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Murray OK, Mattey-Mora P, Aloi J, Abu-Sultanah M, Smoker MP, Hulvershorn LA. Sex differences in Cingulo-Opercular activation during risky decision-making in youth with externalizing disorders. Psychiatry Res Neuroimaging 2025; 348:111965. [PMID: 39999634 DOI: 10.1016/j.pscychresns.2025.111965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 01/17/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025]
Abstract
BACKGROUND Risky decision-making deficits predict unsafe behaviors, but sex differences in decision-making are underexplored in high-risk youth with externalizing disorders. While boys with externalizing pathology are more likely to make risky decisions, it remains unclear how these patterns manifest in girls, whose brains may process risks differently. Our study investigates sex differences in risky decision-making neurobiological activation among at-risk adolescents to identify sex-specific vulnerabilities for risky behaviors. METHOD 168 adolescents divided into four groups of 81 externalizing males, 39 externalizing females, 33 control males, and 15 control females completed a risky decision-making task, the Balloon Analog Risk Task, during functional magnetic resonance imaging. RESULTS Our primary finding was that externalizing males showed greater activation in the right dorsomedial prefrontal cortex/dorsal anterior cingulate cortex as the chance of a balloon explosion increased while making riskier choices over safer choices, compared to all other groups. CONCLUSIONS These findings highlight key sex differences in the neurobiology of risky decision-making in youth with externalizing psychopathology within the cingulo-opercular network. With this network's involvement in cognitive control and impulse inhibition-functions critical for managing risky behaviors-understanding its role in the interaction between sex and externalizing disorders is crucial for targeted, sex-specific interventions preventing risky behaviors.
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Affiliation(s)
- Olivia K Murray
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA; Adolescent Behavioral Health Research Program, Indiana University School of Medicine, Indianapolis, Indiana, USA.
| | - Paola Mattey-Mora
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA; Adolescent Behavioral Health Research Program, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Joseph Aloi
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA; Adolescent Behavioral Health Research Program, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Mohannad Abu-Sultanah
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA; Adolescent Behavioral Health Research Program, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Michael P Smoker
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA; Adolescent Behavioral Health Research Program, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Leslie A Hulvershorn
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA; Adolescent Behavioral Health Research Program, Indiana University School of Medicine, Indianapolis, Indiana, USA.
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2
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Feng C, Liu Q, Huang C, Li T, Wang L, Liu F, Eickhoff SB, Qu C. Common neural dysfunction of economic decision-making across psychiatric conditions. Neuroimage 2024; 294:120641. [PMID: 38735423 DOI: 10.1016/j.neuroimage.2024.120641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 04/29/2024] [Accepted: 05/09/2024] [Indexed: 05/14/2024] Open
Abstract
Adaptive decision-making, which is often impaired in various psychiatric conditions, is essential for well-being. Recent evidence has indicated that decision-making capacity in multiple tasks could be accounted for by latent dimensions, enlightening the question of whether there is a common disruption of brain networks in economic decision-making across psychiatric conditions. Here, we addressed the issue by combining activation/lesion network mapping analyses with a transdiagnostic brain imaging meta-analysis. Our findings indicate that there were transdiagnostic alterations in the thalamus and ventral striatum during the decision or outcome stage of decision-making. The identified regions represent key nodes in a large-scale network, which is composed of multiple heterogeneous brain regions and plays a causal role in motivational functioning. The findings suggest that disturbances in the network associated with emotion- and reward-related processing play a key role in dysfunctions of decision-making observed in various psychiatric conditions. This study provides the first meta-analytic evidence of common neural alterations linked to deficits in economic decision-making.
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Affiliation(s)
- Chunliang Feng
- Key Laboratory of Brain, Cognition and Education Sciences (South China Normal University), Ministry of Education, Guangzhou, 510631, China; School of Psychology, South China Normal University, Guangzhou, 510631, China; Center for Studies of Psychological Application, South China Normal University, Guangzhou, 510631, China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China.
| | - Qingxia Liu
- Key Laboratory of Brain, Cognition and Education Sciences (South China Normal University), Ministry of Education, Guangzhou, 510631, China; School of Psychology, South China Normal University, Guangzhou, 510631, China; Center for Studies of Psychological Application, South China Normal University, Guangzhou, 510631, China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Chuangbing Huang
- Key Laboratory of Brain, Cognition and Education Sciences (South China Normal University), Ministry of Education, Guangzhou, 510631, China; School of Psychology, South China Normal University, Guangzhou, 510631, China; Center for Studies of Psychological Application, South China Normal University, Guangzhou, 510631, China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Ting Li
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, 610066, China
| | - Li Wang
- Key Laboratory of Brain, Cognition and Education Sciences (South China Normal University), Ministry of Education, Guangzhou, 510631, China; School of Psychology, South China Normal University, Guangzhou, 510631, China; Center for Studies of Psychological Application, South China Normal University, Guangzhou, 510631, China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Feilong Liu
- Key Laboratory of Brain, Cognition and Education Sciences (South China Normal University), Ministry of Education, Guangzhou, 510631, China; School of Psychology, South China Normal University, Guangzhou, 510631, China; Center for Studies of Psychological Application, South China Normal University, Guangzhou, 510631, China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Simon B Eickhoff
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, 40225, Germany; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Jülich, Jülich, 52428, Germany
| | - Chen Qu
- Key Laboratory of Brain, Cognition and Education Sciences (South China Normal University), Ministry of Education, Guangzhou, 510631, China; School of Psychology, South China Normal University, Guangzhou, 510631, China; Center for Studies of Psychological Application, South China Normal University, Guangzhou, 510631, China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China.
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3
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Sakki H, Clair MS, Hwang S, Allen JL. The association between callous-unemotional traits and substance use in childhood and adolescence: A systematic review and meta-analysis. J Affect Disord 2023; 338:502-517. [PMID: 37390924 DOI: 10.1016/j.jad.2023.06.051] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 06/06/2023] [Accepted: 06/26/2023] [Indexed: 07/02/2023]
Abstract
Callous-unemotional (CU) traits are characterized by a lack of guilt and empathy, restricted affect, and low concern about performance, and are increasingly recognized as co-occurring with substance use in youth. However, there is mixed evidence concerning whether they make a unique contribution to substance use. This systematic review and meta-analysis sought to quantify the association between CU traits and substance use in childhood, accounting for potential moderators including sample characteristics (age, gender, community versus clinical/forensic samples), CU traits measure and informant, and study design (cross-sectional or longitudinal). Separate meta-analyses were conducted for alcohol, cannabis, and a substance use composite. Small, significant associations were found between CU traits and alcohol (θ = 0.17), cannabis (θ = 0.17) and the substance use composite (θ = 0.15), which were present in both community and clinical/forensic samples. Findings suggest that CU traits co-occur with a range of substance use problems, and that CU traits should be considered in assessments of youth presenting with substance use problems regardless of the nature of the setting.
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Affiliation(s)
- Hanna Sakki
- Department of Psychology, University of Bath, 10 West, Claverton Down, Bath BA2 7AY, UK
| | - Michelle St Clair
- Department of Psychology, University of Bath, 10 West, Claverton Down, Bath BA2 7AY, UK
| | - Suhlim Hwang
- Department of Psychology and Human Development, University College London, Institute of Education, 25 Woburn Square, London WC1H 0AA, UK
| | - Jennifer L Allen
- Department of Psychology, University of Bath, 10 West, Claverton Down, Bath BA2 7AY, UK.
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4
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Hawes DJ, Gardner F, Dadds MR, Frick PJ, Kimonis ER, Burke JD, Fairchild G. Oppositional defiant disorder. Nat Rev Dis Primers 2023; 9:31. [PMID: 37349322 DOI: 10.1038/s41572-023-00441-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/11/2023] [Indexed: 06/24/2023]
Abstract
Oppositional defiant disorder (ODD) is a disruptive behaviour disorder involving an ongoing pattern of angry/irritable mood, argumentative/defiant behaviour and vindictiveness. Onset is typically before 8 years of age, although ODD can be diagnosed in both children and adults. This disorder is associated with substantial social and economic burden, and childhood ODD is one of the most common precursors of other mental health problems that can arise across the lifespan. The population prevalence of ODD is ~3 to 5%. A higher prevalence in males than females has been reported, particularly before adolescence. No single risk factor accounts for ODD. The development of this disorder seems to arise from the interaction of genetic and environmental factors, and mechanisms embedded in social relationships are understood to contribute to its maintenance. The treatment of ODD is often successful, and relatively brief parenting interventions produce large sized treatment effects in early childhood. Accordingly, ODD represents an important focus for research, practice and policy concerning early intervention and prevention in mental health.
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Affiliation(s)
- David J Hawes
- School of Psychology, University of Sydney, Sydney, New South Wales, Australia.
| | - Frances Gardner
- Centre for Evidence-Based Intervention, Department of Social Policy and Intervention, University of Oxford, Oxford, UK
| | - Mark R Dadds
- School of Psychology, University of Sydney, Sydney, New South Wales, Australia
| | - Paul J Frick
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Eva R Kimonis
- Parent-Child Research Clinic, School of Psychology, University of New South Wales, Sydney, New South Wales, Australia
| | - Jeffrey D Burke
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
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Boxmeyer CL, Stager CG, Miller S, Lochman JE, Romero DE, Powell NP, Bui C, Qu L. Mindful Coping Power Effects on Children's Autonomic Nervous System Functioning and Long-Term Behavioral Outcomes. J Clin Med 2023; 12:jcm12113621. [PMID: 37297817 DOI: 10.3390/jcm12113621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 06/12/2023] Open
Abstract
Mindful Coping Power (MCP) was developed to enhance the effects of the Coping Power (CP) preventive intervention on children's reactive aggression by integrating mindfulness training into CP. In prior pre-post analyses in a randomized trial of 102 children, MCP improved children's self-reported anger modulation, self-regulation, and embodied awareness relative to CP but had fewer comparative effects on parent- and teacher-reported observable behavioral outcomes, including reactive aggression. It was hypothesized that MCP-produced improvements in children's internal awareness and self-regulation, if maintained or strengthened over time with ongoing mindfulness practice, would yield improvements in children's observable prosocial and reactive aggressive behavior at later time points. To appraise this hypothesis, the current study examined teacher-reported child behavioral outcomes at a one-year follow-up. In the current subsample of 80 children with one-year follow-up data, MCP produced a significant improvement in children's social skills and a statistical trend for a reduction in reactive aggression compared with CP. Further, MCP produced improvements in children's autonomic nervous system functioning compared with CP from pre- to post-intervention, with a significant effect on children's skin conductance reactivity during an arousal task. Mediation analyses found that MCP-produced improvements in inhibitory control at post-intervention mediated program effects on reactive aggression at the one-year follow-up. Within-person analyses with the full sample (MCP and CP) found that improvements in respiratory sinus arrhythmia reactivity were associated with improvements in reactive aggression at the one-year follow-up. Together, these findings indicate that MCP is an important new preventive tool to improve embodied awareness, self-regulation, stress physiology, and observable long-term behavioral outcomes in at-risk youth. Further, children's inhibitory control and autonomic nervous system functioning emerged as key targets for preventive intervention.
