsive features than did HCs. As regards motor inhibition ability indices, PG individuals and HCs performed similarly on the Go/No-go task and better than AD individuals and OCD patients. Results from the Iowa Gambling Task highlighted that PG, AD, and OCD participants performed worse than did HCs. An in-depth analysis of each group's learning profile revealed similar patterns of impairment between PG and AD individuals in decision-making processes. Current findings support the utility of adopting a dimensional-transdiagnostic approach to complement the DSM-5 classification when working with PG individuals in clinical practice. Indeed, clinicians are encouraged to assess both compulsivity and impulsivity to provide individualized case conceptualizations and treatment plans focusing on the specific phenomenological features characterizing each PG patient.
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Affiliation(s)
- Gioia Bottesi
- Department of General Psychology, University of Padova, Via Venezia, 8, 35131, Padua, Italy,
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An fMRI-Based Neural Signature of Decisions to Smoke Cannabis. Neuropsychopharmacology 2015; 40:2657-65. [PMID: 25962875 PMCID: PMC4864661 DOI: 10.1038/npp.2015.135] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2015] [Revised: 04/08/2015] [Accepted: 05/07/2015] [Indexed: 01/01/2023]
Abstract
Drug dependence may be at its core a pathology of choice, defined by continued decisions to use drugs irrespective of negative consequences. Despite evidence of dysregulated decision making in addiction, little is known about the neural processes underlying the most clinically relevant decisions drug users make: decisions to use drugs. Here, we combined functional magnetic resonance imaging (fMRI), machine learning, and human laboratory drug administration to investigate neural activation underlying decisions to smoke cannabis. Nontreatment-seeking daily cannabis smokers completed an fMRI choice task, making repeated decisions to purchase or decline 1-12 placebo or active cannabis 'puffs' ($0.25-$5/puff). One randomly selected decision was implemented. If the selected choice had been bought, the cost was deducted from study earnings and the purchased cannabis smoked in the laboratory; alternatively, the participant remained in the laboratory without cannabis. Machine learning with leave-one-subject-out cross-validation identified distributed neural activation patterns discriminating decisions to buy cannabis from declined offers. A total of 21 participants were included in behavioral analyses; 17 purchased cannabis and were thus included in fMRI analyses. Purchasing varied lawfully with dose and cost. The classifier discriminated with 100% accuracy between fMRI activation patterns for purchased vs declined cannabis at the level of the individual. Dorsal striatum, insula, posterior parietal regions, anterior and posterior cingulate, and dorsolateral prefrontal cortex all contributed reliably to this neural signature of decisions to smoke cannabis. These findings provide the basis for a brain-based characterization of drug-related decision making in drug abuse, including effects of psychological and pharmacological interventions on these processes.
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Körner N, Schmidt P, Soyka M. Decision making and impulsiveness in abstinent alcohol-dependent people and healthy individuals: a neuropsychological examination. SUBSTANCE ABUSE TREATMENT PREVENTION AND POLICY 2015; 10:24. [PMID: 26082020 PMCID: PMC4477592 DOI: 10.1186/s13011-015-0020-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Accepted: 06/10/2015] [Indexed: 11/25/2022]
Abstract
Background Alcohol dependence is associated with deficits in decision making and increased impulsiveness. Therefore, we compared decision making in abstinent alcohol-dependent people (“abstainers”) and matched healthy individuals (“comparison group”) to determine whether impulsiveness or personality traits play a role in decision making. Methods Abstainers (n = 40) were recruited from treatment facilities in and around Munich, Germany, and the comparison group (n = 40) through personal contacts and social media. We assessed decision making with the Iowa Gambling Task (IGT), impulsiveness with the Barratt Impulsiveness Scale (BIS-11) and personality traits with the NEO Five-Factor Inventory (NEO-FFI). Results The comparison group performed significantly better in the IGT (mean profit € 159.50, SD 977.92) than the abstainers (mean loss - € 1,400.13, SD 1,362.10; p < .001) and showed significantly less impulsiveness in the BIS-11 (comparison group: mean 56.03, SD 7.80; abstainers: mean 63.55, SD 11.47; p < .001). None of the five personality traits assessed with the NEO-FFI differed significantly between the groups. Conclusion The results confirm that abstinent alcohol-dependent people do not perform as well as healthy individuals in decision-making tasks and show greater impulsiveness, but in this study did not affect their decision-making ability.
