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Ayoub SM, Libster AM, Barnes SA, Dulawa SC, Young JW. Sex differences in risk-based decision-making and the modulation of risk preference by dopamine-2 like receptors in rats. Neuropharmacology 2024; 248:109851. [PMID: 38325772 PMCID: PMC11227321 DOI: 10.1016/j.neuropharm.2024.109851] [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: 11/22/2023] [Revised: 01/09/2024] [Accepted: 01/22/2024] [Indexed: 02/09/2024]
Abstract
Heightened risk-based decision-making is observed across several neuropsychiatric disorders including schizophrenia, bipolar disorder, and Parkinson's disease, yet no treatments exist that effectively normalize this aberrant behavior. Preclinical risk-based decision-making paradigms have identified the important modulatory roles of dopamine and sex in the performance of such tasks, though specific task parameters may alter such effects (e.g., punishment and reward values). Previous work has highlighted the role of dopamine 2-like receptors (D2R) during performance of the Risk Preference Task (RPT) in male rats, however sex was not considered as a factor in this study, nor were treatments identified that reduced risk preference. Here, we utilized the RPT to determine sex-dependent differences in baseline performance and impact of the D2R receptor agonist pramipexole (PPX), and antagonist sulpiride (SUL) on behavioral performance. Female rats exhibited heightened risk-preference during baseline testing. Consistent with human studies, PPX increased risk-preference across sex, though the effects of PPX were more pronounced in female animals. Importantly, SUL reduced risk-preference in these rats across sexes. Thus, under the task specifications of the RPT that does not include punishment, female rats were more risk-preferring and required higher PPX doses to promote risky choices compared to males. Furthermore, blockade of D2R receptors may reduce risk-preference of rats, though further studies are required.
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Affiliation(s)
- Samantha M Ayoub
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Avraham M Libster
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Samuel A Barnes
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Stephanie C Dulawa
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Jared W Young
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Research Service, VA San Diego Healthcare System, San Diego, CA, USA.
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2
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Gupta N, Ahirwal MK, Atulkar M. Development of human decision making model with consideration of human factors through reinforcement learning and prospect utility theory. J EXP THEOR ARTIF IN 2022. [DOI: 10.1080/0952813x.2022.2117422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Affiliation(s)
- Nimisha Gupta
- Department of Computer Application, NIT, Raipur, India
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3
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Lin C, Zhuo S, Peng W. Ongoing pain facilitates emotional decision-making behaviors. BRAIN SCIENCE ADVANCES 2022. [DOI: 10.26599/bsa.2022.9050005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Emotion toward anticipated and actual outcomes acts as a vital signal on emotional decision-making, and the Iowa Gambling Task (IGT) can mimic this decision-making process. Pain can impair emotional decision-making behaviors because it captures attention and distracts from the task at hand. Alternatively, pain may facilitate emotional decision-making behaviors by prompting alertness and mobilizing cognitive resources to maximize rewards. The present study investigated the influence of ongoing pain on emotional decision-making behaviors using the IGT. Our study recruited two groups of participants and applied capsaicin (pain group) or control cream (control group) to their forearms. We then compared performances and selections between the pain and control groups. The results revealed that participants successfully learned the required adaptive selection strategy as the task progressed. The study observed a tendency toward optimal choices for both groups under the condition of frequent–small losses. However, we observed a disadvantageous preference for the control group, but not the pain group, when faced with choices with infrequent but large losses. The study implies that a distressing pain experience motivates individuals to adjust goal-directed behaviors to maximize their rewards in a task. Thus, the finding suggests that ongoing pain facilitates emotional decision-making behaviors.
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Affiliation(s)
- Chennan Lin
- School of Psychology, Shenzhen University, Shenzhen 518060, Guangdong, China
| | - Shiwei Zhuo
- School of Psychology, Shenzhen University, Shenzhen 518060, Guangdong, China
| | - Weiwei Peng
- School of Psychology, Shenzhen University, Shenzhen 518060, Guangdong, China
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4
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Xu M, Lee WK, Ko CH, Chiu YC, Lin CH. The Prominent Deck B Phenomenon in Schizophrenia: An Empirical Study on Iowa Gambling Task. Front Psychol 2021; 12:619855. [PMID: 34539474 PMCID: PMC8446202 DOI: 10.3389/fpsyg.2021.619855] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 05/21/2021] [Indexed: 11/13/2022] Open
Abstract
Background: The Iowa Gambling Task (IGT) was established to evaluate emotion-based decision-making ability under uncertain circumstances in clinical populations, including schizophrenia (Sz). However, there remains a lack of stable behavioral measures regarding discrimination for decision-making performance in IGT between schizophrenic cases and healthy participants. None of the Sz-IGT studies has specifically verified the prominent deck B (PDB) phenomenon gradually revealed in other populations. Here, we provided a global review and empirical study to verify these Sz-IGT issues. Methods: Seeking reliable and valid behavioral measures, we reviewed 38 studies using IGT to investigate decision-making behavior in Sz groups. The IGT, the Wisconsin Card Sorting Test (WCST), and clinical symptoms evaluations were administered to 61 schizophrenia or schizoaffective cases diagnosed by psychiatrists and 62 demographically matched healthy participants. Results: There were no valid behavioral measures in IGT that could significantly identify the decision-making dysfunction of Sz. However, Sz cases, on average, made more choices from disadvantageous deck B relative to other decks, particularly in the later learning process (block 3-5). Compared to the control group, the Sz group was more impaired on the WCST. The high-gain frequency decks B and D showed significant correlations with WCST but no correlation between clinical symptoms and IGT/WCST. Conclusions: Gain-loss frequency (GLF) has a dominant and stable impact on the decision-making process in both Sz and control groups. PDB phenomenon is essentially challenging to be observed on the ground of the expected value (EV) viewpoint approach on the IGT in both populations. Consequently, caution should be exercised when launching the IGT to assess the decision-making ability of Sz under a clinical scenario.
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Affiliation(s)
- Mei Xu
- Department of Psychology, Kaohsiung Medical University, Kaohsiung, Taiwan.,School of Psychiatry, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - We-Kang Lee
- Sleep Center, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan.,Department of Psychology, Soochow University, Taipei, Taiwan
| | - Chih-Hung Ko
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Psychiatry, Kaohsiung Municipal Siaogang Hospital, Kaohsiung, Taiwan.,College of Medicine, Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yao-Chu Chiu
- Department of Psychology, Soochow University, Taipei, Taiwan
| | - Ching-Hung Lin
- Department of Psychology, Kaohsiung Medical University, Kaohsiung, Taiwan.,Research Center for Non-linear Analysis and Optimization, Kaohsiung Medical University, Kaohsiung, Taiwan
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5
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Barnhart WR, Buelow MT. The Performance of College Students on the Iowa Gambling Task: Differences Between Scoring Approaches. Assessment 2021; 29:1190-1203. [PMID: 33794671 DOI: 10.1177/10731911211004741] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The Iowa Gambling Task (IGT) is one of the most common behavioral decision-making tasks used in clinical and research settings. Less-than-expected performance among healthy adults generates concerns about the validity of this task, and it is possible the particular scoring approach utilized could impact interpretation. We examined how performance patterns changed across several scoring approaches, utilizing a large, college student sample, both with (n = 406) and without (n = 1,547) a self-reported history of psychiatric or other diagnosis. Higher net scores were seen when participants selected decks with a low loss frequency than decks with high long-term outcomes; however, participants overall underperformed the IGT normative data sample. Receiver operating characteristic curves examining multiple scoring approaches revealed no threshold of impaired performance that both maximized sensitivity and minimized false positive rate on the IGT. Scoring approach matters in the determination of impaired decision making via the IGT in adults.
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6
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Bradley ER, Brustkern J, De Coster L, van den Bos W, McClure SM, Seitz A, Woolley JD. Victory is its own reward: oxytocin increases costly competitive behavior in schizophrenia. Psychol Med 2020; 50:674-682. [PMID: 30944045 DOI: 10.1017/s0033291719000552] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Aberrant sensitivity to social reward may be an important contributor to abnormal social behavior that is a core feature of schizophrenia. The neuropeptide oxytocin impacts the salience of social information across species, but its effect on social reward in schizophrenia is unknown. METHODS We used a competitive economic game and computational modeling to examine behavioral dynamics and oxytocin effects on sensitivity to social reward among 39 men with schizophrenia and 54 matched healthy controls. In a randomized, double-blind study, participants received one dose of oxytocin (40 IU) or placebo and completed a 35-trial Auction Game that quantifies preferences for monetary v. social reward. We analyzed bidding behavior using multilevel linear mixed models and reinforcement learning models. RESULTS Bidding was motivated by preferences for both monetary and social reward in both groups, but bidding dynamics differed: patients initially overbid less compared to controls, and across trials, controls decreased their bids while patients did not. Oxytocin administration was associated with sustained overbidding across trials, particularly in patients. This drug effect was driven by a stronger preference for winning the auction, regardless of monetary consequences. Learning rate and response variability did not differ between groups or drug condition, suggesting that differences in bidding derive primarily from differences in the subjective value of social rewards. CONCLUSIONS Our findings suggest that schizophrenia is associated with diminished motivation for social reward that may be increased by oxytocin administration.
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Affiliation(s)
- Ellen R Bradley
- Department of Psychiatry, University of California, San Francisco, CA94110, USA
- Mental Health Service, San Francisco Veterans Administration Medical Center, San Francisco, CA, USA
| | | | - Lize De Coster
- Department of Psychiatry, University of California, San Francisco, CA94110, USA
- Mental Health Service, San Francisco Veterans Administration Medical Center, San Francisco, CA, USA
| | - Wouter van den Bos
- Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany
| | - Samuel M McClure
- Department of Psychology, Arizona State University, TempeAZ, USA
| | - Alison Seitz
- Department of Psychiatry, University of California, San Francisco, CA94110, USA
- Mental Health Service, San Francisco Veterans Administration Medical Center, San Francisco, CA, USA
| | - Joshua D Woolley
- Department of Psychiatry, University of California, San Francisco, CA94110, USA
- Mental Health Service, San Francisco Veterans Administration Medical Center, San Francisco, CA, USA
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7
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Runyon M, Buelow MT. Risky decision-making and delusion proneness: An initial examination. Heliyon 2019; 5:e02767. [PMID: 31844706 PMCID: PMC6895726 DOI: 10.1016/j.heliyon.2019.e02767] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 05/16/2019] [Accepted: 10/30/2019] [Indexed: 01/20/2023] Open
Abstract
Delusion proneness is an individual-differences characteristic, existing on a continuum from no delusional thoughts to a diagnosis of schizophrenia. Previous research found individuals high in delusion proneness request less information to make decisions, potentially making a decision without sufficient information (jumping to conclusions). The present study examined risky decision-making as a function of delusion proneness. Participants (n = 102) completed the Peters Delusions Inventory to assess delusion proneness, and the Iowa Gambling Task (IGT) and Game of Dice Task (GDT) to assess risky decision-making. Although no significant results emerged on the GDT, those scoring higher in delusion proneness decided more advantageously on the IGT than those scoring lower in delusion proneness. Exploratory analyses indicated no significant relationship between gender and task performance. The present study provides further insight into risky decision making as a function of delusion proneness.