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Affiliation(s)
- Caroline L Boxmeyer
- Department of Psychiatry and Behavioral Medicine, College of Community Health Sciences, The University of Alabama, Tuscaloosa, AL 35487, USA
- Center for Youth Development and Intervention, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Catanya G Stager
- Division of Preventive Medicine, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Shari Miller
- Frank Porter Graham Child Development Institute, University of North Carolina, Chapel Hill, NC 27516, USA
| | - John E Lochman
- Center for Youth Development and Intervention, The University of Alabama, Tuscaloosa, AL 35487, USA
- Department of Psychology, College of Arts and Sciences, The University of Alabam, Tuscaloosa, AL 35487, USA
| | - Devon E Romero
- Department of Counseling, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Nicole P Powell
- Center for Youth Development and Intervention, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Chuong Bui
- Center for Youth Development and Intervention, The University of Alabama, Tuscaloosa, AL 35487, USA
- Alabama Life Research Institute, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Lixin Qu
- Carolina Population Center, University of North Carolina, Chapel Hill, NC 27516, USA
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Weinstein AM. Reward, motivation and brain imaging in human healthy participants - A narrative review. Front Behav Neurosci 2023; 17:1123733. [PMID: 37035621 PMCID: PMC10079947 DOI: 10.3389/fnbeh.2023.1123733] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 03/10/2023] [Indexed: 04/11/2023] Open
Abstract
Over the past 20 years there has been an increasing number of brain imaging studies on the mechanisms underlying reward motivation in humans. This narrative review describes studies on the neural mechanisms associated with reward motivation and their relationships with cognitive function in healthy human participants. The brain's meso-limbic dopamine reward circuitry in humans is known to control reward-motivated behavior in humans. The medial and lateral Pre-Frontal Cortex (PFC) integrate motivation and cognitive control during decision-making and the dorsolateral PFC (dlPFC) integrates and transmits signals of reward to the mesolimbic and meso-cortical dopamine circuits and initiates motivated behavior. The thalamus and insula influence incentive processing in humans and the motor system plays a role in response to action control. There are reciprocal relationships between reward motivation, learning, memory, imagery, working memory, and attention. The most common method of assessing reward motivation is the monetary incentive delay task (DMRT) and there are several meta-analyses of this paradigm. Genetics modulates motivation reward, and dopamine provides the basis for the interaction between motivational and cognitive control. There is some evidence that male adolescents take more risky decisions than female adolescents and that the lateralization of reward-related DA release in the ventral striatum is confined to men. These studies have implications for our understanding of natural reward and psychiatric conditions like addiction, depression and ADHD. Furthermore, the association between reward and memory can help develop treatment techniques for drug addiction that interfere with consolidation of memory. Finally, there is a lack of research on reward motivation, genetics and sex differences and this can improve our understanding of the relationships between reward, motivation and the brain.
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7
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Zhang Z. Functionally similar yet distinct neural mechanisms underlie different choice behaviors: ALE meta-analyses of decision-making under risk in adolescents and adults. DEVELOPMENTAL REVIEW 2022. [DOI: 10.1016/j.dr.2022.101052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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8
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Bajpai P, Sharma A, Chaube N. Projective assessment of Indian juveniles with conduct disorder. ASIA PACIFIC JOURNAL OF COUNSELLING AND PSYCHOTHERAPY 2022. [DOI: 10.1080/21507686.2022.2098350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Prakhar Bajpai
- Teaching and Research Assistant, School of Forensic Psychology, National Forensic Sciences University, Gandhinagar campus, Gujarat, India
| | - Abha Sharma
- Principal, Vivekanand College of Education, Aligarh, Uttar Pradesh, India
| | - Nandita Chaube
- Assistant Professor, School of Forensic Psychology, National Forensic Sciences University, Gandhinagar campus, Gujarat, India
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Yates JR, Horchar MJ, Kappesser JL, Broderick MR, Ellis AL, Wright MR. The association between risky decision making and cocaine conditioned place preference is moderated by sex. Drug Alcohol Depend 2021; 228:109079. [PMID: 34600260 PMCID: PMC8595855 DOI: 10.1016/j.drugalcdep.2021.109079] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Excessive risk taking is a characteristic trait of several psychiatric conditions, including substance use disorders. High risk-taking (HiR) rats self-administer more cocaine compared to low risk-taking (LoR) rats. However, research has not determined if risk taking is associated with enhanced cocaine conditioned place preference (CPP). METHODS Male and female Sprague Dawley rats (n = 48 each sex) were first tested in the risky decision task (RDT), in which a response on one lever resulted in safe delivery of one food pellet, and a response on a different lever resulted in delivery of two pellets and probabilistic delivery of foot shock. Following RDT training, rats were tested for cocaine CPP. The first session was a pretest that measured rats' preference for three compartments that provided different visual and tactile cues. Rats then learned to associate one compartment with cocaine (either 10.0 mg/kg or 20.0 mg/kg; i.p.) and one compartment with saline (1.0 ml/kg; i.p.) across eight conditioning sessions. Finally, rats explored all three compartments in a drug-free state. RESULTS Sex significantly moderated the association between risky decision making and cocaine CPP. While increased risk aversion was somewhat positively associated with cocaine CPP in males, increased risk taking was positively correlated with cocaine CPP in females. CONCLUSIONS These results highlight the moderating role of sex on the relationship between risky decision making and cocaine reward.
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Affiliation(s)
- Justin R. Yates
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Matthew J. Horchar
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Joy L. Kappesser
- Department of Biological Sciences, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Maria R. Broderick
- Department of Biological Sciences, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Alexis L. Ellis
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Makayla R. Wright
- Department of Biological Sciences, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
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Levantini V, Powe C, Lochman JE, Glenn A. Monoamine Oxidase-A and Conduct Problems in Children: The Role of Affective Decision-Making. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2021. [DOI: 10.1007/s10862-021-09917-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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11
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Lochman JE, Vernberg E, Glenn A, Jarrett M, McDonald K, Powell NP, Abel M, Boxmeyer CL, Kassing F, Qu L, Romero D, Bui C. Effects of Autonomic Nervous System Functioning and Tornado Exposure on Long-Term Outcomes of Aggressive Children. Res Child Adolesc Psychopathol 2021; 49:471-489. [PMID: 33433778 PMCID: PMC7987880 DOI: 10.1007/s10802-020-00753-1] [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] [Accepted: 12/07/2020] [Indexed: 10/22/2022]
Abstract
This study examined whether pre-disaster indicators of sympathetic and parasympathetic activity moderated the relation between degree of disaster exposure from an EF-4 tornado and changes in the externalizing and internalizing behavior problems of children at-risk for aggression. Participants included 188 children in 4th-6th grades (65% male; 78% African American; ages 9-13) and their parents from predominantly low-income households who were participating in a prevention study when the tornado occurred in 2011. Fourth-grade children who exhibited elevated levels of aggressive behavior were recruited in three annual cohorts. Parent-rated externalizing and internalizing problems were assessed prior to the tornado (Wave 1; W1), and at 4-12 months (W2), 16-24 months (W3), 42-28 months (W4) and 56-60 months (W5) post-tornado. Children's pre-tornado Skin Conductance Level (SCL) reactivity and Respiratory Sinus Arrhythmia (RSA) withdrawal were assessed at W1 using SCL and RSA measured during resting baseline and during the first 5 min of the Iowa Gambling Task (IGT). Children and parents reported their exposure to tornado-related trauma and disruptions at Wave 3. Children displayed less reduction in externalizing problems if there had been higher child- or parent-reported tornado exposure and less RSA withdrawal, or if they had lower parent-reported TORTE and less SCL reactivity or lower SCL baseline. Highlighting the importance of children's pre-disaster arousal, higher levels of disaster exposure negatively affected children's level of improvement in externalizing problems when children had less vagal withdrawal, and when tornado exposure disrupted the protective effects of higher SCL reactivity and higher SCL baseline.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Lixin Qu
- The University of Alabama, Tuscaloosa, AL, USA
| | - Devon Romero
- University of Texas at San Antonio, TX, San Antonio, USA
| | - Chuong Bui
- The University of Alabama, Tuscaloosa, AL, USA
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12
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Aloi J, Crum KI, Blair KS, Zhang R, Bashford-Largo J, Bajaj S, Schwartz A, Carollo E, Hwang S, Leiker E, Filbey FM, Averbeck BB, Dobbertin M, Blair RJR. Individual associations of adolescent alcohol use disorder versus cannabis use disorder symptoms in neural prediction error signaling and the response to novelty. Dev Cogn Neurosci 2021; 48:100944. [PMID: 33773241 PMCID: PMC8024914 DOI: 10.1016/j.dcn.2021.100944] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 03/13/2021] [Accepted: 03/14/2021] [Indexed: 12/20/2022] Open
Abstract
Two of the most commonly used illegal substances by adolescents are alcohol and cannabis. Alcohol use disorder (AUD) and cannabis use disorder (CUD) are associated with poorer decision-making in adolescents. In adolescents, level of AUD symptomatology has been negatively associated with striatal reward responsivity. However, little work has explored the relationship with striatal reward prediction error (RPE) representation and the extent to which any augmentation of RPE by novel stimuli is impacted. One-hundred fifty-one adolescents participated in the Novelty Task while undergoing functional magnetic resonance imaging (fMRI). In this task, participants learn to choose novel or non-novel stimuli to gain monetary reward. Level of AUD symptomatology was negatively associated with both optimal decision-making and BOLD response modulation by RPE within striatum and regions of prefrontal cortex. The neural alterations in RPE representation were particularly pronounced when participants were exploring novel stimuli. Level of CUD symptomatology moderated the relationship between novelty propensity and RPE representation within inferior parietal lobule and dorsomedial prefrontal cortex. These data expand on an emerging literature investigating individual associations of AUD symptomatology levels versus CUD symptomatology levels and RPE representation during reinforcement processing and provide insight on the role of neuro-computational processes underlying reinforcement learning/decision-making in adolescents.