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Affiliation(s)
- Natalie Körner
- Algesiologikum GmbH, Heßstrasse 22, 80799, Munich, Germany.
| | - Peggy Schmidt
- Privatklinik Meiringen, Postfach 612, Willigen, CH-3680, Meiringen, Switzerland.
| | - Michael Soyka
- Privatklinik Meiringen, Postfach 612, Willigen, CH-3680, Meiringen, Switzerland. .,Department of Psychiatry, Ludwig Maximilian University, Nussbaumstr. 7, 80336, Munich, Germany.
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Arcurio LR, Finn PR, James TW. Neural mechanisms of high-risk decisions-to-drink in alcohol-dependent women. Addict Biol 2015; 20:390-406. [PMID: 24373127 DOI: 10.1111/adb.12121] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
A hallmark of alcohol dependence (AD) is continually drinking despite the risk of negative consequences. Currently, it is not known if the pattern of disordered activation in AD is more compatible with an over-sensitive reward system, a deficit in control systems or a combination of both to produce the high risk-taking behavior observed in alcohol dependents (ADs). Here, alcohol cues were used in an ecological decisions-to-drink task that involved high- and low-risk scenarios where the chance of serious negative imagined consequences was varied. Non-alcohol cues were included as control stimuli. Functional magnetic resonance imaging (fMRI) was used to measure blood oxygen level-dependent (BOLD) signal change in 15 alcohol-dependent and 16 control women. This design allowed us to address two major questions concerning AD: first, is there a specific pattern of disordered activation that drives the heightened endorsement of high-risk decisions-to-drink in ADs? And, second, is that pattern specific to decisions-to-drink or does it generalize to other appetitive and/or neutral cues? The results showed that, during high-risk decisions-to-drink, alcohol-dependent women activated reward circuits, cognitive control circuits and regions of the default-mode network (DMN), while control women deactivated approach circuits and showed enhanced activation in regions of the DMN. Group differences were found only for decisions-to-drink, suggesting that they are specific to alcohol cues. Simultaneous activation of reward networks, cognitive control networks and the DMN in alcohol-dependent women suggests that over-endorsement of high-risk drinking decisions by alcohol-dependent women may be due to a problem with switching between different neural networks.
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Affiliation(s)
- Lindsay R. Arcurio
- Department of Psychological and Brain Sciences; Indiana University; Bloomington IN USA
| | - Peter R. Finn
- Department of Psychological and Brain Sciences; Indiana University; Bloomington IN USA
| | - Thomas W. James
- Department of Psychological and Brain Sciences; Indiana University; Bloomington IN USA
- Program in Neuroscience; Indiana University; Bloomington IN USA
- Cognitive Science Program; Indiana University; Bloomington IN USA
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20
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Spoelder M, Lesscher HMB, Hesseling P, Baars AM, Lozeman-van t Klooster JG, Mijnsbergen R, Vanderschuren LJMJ. Altered performance in a rat gambling task after acute and repeated alcohol exposure. Psychopharmacology (Berl) 2015. [PMID: 26220611 PMCID: PMC4561076 DOI: 10.1007/s00213-015-4020-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
RATIONALE A bidirectional relationship between alcohol use disorder (AUD) and deficits in impulse control and decision making has been suggested. However, the mechanisms by which neurocognitive impairments predispose to, or result from AUD remain incompletely understood. OBJECTIVES The aim of this study is to gain more insight in the effects of alcohol exposure on decision making and impulse control. We used two modified versions of the rat gambling task (rGT) that differ in the net gain and the punishment magnitude associated with the different response options. METHODS In experiment 1, we assessed the effects of acute alcohol treatment (0-0.8 g/kg) on rGT performance. In experiment 2, we determined the effects of alcohol on rGT acquisition (15 sessions, 0.6 g/kg). Next, these animals were challenged with alcohol (0-1.0 g/kg) prior to rGT sessions. RESULTS Acute alcohol treatment suppressed baseline performance in both rGT versions but only modestly altered decision making. Treatment with alcohol during acquisition increased risky choices in the rGT version that involved larger punishment and blunted the reduction in win-shift behavior during acquisition in both rGT versions. Moreover, rats treated with alcohol during acquisition showed an increase in premature and perseverative responding upon subsequent alcohol challenges (0-1.0 g/kg) and were less sensitive to the behavioral suppressant effects of alcohol. CONCLUSIONS Our results show that repeated alcohol exposure alters decision making during rGT acquisition and reduces the ability to adjust choice behavior on the basis of feedback. In addition, repeated alcohol exposure unmasks its behavioral disinhibitory effects in the rGT. Impaired responsiveness to choice feedback and behavioral disinhibition may contribute to the development of AUD.