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Affiliation(s)
- Meisha Runyon
- The Ohio State University Newark, 1179 University Drive, Newark, OH, 43055, USA
| | - Melissa T Buelow
- The Ohio State University Newark, 1179 University Drive, Newark, OH, 43055, USA
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8
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Besteher B, Gaser C, Nenadić I. Brain structure and trait impulsivity: A comparative VBM study contrasting neural correlates of traditional and alternative concepts in healthy subjects. Neuropsychologia 2019; 131:139-147. [PMID: 31071323 DOI: 10.1016/j.neuropsychologia.2019.04.021] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 04/08/2019] [Accepted: 04/24/2019] [Indexed: 12/16/2022]
Abstract
Impulsivity as a trait modulates a range of cognitive functions, e.g. planning, decision-making, or response inhibition. Recent behavioural and psychometric findings challenge both the neurobiological models as well as the conceptualisation of psychometric measures of impulsivity. In the present study, we aimed to test the association of brain structure with the Barratt Impulsiveness Scale (BIS-11), a commonly applied self-rating instrument for impulsivity, using both the classical three-factor-model for impulsive behaviour (motor (IM), attentional (IA) and non-planning impulsivity (INP)), as well as the recently proposed alternative model contrasting inability to wait for reward (IWR) as an index of impulsive choice and rapid response style (RRS) as an index of impulsive action. We analysed brain structural data in a community sample of 85 healthy individuals, who completed the BIS-11, using voxel-based morphometry (CAT12: Computational Anatomy Toolbox 12). Regional volumes were correlated with the three traditional BIS-11 subscales, as well as IWR and RRS. BIS-11 total score was positively correlated with right inferior parietal, postcentral, and supramarginal grey matter (p < 0.05, FWE cluster-level corrected). Attentional impulsivity (IA) was also positively correlated with right inferior and superior parietal and supramarginal gyri. Comparison of the other scales did show some divergence, but most correlations did not survive correction for multiple comparisons. Our findings suggest that difference facets of trait impulsivity might be related to different brain areas, and might thus dissociate along distinct but overlapping neural networks. In contrast to lesion or patient studies, these analyses delineate physiological variance, and can thus help to conceptualise network models in the absence of pathology.
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Affiliation(s)
- Bianca Besteher
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany.
| | - Christian Gaser
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany; Department of Neurology, Jena University Hospital, Jena, Germany
| | - Igor Nenadić
- Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg / Marburg University Hospital - UKGM, Marburg, Germany
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9
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Tikàsz A, Dumais A, Lipp O, Stip E, Lalonde P, Laurelli M, Lungu O, Potvin S. Reward-related decision-making in schizophrenia: A multimodal neuroimaging study. Psychiatry Res Neuroimaging 2019; 286:45-52. [PMID: 30897449 DOI: 10.1016/j.pscychresns.2019.03.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 03/09/2019] [Accepted: 03/13/2019] [Indexed: 01/28/2023]
Abstract
Schizophrenia is a severe psychiatric disorder characterized by important cognitive deficits, which ultimately compromise the patients' ability to make optimal decisions. Unfortunately, the neurobiological bases of impaired reward-related decision-making in schizophrenia have rarely been studied. The objective of this study is to examine the neural mechanisms involved in reward-related decision-making in schizophrenia, using functional magnetic resonance imaging (fMRI). Forty-seven schizophrenia patients (DSM-IV criteria) and 23 healthy subjects with no psychiatric disorders were scanned using fMRI while performing the Balloon Analogue Risk Task (BART). A rapid event-related fMRI paradigm was used, separating decision and outcome events. Between-group differences in grey matter volumes were assessed with voxel-based morphometry. During the reward outcomes, increased activations were observed in schizophrenia in the left anterior insula, the putamen, and frontal sub-regions. Reduced grey matter volumes were observed in the left anterior insula in schizophrenia which spatially overlapped with functional alterations. Finally, schizophrenia patients made fewer gains on the BART. The fact that schizophrenia patients had increased activations in sub-cortical regions such as the striatum and insula in response to reward events suggests that the impaired decision-making abilities of these patients are mostly driven by an overvaluation of outcome stimuli.
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Affiliation(s)
- Andràs Tikàsz
- Centre de recherche de l'Institut Universitaire en Santé Mentale de Montréal, 7331 Hochelaga, Montreal, Canada, H1N 3V2; Department of Psychiatry, University de Montréal, 2900 boulevard Édouard-Montpetit, Montreal, Canada, H3T 1J4; Institut Philippe-Pinel de Montréal, 10905 Henri-Bourassa, Montreal, Canada, H1C 1H1
| | - Alexandre Dumais
- Centre de recherche de l'Institut Universitaire en Santé Mentale de Montréal, 7331 Hochelaga, Montreal, Canada, H1N 3V2; Department of Psychiatry, University de Montréal, 2900 boulevard Édouard-Montpetit, Montreal, Canada, H3T 1J4; Institut Philippe-Pinel de Montréal, 10905 Henri-Bourassa, Montreal, Canada, H1C 1H1
| | - Olivier Lipp
- Centre de recherche de l'Institut Universitaire en Santé Mentale de Montréal, 7331 Hochelaga, Montreal, Canada, H1N 3V2; Department of Psychiatry, University de Montréal, 2900 boulevard Édouard-Montpetit, Montreal, Canada, H3T 1J4
| | - Emmanuel Stip
- Department of Psychiatry, University de Montréal, 2900 boulevard Édouard-Montpetit, Montreal, Canada, H3T 1J4; Centre Hospitalier de l'Université de Montréal, 1051 rue Sanguinet, Montreal, Canada, H2 × 3E4
| | - Pierre Lalonde
- Centre de recherche de l'Institut Universitaire en Santé Mentale de Montréal, 7331 Hochelaga, Montreal, Canada, H1N 3V2; Department of Psychiatry, University de Montréal, 2900 boulevard Édouard-Montpetit, Montreal, Canada, H3T 1J4
| | - Mélanie Laurelli
- Centre de recherche de l'Institut Universitaire en Santé Mentale de Montréal, 7331 Hochelaga, Montreal, Canada, H1N 3V2; Institut Philippe-Pinel de Montréal, 10905 Henri-Bourassa, Montreal, Canada, H1C 1H1
| | - Ovidiu Lungu
- Department of Psychiatry, University de Montréal, 2900 boulevard Édouard-Montpetit, Montreal, Canada, H3T 1J4; Centre de Recherche de l'Institut Universitaire de Gériatrie de Montréal, 4565 Chemin Queen-Mary, Montreal, Canada, H3W 1W5; Centre for Research in Aging, Donald Berman Maimonides Geriatric Centre, 5795 Caldwell Avenue, Montreal, Canada, H4W 1W3
| | - Stéphane Potvin
- Centre de recherche de l'Institut Universitaire en Santé Mentale de Montréal, 7331 Hochelaga, Montreal, Canada, H1N 3V2; Department of Psychiatry, University de Montréal, 2900 boulevard Édouard-Montpetit, Montreal, Canada, H3T 1J4.
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10
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Saperia S, Da Silva S, Siddiqui I, Agid O, Daskalakis ZJ, Ravindran A, Voineskos AN, Zakzanis KK, Remington G, Foussias G. Reward-driven decision-making impairments in schizophrenia. Schizophr Res 2019; 206:277-283. [PMID: 30442476 DOI: 10.1016/j.schres.2018.11.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 11/01/2018] [Accepted: 11/03/2018] [Indexed: 11/25/2022]
Abstract
The ability to use feedback to guide optimal decision-making is essential for goal-directed behaviour. While impairments in feedback-driven decision-making have been associated with schizophrenia and depression, this has been examined primarily in the context of binary probabilistic choice paradigms. In real-world decision-making, however, individuals must make choices when there are more than two competing options that vary in the frequency and magnitude of potential rewards and losses. Thus, the current study examined win-stay/lose-shift (WSLS) behaviour on the Iowa Gambling Task (IGT) in order to evaluate the influence of immediate rewards and losses in guiding real-world decision-making in patients with schizophrenia and major depressive disorder. Fifty-one patients with schizophrenia, 43 patients with major depressive disorder, and 51 healthy controls completed the IGT, as well as a series of clinical and cognitive measures. WSLS was assessed by quantifying trial-by-trial behaviour following rewards and losses on the IGT. Multivariate analyses of variance revealed that patients with schizophrenia demonstrated intact lose-shift behaviour, but significantly reduced win-stay rates compared to healthy controls. In contrast, no WSLS impairments emerged in the depressed group. Win-stay impairments in the schizophrenia group were significantly related to deficits in motivation and cognition. Patients with schizophrenia exhibit impaired reward-driven decision-making in the context of multiple choices with concurrent rewards and losses, and this appears to be driven by a reduced propensity for advantageous win-stay behaviour. With the importance of reward learning and decision-making in generating goal-directed behaviour, these findings suggest a potential mechanism contributing to the motivation deficits seen in schizophrenia.
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Affiliation(s)
- Sarah Saperia
- Centre for Addiction and Mental Health, Toronto, Canada.
| | - Susana Da Silva
- Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Ishraq Siddiqui
- Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Ofer Agid
- Centre for Addiction and Mental Health, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Z Jeff Daskalakis
- Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Arun Ravindran
- Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Aristotle N Voineskos
- Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | | | - Gary Remington
- Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - George Foussias
- Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
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11
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Yilmaz S, Kafadar H. Investigating the relationship between decision-making processes and cognitive processes, personality traits, and affect via the structural equation model in young adults. APPLIED NEUROPSYCHOLOGY-ADULT 2019; 27:558-569. [PMID: 30849236 DOI: 10.1080/23279095.2019.1576690] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Selin Yilmaz
- Department of Psychology, Adana Science and Technology University, Adana, Turkey
| | - Hatice Kafadar
- Department of Psychology, Abant Izzet Baysal University, Bolu, Turkey
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12
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Betz LT, Brambilla P, Ilankovic A, Premkumar P, Kim MS, Raffard S, Bayard S, Hori H, Lee KU, Lee SJ, Koutsouleris N, Kambeitz J. Deciphering reward-based decision-making in schizophrenia: A meta-analysis and behavioral modeling of the Iowa Gambling Task. Schizophr Res 2019; 204:7-15. [PMID: 30262254 DOI: 10.1016/j.schres.2018.09.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 08/26/2018] [Accepted: 09/11/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND Patients with schizophrenia (SZP) have been reported to exhibit impairments in reward-based decision-making, but results are heterogeneous with multiple potential confounds such as age, intelligence level, clinical symptoms or medication, making it difficult to evaluate the robustness of these impairments. METHODS We conducted a meta-analysis of studies comparing the performance of SZP and healthy controls (HC) in the Iowa Gambling Task (IGT) as well as comprehensive analyses based on subject-level data (n = 303 SZP, n = 188 HC) to investigate reward-based decision-making in SZP. To quantify differences in the influence of individual deck features (immediate gain, gain frequency, net loss) between SZP and HC, we additionally employed a least-squares model. RESULTS SZP showed statistically significant suboptimal decisions as indicated by disadvantageous deck choices (d from 0.51 to −0.62) and lower net scores (d from −0.35 to −1.03) in a meta-analysis of k = 29 samples (n = 1127 SZP, n = 1149 HC) and these results were confirmed in a complementary subject-level analysis. Moreover, decision-making in SZP was characterized by a relative overweighting of immediate gain and net losses and an underweighting of gain frequency. Moderator analyses revealed that in part, decision-making in the IGT was moderated by intelligence level, medication and general symptom scores. CONCLUSION Our results indicate robust impairments in reward-based decision-making in SZP and suggest that decreased cognitive resources, such as working memory, may contribute to these alterations.