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Affiliation(s)
- Joseph Aloi
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States; College of Medicine, University of Nebraska Medical Center, Omaha, NE, United States; Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States.
| | - Kathleen I Crum
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States; Adolescent Behavioral Health Research Program, Indiana University School of Medicine, Indianapolis, IN, United States; Department of Neuroscience, Medical University of South Carolina, Charleston, SC, United States
| | - Karina S Blair
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States
| | - Ru Zhang
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States
| | - Johannah Bashford-Largo
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States
| | - Sahil Bajaj
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States
| | - Amanda Schwartz
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States
| | - Erin Carollo
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States
| | - Soonjo Hwang
- Department of Psychiatry, University of Nebraska Medical Center, Omaha, NE, United States
| | - Emily Leiker
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Francesca M Filbey
- Center for BrainHealth, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, United States
| | - Bruno B Averbeck
- Section on Learning and Decision Making, Laboratory of Neuropsychology, National Institute of Mental Health, Bethesda, MD, United States
| | - Matthew Dobbertin
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States
| | - R James R Blair
- Center for Neurobehavioral Research in Children, Boys Town National Research Hospital, Boys Town, NE, United States
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Aloi J, Blair KS, Meffert H, White SF, Hwang S, Tyler PM, Crum KI, Thornton LC, Mobley A, Killanin AD, Filbey FM, Pope K, Blair RJ. Alcohol use disorder and cannabis use disorder symptomatology in adolescents is associated with dysfunction in neural processing of future events. Addict Biol 2021; 26:e12885. [PMID: 32135572 PMCID: PMC7483381 DOI: 10.1111/adb.12885] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 12/26/2019] [Accepted: 02/10/2020] [Indexed: 12/22/2022]
Abstract
Two of the most commonly used substances by adolescents in the United States are cannabis and alcohol. Cannabis use disorder (CUD) and alcohol use disorder (AUD) are associated with impairments in decision-making processes. One mechanism for impaired decision-making in these individuals is thought to be an inability to adequately represent future events during decision-making. In the current study involving 112 adolescents, we used a comparative optimism task to examine the relationship between relative severity of CUD/AUD (as indexed by the CUD/AUD Identification Tests [CUDIT/AUDIT]) and atypical function within neural systems underlying affect-based neural represenation future events. Greater CUDIT scores were negatively related to responses within subgenual anterior and posterior cingulate cortex when processing high-intensity potential future positive and negative events. There was also a particularly marked negative relationship between CUD symptoms and blood oxygen level-dependent (BOLD) responses within visual and premotor cortices to high-intensity, negatively valenced potential future events. However, AUD symptom severity was not associated with dysfunction within these brain regions. These data indicate that relative risk/severity of CUD is associated with reduced responsiveness to future high-intensity events. This may impair decision-making where future significant consequences should guide response choice.
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Affiliation(s)
- Joseph Aloi
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE
| | - Karina S. Blair
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
| | - Harma Meffert
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
| | - Stuart F. White
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
| | - Soonjo Hwang
- Department of Psychiatry, University of Nebraska Medical Center, Omaha, NE
| | - Patrick M. Tyler
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
| | - Kathleen I. Crum
- Department of Neuroscience, Medical University of South Carolina, Charleston, SC
| | | | - Alita Mobley
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
| | - Abraham D. Killanin
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
| | - Francesca M. Filbey
- Center for BrainHealth, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX
| | - Kayla Pope
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
- Department of Psychiatry, University of Nebraska Medical Center, Omaha, NE
- Department of Psychiatry, Creighton University, Omaha, NE
| | - R. James Blair
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE
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14
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Yates JR, Horchar MJ, Ellis AL, Kappesser JL, Mbambu P, Sutphin TG, Dehner DS, Igwe HO, Wright MR. Differential effects of glutamate N-methyl-D-aspartate receptor antagonists on risky choice as assessed in the risky decision task. Psychopharmacology (Berl) 2021; 238:133-148. [PMID: 32936321 PMCID: PMC7796939 DOI: 10.1007/s00213-020-05664-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 09/10/2020] [Indexed: 12/15/2022]
Abstract
RATIONALE Risky choice can be measured using the risky decision task (RDT). In the RDT, animals choose between a large, risky option that is paired with probabilistic foot shock and a small, safe option that is never paired with shock. To date, studies examining the neurochemical basis of decision-making in the RDT have focused primarily on the dopaminergic system but have not focused on the glutamatergic system, which has been implicated in risky decision-making. OBJECTIVES Because glutamate is known to play a critical role in decision-making, we wanted to determine the contribution of the glutamatergic system to performance in the RDT. METHODS In the experiment, 32 rats (16 male; 16 female) were tested in the RDT. The probability of receiving a foot shock increased across the session (ascending schedule) for half of the rats but decreased across the session (descending schedule) for half of the rats. Following training, rats received injections of the N-methyl-D-aspartate (NMDA) receptor competitive antagonist CGS 19755 (0, 1.0, 2.5, 5.0 mg/kg; s.c.) and the GluN2B-selective antagonist Ro 63-1908 (0, 0.1, 0.3, 1.0 mg/kg; s.c.). RESULTS CGS 19755 (2.5 and 5.0 mg/kg) increased risky choice in males and females trained on the ascending schedule. Ro 63-1908 (1.0 mg/kg) decreased risky choice, but only in male rats trained on the ascending schedule. CONCLUSIONS Although NMDA receptor antagonists differentially alter risky choice in the RDT, the current results show that NMDA receptors are an important mediator of decision-making involving probabilistic delivery of positive punishment.
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Affiliation(s)
- Justin R Yates
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA.
| | - Matthew J Horchar
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Alexis L Ellis
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Joy L Kappesser
- Department of Biological Sciences, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Prodiges Mbambu
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Tanner G Sutphin
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Destiny S Dehner
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Hephzibah O Igwe
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
| | - Makayla R Wright
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA
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15
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Wiggs NB, Reddy LA, Glover TA, Dudek CM, Alperin A, Regan P. Behavior Support Coaching for Paraprofessionals and Students with Externalizing Behavior Disorders: A Case Study in a High-Poverty Elementary School. JOURNAL OF APPLIED SCHOOL PSYCHOLOGY 2020. [DOI: 10.1080/15377903.2020.1821272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Nicole B. Wiggs
- Graduate School of Applied and Professional Psychology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Linda A. Reddy
- Graduate School of Applied and Professional Psychology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Todd A. Glover
- Graduate School of Applied and Professional Psychology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Christopher M. Dudek
- Graduate School of Applied and Professional Psychology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Alexander Alperin
- Graduate School of Applied and Professional Psychology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Patrick Regan
- Graduate School of Applied and Professional Psychology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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16
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van Hoorn J, McCormick EM, Perino MT, Rogers CR, Telzer EH. Differential Behavioral and Neural Profiles in Youth With Conduct Problems During Risky Decision-Making. JOURNAL OF RESEARCH ON ADOLESCENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR RESEARCH ON ADOLESCENCE 2020; 30:599-615. [PMID: 32030837 PMCID: PMC9552935 DOI: 10.1111/jora.12546] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Neuroimaging work has examined neural processes underlying risk taking in adolescence, yet predominantly in low-risk youth. To determine whether we can extrapolate from current neurobiological models, this functional magnetic resonance imaging study investigated risk taking and peer effects in youth with conduct problems (CP; N = 19) and typically developing youth (TD; N = 25). Results revealed higher real-life risk taking, lower risky decisions, and no peer effects on a risk-taking task in CP youth. CP youth showed greater ventral striatum (VS) activity during safe than risky decisions, whereas TD youth showed greater VS activation during risky decisions. Differential VS activity explained higher real-life risk taking in CP youth. Findings provide preliminary evidence that risk-taking behavior in youth with CD problems is characterized by differential neural patterns.
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Affiliation(s)
- Jorien van Hoorn
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
| | - Ethan M. McCormick
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
| | | | | | - Eva H. Telzer
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
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17
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Moeini B, Hazavehei SMM, Faradmal J, Ahmadpanah M, Dashti S, Hashemian M, Shahrabadi R. The relationship between readiness for treatment of substance use and self-efficacy based on life skills. J Ethn Subst Abuse 2020; 21:364-376. [PMID: 32497463 DOI: 10.1080/15332640.2020.1772930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Substance use is a social harm. Promoting substance users readiness for treatment of substance use with a non-medical approach is important besides the medical approach. The current study aimed to determine the relationship between readiness for treatment of substance use and self-efficacy based on life skills. In this descriptive-analytical study, a number of 118 substance users in Hamadan city (Iran) were participated. The data collection tools were Stages of Change Readiness and Treatment Eagerness Scale (SOCRATES) and Drug Avoidance Self-Efficacy Scale (DASES). Analytical and descriptive tests were used for data analysis, at 95% significant level, using Statistical Package for the Social Sciences 16. The results of this study showed that the readiness for treatment of substance use had a significant relationship with the self-efficacy includes assertiveness and communication (Df:1; Pvalue<0.05). Self-efficacy based on life skills can be used to promote substance users readiness for treatment of substance use in educational interventions.
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Affiliation(s)
- Babak Moeini
- Social Determinants of Health Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.,Hamadan University of Medical Sciences, Hamadan, Iran
| | | | | | | | - Saeid Dashti
- Birjand University of Medical Sciences, Birjand, Iran
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18
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Aloi J, Blair KS, Crum KI, Bashford-Largo J, Zhang R, Lukoff J, Carollo E, White SF, Hwang S, Filbey FM, Dobbertin M, Blair RJR. Alcohol Use Disorder, But Not Cannabis Use Disorder, Symptomatology in Adolescents Is Associated With Reduced Differential Responsiveness to Reward Versus Punishment Feedback During Instrumental Learning. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2020; 5:610-618. [PMID: 32299790 PMCID: PMC7286796 DOI: 10.1016/j.bpsc.2020.02.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Revised: 02/11/2020] [Accepted: 02/11/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND The two most commonly used illegal substances by adolescents in the United States are alcohol and cannabis. Alcohol use disorder (AUD) and cannabis use disorder (CUD) have been associated with dysfunction in decision-making processes in adolescents. One potential mechanism for these impairments is thought to be related to abnormalities in reward and punishment processing. However, very little work has directly examined potential differential relationships between AUD and CUD symptom severity and neural dysfunction during decision making in adolescents. METHODS In the current study, 154 youths participated in a passive avoidance learning task during functional magnetic resonance imaging to investigate the relationship between relative severity of AUD/CUD and dysfunction in processing reward and punishment feedback. RESULTS Increasing Alcohol Use Disorder Identification Test scores were associated with reduced neural differentiation between reward and punishment feedback within regions of striatum, posterior cingulate cortex, and parietal cortex. However, increasing Cannabis Use Disorder Identification Test scores were not associated with any neural dysfunction during the passive avoidance task. CONCLUSIONS These data expand on emerging literature that relative severity of AUD is associated with reduced responsivity to rewards in adolescents and that there are differential associations between AUD and CUD symptoms and neurocircuitry dysfunction in the developing adolescent brain.