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Affiliation(s)
- Marcia Spoelder
- />Department of Animals in Science and Society, Division of Behavioural Neuroscience, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, The Netherlands
| | - Heidi M. B. Lesscher
- />Department of Animals in Science and Society, Division of Behavioural Neuroscience, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, The Netherlands
| | - Peter Hesseling
- />Department of Animals in Science and Society, Division of Behavioural Neuroscience, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, The Netherlands
| | - Annemarie M. Baars
- />Department of Animals in Science and Society, Division of Behavioural Neuroscience, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, The Netherlands
| | - José G. Lozeman-van t Klooster
- />Department of Animals in Science and Society, Division of Behavioural Neuroscience, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, The Netherlands
| | - Rob Mijnsbergen
- />Department of Animals in Science and Society, Division of Behavioural Neuroscience, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, The Netherlands
| | - Louk J. M. J. Vanderschuren
- />Department of Animals in Science and Society, Division of Behavioural Neuroscience, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, The Netherlands , />Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
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Schiebener J, Schulte FP, Hofmann J, Brand M. A versatile task for assessing decision-making abilities: the truck dispatcher framework. APPLIED NEUROPSYCHOLOGY-ADULT 2014; 21:241-59. [PMID: 25265306 DOI: 10.1080/09084282.2013.798735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
In neuropsychological decision-making research, several different tasks are used to measure decision-making competences in patients and healthy study participants. Unfortunately, the existing tasks are often inflexible for modification, use different scenarios, and include several gambling cues. Therefore, comparisons between participants' performances in different tasks are difficult. We developed the Truck Dispatcher Framework (TDF), in which different decision-making tasks can be designed within one unitary, flexible, and real-world-oriented story line. To test the story line, TDF analogues of three standard decision-making tasks (Game of Dice Task, Probability-Associated Gambling task, Iowa Gambling Task) were developed. In three studies with brain-healthy participants, the behavior in standard decision-making tasks and the TDF analogues of those tasks were compared. Similar behaviors indicate that the TDF tasks measure decision making appropriately. Thus, the TDF is recommended for experimental and clinical research because it allows for examining decision-making competences in tasks with different demands that take place within one unitary story line.
