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Peng P, Hao Y, Zhang X, Ma Y, Liu X, Shen D, Shen W, Zhao B, Li D, Beck SE, Nunez YZ, Potenza MN, Gelernter J, Liu T, Yang BZ. A multicenter cross-sectional study of gambling disorder among patients with methamphetamine use disorder in drug rehabilitation centers: prevalence, correlates, and network analysis. Ann Gen Psychiatry 2025; 24:12. [PMID: 40033412 PMCID: PMC11877697 DOI: 10.1186/s12991-025-00546-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 02/04/2025] [Indexed: 03/05/2025] Open
Abstract
BACKGROUND This study sought to investigate the prevalence, correlates, and network structure of the manifested symptoms in gambling disorder (GD) among methamphetamine (MA) use disorder (MUD) patients in China. METHODS We interviewed 1069 patients using the Semi-Structured Assessment for Drug Dependence and Alcoholism (SSADDA), Chinese version. Besides MA and other substance use disorders, GD was also ascertained by SSADDA. Other psychiatric diagnoses were ascertained, including major depressive episodes (MDEs), antisocial personality disorder, suicide and self-harm, and environmental factors, including childhood experiences. RESULTS Of 1069 participants, 711 met the DSM-5 diagnostic criteria for MUD. Among the 711 participants with MUD, 52.3% met DSM-5 diagnostic criteria for GD. We found that alcohol use together with MA, childhood violent experiences, MDEs, severe MUD, and gambling duration significantly differed between MUD participants with and without GD. In the GD-MUD network, the central symptoms were gambling preoccupation (GD1), giving up important activities (MUD6), financial trouble (GD9), and MA tolerance (MUD5). MA tolerance (MUD5) also served as a bridge symptom across the network, exhibiting substantial associations with gambling preoccupation (GD1). CONCLUSION GD is prevalent among individuals in treatment for MUD in China. Network analysis suggests that gambling preoccupation and MA tolerance represent central features, and that MA tolerance serves as a bridge across GD and MUD.
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Affiliation(s)
- Pu Peng
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yuzhu Hao
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Xiaojie Zhang
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China
| | - Yuejiao Ma
- Department of Child Psychiatry of Shenzhen Kangning Hospital, Shenzhen Mental Health Center, School of Mental Health, Shenzhen University, Shenzhen, China
| | - Xuebing Liu
- Ninth Clinical School, Tongji Medical College, Wuhan Mental Health Center, Huazhong University of Science and Technology, Wuhan, China
| | - Danlin Shen
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
| | - Wenwen Shen
- Laboratory of Behavioral Neuroscience, Ningbo Kangning Hospital, Ningbo Institute of Microcirculation and Henbane, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
- Key Laboratory for Addiction Research in Zhejiang Province, Ningbo, Zhejiang, China
| | - Bin Zhao
- Xinxiang Key Laboratory for Forensic Toxicology, School of Forensic Medicine, Xinxiang Medical University, Jinsui Road No. 601, Xinxiang, 453003, Henan Province, China
| | - Dongxiao Li
- Pingtang Compulsory Isolation Detoxification Institute in Hunan Province, Changsha, Hunan, China
| | - Sarah E Beck
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - Yaira Z Nunez
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - Marc N Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Child Study Center, Yale School of Medicine, New Haven, CT, USA
- Department of Neuroscience, Yale University, New Haven, CT, USA
- Wu Tsai Institute, Yale University, New Haven, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
- Connecticut Council On Problem Gambling, Wethersfield, CT, USA
| | - Joel Gelernter
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Neuroscience, Yale University, New Haven, CT, USA
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Tieqiao Liu
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China.
| | - Bao-Zhu Yang
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
- VA Connecticut Healthcare System, West Haven, CT, USA.