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Affiliation(s)
- Joseph Aloi
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska; MD/PhD Scholars Program, University of Nebraska Medical Center, Omaha, Nebraska.
| | - Karina S Blair
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska
| | - Kathleen I Crum
- Department of Neuroscience, Medical University of South Carolina, Charleston, South Carolina
| | - Johannah Bashford-Largo
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska
| | - Ru Zhang
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska
| | - Jennie Lukoff
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska
| | - Erin Carollo
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska
| | - Stuart F White
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska
| | - Soonjo Hwang
- Department of Psychiatry, University of Nebraska Medical Center, Omaha, Nebraska
| | - Francesca M Filbey
- Center for BrainHealth, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, Texas
| | - Matthew Dobbertin
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska
| | - R James R Blair
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska
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19
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Reddy LA, Alperin A, Glover TA. A critical review of the professional development literature for paraprofessionals supporting students with externalizing behavior disorders. PSYCHOLOGY IN THE SCHOOLS 2020. [DOI: 10.1002/pits.22381] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Linda A. Reddy
- Graduate School of Applied and Professional Psychology Rutgers University Piscataway New Jersey
| | - Alexander Alperin
- Graduate School of Applied and Professional Psychology Rutgers University Piscataway New Jersey
| | - Todd A. Glover
- Graduate School of Applied and Professional Psychology Rutgers University Piscataway New Jersey
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20
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Dysfunctional default mode network and executive control network in people with Internet gaming disorder: Independent component analysis under a probability discounting task. Eur Psychiatry 2020; 34:36-42. [DOI: 10.1016/j.eurpsy.2016.01.2424] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 01/23/2016] [Accepted: 01/26/2016] [Indexed: 12/13/2022] Open
Abstract
AbstractBackgroundThe present study identified the neural mechanism of risky decision-making in Internet gaming disorder (IGD) under a probability discounting task.MethodsIndependent component analysis was used on the functional magnetic resonance imaging data from 19 IGD subjects (22.2 ± 3.08 years) and 21 healthy controls (HC, 22.8 ± 3.5 years).ResultsFor the behavioral results, IGD subjects prefer the risky to the fixed options and showed shorter reaction time compared to HC. For the imaging results, the IGD subjects showed higher task-related activity in default mode network (DMN) and less engagement in the executive control network (ECN) than HC when making the risky decisions. Also, we found the activities of DMN correlate negatively with the reaction time and the ECN correlate positively with the probability discounting rates.ConclusionsThe results suggest that people with IGD show altered modulation in DMN and deficit in executive control function, which might be the reason for why the IGD subjects continue to play online games despite the potential negative consequences.
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21
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Joyal CC, Tardif M, Spearson-Goulet JA. Executive Functions and Social Cognition in Juveniles Who Have Sexually Offended. SEXUAL ABUSE : A JOURNAL OF RESEARCH AND TREATMENT 2020; 32:179-202. [PMID: 30419790 DOI: 10.1177/1079063218807487] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Although neuropsychological assessments provide valuable information for those working in forensic mental health, few neuropsychological studies concern persons who sexually offend, particularly juveniles who have sexually offended (JSO). It has been suggested that, contrary to current theories, executive function in JSO, as a group, is no more impaired than it is in juvenile delinquents in general. However, JSO with child victims seem to be more impulsive than JSO whose victims are peers or adults. To verify this potentially important (and unexpected) finding, a sample of adolescent males (N = 134; 15.6 ± 1.5 years old) that included JSO, general delinquents, and underprivileged nondelinquents was assessed using a battery of behavioral and psychological tests that focus on impulsivity. No difference was found between groups regarding higher order executive functions as measured with the Wisconsin Card Sorting Task but JSO with child victims were found to be the most impulsive subgroup as evidenced with the Iowa Gambling Task, the Stop-Signal Reaction Task, and the Impulsive scale of the Social Problem Solving Inventory. They also had the highest number of prescriptions for attention deficit hyperactivity disorder (ADHD) medication. These results, which contradict hypotheses derived from assessment of adult sex offenders, illustrate an important difference between the cognitive profiles of adult and juvenile males who sexually offended. They also confirm that JSO whose victims are children appear to be more impulsive.
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Affiliation(s)
- Christian C Joyal
- Université du Québec à Trois-Rivières, Canada
- Institut Philippe-Pinel de Montréal, Quebec, Canada
| | - Monique Tardif
- Université du Québec à Montréal, Canada
- Institut Philippe-Pinel de Montréal, Quebec, Canada
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22
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Altered brain functional networks in Internet gaming disorder: independent component and graph theoretical analysis under a probability discounting task. CNS Spectr 2019; 24:544-556. [PMID: 30968814 DOI: 10.1017/s1092852918001505] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVES Internet gaming disorder (IGD) is becoming a matter of concern around the world. However, the neural mechanism underlying IGD remains unclear. The purpose of this paper is to explore the differences between the neuronal network of IGD participants and that of recreational Internet game users (RGU). METHODS Imaging and behavioral data were collected from 18 IGD participants and 20 RGU under a probability discounting task. The independent component analysis (ICA) and graph theoretical analysis (GTA) were used to analyze the data. RESULTS Behavioral results showed the IGD participants, compared to RGU, prefer risky options to the fixed ones and spent less time in making risky decisions. In imaging results, the ICA analysis revealed that the IGD participants showed stronger functional connectivity (FC) in reward circuits and executive control network, as well as lower FC in anterior salience network (ASN) than RGU; for the GTA results, the IGD participants showed impaired FC in reward circuits and ASN when compared with RGU. CONCLUSIONS These results suggest that IGD participants were more sensitive to rewards, and they were more impulsive in decision-making as they could not control their impulsivity effectively. This might explain why IGD participants cannot stop their gaming behaviors even when facing severe negative consequences.
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23
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Yates JR. Examining the neurochemical underpinnings of animal models of risky choice: Methodological and analytic considerations. Exp Clin Psychopharmacol 2019; 27:178-201. [PMID: 30570275 PMCID: PMC6467223 DOI: 10.1037/pha0000239] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Because risky choice is associated with several psychiatric conditions, recent research has focused on examining the underlying neurochemical processes that control risk-based decision-making. Not surprisingly, several tasks have been developed to study the neural mechanisms involved in risky choice. The current review will briefly discuss the major tasks used to measure risky choice and will summarize the contribution of several major neurotransmitter systems to this behavior. To date, the most common measures of risky choice are the probability discounting task, the risky decision task, and the rat gambling task. Across these three tasks, the contribution of the dopaminergic system has been most studied, although the effects of serotonergic, adrenergic, cholinergic, and glutamatergic ligands will be discussed. Drug effects across these tasks have been inconsistent, which makes determining the precise role of neurotransmitter systems in risky choice somewhat difficult. Furthermore, procedural differences can modulate drug effects in these procedures, and the way data are analyzed can alter the interpretations one makes concerning pharmacological manipulations. By taking these methodological/analytic considerations into account, we may better elucidate the neurochemistry of risky decision-making. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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24
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Bexkens A, Huizenga HM, Neville DA, Collot d'Escury-Koenigs AL, Bredman JC, Wagemaker E, Van der Molen MW. Peer-Influence on Risk-Taking in Male Adolescents with Mild to Borderline Intellectual Disabilities and/or Behavior Disorders. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2019; 47:543-555. [PMID: 29946886 PMCID: PMC6397304 DOI: 10.1007/s10802-018-0448-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/29/2022]
Abstract
This study aimed to disentangle the effects of Mild-to-Borderline Intellectual Disability (MBID) and Behavior Disorders (BD)on risk taking in circumstances where peer influence was absent or present. We studied 319 adolescents in four groups: MBID-only, MBID+BD, BD-only, and typically developing controls. The Balloon Analogue Risk-Task (BART), in a solo or peer condition, was used as a proxy of real-life risk-taking. Results show a significant main effect of BART condition. Post-hoc tests indicated higher risk-taking in the peer compared to the solo condition in all groups except BD-only. Moreover, risk taking was increased in adolescents with MBID compared to adolescents without MBID, but only under peer-influence. No main or interaction effects with BD were observed. Model based decomposition of BART performance in underlying processes showed that the MBID related increase in risk-taking under peer-influence was mainly related to increased risk-taking propensity, and in the MBID-only group also to increased safety estimates and increased confidence in these safety estimates. The present study shows that risk-taking in MBID may be better explained by low intellectual functioning than by comorbid BD, and may not originate in increased risk taking per se, but may rather be related to risk-taking under peer-influence, which is a complex, multifaceted risk-taking context. Therefore, interventions to decrease risk-taking by adolescents with MBID that specifically target peer-influence may be successful.
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Affiliation(s)
- Anika Bexkens
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands.
- Department of Psychology, Developmental and Educational Psychology, Leiden University, Wassenaarseweg 52, PO 9555, 2300 RB, Leiden, The Netherlands.
- Heeren Loo Groot Emaus, Groene Allee 46, 3853 JW, Ermelo, Netherlands.
| | - Hilde M Huizenga
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
- Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
- Research Priority Area Yield, University of Amsterdam, Amsterdam, The Netherlands
| | - David A Neville
- Donders Institute for Cognitive Neuroscience, Radboud University, Nijmegen, The Netherlands
| | | | - Joren C Bredman
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Eline Wagemaker
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Maurits W Van der Molen
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
- Department of Psychology, Developmental and Educational Psychology, Leiden University, Wassenaarseweg 52, PO 9555, 2300 RB, Leiden, The Netherlands
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25
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Jusyte A, Pfister R, Gehrer N, Schönenberg M. Risky business! Behavioral bias and motivational salience of rule-violations in children with conduct disorder. Psychiatry Res 2019; 271:740-746. [PMID: 30791350 DOI: 10.1016/j.psychres.2018.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 10/31/2018] [Accepted: 11/01/2018] [Indexed: 10/27/2022]
Abstract
Conduct disorder is characterized by both habitual aggression as well as non-aggressive rule-breaking behavior. While a large body of research has focused on aggressive behavior to date, the subtype of non-aggressive rule-breaking behavior is poorly understood. The current study represents a first attempt to directly assess decision biases toward rule-breaking behavior, their motivational salience, and the association with interpersonal factors in conduct disorder. Participants (n = 20 children with conduct disorder and n = 20 healthy controls) played a video game with the goal to deliver a hot pizza by bicycle to a marked location on a two-dimensional city map. In each trial, participants decided whether to use the regular route (streets) or opt for a potential shortcut that was either permitted (bicycle lane) or prohibited (park). The efficiency of the shortcut was parametrically varied to assess individual decision functions. Consistent with our hypotheses, group differences emerged only when taking a shortcut represented a rule violation (park condition), with the conduct disorder group committing significantly more rule violations than controls. Furthermore, conduct disorder children showed a substantial frequency of rule violations even in the absence of shortcut related gains, indicating a pronounced insensitivity towards sanctions. Importantly, this tendency was associated with self-reported impulsivity and rule violations in real life.
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Affiliation(s)
- Aiste Jusyte
- LEAD Graduate School & Research Network, University of Tübingen, Germany; Department of Clinical Psychology and Psychotherapy, University of Tübingen, Germany.
| | - Roland Pfister
- Department of Psychology, University of Würzburg, Germany
| | - Nina Gehrer
- Department of Clinical Psychology and Psychotherapy, University of Tübingen, Germany
| | - Michael Schönenberg
- Department of Clinical Psychology and Psychotherapy, University of Tübingen, Germany
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26
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Khoury JE, Jamieson B, Milligan K. Risk for Childhood Internalizing and Externalizing Behavior Problems in the Context of Prenatal Alcohol Exposure: A Meta-Analysis and Comprehensive Examination of Moderators. Alcohol Clin Exp Res 2018; 42:1358-1377. [PMID: 29852057 DOI: 10.1111/acer.13805] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 05/16/2018] [Indexed: 11/28/2022]
Abstract
Prenatal alcohol exposure (PAE) is associated with a constellation of physical, neurocognitive, and behavioral abnormalities in offspring. The presence of internalizing (e.g., anxiety, mood disorders) and externalizing (e.g., oppositional defiant and conduct disorders) behavior problems has devastating and often long-lasting impacts on children, adolescents, and their families. The present meta-analysis explored the strength of the association between PAE and behavior problems, as well as factors that increase or mitigate risk. The current meta-analysis included 65 studies comparing children and adolescents with PAE to non- or light-exposed controls and attention-deficit/hyperactivity disorder (ADHD) samples, on a variety of internalizing and externalizing behavior outcomes. Results indicated that individuals with PAE are at increased risk for internalizing (d = 0.71, medium effect) and externalizing (d = 0.90, large effect) problems compared to control samples. The occurrence of total behavior problems was similar to that seen in ADHD samples. The strength of the association between internalizing and externalizing behavior problems and PAE was significantly moderated by several distinct sample characteristics, such as sample age, socioeconomic status, severity of exposure, and type of behavior problem. These findings further our understanding of the behavior problems experienced by children and adolescents with PAE.