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Affiliation(s)
- Johannes Schiebener
- a General Psychology: Cognition, University of Duisburg-Essen , Duisburg , Germany
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22
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Schiebener J, Wegmann E, Pawlikowski M, Brand M. Effects of goals on decisions under risk conditions: Goals can help to make better choices, but relatively high goals increase risk-taking. JOURNAL OF COGNITIVE PSYCHOLOGY 2014. [DOI: 10.1080/20445911.2014.903254] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Bailey K, West R, Kuffel J. What would my avatar do? Gaming, pathology, and risky decision making. Front Psychol 2013; 4:609. [PMID: 24058356 PMCID: PMC3767905 DOI: 10.3389/fpsyg.2013.00609] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Accepted: 08/21/2013] [Indexed: 11/13/2022] Open
Abstract
Recent work has revealed a relationship between pathological video game use and increased impulsivity among children and adolescents. A few studies have also demonstrated increased risk-taking outside of the video game environment following game play, but this work has largely focused on one genre of video games (i.e., racing). Motivated by these findings, the aim of the current study was to examine the relationship between pathological and non-pathological video game use, impulsivity, and risky decision making. The current study also investigated the relationship between experience with two of the most popular genres of video games [i.e., first-person shooter (FPS) and strategy] and risky decision making. Consistent with previous work, ~7% of the current sample of college-aged adults met criteria for pathological video game use. The number of hours spent gaming per week was associated with increased impulsivity on a self-report measure and on the temporal discounting (TD) task. This relationship was sensitive to the genre of video game; specifically, experience with FPS games was positively correlated with impulsivity, while experience with strategy games was negatively correlated with impulsivity. Hours per week and pathological symptoms predicted greater risk-taking in the risk task and the Iowa Gambling task, accompanied by worse overall performance, indicating that even when risky choices did not pay off, individuals who spent more time gaming and endorsed more symptoms of pathological gaming continued to make these choices. Based on these data, we suggest that the presence of pathological symptoms and the genre of video game (e.g., FPS, strategy) may be important factors in determining how the amount of game experience relates to impulsivity and risky-decision making.
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Affiliation(s)
- Kira Bailey
- Social Cognitive Neuroscience Laboratory, Department of Psychological Sciences, University of Missouri Columbia, MO, USA
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Kim YT, Sohn H, Kim S, Oh J, Peterson BS, Jeong J. Disturbances of motivational balance in chronic schizophrenia during decision-making tasks. Psychiatry Clin Neurosci 2012; 66:573-81. [PMID: 23252923 DOI: 10.1111/j.1440-1819.2012.02403.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2011] [Revised: 01/31/2012] [Accepted: 02/01/2012] [Indexed: 11/30/2022]
Abstract
AIM The role of feedback processing in decision-making has been assessed in psychiatric patients using the Iowa Gambling Task (IGT). Although impaired performance on the IGT has been documented extensively in schizophrenia patients, the neuropsychological mechanisms underlying the performance deficits have not yet been elucidated. Therefore, the aim of this study was to investigate the neuropsychological origins of impaired decision-making in schizophrenia patients using various versions of the IGT. METHODS Thirty chronic schizophrenia patients and 33 healthy subjects underwent computerized versions of the IGT, the Variant Gambling Task (VGT), and the Shuffled Gambling Task (SGT) to assess the contributions of motivational balance and reversal learning on IGT performance. In addition, performance on the Wisconsin Card-Sorting Test (WCST) was assessed. RESULTS The schizophrenia patients exhibited deficits on the IGT and SGT, particularly in later trials. No significant group difference was detected on the VGT due to the improved performance of schizophrenia patients in the earlier trials. Performance on the gambling tasks in the schizophrenia group did not correlate with performance on the WCST or with the severity of clinical symptoms. CONCLUSION Deficits in motivational balance, but not reversal learning, play a dominant role in the impaired decision-making of patients with schizophrenia.
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Affiliation(s)
- Yang-Tae Kim
- Department of Psychiatry, School of Medicine, Keimyung University, Daegu, Korea
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25
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Svaldi J, Philipsen A, Matthies S. Risky decision-making in borderline personality disorder. Psychiatry Res 2012; 197:112-8. [PMID: 22421066 DOI: 10.1016/j.psychres.2012.01.014] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2011] [Revised: 01/11/2012] [Accepted: 01/11/2012] [Indexed: 11/19/2022]
Abstract
Impulsivity is a core feature of borderline personality disorder (BPD). Thereby, individuals with BPD are most often explicitly aware of the deleterious long-term consequences of their impulsive behaviors, but still engage in them. Therefore, the aim of the present study was to test decision-making in BPD. Female individuals with BPD (n=21) and female controls without BPD (CG; n=29) were compared on the Game of Dice Task (GDT) with regard to disadvantageous decision-making and feedback processing. In the GDT rules for reinforcement and punishment are explicitly clear and the outcome is defined by probabilities. By providing feedback about the outcome of previous decisions, the GDT is a valid measure to simulate decision-making in real life situations. Main results revealed that women with BPD make risky decisions significantly more often than the CG. Moreover, they show reduced capacities to advantageously utilize feedback. As deficits in decision-making were correlated with BPD symptom severity and impulsivity, risky decision-making may be a relevant maintenance factor for the disorder.