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Affiliation(s)
- Linda T Betz
- Department of Psychiatry, Ludwig-Maximilian-University Munich, Munich, Germany.
| | - Paolo Brambilla
- Scientific Institute IRCCS "E. Medea", Bosisio Parini, Lecco, Italy.
| | - Andrej Ilankovic
- Psychiatry Clinic, Clinical Center of Serbia, University of Belgrade, Belgrade, Serbia
| | - Preethi Premkumar
- Department of Psychology, School of Social Sciences, Nottingham Trent University, Nottingham, UK.
| | - Myung-Sun Kim
- Department of Psychology, Sungshin Women's University, Seoul, Republic of Korea.
| | - Stéphane Raffard
- University Department of Adult Psychiatry, La Colombière Hospital, CHRU Montpellier, Montpellier, France; Laboratoire Epsylon, EA 4556, Université Paul Valéry Montpellier 3, Montpellier, France.
| | - Sophie Bayard
- Laboratoire Epsylon, EA 4556, Université Paul Valéry Montpellier 3, Montpellier, France.
| | - Hikaru Hori
- Department of Psychiatry, University of Occupational and Environmental Health, 1-1 Iseigaoka, Yahatanishi-ku, Kitakyushu, Fukuoka 8078555, Japan.
| | - Kyoung-Uk Lee
- Department of Psychiatry, Uijeongbu St. Mary's Hospital, The Catholic University of Korea, College of Medicine, Uijeongbu, Republic of Korea.
| | - Seung Jae Lee
- Department of Psychiatry, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | | | - Joseph Kambeitz
- Department of Psychiatry, Ludwig-Maximilian-University Munich, Munich, Germany.
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13
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Woodrow A, Sparks S, Bobrovskaia V, Paterson C, Murphy P, Hutton P. Decision-making ability in psychosis: a systematic review and meta-analysis of the magnitude, specificity and correlates of impaired performance on the Iowa and Cambridge Gambling Tasks. Psychol Med 2019; 49:32-48. [PMID: 30246669 DOI: 10.1017/s0033291718002660] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
To identify factors which may help or hinder decision-making ability in people with psychosis, we did a systematic review and meta-analysis of their performance on the Iowa and Cambridge Gambling Tasks. Analysis of 47 samples found they had moderately poorer performance than healthy individuals (N = 4264, g = -0.57, 95% confidence interval (CI) -0.66 to -0.48). Few studies (k = 8) used non-psychotic clinical comparator groups, although very low-quality evidence (k = 3) found people with bipolar disorder may perform better. Negative symptoms (k = 13, N = 648, r = -0.17, 95% CI -0.26 to -0.07) and lower IQ (k = 11, N = 525, r = 0.20, 95% CI 0.29-0.10), but not positive symptoms (k = 10, N = 512, r = -0.01, 95% CI -0.11 to 0.08), each had small-moderate associations with poorer decision-making. Lower quality evidence suggested general symptoms, working memory, social functioning, awareness of emotional responses to information, and attentional bias towards gain are associated with decision-making, but not education, executive functioning or overall symptoms. Meta-regression suggested an inverse association between decision-making and depression severity (k = 6, Q = 6.41, R2 100%, p = 0.01). Those taking first-generation (k = 6, N = 305, g = -0.17, 95% CI -0.40 to 0.06, p = 0.147) or low-dose antipsychotics (k = 5, N = 442, g = -0.19, 95% CI -0.44 to 0.06, p = 0.139) had unimpaired decision-making. Although meta-regression found no linear association between dose and performance, non-reporting of the dose was common and associated with larger impairments (k = 46, Q = 4.71, R2 14%, p = 0.03). Those supporting people with psychosis to make decisions, including treatment decisions, should consider the potential effect of these factors. Interventionist-causal trials are required to test whether reducing antipsychotic dose and treating anxiety and depression can improve decision-making in this group.
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Affiliation(s)
- Amanda Woodrow
- School of Health and Social Care, Edinburgh Napier University,Edinburgh,UK
| | - Sarah Sparks
- School of Health in Social Science, University of Edinburgh,Edinburgh,UK
| | | | - Charlotte Paterson
- School of Health and Social Care, Edinburgh Napier University,Edinburgh,UK
| | - Philip Murphy
- School of Health and Social Care, Edinburgh Napier University,Edinburgh,UK
| | - Paul Hutton
- School of Health and Social Care, Edinburgh Napier University,Edinburgh,UK
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Haines N, Vassileva J, Ahn WY. The Outcome-Representation Learning Model: A Novel Reinforcement Learning Model of the Iowa Gambling Task. Cogn Sci 2018; 42:2534-2561. [PMID: 30289167 PMCID: PMC6286201 DOI: 10.1111/cogs.12688] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Revised: 05/23/2018] [Accepted: 08/29/2018] [Indexed: 11/27/2022]
Abstract
The Iowa Gambling Task (IGT) is widely used to study decision-making within healthy and psychiatric populations. However, the complexity of the IGT makes it difficult to attribute variation in performance to specific cognitive processes. Several cognitive models have been proposed for the IGT in an effort to address this problem, but currently no single model shows optimal performance for both short- and long-term prediction accuracy and parameter recovery. Here, we propose the Outcome-Representation Learning (ORL) model, a novel model that provides the best compromise between competing models. We test the performance of the ORL model on 393 subjects' data collected across multiple research sites, and we show that the ORL reveals distinct patterns of decision-making in substance-using populations. Our work highlights the importance of using multiple model comparison metrics to make valid inference with cognitive models and sheds light on learning mechanisms that play a role in underweighting of rare events.
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Affiliation(s)
- Nathaniel Haines
- Department of Psychology, The Ohio State University, Columbus, OH
| | - Jasmin Vassileva
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA
| | - Woo-Young Ahn
- Department of Psychology, The Ohio State University, Columbus, OH
- Department of Psychology, Seoul National University, Seoul, Korea
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15
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Smayda KE, Worthy DA, Chandrasekaran B. Better late than never (or early): Music training in late childhood is associated with enhanced decision-making. PSYCHOLOGY OF MUSIC 2018; 46:734-748. [PMID: 34385757 PMCID: PMC8356733 DOI: 10.1177/0305735617723721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Decision-making is critical to everyday life. Here we ask: to what extent does music training benefit decision-making? Supported by strong associations between music training and enhanced cross-domain skills, we hypothesize that musicians may show decision-making advantages relative to non-musicians. Prior work has also argued for a "critical period" for cross-domain plasticity such that beginning music training early enhances sensorimotor brain regions that mature early in life. Given that brain regions supporting decision-making begin maturing late in childhood, we hypothesized that an advantage in decision-making may only be present in musicians who began music training later in childhood. To test this hypothesis, young adults who began music training before and after 8 years of age (early-trained musicians, ET; late-trained musicians, LT, respectively) and non-musicians (NM) performed a decision-making task. We found a decision-making advantage in LT relative to ET and NM. To better understand the mechanism of the LT advantage, we conducted computational modeling on participant responses and found that LT were less biased by recent outcomes and incorporated longer strings of outcomes when deciding among the choice options. These results tentatively suggest that music training may confer decision-making enhancements, and carry strong implications for the utility of music training in childhood.
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Affiliation(s)
- Kirsten E Smayda
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
| | - Darrell A Worthy
- Department of Psychology, Texas A&M University, College Station, TX, USA
| | - Bharath Chandrasekaran
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
- Department of Communication Sciences and Disorders, The University of Texas at Austin, Austin, TX, USA
- Department of Linguistics, The University of Texas at Austin, Austin, TX, USA
- Institute for Neuroscience, The University of Texas at Austin, Austin, TX, USA
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16
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Lambert C, Da Silva S, Ceniti AK, Rizvi SJ, Foussias G, Kennedy SH. Anhedonia in depression and schizophrenia: A transdiagnostic challenge. CNS Neurosci Ther 2018; 24:615-623. [PMID: 29687627 DOI: 10.1111/cns.12854] [Citation(s) in RCA: 86] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 03/10/2018] [Accepted: 03/12/2018] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Anhedonia, as a dysregulation of the reward circuit, is present in both Major Depressive Disorder (MDD) and schizophrenia (SZ). AIMS To elucidate the clinical and neurobiological differences between schizophrenia (SZ) and depression (MDD) in regard to anhedonia, while reconciling the challenges and benefits of assessing anhedonia as a transdiagnostic feature under the Research Domain Criteria (RDoC) framework. METHODS In this review, we summarize data from publications examining anhedonia or its underlying reward deficits in SZ and MDD. A literature search was conducted in OVID Medline, PsycINFO and EMBASE databases between 2000 and 2017. RESULTS While certain subgroups share commonalities, there are also important differences. SZ may be characterized by a disorganization, rather than a deficiency, in reward processing and cognitive function, including inappropriate energy expenditure and focus on irrelevant cues. In contrast, MDD has been characterized by deficits in anticipatory pleasure, development of reward associations, and integration of information from past experience. Understanding the roles of neurotransmitters and aberrant brain circuitry is necessary to appreciate differences in reward function in SZ and MDD. CONCLUSION Anhedonia as a clinical presentation of reward circuit dysregulation is an important and relatively undertreated symptom of both SZ and MDD. In order to improve patient outcomes and quality of life, it is important to consider how anhedonia fits into both diagnoses.
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Affiliation(s)
- Clare Lambert
- Arthur Sommer Rotenberg Suicide and Depression Studies Program, St. Michael's Hospital, Toronto, ON, Canada.,Royal College of Surgeons in Ireland, School of Medicine, Dublin, Ireland
| | - Susana Da Silva
- Centre for Addiction and Mental Health, Toronto, ON, Canada.,Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Amanda K Ceniti
- Arthur Sommer Rotenberg Suicide and Depression Studies Program, St. Michael's Hospital, Toronto, ON, Canada.,Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Sakina J Rizvi
- Arthur Sommer Rotenberg Suicide and Depression Studies Program, St. Michael's Hospital, Toronto, ON, Canada.,Institute of Medical Science, University of Toronto, Toronto, ON, Canada.,Mental Health and Addiction Service, St. Michael's Hospital, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - George Foussias
- Centre for Addiction and Mental Health, Toronto, ON, Canada.,Institute of Medical Science, University of Toronto, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Sidney H Kennedy
- Arthur Sommer Rotenberg Suicide and Depression Studies Program, St. Michael's Hospital, Toronto, ON, Canada.,Institute of Medical Science, University of Toronto, Toronto, ON, Canada.,Mental Health and Addiction Service, St. Michael's Hospital, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
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17
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Nicotine-dopamine-transporter interactions during reward-based decision making. Eur Neuropsychopharmacol 2016; 26:938-47. [PMID: 27112968 DOI: 10.1016/j.euroneuro.2016.03.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 03/04/2016] [Accepted: 03/19/2016] [Indexed: 12/28/2022]
Abstract
Our everyday-life comprises a multitude of decisions that we take whilst trying to maximize advantageous outcomes, limit risks and update current needs. The cognitive processes that guide decision making as well as the brain circuits they are based on are only poorly understood. Numerous studies point to a potential role of dopamine and nicotine in decision making but less is known about their interactions. Here, 26 healthy male subjects performed the Iowa Gambling Task (IGT) in two sessions following the administration of either nicotine or placebo. Striatal dopamine transporter (DAT) binding was measured by single-photon emission computed tomography (SPECT). Results indicate that lower DAT levels were associated with better performance in the IGT (p=0.0004). Cognitive modelling analysis using the prospect valence learning (PVL) model indicated that low DAT subjects' performance deteriorated following nicotine administration as indicated by an increased learning rate and a decreased response consistency. Our results shed light on the neurochemistry underlying reward-based decision making in humans by demonstrating a significant interaction between nicotine and the DAT. The observed interaction is consistent with the hypothesized associations between DAT expression and extracellular dopamine levels, suggestive of an inverted U-shape relationship between baseline dopamine and magnitude in response to a pro-dopaminergic compound. Our findings are of particular interest in the context of psychiatric disorders where aberrant decision making represents a part of the core symptomatology, such as addiction, schizophrenia or depression.