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Affiliation(s)
| | | | - Karen Milligan
- Department of Psychology, Ryerson University, Toronto, Canada
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27
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Lopez-Guzman S, Konova AB, Louie K, Glimcher PW. Risk preferences impose a hidden distortion on measures of choice impulsivity. PLoS One 2018; 13:e0191357. [PMID: 29373590 PMCID: PMC5786295 DOI: 10.1371/journal.pone.0191357] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 01/03/2018] [Indexed: 12/31/2022] Open
Abstract
Measuring temporal discounting through the use of intertemporal choice tasks is now the gold standard method for quantifying human choice impulsivity (impatience) in neuroscience, psychology, behavioral economics, public health and computational psychiatry. A recent area of growing interest is individual differences in discounting levels, as these may predispose to (or protect from) mental health disorders, addictive behaviors, and other diseases. At the same time, more and more studies have been dedicated to the quantification of individual attitudes towards risk, which have been measured in many clinical and non-clinical populations using closely related techniques. Economists have pointed to interactions between measurements of time preferences and risk preferences that may distort estimations of the discount rate. However, although becoming standard practice in economics, discount rates and risk preferences are rarely measured simultaneously in the same subjects in other fields, and the magnitude of the imposed distortion is unknown in the assessment of individual differences. Here, we show that standard models of temporal discounting —such as a hyperbolic discounting model widely present in the literature which fails to account for risk attitudes in the estimation of discount rates— result in a large and systematic pattern of bias in estimated discounting parameters. This can lead to the spurious attribution of differences in impulsivity between individuals when in fact differences in risk attitudes account for observed behavioral differences. We advance a model which, when applied to standard choice tasks typically used in psychology and neuroscience, provides both a better fit to the data and successfully de-correlates risk and impulsivity parameters. This results in measures that are more accurate and thus of greater utility to the many fields interested in individual differences in impulsivity.
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Affiliation(s)
- Silvia Lopez-Guzman
- Center for Neural Science, New York University, New York, United States of America
- * E-mail:
| | - Anna B. Konova
- Center for Neural Science, New York University, New York, United States of America
| | - Kenway Louie
- Center for Neural Science, New York University, New York, United States of America
| | - Paul W. Glimcher
- Center for Neural Science, New York University, New York, United States of America
- Institute for the Study of Decision Making, New York University, New York, United States of America
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Sidlauskaite J, González-Madruga K, Smaragdi A, Riccelli R, Puzzo I, Batchelor M, Cornwell H, Clark L, Sonuga-Barke EJS, Fairchild G. Sex differences in risk-based decision making in adolescents with conduct disorder. Eur Child Adolesc Psychiatry 2018; 27:1133-1142. [PMID: 28688012 PMCID: PMC6133105 DOI: 10.1007/s00787-017-1024-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Accepted: 06/29/2017] [Indexed: 12/19/2022]
Abstract
Altered decision making processes and excessive risk-seeking behaviours are key features of conduct disorder (CD). Previous studies have provided compelling evidence of abnormally increased preference for risky options, higher sensitivity to rewards, as well as blunted responsiveness to aversive outcomes in adolescents with CD. However, most studies published to date have focused on males only; thus, it is not known whether females with CD show similar alterations in decision making. The current study investigated potential sex differences in decision making and risk-seeking behaviours in adolescents with CD. Forty-nine adolescents with CD (23 females) and 51 control subjects (27 females), aged 11-18 years, performed a computerised task assessing decision making under risk-the Risky Choice Task. Participants made a series of decisions between two gamble options that varied in terms of their expected values and probability of gains and losses. This enabled the participants' risk preferences to be determined. Taking the sample as a whole, adolescents with CD exhibited increased risk-seeking behaviours compared to healthy controls. However, we found a trend towards a sex-by-group interaction, suggesting that these effects may vary by sex. Follow-up analyses showed that males with CD made significantly more risky choices than their typically developing counterparts, while females with CD did not differ from typically developing females in their risk-seeking behaviours. Our results provide preliminary evidence that sex may moderate the relationship between CD and alterations in risk attitudes and reward processing, indicating that there may be sex differences in the developmental pathways and neuropsychological deficits that lead to CD.
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Affiliation(s)
- Justina Sidlauskaite
- Academic Unit of Psychology, University of Southampton, Building 44, Southampton, UK.
| | - Karen González-Madruga
- 0000 0004 1936 9297grid.5491.9Academic Unit of Psychology, University of Southampton, Building 44, Southampton, UK
| | - Areti Smaragdi
- 0000 0004 1936 9297grid.5491.9Academic Unit of Psychology, University of Southampton, Building 44, Southampton, UK
| | - Roberta Riccelli
- 0000 0004 1936 9297grid.5491.9Academic Unit of Psychology, University of Southampton, Building 44, Southampton, UK
| | - Ignazio Puzzo
- 0000 0004 1936 9297grid.5491.9Academic Unit of Psychology, University of Southampton, Building 44, Southampton, UK
| | - Molly Batchelor
- 0000 0004 1936 9297grid.5491.9Academic Unit of Psychology, University of Southampton, Building 44, Southampton, UK
| | - Harriet Cornwell
- 0000 0004 1936 9297grid.5491.9Academic Unit of Psychology, University of Southampton, Building 44, Southampton, UK
| | - Luke Clark
- 0000 0001 2288 9830grid.17091.3eDepartment of Psychology, University of British Columbia, Vancouver, Canada
| | - Edmund J. S. Sonuga-Barke
- 0000 0001 2322 6764grid.13097.3cDepartment of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Graeme Fairchild
- 0000 0001 2162 1699grid.7340.0Department of Psychology, University of Bath, Bath, UK
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Boys with conduct problems and callous-unemotional traits: Neural response to reward and punishment and associations with treatment response. Dev Cogn Neurosci 2017; 30:51-59. [PMID: 29324299 PMCID: PMC5993203 DOI: 10.1016/j.dcn.2017.12.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Revised: 12/12/2017] [Accepted: 12/13/2017] [Indexed: 12/13/2022] Open
Abstract
Abnormalities in reward and punishment processing are implicated in the development of conduct problems (CP), particularly among youth with callous-unemotional (CU) traits. However, no studies have examined whether CP children with high versus low CU traits exhibit differences in the neural response to reward and punishment. A clinic-referred sample of CP boys with high versus low CU traits (ages 8–11; n = 37) and healthy controls (HC; n = 27) completed a fMRI task assessing reward and punishment processing. CP boys also completed a randomized control trial examining the effectiveness of an empirically-supported intervention (i.e., Stop-Now-And-Plan; SNAP). Primary analyses examined pre-treatment differences in neural activation to reward and punishment, and exploratory analyses assessed whether these differences predicted treatment outcome. Results demonstrated associations between CP and reduced amygdala activation to punishment independent of age, race, IQ and co-occurring ADHD and internalizing symptoms. CU traits were not associated with reward or punishment processing after accounting for covariates and no differences were found between CP boys with high versus low CU traits. While boys assigned to SNAP showed a greater reduction in CP, differences in neural activation were not associated with treatment response. Findings suggest that reduced sensitivity to punishment is associated with early-onset CP in boys regardless of the level of CU traits.
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Macchi R, MacKew L, Davis C. Is decision-making ability related to food choice and facets of eating behaviour in adolescents? Appetite 2017; 116:442-455. [PMID: 28536057 DOI: 10.1016/j.appet.2017.05.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Revised: 05/01/2017] [Accepted: 05/17/2017] [Indexed: 11/29/2022]
Abstract
PURPOSE To test the prediction that poor decision-making would predict poor eating-related behaviours, which in turn would relate to elevated body mass index (BMI) percentile. METHODS Associations among decision-making ability, eating behaviours, and BMI percentile were examined in a sample of 311 healthy male and female adolescents, aged 14-18 years. Structural equation modelling was used to test the proposed relationships. RESULTS The predicted model was a good fit to the data and all paths between latent and indicator variables were significant. Impulsive responding significantly predicted poor food choice and overeating. No significant relationships emerged between eating-related variables and BMI percentile. CONCLUSIONS Findings from this study extend the existing research in adults and offer a more comprehensive understanding of factors that may contribute to eating behaviours and weight status in teenagers.
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Affiliation(s)
- Rosemarie Macchi
- Department of Kinesiology and Health Science, York University, Toronto, ON, Canada.
| | - Laura MacKew
- Department of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Caroline Davis
- Department of Kinesiology and Health Science, York University, Toronto, ON, Canada
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31
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The Relationship between Executive Functions and Externalizing Behavior Problems in Early Childhood Education. ACTA ACUST UNITED AC 2017. [DOI: 10.1016/j.sbspro.2017.02.121] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Yates JR, Breitenstein KA, Gunkel BT, Hughes MN, Johnson AB, Rogers KK, Shape SM. Effects of NMDA receptor antagonists on probability discounting depend on the order of probability presentation. Pharmacol Biochem Behav 2016; 150-151:31-38. [PMID: 27642050 DOI: 10.1016/j.pbb.2016.09.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Revised: 09/12/2016] [Accepted: 09/14/2016] [Indexed: 02/06/2023]
Abstract
Risky decision making can be measured using a probability-discounting procedure, in which animals choose between a small, certain reinforcer and a large, uncertain reinforcer. Recent evidence has identified glutamate as a mediator of risky decision making, as blocking the N-methyl-d-aspartate (NMDA) receptor with MK-801 increases preference for a large, uncertain reinforcer. Because the order in which probabilities associated with the large reinforcer can modulate the effects of drugs on choice, the current study determined if NMDA receptor ligands alter probability discounting using ascending and descending schedules. Sixteen rats were trained in a probability-discounting procedure in which the odds against obtaining the large reinforcer increased (n=8) or decreased (n=8) across blocks of trials. Following behavioral training, rats received treatments of the NMDA receptor ligands MK-801 (uncompetitive antagonist; 0, 0.003, 0.01, or 0.03mg/kg), ketamine (uncompetitive antagonist; 0, 1.0, 5.0, or 10.0mg/kg), and ifenprodil (NR2B-selective non-competitive antagonist; 0, 1.0, 3.0, or 10.0mg/kg). Results showed discounting was steeper (indicating increased risk aversion) for rats on an ascending schedule relative to rats on the descending schedule. Furthermore, the effects of MK-801, ketamine, and ifenprodil on discounting were dependent on the schedule used. Specifically, the highest dose of each drug decreased risk taking in rats in the descending schedule, but only MK-801 (0.03mg/kg) increased risk taking in rats on an ascending schedule. These results show that probability presentation order modulates the effects of NMDA receptor ligands on risky decision making.