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Affiliation(s)
- Jennifer Svaldi
- University of Freiburg, Department of Clinical Psychology and Psychotherapy, Germany.
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Viola TW, Cardoso CDO, Francke ID, Gonçalves HA, Pezzi JC, Araújo RB, Fonseca RP, Grassi-Oliveira R. Tomada de decisão em dependentes de crack: um estudo com o Iowa Gambling Task. ESTUDOS DE PSICOLOGIA (NATAL) 2012. [DOI: 10.1590/s1413-294x2012000100012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Este estudo investigou como ocorre o processo de tomada de decisão em dependentes de crack pelo instrumento Iowa Gambling Task (IGT). Foram selecionados 30 participantes para o grupo de dependentes de crack - GDC, e 15 controles não usuários - GNU, de ambos os sexos. Para avaliar a intensidade de craving utilizou-se o Cocaine Craving Questionnaire-Brief. Houve diferenças significativas entre os grupos tanto no cálculo total, como no cálculo por blocos. A curva de aprendizagem do GDCmanteve-se constante e negativa na maior parte do jogo, havendo apenas no final um indício de aprendizagem. Em relação à classificação do desempenho na tarefa, as análises evidenciaram que um significativo número de participantes controles obtiveram desempenho não-prejudicado, oposto ao desempenho do GDC. As diferenças entre os grupos investigadas no IGT corroboraram com achado de estudo anterior, que evidenciou prejuízo no processo de tomada de decisão associado à dependência de cocaína e de crack.
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Leeman RF, Potenza MN. Similarities and differences between pathological gambling and substance use disorders: a focus on impulsivity and compulsivity. Psychopharmacology (Berl) 2012; 219:469-90. [PMID: 22057662 PMCID: PMC3249521 DOI: 10.1007/s00213-011-2550-7] [Citation(s) in RCA: 259] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2011] [Accepted: 10/13/2011] [Indexed: 12/11/2022]
Abstract
RATIONALE Pathological gambling (PG) has recently been considered as a "behavioral" or nonsubstance addiction. A comparison of the characteristics of PG and substance use disorders (SUDs) has clinical ramifications and could help advance future research on these conditions. Specific relationships with impulsivity and compulsivity may be central to understanding PG and SUDs. OBJECTIVES This review was conducted to compare and contrast research findings in PG and SUDs pertaining to neurocognitive tasks, brain function, and neurochemistry, with a focus on impulsivity and compulsivity. RESULTS Multiple similarities were found between PG and SUDs, including poor performance on neurocognitive tasks, specifically with respect to impulsive choice and response tendencies and compulsive features (e.g., response perseveration and action with diminished relationship to goals or reward). Findings suggest dysfunction involving similar brain regions, including the ventromedial prefrontal cortex and striatum and similar neurotransmitter systems, including dopaminergic and serotonergic. Unique features exist which may in part reflect influences of acute or chronic exposures to specific substances. CONCLUSIONS Both similarities and differences exist between PG and SUDs. Understanding these similarities more precisely may facilitate treatment development across addictions, whereas understanding differences may provide insight into treatment development for specific disorders. Individual differences in features of impulsivity and compulsivity may represent important endophenotypic targets for prevention and treatment strategies.
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Affiliation(s)
- Robert F Leeman
- Department of Psychiatry, Yale University School of Medicine, CMHC, 34 Park Street, New Haven, CT 06405, USA.
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