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18
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Albrecht MA, Waltz JA, Cavanagh JF, Frank MJ, Gold JM. Reduction of Pavlovian Bias in Schizophrenia: Enhanced Effects in Clozapine-Administered Patients. PLoS One 2016; 11:e0152781. [PMID: 27044008 PMCID: PMC4833478 DOI: 10.1371/journal.pone.0152781] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Accepted: 03/19/2016] [Indexed: 11/18/2022] Open
Abstract
The negative symptoms of schizophrenia (SZ) are associated with a pattern of reinforcement learning (RL) deficits likely related to degraded representations of reward values. However, the RL tasks used to date have required active responses to both reward and punishing stimuli. Pavlovian biases have been shown to affect performance on these tasks through invigoration of action to reward and inhibition of action to punishment, and may be partially responsible for the effects found in patients. Forty-five patients with schizophrenia and 30 demographically-matched controls completed a four-stimulus reinforcement learning task that crossed action ("Go" or "NoGo") and the valence of the optimal outcome (reward or punishment-avoidance), such that all combinations of action and outcome valence were tested. Behaviour was modelled using a six-parameter RL model and EEG was simultaneously recorded. Patients demonstrated a reduction in Pavlovian performance bias that was evident in a reduced Go bias across the full group. In a subset of patients administered clozapine, the reduction in Pavlovian bias was enhanced. The reduction in Pavlovian bias in SZ patients was accompanied by feedback processing differences at the time of the P3a component. The reduced Pavlovian bias in patients is suggested to be due to reduced fidelity in the communication between striatal regions and frontal cortex. It may also partially account for previous findings of poorer "Go-learning" in schizophrenia where "Go" responses or Pavlovian consistent responses are required for optimal performance. An attenuated P3a component dynamic in patients is consistent with a view that deficits in operant learning are due to impairments in adaptively using feedback to update representations of stimulus value.
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Affiliation(s)
- Matthew A. Albrecht
- Maryland Psychiatric Research Center, Department of Psychiatry, School of
Medicine, University of Maryland, Baltimore, Maryland, United States of
America
- School of Public Health, Faculty of Health Sciences, Curtin University,
Perth, Western Australia, Australia
- Curtin Health Innovation Research Institute—Biosciences, Curtin
University, Perth, Western Australia, Australia
- * E-mail: ;
| | - James A. Waltz
- Maryland Psychiatric Research Center, Department of Psychiatry, School of
Medicine, University of Maryland, Baltimore, Maryland, United States of
America
| | - James F. Cavanagh
- Department of Psychology, University of New Mexico, Albuquerque, New
Mexico, United States of America
| | - Michael J. Frank
- Department of Cognitive, Linguistic and Psychological Sciences, Brown
University, Providence, Rhode Island, United States of America
- Department of Psychiatry and Brown Institute for Brain Science, Brown
University, Providence, Rhode Island, United States of America
| | - James M. Gold
- Maryland Psychiatric Research Center, Department of Psychiatry, School of
Medicine, University of Maryland, Baltimore, Maryland, United States of
America
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19
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Nanda P, Tandon N, Mathew IT, Padmanabhan JL, Clementz BA, Pearlson GD, Sweeney JA, Tamminga CA, Keshavan MS. Impulsivity across the psychosis spectrum: Correlates of cortical volume, suicidal history, and social and global function. Schizophr Res 2016; 170:80-6. [PMID: 26711526 DOI: 10.1016/j.schres.2015.11.030] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 11/24/2015] [Accepted: 11/30/2015] [Indexed: 11/26/2022]
Abstract
Patients with psychotic disorders appear to exhibit greater impulsivity-related behaviors relative to healthy controls. However, the neural underpinning of this impulsivity remains uncertain. Furthermore, it remains unclear how impulsivity might differ or be conserved between psychotic disorder diagnoses in mechanism and manifestation. In this study, self-reported impulsivity, measured by Barratt Impulsiveness Scale (BIS), was compared between 305 controls (HC), 139 patients with schizophrenia (SZ), 100 with schizoaffective disorder (SZA), and 125 with psychotic bipolar disorder (PBP). In each proband group, impulsivity was associated with regional cortical volumes (using FreeSurfer analysis of T1 MRI scans), suicide attempt history, Global Assessment of Functioning (GAF), and Social Functioning Scale (SFS). BIS scores were found to differ significantly between participant groups, with SZA and PBP exhibiting significantly higher impulsivity than SZ, which exhibited significantly higher impulsivity than HC. BIS scores were significantly related to suicide attempt history, and they were inversely associated with GAF, SFS, and bilateral orbitofrontal cortex (OFC) volume in both SZA and PBP, but not SZ. These findings indicate that psychotic disorders, particularly those with prominent affective symptoms, are characterized by elevated self-reported impulsivity measures. Impulsivity's correlations with suicide attempt history, GAF, and SFS suggest that impulsivity may be a mediator of clinical outcome. The observed impulsivity-OFC correlations corroborate the importance of OFC deficits in impulsivity. These correlations' presence in SZA and PBP but not in SZ suggests that impulsivity may have different underlying mechanisms in affective and non-affective psychotic disorders.
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Affiliation(s)
- Pranav Nanda
- College of Physicians & Surgeons, Columbia University Medical Center, New York, NY, USA
| | - Neeraj Tandon
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA; Baylor College of Medicine, Texas Medical Center, Houston, TX, USA
| | - Ian T Mathew
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Jaya L Padmanabhan
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Neurology, McLean Hospital, Belmont, MA, USA
| | - Brett A Clementz
- Department of Psychology, BioImaging Research Center, University of Georgia, Athens, GA, USA; Department of Neuroscience, BioImaging Research Center, University of Georgia, Athens, GA, USA
| | - Godfrey D Pearlson
- Olin Neuropsychiatry Research Center, Institute of Living, Hartford, CT, USA; Departments of Psychiatry and Neurobiology, Yale University School of Medicine, New Haven, CT, USA
| | - John A Sweeney
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Carol A Tamminga
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Matcheri S Keshavan
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
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20
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Kim MS, Kang BN, Lim JY. Decision-making deficits in patients with chronic schizophrenia: Iowa Gambling Task and Prospect Valence Learning model. Neuropsychiatr Dis Treat 2016; 12:1019-27. [PMID: 27175079 PMCID: PMC4854237 DOI: 10.2147/ndt.s103821] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
PURPOSE Decision-making is the process of forming preferences for possible options, selecting and executing actions, and evaluating the outcome. This study used the Iowa Gambling Task (IGT) and the Prospect Valence Learning (PVL) model to investigate deficits in risk-reward related decision-making in patients with chronic schizophrenia, and to identify decision-making processes that contribute to poor IGT performance in these patients. MATERIALS AND METHODS Thirty-nine patients with schizophrenia and 31 healthy controls participated. Decision-making was measured by total net score, block net scores, and the total number of cards selected from each deck of the IGT. PVL parameters were estimated with the Markov chain Monte Carlo sampling scheme in OpenBugs and BRugs, its interface to R, and the estimated parameters were analyzed with the Mann-Whitney U-test. RESULTS The schizophrenia group received significantly lower total net scores compared to the control group. In terms of block net scores, an interaction effect of group × block was observed. The block net scores of the schizophrenia group did not differ across the five blocks, whereas those of the control group increased as the blocks progressed. The schizophrenia group obtained significantly lower block net scores in the fourth and fifth blocks of the IGT and selected cards from deck D (advantageous) less frequently than the control group. Additionally, the schizophrenia group had significantly lower values on the utility-shape, loss-aversion, recency, and consistency parameters of the PVL model. CONCLUSION These results indicate that patients with schizophrenia experience deficits in decision-making, possibly due to failure in learning the expected value of each deck, and incorporating outcome experiences of previous trials into expectancies about options in the present trial.
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Affiliation(s)
- Myung-Sun Kim
- Department of Psychology, Sungshin Women's University, Seoul, Republic of Korea
| | - Bit-Na Kang
- Department of Psychology, Sungshin Women's University, Seoul, Republic of Korea
| | - Jae Young Lim
- Department of Psychiatry, Keyo Medical Foundation, Keyo Hospital, Uiwang, Republic of Korea
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21
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Koritzky G, Rice C, Dieterle C, Bechara A. The Biggest Loser Thinks Long-Term: Recency as a Predictor of Success in Weight Management. Front Psychol 2015; 6:1864. [PMID: 26696930 PMCID: PMC4672063 DOI: 10.3389/fpsyg.2015.01864] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2015] [Accepted: 11/17/2015] [Indexed: 01/14/2023] Open
Abstract
Only a minority of participants in behavioral weight management lose weight significantly. The ability to predict who is likely to benefit from weight management can improve the efficiency of obesity treatment. Identifying predictors of weight loss can also reveal potential ways to improve existing treatments. We propose a neuro-psychological model that is focused on recency: the reliance on recent information at the expense of time-distant information. Forty-four weight-management patients completed a decision-making task and their recency level was estimated by a mathematical model. Impulsivity and risk-taking were also measured for comparison. Weight loss was measured in the end of the 16-week intervention. Consistent with our hypothesis, successful dieters (n = 12) had lower recency scores than unsuccessful ones (n = 32; p = 0.006). Successful and unsuccessful dieters were similar in their demographics, intelligence, risk taking, impulsivity, and delay of gratification. We conclude that dieters who process time-distant information in their decision making are more likely to lose weight than those who are high in recency. We argue that having low recency facilitates future-oriented thinking, and thereby contributes to behavior change treatment adherence. Our findings underline the importance of choosing the right treatment for every individual, and outline a way to improve weight-management processes for more patients.