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Affiliation(s)
- Justin R Yates
- Department of Psychological Science, Northern Kentucky University, USA.
| | | | - Benjamin T Gunkel
- Department of Psychological Science, Northern Kentucky University, USA
| | - Mallory N Hughes
- Department of Psychological Science, Northern Kentucky University, USA
| | - Anthony B Johnson
- Department of Psychological Science, Northern Kentucky University, USA
| | | | - Sara M Shape
- Department of Psychological Science, Northern Kentucky University, USA
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Reduced Default Mode Connectivity in Adolescents With Conduct Disorder. J Am Acad Child Adolesc Psychiatry 2016; 55:800-808.e1. [PMID: 27566121 DOI: 10.1016/j.jaac.2016.05.021] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Revised: 05/26/2016] [Accepted: 06/22/2016] [Indexed: 01/24/2023]
Abstract
OBJECTIVE Conduct disorder (CD) is characterized by impulsive, aggressive, and antisocial behaviors that might be related to deficits in empathy and moral reasoning. The brain's default mode network (DMN) has been implicated in self-referential cognitive processes of this kind. METHOD This study examined connectivity between key nodes of the DMN in 29 adolescent boys with CD and 29 age- and sex-matched typically developing adolescent boys. The authors ensured that group differences in DMN connectivity were not explained by comorbidity with other disorders by systematically controlling for the effects of substance use disorders (SUDs), attention-deficit/hyperactivity disorder (ADHD) symptoms, psychopathic traits, and other common mental health problems. RESULTS Only after adjusting for co-occurring ADHD symptoms, the group with CD showed hypoconnectivity between core DMN regions compared with typically developing controls. ADHD symptoms were associated with DMN hyperconnectivity. There was no effect of psychopathic traits on DMN connectivity in the group with CD, and the key results were unchanged when controlling for SUDs and other common mental health problems. CONCLUSION Future research should directly investigate the possibility that the aberrant DMN connectivity observed in the present study contributes to CD-related deficits in empathy and moral reasoning and examine self-referential cognitive processes in CD more generally.
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White SF, Tyler PM, Erway AK, Botkin ML, Kolli V, Meffert H, Pope K, Blair RJ. Dysfunctional representation of expected value is associated with reinforcement-based decision-making deficits in adolescents with conduct problems. J Child Psychol Psychiatry 2016; 57:938-46. [PMID: 27062170 PMCID: PMC4958524 DOI: 10.1111/jcpp.12557] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/02/2016] [Indexed: 11/26/2022]
Abstract
BACKGROUND Previous work has shown that patients with conduct problems (CP) show impairments in reinforcement-based decision-making. However, studies with patients have not previously demonstrated any relationships between impairment in any of the neurocomputations underpinning reinforcement-based decision-making and specific symptom sets [e.g. level of CP and/or callous-unemotional (CU) traits]. METHODS Seventy-two youths [20 female, mean age = 13.81 (SD = 2.14), mean IQ = 102.34 (SD = 10.99)] from a residential treatment program and the community completed a passive avoidance task while undergoing functional MRI. RESULTS Greater levels of CP were associated with poorer task performance. Reduced representation of expected values (EV) when making avoidance responses within bilateral anterior insula cortex/inferior frontal gyrus (AIC/iFG) and striatum was associated with greater levels of CP but not CU traits. CONCLUSIONS The current data indicate that difficulties in the use of value information to motivate decisions to avoid suboptimal choices are associated with increased levels of CP (though not severity of CU traits). Moreover, they account for the behavioral deficits observed during reinforcement-based decision-making in youth with CP. In short, an individual's relative failure to utilize value information within AIC/iFG to avoid bad choices is associated with elevated levels of CP.
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Affiliation(s)
- Stuart F. White
- Section on Affective Cognitive Neuroscience, NIMH, NIH, Bethesda, MD,Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE; USA
| | - Patrick M. Tyler
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE; USA
| | - Anna K. Erway
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE; USA
| | - Mary L. Botkin
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE; USA
| | - Venkata Kolli
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE; USA
| | - Harma Meffert
- Section on Affective Cognitive Neuroscience, NIMH, NIH, Bethesda, MD
| | - Kayla Pope
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, NE; USA
| | - R. James Blair
- Section on Affective Cognitive Neuroscience, NIMH, NIH, Bethesda, MD
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Sully K, Sonuga-Barke EJS, Savage J, Fairchild G. Investigating the Familial Basis of Heightened Risk-Taking in Adolescents With Conduct Disorder and Their Unaffected Relatives. Dev Neuropsychol 2016; 41:93-106. [PMID: 27031280 DOI: 10.1080/87565641.2016.1145223] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Previous studies have demonstrated increased risk-taking in adolescents with Conduct Disorder (CD) compared with typically developing controls. Increased risk-taking may partly mediate the pathway from genetic or environmental risk to CD. We investigated the familial basis of risk-taking by examining whether the unaffected relatives of CD probands (n = 22) showed heightened risk-taking in a gambling task, in common with affected probands (n = 44). Adolescents with CD were more likely to select risky options than the typically developing controls (n = 37) and unaffected relatives. Our findings confirm the association between CD and increased risk-taking, but suggest that this decision-making style may not have a familial basis.
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Affiliation(s)
- Kate Sully
- a Academic Unit of Psychology , University of Southampton , Southampton , United Kingdom
| | - Edmund J S Sonuga-Barke
- a Academic Unit of Psychology , University of Southampton , Southampton , United Kingdom.,b Department of Experimental, Clinical and Health Psychology , Ghent University , Ghent , Belgium
| | - Justin Savage
- c School of Psychology , Cardiff University , Cardiff , United Kingdom
| | - Graeme Fairchild
- a Academic Unit of Psychology , University of Southampton , Southampton , United Kingdom
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Dekkers TJ, Popma A, Agelink van Rentergem JA, Bexkens A, Huizenga HM. Risky decision making in Attention-Deficit/Hyperactivity Disorder: A meta-regression analysis. Clin Psychol Rev 2016; 45:1-16. [PMID: 26978323 DOI: 10.1016/j.cpr.2016.03.001] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2015] [Revised: 01/12/2016] [Accepted: 03/02/2016] [Indexed: 01/21/2023]
Abstract
ADHD has been associated with various forms of risky real life decision making, for example risky driving, unsafe sex and substance abuse. However, results from laboratory studies on decision making deficits in ADHD have been inconsistent, probably because of between study differences. We therefore performed a meta-regression analysis in which 37 studies (n ADHD=1175; n Control=1222) were included, containing 52 effect sizes. The overall analysis yielded a small to medium effect size (standardized mean difference=.36, p<.001, 95% CI [.22, .51]), indicating that groups with ADHD showed more risky decision making than control groups. There was a trend for a moderating influence of co-morbid Disruptive Behavior Disorders (DBD): studies including more participants with co-morbid DBD had larger effect sizes. No moderating influence of co-morbid internalizing disorders, age or task explicitness was found. These results indicate that ADHD is related to increased risky decision making in laboratory settings, which tended to be more pronounced if ADHD is accompanied by DBD. We therefore argue that risky decision making should have a more prominent role in research on the neuropsychological and -biological mechanisms of ADHD, which can be useful in ADHD assessment and intervention.
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Affiliation(s)
- Tycho J Dekkers
- University of Amsterdam, Department of Psychology, The Netherlands; De Bascule, Academic Center for Child- and Adolescent Psychiatry, Department of Forensic Psychiatry and Complex Behavioral Disorders, The Netherlands.
| | - Arne Popma
- De Bascule, Academic Center for Child- and Adolescent Psychiatry, Department of Forensic Psychiatry and Complex Behavioral Disorders, The Netherlands; Free University Medical Center (VUmc) Amsterdam, Department of Child- and Adolescent Psychiatry, The Netherlands; University of Leiden, Department of Criminology, The Netherlands
| | | | - Anika Bexkens
- University of Leiden, Department of Developmental and Educational Psychology, The Netherlands; GGZ Delfland, Center for Psychiatry, Department of Psychiatry in Individuals with Intellectual Disability, The Netherlands
| | - Hilde M Huizenga
- University of Amsterdam, Department of Psychology, The Netherlands; University of Amsterdam, Amsterdam Brain and Cognition Center, The Netherlands; University of Amsterdam, Research Priority Area Yield, The Netherlands
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Sonuga-Barke EJS, Cortese S, Fairchild G, Stringaris A. Annual Research Review: Transdiagnostic neuroscience of child and adolescent mental disorders--differentiating decision making in attention-deficit/hyperactivity disorder, conduct disorder, depression, and anxiety. J Child Psychol Psychiatry 2016; 57:321-49. [PMID: 26705858 PMCID: PMC4762324 DOI: 10.1111/jcpp.12496] [Citation(s) in RCA: 107] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/11/2015] [Indexed: 12/18/2022]
Abstract
BACKGROUND Ineffective decision making is a major source of everyday functional impairment and reduced quality of life for young people with mental disorders. However, very little is known about what distinguishes decision making by individuals with different disorders or the neuropsychological processes or brain systems underlying these. This is the focus of the current review. SCOPE AND METHODOLOGY We first propose a neuroeconomic model of the decision-making process with separate stages for the prechoice evaluation of expected utility of future options; choice execution and postchoice management; the appraisal of outcome against expectation; and the updating of value estimates to guide future decisions. According to the proposed model, decision making is mediated by neuropsychological processes operating within three domains: (a) self-referential processes involved in autobiographical reflection on past, and prospection about future, experiences; (b) executive functions, such as working memory, inhibition, and planning, that regulate the implementation of decisions; and (c) processes involved in value estimation and outcome appraisal and learning. These processes are underpinned by the interplay of multiple brain networks, especially medial and lateralized cortical components of the default mode network, dorsal corticostriatal circuits underpinning higher order cognitive and behavioral control, and ventral frontostriatal circuits, connecting to brain regions implicated in emotion processing, that control valuation and learning processes. FINDINGS AND CONCLUSION Based on clinical insights and considering each of the decision-making stages in turn, we outline disorder-specific hypotheses about impaired decision making in four childhood disorders: attention-deficit/hyperactivity disorder (ADHD), conduct disorder (CD), depression, and anxiety. We hypothesize that decision making in ADHD is deficient (i.e. inefficient, insufficiently reflective, and inconsistent) and impulsive (biased toward immediate over delayed alternatives). In CD, it is reckless and insensitive to negative consequences. In depression, it is disengaged, perseverative, and pessimistic, while in anxiety, it is hesitant, risk-averse, and self-deprecating. A survey of current empirical indications related to these disorder-specific hypotheses highlights the limited and fragmentary nature of the evidence base and illustrates the need for a major research initiative in decision making in childhood disorders. The final section highlights a number of important additional general themes that need to be considered in future research.