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Affiliation(s)
- Gilly Koritzky
- American School of Professional Psychology, Argosy University, Orange County Orange, CA, USA
| | - Chantelle Rice
- Division of Occupational Science and Occupational Therapy, University of Southern California Los Angeles, CA, USA
| | - Camille Dieterle
- Division of Occupational Science and Occupational Therapy, University of Southern California Los Angeles, CA, USA
| | - Antoine Bechara
- American School of Professional Psychology, Argosy University, Orange County Orange, CA, USA ; Department of Psychology, University of Southern California, Los Angeles CA, USA ; Department of Neurology, University of Iowa Iowa City, IA, USA
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22
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23
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Gorka SM, Phan KL, Shankman SA. Convergence of EEG and fMRI measures of reward anticipation. Biol Psychol 2015; 112:12-9. [PMID: 26394333 DOI: 10.1016/j.biopsycho.2015.09.007] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Revised: 08/19/2015] [Accepted: 09/17/2015] [Indexed: 02/07/2023]
Abstract
Deficits in reward anticipation are putative mechanisms for multiple psychopathologies. Research indicates that these deficits are characterized by reduced left (relative to right) frontal electroencephalogram (EEG) activity and blood oxygenation level-dependent (BOLD) signal abnormalities in mesolimbic and prefrontal neural regions during reward anticipation. Although it is often assumed that these two measures capture similar mechanisms, no study to our knowledge has directly examined the convergence between frontal EEG alpha asymmetry and functional magnetic resonance imaging (fMRI) during reward anticipation in the same sample. Therefore, the aim of the current study was to investigate if and where in the brain frontal EEG alpha asymmetry and fMRI measures were correlated in a sample of 40 adults. All participants completed two analogous reward anticipation tasks--once during EEG data collection and the other during fMRI data collection. Results indicated that the two measures do converge and that during reward anticipation, increased relative left frontal activity is associated with increased left anterior cingulate cortex (ACC)/medial prefrontal cortex (mPFC) and left orbitofrontal cortex (OFC) activation. This suggests that the two measures may similarly capture PFC functioning, which is noteworthy given the role of these regions in reward processing and the pathophysiology of disorders such as depression and schizophrenia.
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Affiliation(s)
- Stephanie M Gorka
- University of Illinois-Chicago, Department of Psychology, 1007 West Harrison St. (M/C 285), Chicago, IL 60607, USA; University of Illinois-Chicago, Department of Psychiatry, 1747 West Roosevelt Road, Chicago, IL 60608, USA
| | - K Luan Phan
- University of Illinois-Chicago, Department of Psychology, 1007 West Harrison St. (M/C 285), Chicago, IL 60607, USA; University of Illinois-Chicago, Department of Psychiatry, 1747 West Roosevelt Road, Chicago, IL 60608, USA; Jesse Brown VA Medical Center, Mental Health Service Line, 820 S. Damen Avenue, Chicago, IL 60612, USA; University of Illinois-Chicago, Department of Anatomy and Cell Biology, 808 S. Wood Street, Chicago, IL 60612, USA
| | - Stewart A Shankman
- University of Illinois-Chicago, Department of Psychology, 1007 West Harrison St. (M/C 285), Chicago, IL 60607, USA.
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24
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Data from 617 Healthy Participants Performing the Iowa Gambling Task: A “Many Labs” Collaboration. JOURNAL OF OPEN PSYCHOLOGY DATA 2015. [DOI: 10.5334/jopd.ak] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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25
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Premkumar P, Fannon D, Sapara A, Peters ER, Anilkumar AP, Simmons A, Kuipers E, Kumari V. Orbitofrontal cortex, emotional decision-making and response to cognitive behavioural therapy for psychosis. Psychiatry Res 2015; 231:298-307. [PMID: 25659473 PMCID: PMC4834460 DOI: 10.1016/j.pscychresns.2015.01.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2014] [Revised: 11/06/2014] [Accepted: 01/13/2015] [Indexed: 12/19/2022]
Abstract
Grey matter volume (GMV) in the orbitofrontal cortex (OFC) may relate to better response to cognitive behavioural therapy for psychosis (CBTp) because of the region׳s role in emotional decision-making and cognitive flexibility. This study aimed to determine the relation between pre-therapy OFC GMV or asymmetry, emotional decision-making and CBTp responsiveness. Emotional decision-making was measured by the Iowa Gambling task (IGT). Thirty patients received CBTp+standard care (CBTp+SC; 25 completers) for 6-8 months. All patients (before receiving CBTp) and 25 healthy participants underwent structural magnetic resonance imaging. Patients׳ symptoms were assessed before and after therapy. Pre-therapy OFC GMV was measured using a region-of-interest approach, and IGT performance was measured as overall learning, attention to reward, memory for past outcomes and choice consistency. Both these measures, were comparable between patient and healthy groups. In the CBTp+SC group, greater OFC GMV correlated with positive symptom improvement, specifically hallucinations and persecution. Greater rightward OFC asymmetry correlated with improvement in several negative and general psychopathology symptoms. Greater left OFC GMV was associated with lower IGT attention to reward. The findings suggest that greater OFC volume and rightward asymmetry, which maintain the OFC׳s function in emotional decision-making and cognitive flexibility, are beneficial for CBTp responsiveness.
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Affiliation(s)
- Preethi Premkumar
- Division of Psychology, School of Social Sciences, Nottingham Trent University, Nottingham, UK.
| | - Dominic Fannon
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King׳s College London, London, UK
| | - Adegboyega Sapara
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King׳s College London, London, UK
| | - Emmanuelle R. Peters
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King׳s College London, London, UK,NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust, London, UK
| | | | - Andrew Simmons
- NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust, London, UK,Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King׳s College London, UK
| | - Elizabeth Kuipers
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King׳s College London, London, UK,NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust, London, UK
| | - Veena Kumari
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King׳s College London, London, UK,NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust, London, UK
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Matsuzawa D, Shirayama Y, Niitsu T, Hashimoto K, Iyo M. Deficits in emotion based decision-making in schizophrenia; a new insight based on the Iowa Gambling Task. Prog Neuropsychopharmacol Biol Psychiatry 2015; 57:52-9. [PMID: 25455588 DOI: 10.1016/j.pnpbp.2014.10.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2014] [Revised: 10/03/2014] [Accepted: 10/16/2014] [Indexed: 10/24/2022]
Abstract
BACKGROUND Defective decision-making is a symptom of impaired cognitive function observed in patients with schizophrenia. Impairment on the Iowa Gambling Task (IGT) has been reported in patients with schizophrenia, but these results are inconsistent among studies. METHODS We differentiated subjects based on whether they expressed certainty at having deciphered an advantageous strategy in the course of the task. We investigated this impairment using the IGT in patients with schizophrenia and performed analysis different to standard advantageous decks minus disadvantageous decks in all 100 card choices, [C+D]-[A+B](1-100). We examined the effects on behavior after receiving a big penalty. RESULTS Results were dependent on participants utilizing with or without certainty, the best strategy for positive gain. Schizophrenic patients without certainty failed to show card choice shift, from disadvantageous to advantageous decks. Differences in card choices on the IGT were clearly shown between patients with schizophrenia and normal controls by the use of improvement from block 1 to blocks 3-5, [C+D]-[A+B]([41-100]-[1-20]) (P<0.001), rather than by the composite value of blocks 3-5, [C+D]-[A+B](41-100) (P=0.011). The deficit of emotion-based learning in schizophrenia without uncertainty were related to scores on the SANS and S5 attention. In addition, S1 affective flattering and S4 anhedonia-asociality were also related to these deficits. For a while, normal controls showed a smooth shift from disadvantageous to advantageous decks after big penalties, with or without a certainty for strategy. However, patients with schizophrenia failed to show switching from disadvantageous to advantageous decks, even after big penalties, under the same conditions. CONCLUSIONS Our results highlight certainty of strategy and behavior after a big penalty, as two points of difference between patients with schizophrenia and normal controls in the accumulation of net scores.
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Affiliation(s)
- Daisuke Matsuzawa
- Department of Cognitive Behavioral Physiology, Chiba University Graduate School of Medicine, Chiba, Japan; Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Yukihiko Shirayama
- Department of Psychiatry, Teikyo University Chiba Medical Center, Ichihara, Japan; Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan.
| | - Tomihisa Niitsu
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Kenji Hashimoto
- Division of Clinical Neuroscience, Chiba University Center for Forensic Mental Health, Chiba, Japan
| | - Masaomi Iyo
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan
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Mechanisms Underlying Motivational Deficits in Psychopathology: Similarities and Differences in Depression and Schizophrenia. Curr Top Behav Neurosci 2015; 27:411-49. [PMID: 26026289 DOI: 10.1007/7854_2015_376] [Citation(s) in RCA: 140] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Motivational and hedonic impairments are core aspects of a variety of types of psychopathology. These impairments cut across diagnostic categories and may be critical to understanding major aspects of the functional impairments accompanying psychopathology. Given the centrality of motivational and hedonic systems to psychopathology, the Research Domain Criteria (RDoC) initiative includes a "positive valence" systems domain that outlines a number of constructs that may be key to understanding the nature and mechanisms of motivational and hedonic impairments in psychopathology. These component constructs include initial responsiveness to reward, reward anticipation or expectancy, incentive or reinforcement learning, effort valuation, and action selection. Here, we review behavioral and neuroimaging studies providing evidence for impairments in these constructs in individuals with psychosis versus in individuals with depressive pathology. There are important differences in the nature of reward-related and hedonic deficits associated with psychosis versus depression that have major implications for our understanding of etiology and treatment development. In particular, the literature strongly suggests the presence of impairments in in-the-moment hedonics or "liking" in individuals with depressive pathology, particularly among those who experience anhedonia. Such deficits may propagate forward and contribute to impairments in other constructs that are dependent on hedonic responses, such as anticipation, learning, effort, and action selection. Such hedonic impairments could reflect alterations in dopamine and/or opioid signaling in the striatum related to depression or specifically to anhedonia in depressed populations. In contrast, the literature points to relatively intact in-the-moment hedonic processing in psychosis, but provides much evidence for impairments in other components involved in translating reward to action selection. Particularly, individuals with schizophrenia exhibit altered reward prediction and associated striatal and prefrontal activation, impaired reward learning, and impaired reward-modulated action selection.
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Koritzky G, Dieterle C, Rice C, Jordan K, Bechara A. Decision-making, sensitivity to reward and attrition in weight management. Obesity (Silver Spring) 2014; 22:1904-9. [PMID: 24771588 PMCID: PMC4115036 DOI: 10.1002/oby.20770] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2014] [Accepted: 04/10/2014] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Attrition is a common problem in weight management. Understanding the risk factors for attrition should enhance professionals' ability to increase completion rates and improve health outcomes for more individuals. A model that draws upon neuropsychological knowledge on reward-sensitivity in obesity and overeating to predict attrition is proposed. METHODS A total of 52 participants in a weight-management program completed a complex decision-making task. Decision-making characteristics-including sensitivity to reward-were further estimated using a quantitative model. Impulsivity and risk-taking measures were also administered. RESULTS Consistent with the hypothesis that sensitivity to reward predicted attrition, program dropouts had higher sensitivity to reward than completers (P < 0.03). No differences were observed between completers and dropouts in initial BMI, age, employment status, or the number of prior weight-loss attempts (P ≥ 0.07). Completers had a slightly higher education level than dropouts, but its inclusion in the model did not increase predictive power. Impulsivity, delay of gratification, and risk taking did not predict attrition, either. CONCLUSIONS Findings link attrition in weight management to the neural mechanisms associated with reward-seeking and related influences on decision-making. Individual differences in the magnitude of response elicited by rewards may account for the relative difficulty experienced by dieters in adhering to treatment.
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Affiliation(s)
- Gilly Koritzky
- Brain and Creativity Institute, University of Southern California
- Department of Psychology, University of Southern California
| | - Camille Dieterle
- Division of Occupational Science and Occupational Therapy, University of Southern California
| | - Chantelle Rice
- Division of Occupational Science and Occupational Therapy, University of Southern California
| | - Katie Jordan
- Division of Occupational Science and Occupational Therapy, University of Southern California
| | - Antoine Bechara
- Brain and Creativity Institute, University of Southern California
- Department of Psychology, University of Southern California
- Department of Neurology, University of Iowa
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The motivation and pleasure dimension of negative symptoms: neural substrates and behavioral outputs. Eur Neuropsychopharmacol 2014; 24:725-36. [PMID: 24461724 PMCID: PMC4020953 DOI: 10.1016/j.euroneuro.2013.06.007] [Citation(s) in RCA: 234] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2013] [Revised: 06/13/2013] [Accepted: 06/23/2013] [Indexed: 12/17/2022]
Abstract
A range of emotional and motivation impairments have long been clinically documented in people with schizophrenia, and there has been a resurgence of interest in understanding the psychological and neural mechanisms of the so-called "negative symptoms" in schizophrenia, given their lack of treatment responsiveness and their role in constraining function and life satisfaction in this illness. Negative symptoms comprise two domains, with the first covering diminished motivation and pleasure across a range of life domains and the second covering diminished verbal and non-verbal expression and communicative output. In this review, we focus on four aspects of the motivation/pleasure domain, providing a brief review of the behavioral and neural underpinnings of this domain. First, we cover liking or in-the-moment pleasure: immediate responses to pleasurable stimuli. Second, we cover anticipatory pleasure or wanting, which involves prediction of a forthcoming enjoyable outcome (reward) and feeling pleasure in anticipation of that outcome. Third, we address motivation, which comprises effort computation, which involves figuring out how much effort is needed to achieve a desired outcome, planning, and behavioral response. Finally, we cover the maintenance emotional states and behavioral responses. Throughout, we consider the behavioral manifestations and brain representations of these four aspects of motivation/pleasure deficits in schizophrenia. We conclude with directions for future research as well as implications for treatment.
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Psychopathological and personality traits underlie decision making in recent onset medication naïve anorexia nervosa: a pilot study. Psychiatry Res 2014; 216:89-96. [PMID: 24512735 DOI: 10.1016/j.psychres.2013.12.052] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2012] [Revised: 12/21/2013] [Accepted: 12/29/2013] [Indexed: 01/08/2023]
Abstract
The Iowa Gambling Task (IGT) analyzes the ability of participants to sacrifice immediate rewards in view of a long term gain. Anorexia Nervosa (AN) in addition to weight loss and body image disturbances is also characterized by the tendency to make decisions that may result in long-term negative outcomes. Studies that analyzed IGT performance in patients with AN were not consistent with each other. Fifteen adolescents with AN and 15 matched controls carried out IGT after being clinically and neuropsychologically evaluated. An interesting generalized estimating equation approach showed that four independent clinical variables, and not the group, explained IGT performances, such as blocks repetition, anxiety, psychogenic eating disorders and self transcendence. The impairment of decision making is not related to the diagnosis of AN, but it is driven by high levels of anxiety and self transcendence. Instead, some psychogenic eating disorders traits, related to illness severity, positively affected IGT performance in the whole sample. IGT impairment in AN found by prior studies could be related to these clinical features which are not always taken into account.
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Xiao L, Koritzky G, Johnson CA, Bechara A. The cognitive processes underlying affective decision-making predicting adolescent smoking behaviors in a longitudinal study. Front Psychol 2013; 4:685. [PMID: 24101911 PMCID: PMC3787307 DOI: 10.3389/fpsyg.2013.00685] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Accepted: 09/11/2013] [Indexed: 11/13/2022] Open
Abstract
This study investigates the relationship between three different cognitive processes underlying the Iowa Gambling Task (IGT) and adolescent smoking behaviors in a longitudinal study. We conducted a longitudinal study of 181 Chinese adolescents in Chengdu City, China. The participants were followed from 10th to 11th grade. When they were in the 10th grade (Time 1), we tested these adolescents' decision-making using the IGT and working memory capacity using the Self-ordered Pointing Test (SOPT). Self-report questionnaires were used to assess school academic performance and smoking behaviors. The same questionnaires were completed again at the 1-year follow-up (Time 2). The Expectancy-Valence (EV) Model was applied to distill the IGT performance into three different underlying psychological components: (i) a motivational component which indicates the subjective weight the adolescents assign to gains vs. losses; (ii) a learning-rate component which indicates the sensitivity to recent outcomes vs. past experiences; and (iii) a response component which indicates how consistent the adolescents are between learning and responding. The subjective weight to gains vs. losses at Time 1 significantly predicted current smokers and current smoking levels at Time 2, controlling for demographic variables and baseline smoking behaviors. Therefore, by decomposing the IGT into three different psychological components, we found that the motivational process of weight gain vs. losses may serve as a neuropsychological marker to predict adolescent smoking behaviors in a general youth population.
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Affiliation(s)
- Lin Xiao
- Department of Psychology, Dana and David Dornsife Cognitive Neuroscience Imaging Center, Brain and Creativity Institute, University of Southern California Los Angeles, CA, USA
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32
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Fond G, Bayard S, Capdevielle D, Del-Monte J, Mimoun N, Macgregor A, Boulenger JP, Gely-Nargeot MC, Raffard S. A further evaluation of decision-making under risk and under ambiguity in schizophrenia. Eur Arch Psychiatry Clin Neurosci 2013; 263:249-57. [PMID: 22639243 DOI: 10.1007/s00406-012-0330-y] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2012] [Accepted: 05/12/2012] [Indexed: 12/01/2022]
Abstract
Abnormal decision-making has been described as a key-concept to understand some behavioral disturbances in schizophrenia. However, whether schizophrenia patients display impairments in profitable decision-making on experimental designs is still controversial (1) to assess performance on decision-making paradigms under ambiguity and under risk conditions in a large sample of schizophrenia patients and (2) to study the impact of clinical variables on decision-making performance in schizophrenia. The Iowa gambling task (IGT) and the game of dice task (GDT) were administered to assess, respectively, decision-making under ambiguity and under risk in 63 schizophrenia patients and 67 healthy controls. In addition, clinical variables (e.g., schizophrenic symptoms, self-reported depression, and impulsivity) were evaluated using appropriate questionnaires the same day. Pharmacological treatments were reported. Schizophrenia patients had impaired performances on both IGT and GDT tasks. No correlation between the decision-making tasks performance and clinical variables was found. Lower gains on the GDT were associated with executive dysfunctioning in schizophrenia. These findings give evidence that schizophrenia patients display impairments in both decision-making under ambiguity and under risk.
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Brambilla P, Perlini C, Bellani M, Tomelleri L, Ferro A, Cerruti S, Marinelli V, Rambaldelli G, Christodoulou T, Jogia J, Dima D, Tansella M, Balestrieri M, Frangou S. Increased salience of gains versus decreased associative learning differentiate bipolar disorder from schizophrenia during incentive decision making. Psychol Med 2013; 43:571-580. [PMID: 22687364 DOI: 10.1017/s0033291712001304] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Abnormalities in incentive decision making, typically assessed using the Iowa Gambling Task (IGT), have been reported in both schizophrenia (SZ) and bipolar disorder (BD). We applied the Expectancy-Valence (E-V) model to determine whether motivational, cognitive and response selection component processes of IGT performance are differentially affected in SZ and BD. METHOD Performance on the IGT was assessed in 280 individuals comprising 70 remitted patients with SZ, 70 remitted patients with BD and 140 age-, sex- and IQ-matched healthy individuals. Based on the E-V model, we extracted three parameters, 'attention to gains or loses', 'expectancy learning' and 'response consistency', that respectively reflect motivational, cognitive and response selection influences on IGT performance. RESULTS Both patient groups underperformed in the IGT compared to healthy individuals. However, the source of these deficits was diagnosis specific. Associative learning underlying the representation of expectancies was disrupted in SZ whereas BD was associated with increased incentive salience of gains. These findings were not attributable to non-specific effects of sex, IQ, psychopathology or medication. CONCLUSIONS Our results point to dissociable processes underlying abnormal incentive decision making in BD and SZ that could potentially be mapped to different neural circuits.
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Affiliation(s)
- P Brambilla
- DISM, Inter-University Centre for Behavioural Neurosciences (ICBN), University of Udine, Italy
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Adida M, Maurel M, Kaladjian A, Fakra E, Lazerges P, Da Fonseca D, Belzeaux R, Cermolacce M, Azorin JM. [Decision-making and schizophrenia]. Encephale 2012; 37 Suppl 2:S110-6. [PMID: 22212839 DOI: 10.1016/s0013-7006(11)70036-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
Abnormalities involving the prefrontal cortex (PFC) have long been postulated to underpin the pathophysiology of schizophrenia. Investigations of PFC integrity have focused mainly on the dorsolateral PFC (DLPFC) and abnormalities in this region have been extensively documented. However, defects in schizophrenia may extend to other prefrontal regions, including the ventromedial PFC (VMPFC), and evidence of VMPFC abnormalities comes from neuropathological, structural and functional studies. Patients with acquired brain injury to the VMPFC display profound disruption of social behaviour and poor judgment in their personal lives. The Iowa Gambling Task (IGT) was developed to assess decision-making in these neurological cases : it presents a series of 100 choices from four card decks that differ in the distribution of rewarding and punishing outcomes. Whilst healthy volunteers gradually develop a preference for the two "safe" decks over the course of the task, patients with VMPFC lesions maintain a preference for the two "risky" decks which are associated with high reinforcement in the short term, but significant long-term debt. Interestingly, damage to VMPFC may cause both poor performance on the IGT and lack of insight concerning the acquired personality modification. Recently, our group reported a trait-related decisionmaking impairment in the three phases of bipolar disorder. In a PET study, VMPFC dysfunction was shown in bipolar manic patients impaired on a decision-making task and an association between decision-making cognition and lack of insight was described in mania. A quantitative association between grey matter volume of VMPFC and memory impairment was previously reported in schizophrenia. Research suggests that lack of insight is a prevalent feature in schizophrenia patients, like auditory hallucinations, paranoid or bizarre delusions, and disorganized speech and thinking. Because schizophrenia is associated with significant social or occupational dysfunction, previous research assessed decision-making function but indicates conflicting results. Thirteen studies have reported impaired IGT performance in patients with schizophrenia and, in seven reports, no significant differences in IGT performance between patient and healthy control groups were found. Those discrepancies may relate to multiple factors. First, most of the studies included small sample size and negative findings may be due to the large variance of net scores. Second, as suggested by Rodríguez-Sánchez et al., there is a wide disparity in performance by control subjects across studies. Third, intelligence quotient (IQ) score and level of education may be correlated with IGT performance, which may explain IGT performance differences in studies that did not control for educational or IQ score. Fourth, only two studies have systematically controlled for substance use disorder, a potential confounder. Fifth, only two studies assessed the impact of antipsychotic (AP) class on performance. Sixth, to our knowledge, no study assessed the impact of AP dosage on decision-making ability, while AP dose-reduction and dopamine increase, might lead to improvements, in cognitive functions in schizophrenia and in IGT performance in bipolar disorder, respectively. Finally, discrepancies between studies may be related to the heterogeneity of diagnostic groups. Two of the negative studies included schizophrenia and schizoaffective disorder while positive studies have generally included only patients with schizophrenia. Nevertheless, some studies that included only patients with schizophrenia failed to find differences between groups. Thus, further research should assess decision-making in schizophrenia by testing a large group of patients with homogeneity of diagnostic, in comparison with a large group of control subjects. Authors should control for IQ or level of education, substance use disorder and smoking status. While it is now accepted that DLPFC defects in schizophrenia may extend to VMPFC, future investigations should test for an association between memory, insight ability and IGT performance and assess the impact of antipsychotic dosage upon performance.