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Affiliation(s)
- Edmund J S Sonuga-Barke
- Developmental Brain-Behaviour Laboratory, Academic Unit of Psychology, University of Southampton, Southampton, UK
| | - Samuele Cortese
- Developmental Brain-Behaviour Laboratory, Academic Unit of Psychology, University of Southampton, Southampton, UK
- Child Study Center at NYU Langone Medical Center, New York, NY, USA
| | - Graeme Fairchild
- Developmental Brain-Behaviour Laboratory, Academic Unit of Psychology, University of Southampton, Southampton, UK
| | - Argyris Stringaris
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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Individual behavioral and neurochemical markers of unadapted decision-making processes in healthy inbred mice. Brain Struct Funct 2016; 221:4615-4629. [PMID: 26860089 PMCID: PMC5102946 DOI: 10.1007/s00429-016-1192-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2015] [Accepted: 01/20/2016] [Indexed: 02/03/2023]
Abstract
One of the hallmarks of decision-making processes is the inter-individual variability between healthy subjects. These behavioral patterns could constitute risk factors for the development of psychiatric disorders. Therefore, finding predictive markers of safe or risky decision-making is an important challenge for psychiatry research. We set up a mouse gambling task (MGT)-adapted from the human Iowa gambling task with uncertain contingencies between response and outcome that furthermore enables the emergence of inter-individual differences. Mice (n = 54) were further individually characterized for locomotive, emotional and cognitive behavior. Individual basal rates of monoamines and brain activation after the MGT were assessed in brain regions related to reward, emotion or cognition. In a large healthy mice population, 44 % showed a balanced strategy with limited risk-taking and flexible choices, 29 % showed a safe but rigid strategy, while 27 % adopted risky behavior. Risky mice took also more risks in other apparatus behavioral devices and were less sensitive to reward. No difference existed between groups regarding anxiety, working memory, locomotion and impulsivity. Safe/rigid mice exhibited a hypoactivation of prefrontal subareas, a high level of serotonin in the orbitofrontal cortex combined with a low level of dopamine in the putamen that predicted the emergence of rigid behavior. By contrast, high levels of dopamine, serotonin and noradrenalin in the hippocampus predicted the emergence of more exploratory and risky behaviors. The coping of C57bl/6J mice in MGT enables the determination of extreme patterns of choices either safe/rigid or risky/flexible, related to specific neurochemical and behavioral markers.
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Hulvershorn LA, Hummer TA, Fukunaga R, Leibenluft E, Finn P, Cyders MA, Anand A, Overhage L, Dir A, Brown J. Neural activation during risky decision-making in youth at high risk for substance use disorders. Psychiatry Res 2015; 233:102-11. [PMID: 26071624 PMCID: PMC4536117 DOI: 10.1016/j.pscychresns.2015.05.007] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 03/13/2015] [Accepted: 05/13/2015] [Indexed: 01/30/2023]
Abstract
Risky decision-making, particularly in the context of reward-seeking behavior, is strongly associated with the presence of substance use disorders (SUDs). However, there has been little research on the neural substrates underlying reward-related decision-making in drug-naïve youth who are at elevated risk for SUDs. Participants comprised 23 high-risk (HR) youth with a well-established SUD risk phenotype and 27 low-risk healthy comparison (HC) youth, aged 10-14. Participants completed the balloon analog risk task (BART), a task designed to examine risky decision-making, during functional magnetic resonance imaging. The HR group had faster reaction times, but otherwise showed no behavioral differences from the HC group. HR youth experienced greater activation when processing outcome, as the chances of balloon explosion increased, relative to HC youth, in ventromedial prefrontal cortex (vmPFC). As explosion probability increased, group-by-condition interactions in the ventral striatum/anterior cingulate and the anterior insula showed increasing activation in HR youth, specifically on trials when explosions occurred. Thus, atypical activation increased with increasing risk of negative outcome (i.e., balloon explosion) in a cortico-striatal network in the HR group. These findings identify candidate neurobiological markers of addiction risk in youth at high familial and phenotypic risk for SUDs.
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Affiliation(s)
- Leslie A Hulvershorn
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Tom A Hummer
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Rena Fukunaga
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA
| | - Ellen Leibenluft
- Section on Bipolar Spectrum Disorders, Intramural Research Program, NIMH, Bethesda, MD, USA
| | - Peter Finn
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA
| | - Melissa A Cyders
- Department of Psychology, Indiana University Purdue University - Indianapolis, Indianapolis, IN, USA
| | - Amit Anand
- Center for Behavioral Health, Cleveland Clinic, Cleveland, OH, USA
| | - Lauren Overhage
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Allyson Dir
- Department of Psychology, Indiana University Purdue University - Indianapolis, Indianapolis, IN, USA
| | - Joshua Brown
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA
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Antisocial behavior, psychopathic features and abnormalities in reward and punishment processing in youth. Clin Child Fam Psychol Rev 2015; 17:125-56. [PMID: 24357109 DOI: 10.1007/s10567-013-0159-6] [Citation(s) in RCA: 85] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
A better understanding of what leads youth to initially engage in antisocial behavior (ASB) and more importantly persist with such behaviors into adulthood has significant implications for prevention and intervention efforts. A considerable number of studies using behavioral and neuroimaging techniques have investigated abnormalities in reward and punishment processing as potential causal mechanisms underlying ASB. However, this literature has yet to be critically evaluated, and there are no comprehensive reviews that systematically examine and synthesize these findings. The goal of the present review is twofold. The first aim is to examine the extent to which youth with ASB are characterized by abnormalities in (1) reward processing; (2) punishment processing; or (3) both reward and punishment processing. The second aim is to evaluate whether aberrant reward and/or punishment processing is specific to or most pronounced in a subgroup of antisocial youth with psychopathic features. Studies utilizing behavioral methods are first reviewed, followed by studies using functional magnetic resonance imaging. An integration of theory and research across multiple levels of analysis is presented in order to provide a more comprehensive understanding of reward and punishment processing in antisocial youth. Findings are discussed in terms of developmental and contextual considerations, proposed future directions and implications for intervention.
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Altered hemodynamic activity in conduct disorder: a resting-state FMRI investigation. PLoS One 2015; 10:e0122750. [PMID: 25816069 PMCID: PMC4376798 DOI: 10.1371/journal.pone.0122750] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2014] [Accepted: 02/13/2015] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Youth with conduct disorder (CD) not only inflict serious physical and psychological harm on others, but are also at greatly increased risk of sustaining injuries, developing depression or substance abuse, and engaging in criminal behaviors. The underlying neurobiological basis of CD remains unclear. OBJECTIVE The present study investigated whether participants with CD have altered hemodynamic activity under resting-state conditions. METHODS Eighteen medication-naïve boys with CD and 18 age- and sex- matched typically developing (TD) controls underwent functional magnetic resonance imaging (MRI) scans in the resting state. The amplitude of low-frequency fluctuations (ALFF) was measured and compared between the CD and TD groups. RESULTS Compared with the TD participants, the CD participants showed lower ALFF in the bilateral amygdala/parahippocampus, right lingual gyrus, left cuneus and right insula. Higher ALFF was observed in the right fusiform gyrus and right thalamus in the CD participants compared to the TD group. CONCLUSIONS Youth with CD displayed widespread functional abnormalities in emotion-related and visual cortical regions in the resting state. These results suggest that deficits in the intrinsic activity of resting state networks may contribute to the etiology of CD.
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Trezza V, Baarendse PJJ, Vanderschuren LJMJ. On the interaction between drugs of abuse and adolescent social behavior. Psychopharmacology (Berl) 2014; 231:1715-29. [PMID: 24553578 DOI: 10.1007/s00213-014-3471-z] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Accepted: 01/26/2014] [Indexed: 01/20/2023]
Abstract
RATIONALE Social factors influence drug abuse. Conversely, drugs of abuse alter social behavior. This is especially pertinent during post-weaning development, when there are profound changes in the social repertoire, and the sensitivity to the positive and negative effects of drugs of abuse is altered. OBJECTIVES This study aimed to provide an overview of our current understanding of the interaction between drugs of abuse and juvenile/adolescent social behavior. METHODS We first provide evidence that a characteristic form of juvenile and adolescent social behavior, i.e., social play behavior, has reinforcing properties and is affected by drugs of abuse. Next, social risk factors for drug use and addiction are described, including antisocial personality traits and early social insults. Last, we discuss research that investigates social influences on drug use, as well as the consequences of perinatal drug exposure on later social interactions. RESULTS Social play behavior is highly rewarding in laboratory animals, and it is affected by low doses of opioids, cannabinoids, ethanol, nicotine, and psychostimulants. In humans, antisocial personality traits, most prominently in the form of conduct disorder, are a prominent risk factor for drug addiction. Preclinical studies have consistently shown altered sensitivity to drugs as a result of social isolation during post-weaning development. The social environment of an individual has a profound, but complex, influence on drug use, and perinatal drug exposure markedly alters later social interactions. CONCLUSIONS The studies reviewed here provide a framework to understand the interaction between drugs of abuse and adolescent social interaction, at the preclinical and the clinical level.
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Affiliation(s)
- Viviana Trezza
- Department of Science, Section of Biomedical Science and Technologies, University "Roma Tre", Rome, Italy
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White SF, Clanton R, Brislin SJ, Meffert H, Hwang S, Sinclair S, Blair RJR. Reward: empirical contribution. Temporal discounting and conduct disorder in adolescents. J Pers Disord 2014; 28:5-18. [PMID: 24344883 PMCID: PMC4491633 DOI: 10.1521/pedi.2014.28.1.5] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The current study examined temporal discounting (the decrease in subjective reward value as a function of increasing delay) in youths with conduct disorder (CD) and the extent to which this was modulated by level of psychopathic traits. In the temporal discounting task, participants were asked to choose between immediate rewards of varying values and a larger reward, held at a constant value ($10), whose receipt was delayed by different time intervals across trials (e.g., 7 days, 360 days). The level of immediate reward necessary for selection over the larger, delayed reward is the measure of temporal discounting. Forty-six youths (21 with CD and 25 healthy youths) participated in this study. Compared with healthy youths, youths with CD chose significantly smaller amounts of immediate reward rather than the larger future rewards. This was the case even in youths with CD without comorbid attention-deficit/hyperactivity disorder. However, level of psychopathic traits did not modulate temporal discounting in this sample. These results are discussed in terms of neurobiological models of CD and psychopathic traits.
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Mata F, Sallum I, Miranda DM, Bechara A, Malloy-Diniz LF. Do general intellectual functioning and socioeconomic status account for performance on the Children's Gambling Task? Front Neurosci 2013; 7:68. [PMID: 23760222 PMCID: PMC3669750 DOI: 10.3389/fnins.2013.00068] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2012] [Accepted: 04/15/2013] [Indexed: 12/04/2022] Open
Abstract
Studies that use the Iowa Gambling Task (IGT) and its age-appropriate versions as indices of affective decision-making during childhood and adolescence have demonstrated significant individual differences in scores. Our study investigated the association between general intellectual functioning and socioeconomic status (SES) and its effect on the development of affective decision-making in preschoolers by using a computerized version of the Children's Gambling Task (CGT). We administered the CGT and the Columbia Mental Maturity Scale (CMMS) to 137 Brazilian children between the ages of 3 and 5 years old to assess their general intellectual functioning. We also used the Brazilian Criterion of Economic Classification (CCEB) to assess their SES. Age differences between 3- and 4-years-old, but not between 4- and 5-years-old, confirmed the results obtained by Kerr and Zelazo (2004), indicating the rapid development of affective decision-making during the preschool period. Both 4- and 5-years-old performed significantly above chance on blocks 3, 4, and 5 of the CGT, whereas 3-years-old mean scores did not differ from chance. We found that general intellectual functioning was not related to affective decision-making. On the other hand, our findings showed that children with high SES performed better on the last block of the CGT in comparison to children with low SES, which indicates that children from the former group seem more likely to use the information about the gain/loss aspects of the decks to efficiently choose cards from the advantageous deck throughout the task.