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Affiliation(s)
- M Adida
- Pôle universitaire de psychiatrie, hôpital Sainte-Marguerite, 13274 Marseille cedex 09, France.
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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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Cella M, Dymond S, Cooper A, Turnbull OH. Cognitive decision modelling of emotion-based learning impairment in schizophrenia: the role of awareness. Psychiatry Res 2012; 196:15-9. [PMID: 22349649 DOI: 10.1016/j.psychres.2011.08.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2011] [Revised: 07/15/2011] [Accepted: 08/24/2011] [Indexed: 11/18/2022]
Abstract
Individuals with schizophrenia often lack insight or awareness. Resulting impairment has been observed in various cognitive domains and, recently, linked to problems in emotion-based learning. The Iowa Gambling Task (IGT) has been used to assess emotion-based decision-making in patients with schizophrenia, but results have been inconclusive. The current study further investigates emotion-based decision-making in schizophrenia by elucidating the unique contribution of awareness. Twenty-five patients with schizophrenia and 24 healthy controls were assessed with a modified version of the IGT recording awareness at regular intervals. Symptom assessment, medication and medical history were recorded for the clinical group. Patients with schizophrenia underperformed on the IGT compared to controls. Subjective awareness levels were significantly lower in the schizophrenia group and were associated with hallucination severity. Cognitive decision modelling further indicated that patients with schizophrenia had impaired attention to losses, compared to controls. This parameter was positively correlated with awareness. We also found that positive symptoms altered awareness levels and suggest that this disruption may contribute to sub-optimal decision-making. Overall, a lack of awareness may be an important aspect in understanding impaired social cognitive functioning and emotion-based learning observed in schizophrenia.
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Affiliation(s)
- Matteo Cella
- Department of Psychology, Swansea University, Singleton Park, Swansea, UK.
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Progressive membrane phospholipid changes in first episode schizophrenia with high field magnetic resonance spectroscopy. Psychiatry Res 2012; 201:25-33. [PMID: 22284150 DOI: 10.1016/j.pscychresns.2011.06.017] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2010] [Revised: 06/24/2011] [Accepted: 06/29/2011] [Indexed: 12/22/2022]
Abstract
Patients with a first episode of schizophrenia generally have increased phospholipid membrane breakdown products within the brain, while findings in chronic patients have been inconsistent. In this study we examine progressive changes in phosphorus membrane metabolites in the same patient group through the early years of schizophrenia in brain regions associated with the disease. Sixteen never-treated and medicated first episode schizophrenic patients were assessed at 10 months and 52 months after diagnosis. Sixteen matched volunteers were assessed at baseline and after 35 months. Phospholipid membrane metabolism was assessed with phosphorous magnetic resonance spectroscopy in the thalamus, cerebellum, hippocampus, anterior/posterior cingulate, prefrontal cortex, parieto-occipital cortex, superior temporal gyrus and temporal pole. At 10 months, glycerophosphocholine was increased in the anterior cingulate in patients as compared to controls. Glycerophosphocholine was decreased in the anterior cingulate and increased in the posterior cingulate and left superior temporal gyrus; glycerophosphoethanolamine was decreased in the left thalamus and increased in the left hippocampus within patients over time. At 52 months, compared to controls phosphocholine was increased in the left thalamus and glycerophosphoethanolamine was increased in the left hippocampus. These results imply a gradual inclusion of brain regions in schizophrenia where an initial increase, followed by a decrease in phospholipid membrane metabolites was observed. This pattern, observed in the early years of schizophrenia, is consistent with excitotoxic neural membrane breakdown in these regions.
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Struglia F, Stratta P, Gianfelice D, Pacifico R, Riccardi I, Rossi A. Decision-making impairment in schizophrenia: Relationships with positive symptomatology. Neurosci Lett 2011; 502:80-3. [DOI: 10.1016/j.neulet.2011.07.017] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2011] [Revised: 06/28/2011] [Accepted: 07/04/2011] [Indexed: 11/25/2022]
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Koutsouleris N, Gaser C, Patschurek-Kliche K, Scheuerecker J, Bottlender R, Decker P, Schmitt G, Reiser M, Möller HJ, Meisenzahl EM. Multivariate patterns of brain-cognition associations relating to vulnerability and clinical outcome in the at-risk mental states for psychosis. Hum Brain Mapp 2011; 33:2104-24. [PMID: 22887825 DOI: 10.1002/hbm.21342] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2010] [Revised: 03/20/2011] [Accepted: 04/12/2011] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Neuropsychological deficits are a core feature of established psychosis and have been previously linked to fronto-temporo-limbic brain alterations. Both neurocognitive and neuroanatomical abnormalities characterize clinical at-risk mental states (ARMS) for psychosis. However, structure-cognition relationships in the ARMS have not been directly explored using multivariate neuroimaging techniques. METHODS Voxel-based morphometry and partial least squares were employed to study system-level covariance patterns between whole-brain morphological data and processing speed, working memory, verbal learning/IQ, and executive functions in 40 ARMS subjects and 30 healthy controls (HC). The detected structure-cognition covariance patterns were tested for significance and reliability using non-parametric permutation and bootstrap resampling. RESULTS We identified ARMS-specific covariance patterns that described a generalized association of neurocognitive measures with predominantly prefronto-temporo-limbic and subcortical structures as well as the interconnecting white matter. In the conversion group, this generalized profile particularly involved working memory and verbal IQ and was positively correlated with limbic, insular and subcortical volumes as well as negatively related to prefrontal, temporal, parietal, and occipital cortices. Conversely, the neurocognitive profiles in the HC group were confined to working memory, learning and IQ, which were diffusely associated with cortical and subcortical brain regions. CONCLUSIONS These findings suggest that the ARMS and prodromal phase of psychosis are characterized by a convergent mapping from multi-domain neurocognitive measures to a set of prefronto-temporo-limbic and subcortical structures. Furthermore, a neuroanatomical separation between positive and negative brain-cognition correlations may not only point to a biological process determining the clinical risk for disease transition, but also to possible compensatory or dysmaturational neural processes.
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Affiliation(s)
- Nikolaos Koutsouleris
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
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Evans S, Shergill SS, Chouhan V, Collier T, Averbeck BB. Patients with schizophrenia show increased aversion to angry faces in an associative learning task. Psychol Med 2011; 41:1471-9. [PMID: 20961475 PMCID: PMC3258493 DOI: 10.1017/s0033291710001960] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND We were interested in examining the relationship between socially relevant stimuli and decision processes in patients with schizophrenia. METHOD We tested patients with schizophrenia and healthy controls on a stochastically rewarded associative learning task. Participants had to determine, through trial and error, which of two faces was associated with a higher chance of reward: one face was angry, the other happy. RESULTS Both patients and healthy controls were able to perform the task at above-chance accuracy, and there was no significant difference in overall accuracy between the groups. Both groups also reliably preferred the happy face, such that they selected it more often than the angry face on the basis of the same amount of positive versus negative feedback. However, patients were significantly more averse to the angry face, such that they chose it less often than control participants when the reward feedback strongly supported the angry face as the best choice. CONCLUSIONS Patients show an increased aversion to angry faces, in a task in which they must learn to associate rewards with expressions.
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Affiliation(s)
- Simon Evans
- Sobell Department of Motor Neuroscience and Movement Disorders, Institute of Neurology, UCL, London WC1N 3BG, United Kingdom
| | - Sukhwinder S. Shergill
- Kings College London, Cognition Schizophrenia and Imaging Lab, Department of Psychosis Studies, Institute of Psychiatry London
| | - Viraj Chouhan
- Kings College London, Cognition Schizophrenia and Imaging Lab, Department of Psychosis Studies, Institute of Psychiatry London
| | - Tracy Collier
- Kings College London, Cognition Schizophrenia and Imaging Lab, Department of Psychosis Studies, Institute of Psychiatry London
| | - Bruno B. Averbeck
- Sobell Department of Motor Neuroscience and Movement Disorders, Institute of Neurology, UCL, London WC1N 3BG, United Kingdom
- Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, MD 20892, USA
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Csukly G, Polgár P, Tombor L, Réthelyi J, Kéri S. Are patients with schizophrenia rational maximizers? Evidence from an ultimatum game study. Psychiatry Res 2011; 187:11-7. [PMID: 21035194 DOI: 10.1016/j.psychres.2010.10.005] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2010] [Revised: 08/16/2010] [Accepted: 10/04/2010] [Indexed: 11/26/2022]
Abstract
Schizophrenia is associated with impaired social cognition and community functioning. Social decision-making strategies of healthy controls and patients with schizophrenia were compared by using the ultimatum game (UG). In this game two players have to split a sum of money. The proposer offers a portion to the responder, who decides to either accept or reject the offer. Rejection results in no income to either of the parties. Unfair proposals are frequently rejected by nonclinical individuals, a phenomenon described as altruistic punishment. Patients and controls participated in a series of UG interactions as responders in a computerized test setting. We also tested the effect of the proposer's facial expression on decision-making. Our results indicate that patients with schizophrenia accepted unfair offers at a significantly higher rate than did healthy controls. In contrast, at fair proposals, the acceptance rate was lower in patients compared with controls. At higher offers, the proposer's facial expression (positive/negative) significantly influenced the acceptance rate (positive facial expression increased the likelihood of acceptance) in the control group. This effect was not observed in the patient group. These results suggest that schizophrenia patients are impaired in socioeconomic interactions requiring emotion recognition and decision-making, which may result in unstable behavioral strategies.
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Affiliation(s)
- Gábor Csukly
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary.
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42
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Abstract
The decision making can be defined as the mental process in which a “choice is made after reflecting on the consequences of that choice” (Bechara & Van Der Linden, 2005; Bechara et al., 1997). It is a complex process that involves cognitive as well as emotion-based functions. In fact human beings make fast adaptive decisions in daily life, and that is based on the skill to relate emotion to contextual stimuli in order to anticipate outcomes through activation of emotional states (Bechara et al., 2005). In this regard, the ventromedial prefrontal cortex (VMPFC) has been widely recognized to play a key role in the emotional decision making process. The VMPFC includes the medial part of the orbitofrontal cortex (OFC), the more ventral sectors of the medial prefrontal cortex and the anterior cingulate cortex (Bechara et al., 1997). In particular the OFC, within the VMPFC, is part of a neural system underpinning decision-making and reward-related behaviours which are thought to be linked to social conduct (Rolls, 2000).