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Affiliation(s)
- Fernanda Mata
- Laboratório de Investigações Neuropsicológicas, Faculdade de Medicina, Instituto Nacional de Ciência e Tecnologia de Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
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Balogh KN, Mayes LC, Potenza MN. Risk-taking and decision-making in youth: relationships to addiction vulnerability. J Behav Addict 2013; 2:10.1556/JBA.2.2013.1.1. [PMID: 24294500 PMCID: PMC3840427 DOI: 10.1556/jba.2.2013.1.1] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Decision-making and risk-taking behavior undergo developmental changes during adolescence. Disadvantageous decision-making and increased risk-taking may lead to problematic behaviors such as substance use and abuse, pathological gambling and excessive internet use. METHODS Based on MEDLINE searches, this article reviews the literature on decision-making and risk-taking and their relationship to addiction vulnerability in youth. RESULTS Decision-making and risk-taking behaviors involve brain areas that undergoing developmental changes during puberty and young adulthood. Individual differences and peer pressure also relate importantly to decision-making and risk-taking. CONCLUSIONS Brain-based changes in emotional, motivational and cognitive processing may underlie risk-taking and decision-making propensities in adolescence, making this period a time of heightened vulnerability for engagement in additive behaviors.
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Affiliation(s)
- Kornelia N. Balogh
- Department of Psychiatry, VA Connecticut Healthcare/Yale University School of Medicine, West Haven, CT, USA
| | - Linda C. Mayes
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Marc N. Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA, Department of Neurobiology, Yale University School of Medicine, New Haven, CT, USA, Child Study Center, Yale University School of Medicine, New Haven, CT, USA
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Pan L, Segreti A, Almeida J, Jollant F, Lawrence N, Brent D, Phillips M. Preserved hippocampal function during learning in the context of risk in adolescent suicide attempt. Psychiatry Res 2013; 211:112-8. [PMID: 23158778 PMCID: PMC3570719 DOI: 10.1016/j.pscychresns.2012.07.008] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2011] [Revised: 07/11/2012] [Accepted: 07/12/2012] [Indexed: 10/27/2022]
Abstract
Impairment in decision-making is frequently observed in suicide attempters. Little is known, however, about neural circuitry underlying decision-making in adolescent attempters. Functional magnetic resonance imaging (fMRI) was used to assess decision-making and learning-related neural activity during Iowa Gambling Task (IGT) performance in adolescents with depression and suicide attempt (ATT, n=15), non-attempters with depression (NAT, n=14), and healthy controls (HC, n=13). ATT performed best on the IGT. A three group by two condition (high-risk versus low-risk) by three IGT block (each of 20 cards) whole-brain analysis (p<0.05, corrected) interaction was found in the left hippocampal, frontal and temporal cortical, striatal and thalamic regions. Post-hoc analyses revealed that during low-risk decisions in blocks 2 and 3, NAT, but not ATT, showed greater left hippocampal activation versus HC (p=0.0004, p=0.003); in block 2, during low-risk decisions NAT showed greater left middle temporal gyral activation versus HC (p=0.003); in block 3, during high-risk decisions ATT showed less activation in the right thalamus versus NAT (p=0.001) and during low risk decisions ATT showed greater activation than HC in the left caudate (p=0.002). NAT, but not ATT are differentiated from HC during performance of the IGT. Functional abnormalities in neural circuitry implicated in learning in the context of risk may underlie risk for MDD, but not risk for suicide attempt, in adolescence.
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Affiliation(s)
- Lisa Pan
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA.
| | - AnnaMaria Segreti
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA. Dr. Phillips has a
| | - Jorge Almeida
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA. Dr. Phillips has a
| | - Fabrice Jollant
- Department of Psychiatry, Douglas Institute, McGill University, Montreal, Quebec, Canada
| | - Natalia Lawrence
- Department of Psychological Medicine, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - David Brent
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA. Dr. Phillips has a
| | - Mary Phillips
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA. Dr. Phillips has a,Department of Psychological Medicine, School of Medicine, Cardiff University, Cardiff, United Kingdom
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Baarendse PJ, Winstanley CA, Vanderschuren LJ. Simultaneous blockade of dopamine and noradrenaline reuptake promotes disadvantageous decision making in a rat gambling task. Psychopharmacology (Berl) 2013; 225:719-31. [PMID: 22968659 PMCID: PMC3531574 DOI: 10.1007/s00213-012-2857-z] [Citation(s) in RCA: 82] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Accepted: 08/22/2012] [Indexed: 01/19/2023]
Abstract
RATIONALE The inability to make profitable long-term decisions has been implicated in several psychiatric disorders. There is emerging evidence to support a role for dopamine (DA) in decision making, but our understanding of the role of noradrenaline (NA) and serotonin (5-HT) in decision making, and of possible interactions between the three monoamines, is limited. Moreover, impulsivity has been associated with aberrant decision making, but the underlying mechanisms are incompletely understood. OBJECTIVE The purpose of this study is to improve our understanding of the neuropharmacological mechanisms of decision making and impulse control. METHODS We investigated the effects of amphetamine (0.25-1.0 mg/kg) and selective reuptake inhibitors of DA (GBR12909; 2.5-10 mg/kg), NA (atomoxetine; 0.3-3.0 mg/kg), and 5-HT (citalopram; 0.3-3.0 mg/kg) in a rat gambling task (rGT). Since the rGT allows for detection of impulsive action, i.e., premature responding, we also assessed the relationship between decision making and impulsivity. RESULTS In the rGT, rats developed an optimal choice strategy from the first session onwards. Elevation of endogenous DA or NA levels increased and decreased impulsivity, respectively, but did not alter decision making. However, simultaneous blockade of DA and NA disrupted decision making, reflected by a relative decrease in choice for the advantageous choice options. Increasing 5-HT neurotransmission did not affect decision making or impulsivity. CONCLUSIONS These data suggest important but complementary or redundant roles of DA and NA neurotransmission in decision-making processes based on reward probability and punishment. Moreover, impulse control and decision making in the rGT rely on dissociable mechanisms.
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Affiliation(s)
- Petra J.J. Baarendse
- Dept. of Neuroscience and Pharmacology, Rudolf Magnus Institute of Neuroscience, UMC Utrecht, Utrecht, The Netherlands
| | - Catharine A. Winstanley
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
| | - Louk J.M.J. Vanderschuren
- Dept. of Neuroscience and Pharmacology, Rudolf Magnus Institute of Neuroscience, UMC Utrecht, Utrecht, The Netherlands
- Dept. of Animals in Science and Society, Division of Behavioural Neuroscience, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
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Impaired neurocognitive functions affect social learning processes in oppositional defiant disorder and conduct disorder: implications for interventions. Clin Child Fam Psychol Rev 2012; 15:234-46. [PMID: 22790712 DOI: 10.1007/s10567-012-0118-7] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
In this review, a conceptualization of oppositional defiant (ODD) and conduct disorder (CD) is presented according to which social learning processes in these disorders are affected by neurocognitive dysfunctions. Neurobiological studies in ODD and CD suggest that the ability to make associations between behaviors and negative and positive consequences is compromised in children and adolescents with these disorders due to reduced sensitivity to punishment and to reward. As a result, both learning of appropriate behavior and learning to refrain from inappropriate behavior may be affected. Likewise, problem solving is impaired due to deficiencies in inhibition, attention, cognitive flexibility, and decision making. Consequently, children and adolescents with ODD and CD may have difficulty learning to optimize their behavior in changeable environments. This conceptualization of ODD and CD is relevant for the improvement of the effect of psychological treatments. Behavioral and cognitive-behavioral interventions that have been shown to be modestly effective in ODD and CD are based on social learning. Limited effectiveness of these interventions may be caused by difficulties in social learning in children and adolescents with ODD and CD. However, although these impairments have been observed at a group level, the deficits in reward processing, punishment processing, and cognitive control mentioned above may not be present to the same extent in each individual with ODD and CD. Therefore, the neurocognitive characteristics in children and adolescents with ODD and CD should be assessed individually. Thus, instead of delivering interventions in a standardized way, these programs may benefit from an individualized approach that depends on the weaknesses and strengths of the neurocognitive characteristics of the child and the adolescent.
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Schoemaker K, Mulder H, Deković M, Matthys W. Executive Functions in Preschool Children with Externalizing Behavior Problems: A Meta-Analysis. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2012; 41:457-71. [PMID: 23054130 DOI: 10.1007/s10802-012-9684-x] [Citation(s) in RCA: 203] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Kim Schoemaker
- Department of Child and Adolescent Studies, Utrecht University, Utrecht, the Netherlands.
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Hyatt CJ, Haney-Caron E, Stevens MC. Cortical thickness and folding deficits in conduct-disordered adolescents. Biol Psychiatry 2012; 72:207-14. [PMID: 22209639 PMCID: PMC3367056 DOI: 10.1016/j.biopsych.2011.11.017] [Citation(s) in RCA: 95] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2011] [Revised: 11/17/2011] [Accepted: 11/20/2011] [Indexed: 11/16/2022]
Abstract
BACKGROUND Studies of pediatric conduct disorder (CD) have described frontal and temporal lobe structural abnormalities that parallel findings in antisocial adults. The purpose of this study was to examine previously unexplored cortical thickness and folding as markers for brain abnormalities in "pure CD"-diagnosed adolescents. On the basis of current frontotemporal theories, we hypothesized that CD youth would have thinner cortex or less cortical folding in temporal and frontal lobes than control subjects. METHODS We obtained T1-weighted brain structure images from 24 control and 19 CD participants aged 12 to 18 years, matched by gender and age. We measured group differences in cortical thickness and local gyrification index (regional cortical folding measure) using surface-based morphometry with clusterwise correction for multiple comparisons. RESULTS The CD participants, compared with control subjects, showed both reduced cortical thickness and folding. Thinner cortex was located primarily in posterior brain regions, including left superior temporal and parietal lobes, temporoparietal junction and paracentral lobule, right superior temporal and parietal lobes, temporoparietal junction, and precuneus. Folding deficits were located mainly in anterior brain regions and included left insula, ventro- and dorsomedial prefrontal, anterior cingulate and orbitofrontal cortices, temporal lobe, right superior frontal and parietal lobes, and paracentral lobule. CONCLUSIONS Our findings generally agree with previous CD volumetric studies but here show the unique contributions of cortical thickness and folding to gray matter reductions in pure CD in different brain regions.
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Affiliation(s)
- Christopher J Hyatt
- Olin Neuropsychiatry Research Center, Institute of Living at Hartford Hospital, Hartford, Connecticut, USA
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