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Diaconescu AO, Jensen J, Wang H, Willeit M, Menon M, Kapur S, McIntosh AR. Aberrant Effective Connectivity in Schizophrenia Patients during Appetitive Conditioning. Front Hum Neurosci 2011; 4:239. [PMID: 21267430 PMCID: PMC3024844 DOI: 10.3389/fnhum.2010.00239] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2010] [Accepted: 12/25/2010] [Indexed: 11/24/2022] Open
Abstract
It has recently been suggested that schizophrenia involves dysfunction in brain connectivity at a neural level, and a dysfunction in reward processing at a behavioral level. The purpose of the present study was to link these two levels of analyses by examining effective connectivity patterns between brain regions mediating reward learning in patients with schizophrenia and healthy, age-matched controls. To this aim, we used functional magnetic resonance imaging and galvanic skin recordings (GSR) while patients and controls performed an appetitive conditioning experiment with visual cues as the conditioned (CS) stimuli, and monetary reward as the appetitive unconditioned stimulus (US). Based on explicit stimulus contingency ratings, conditioning occurred in both groups; however, based on implicit, physiological GSR measures, patients failed to show differences between CS+ and CS− conditions. Healthy controls exhibited increased blood-oxygen-level dependent (BOLD) activity across striatal, hippocampal, and prefrontal regions and increased effective connectivity from the ventral striatum to the orbitofrontal cortex (OFC BA 11) in the CS+ compared to the CS− condition. Compared to controls, patients showed increased BOLD activity across a similar network of brain regions, and increased effective connectivity from the striatum to hippocampus and prefrontal regions in the CS− compared to the CS+ condition. The findings of increased BOLD activity and effective connectivity in response to the CS− in patients with schizophrenia offer insight into the aberrant assignment of motivational salience to non-reinforced stimuli during conditioning that is thought to accompany schizophrenia.
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Koutsouleris N, Patschurek-Kliche K, Scheuerecker J, Decker P, Bottlender R, Schmitt G, Rujescu D, Giegling I, Gaser C, Reiser M, Möller HJ, Meisenzahl EM. Neuroanatomical correlates of executive dysfunction in the at-risk mental state for psychosis. Schizophr Res 2010; 123:160-74. [PMID: 20826078 DOI: 10.1016/j.schres.2010.08.026] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2010] [Revised: 08/04/2010] [Accepted: 08/14/2010] [Indexed: 01/14/2023]
Abstract
Deficits in executive functioning have been described as a core feature of schizophrenia and have been linked to patterns of fronto-temporo-limbic brain alterations. To date, such structure-cognition relationships have not been explored in a clinically defined at-risk mental state (ARMS) for psychosis using whole-brain neuroimaging techniques. Therefore, we used voxel-based morphometry in 40 ARMS and 30 matched healthy control (HC) individuals to investigate whether gray and white matter volumes (1) correlated with the performance in the Trail-Making Test B (TMT-B), an established measure of executive functioning, and (2) were volumetrically linked to the ventromedial prefrontal cortex (VMPFC), found to be associated with TMT-B in the ARMS during the first analysis step. We found the ARMS subjects to be specifically impaired in their TMT-B performance versus HC. Brain-cognition associations involving the insular cortices were observed in the HC, but not in the ARMS individuals. Conversely, TMT-B correlations in the VMPFC, the cerebellum, the fronto-callosal white matter were detected in the ARMS, but not the HC group. The VMPFC was linked to the temporo-limbic cortices in HC, whereas the connectivity pattern in the ARMS involved the left temporal and dorsolateral prefrontal cortex, the cerebellum, the right SMA and extended portions of the fronto-callosal white matter. These findings suggest that executive deficits are already present in the ARMS for psychosis and may be subserved by structurally altered networks of interconnected cortical and subcortical brain regions in line with the disconnectivity hypothesis of schizophrenia.
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Affiliation(s)
- Nikolaos Koutsouleris
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Munich, Germany.
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Barch DM, Dowd EC. Goal representations and motivational drive in schizophrenia: the role of prefrontal-striatal interactions. Schizophr Bull 2010; 36:919-34. [PMID: 20566491 PMCID: PMC2930335 DOI: 10.1093/schbul/sbq068] [Citation(s) in RCA: 347] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The past several years have seen a resurgence of interest in understanding the psychological and neural bases of what are often referred to as "negative symptoms" in schizophrenia. These aspects of schizophrenia include constructs such as asociality, avolition (a reduction in the motivation to initiate or persist in goal-directed behavior), and anhedonia (a reduction in the ability to experience pleasure). We believe that these dimensions of impairment in individuals with schizophrenia reflect difficulties using internal representations of emotional experiences, previous rewards, and motivational goals to drive current and future behavior in a way that would allow them to obtain desired outcomes, a deficit that has major clinical significance in terms of functional capacity. In this article, we review the major components of the systems that link experienced and anticipated rewards with motivated behavior that could potentially be impaired in schizophrenia. We conclude that the existing evidence suggests relatively intact hedonics in schizophrenia, but impairments in some aspects of reinforcement learning, reward prediction, and prediction error processing, consistent with an impairment in "wanting." As of yet, there is only indirect evidence of impairment in anterior cingulate and orbital frontal function that may support value and effort computations. However, there are intriguing hints that individuals with schizophrenia may not be able to use reward information to modulate cognitive control and dorsolateral prefrontal cortex function, suggesting a potentially important role for cortical-striatal interactions in mediating impairment in motivated and goal-directed behavior in schizophrenia.
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Affiliation(s)
- Deanna M Barch
- Department of Psychology, Washington University, Box 1125, One Brookings Drive, St. Louis, MO, USA.
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Li X, Lu Z, D'Argembeau A, Ng M, Bechara A. The Iowa Gambling Task in fMRI images. Hum Brain Mapp 2010; 31:410-23. [PMID: 19777556 PMCID: PMC2826566 DOI: 10.1002/hbm.20875] [Citation(s) in RCA: 136] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2009] [Accepted: 07/07/2009] [Indexed: 11/06/2022] Open
Abstract
The Iowa Gambling Task (IGT) is a sensitive test for the detection of decision-making impairments in several neurological and psychiatric populations. Very few studies have employed the IGT in functional magnetic resonance imaging (fMRI) investigations, in part, because the task is cognitively complex. Here we report a method for exploring brain activity using fMRI during performance of the IGT. Decision-making during the IGT was associated with activity in several brain regions in a group of healthy individuals. The activated regions were consistent with the neural circuitry hypothesized to underlie somatic marker activation and decision-making. Specifically, a neural circuitry involving the dorsolateral prefrontal cortex (for working memory), the insula and posterior cingulate cortex (for representations of emotional states), the mesial orbitofrontal and ventromedial prefrontal cortex (for coupling the two previous processes), the ventral striatum and anterior cingulate/SMA (supplementary motor area) for implementing behavioral decisions was engaged. These results have implications for using the IGT to study abnormal mechanisms of decision making in a variety of clinical populations.
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Affiliation(s)
- Xiangrui Li
- Department of Psychology, Dana and David Dornsife Cognitive Neuroscience Imaging Center, University of Southern California, Los Angeles, California
- Brain and Creativity Institute, University of Southern California, Los Angeles, California
| | - Zhong‐Lin Lu
- Department of Psychology, Dana and David Dornsife Cognitive Neuroscience Imaging Center, University of Southern California, Los Angeles, California
- Brain and Creativity Institute, University of Southern California, Los Angeles, California
| | - Arnaud D'Argembeau
- Department of Cognitive Sciences, University of Liège, Liège, Belgium
- Belgian Fund for Scientific Research (F.R.S.‐FNRS), Belgium
| | - Marie Ng
- Department of Psychology, Dana and David Dornsife Cognitive Neuroscience Imaging Center, University of Southern California, Los Angeles, California
- Brain and Creativity Institute, University of Southern California, Los Angeles, California
| | - Antoine Bechara
- Department of Psychology, Dana and David Dornsife Cognitive Neuroscience Imaging Center, University of Southern California, Los Angeles, California
- Brain and Creativity Institute, University of Southern California, Los Angeles, California
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Koch K, Schachtzabel C, Wagner G, Schikora J, Schultz C, Reichenbach JR, Sauer H, Schlösser RG. Altered activation in association with reward-related trial-and-error learning in patients with schizophrenia. Neuroimage 2010; 50:223-32. [DOI: 10.1016/j.neuroimage.2009.12.031] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2009] [Revised: 12/03/2009] [Accepted: 12/07/2009] [Indexed: 11/29/2022] Open
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48
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Premkumar P, Fannon D, Kuipers E, Peters ER, Anilkumar AP, Simmons A, Kumari V. Structural magnetic resonance imaging predictors of responsiveness to cognitive behaviour therapy in psychosis. Schizophr Res 2009; 115:146-55. [PMID: 19734016 PMCID: PMC2845808 DOI: 10.1016/j.schres.2009.08.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2009] [Revised: 08/07/2009] [Accepted: 08/08/2009] [Indexed: 11/21/2022]
Abstract
BACKGROUND Responsiveness to cognitive behaviour therapy (CBT) in psychosis may have a neurological basis. This study aimed to determine whether improvement in symptoms following CBT for psychosis (CBTp) in people with schizophrenia is positively associated with pre-therapy grey matter volume in brain regions involved in cognitive processing. METHODS Sixty outpatients stable on medication with at least one distressing symptom of schizophrenia and willing to receive CBTp in addition to their standard care (SC), and 25 healthy participants underwent magnetic resonance imaging. Subsequently, 30 patients received CBTp (CBTp+SC; 25 completers) for 6-8 months and 30 continued with their standard care (SC; 19 completers). Symptoms in all patients were assessed (blindly) at entry and follow-up. RESULTS The CBTp+SC and SC groups did not differ clinically at baseline, and only the CBTp+SC group showed improved symptoms at follow-up. Severity of baseline symptoms was not associated with CBTp responsiveness. Reduction with CBTp in positive symptoms was associated with greater right cerebellum (lobule VII) grey matter volume, in negative symptoms with left precentral gyrus and right inferior parietal lobule grey matter volumes, and in general psychopathology with greater right superior temporal gyrus, cuneus and cerebellum (Crus I) grey matter volumes. Grey matter volume in these brain areas did not correlate with the severity of baseline symptoms. CONCLUSION Grey matter volume of the frontal, temporal, parietal and cerebellar areas that are known to be involved in the co-ordination of mental activity, cognitive flexibility, and verbal learning and memory predict responsiveness to CBTp in patients with psychosis.
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Affiliation(s)
- Preethi Premkumar
- Department of Psychology, Institute of Psychiatry, King's College London, London, UK
| | - Dominic Fannon
- Department of Psychology, Institute of Psychiatry, King's College London, London, UK
| | - Elizabeth Kuipers
- Department of Psychology, Institute of Psychiatry, King's College London, London, UK,NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, London, UK
| | - Emmanuelle R. Peters
- Department of Psychology, Institute of Psychiatry, King's College London, London, UK,NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, London, UK
| | | | - Andrew Simmons
- NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, London, UK,Centre for Neuroimaging Sciences, Institute of Psychiatry, King's College London, London, UK
| | - Veena Kumari
- Department of Psychology, Institute of Psychiatry, King's College London, London, UK,NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, London, UK,Corresponding author. Department of Psychology, PO78, Institute of Psychiatry, De Crespigny Park, London SE5 8AF, UK. Tel.: + 44 207 848 0233; fax: + 44 207 848 0860.
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