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Zack M, Behzadi A, Biback C, Chugani B, DiGiacomo D, Fang T, Houle S, Kalia A, Lobo D, Payer D, Poulos CX, Rusjan PM, Smart K, Tatone D, Warsh J, Wilson AA, Kennedy JL. Dopamine mediates a directionally opposite correlation between empathy and the reinforcing effects of amphetamine and gambling in people with gambling disorder vs. healthy controls. Pharmacol Biochem Behav 2024; 245:173865. [PMID: 39236810 DOI: 10.1016/j.pbb.2024.173865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 06/05/2024] [Accepted: 08/25/2024] [Indexed: 09/07/2024]
Abstract
Understanding the relationship between empathy, subjective effects of addictive reinforcers and dopamine function in people with gambling disorder (PGD) vs. healthy controls (HCs) may inform GD treatment. The current investigation addressed this issue via retrospective analysis of data from three studies using amphetamine and a slot machine (SLOTS) as reinforcers in PGD and HCs. The Empathy scale of Eysenck's Impulsiveness Questionnaire assessed trait Empathy. The Gamblers Beliefs Questionnaire assessed cognitive distortions. The Eysenck Lie scale assessed socially desirable responding. PET scans quantified dopamine receptor expression and amphetamine-induced dopamine release in Study 1. Pre-treatment with the D2-receptor (D2R)-preferring antagonist, haloperidol or D1R-D2R antagonist, fluphenazine before SLOTS tested the role of D2 autoreceptors and post-synaptic D2R in Study 2. Pre-treatment with the multi-system indirect dopamine agonist, modafinil before SLOTS assessed the reliability of correlations in PGD. Striatal D2R expression predicted greater Empathy and lower amphetamine 'Liking' in HCs, and predicted greater symptom severity in PGD. Empathy predicted lower 'Exciting' effects of SLOTS under placebo in HCs; no correlation emerged under either antagonist. Relative to placebo, haloperidol decreased, whereas fluphenazine increased, the positive correlation between Empathy and Exciting effects of SLOTS in PGD. Modafinil markedly reduced the positive correlation between Empathy and Exciting effects of SLOTS seen under placebo in PGD. Empathy predicted greater cognitive distortions in PGD in all studies. Lie scale variance influenced several primary effects. Prior research linking the insula with Empathy, reactivity to interoceptive signals for risky rewards (uncertainty), and cognitive distortions, provides a parsimonious account for these results.
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Affiliation(s)
- Martin Zack
- Molecular Brain Sciences Dept., Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada; Dept. of Pharmacology & Toxicology, University of Toronto, Toronto, ON M5S 1A8, Canada.
| | - Arian Behzadi
- Vivian M. Rakoff PET Centre, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
| | - Candice Biback
- Dept. of Pharmacology & Toxicology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Bindiya Chugani
- Dept. of Pharmacology & Toxicology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Dan DiGiacomo
- Addiction Psychiatry Service, Centre for Addiction & Mental Health, Toronto, ON M6J 1H4, Canada
| | - Tim Fang
- Dept. of Pharmacology & Toxicology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Sylvain Houle
- Vivian M. Rakoff PET Centre, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
| | - Aditi Kalia
- Dept. of Pharmacology & Toxicology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Daniela Lobo
- Addiction Psychiatry Service, Centre for Addiction & Mental Health, Toronto, ON M6J 1H4, Canada
| | - Doris Payer
- Vivian M. Rakoff PET Centre, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
| | - Constantine X Poulos
- Molecular Brain Sciences Dept., Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
| | - Pablo M Rusjan
- Vivian M. Rakoff PET Centre, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
| | - Kelly Smart
- Dept. of Pharmacology & Toxicology, University of Toronto, Toronto, ON M5S 1A8, Canada; Vivian M. Rakoff PET Centre, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
| | - Daniel Tatone
- Dept. of Pharmacology & Toxicology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Jerry Warsh
- Vivian M. Rakoff PET Centre, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada; Dept. of Psychiatry, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Alan A Wilson
- Vivian M. Rakoff PET Centre, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
| | - James L Kennedy
- Molecular Brain Sciences Dept., Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada; Dept. of Psychiatry, University of Toronto, Toronto, ON M5S 1A8, Canada
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Reck A, Sweet LH, Geier C, Kogan SM, Cui Z, Oshri A. Food insecurity and adolescent impulsivity: The mediating role of functional connectivity in the context of family flexibility. Dev Sci 2024; 27:e13554. [PMID: 39054810 DOI: 10.1111/desc.13554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 07/08/2024] [Accepted: 07/09/2024] [Indexed: 07/27/2024]
Abstract
Adolescent food insecurity is a salient adversity hypothesized to affect neural systems associated with increased impulsive behavior. Family environments shape how adverse experiences influence development. In this study, hypotheses were tested regarding the conjoint effects of food insecurity and family flexibility on impulsivity via alterations in connectivity between regions within the salience and central executive networks. Such alterations are reflected in resting-state functional connectivity (rsFC) metrics between the anterior insula (AI) and the middle frontal gyrus (MFG). Hypotheses were tested in a longitudinal moderated mediation model with two waves of data from 142 adolescents (Time 1 [T1] Mage = 12.89, SD = 0.85; Time 2 [T2] Mage = 15.01, SD = 1.07). Data on past-year household food insecurity, family flexibility, and rsFC were obtained at T1. Impulsivity was self-reported by the adolescent at T1 and T2. Findings revealed that high T1 left-to-left rsFC between the AI and MFG was associated with increased impulsivity at T2. The interaction of family flexibility and food insecurity was associated with AI and MFG rsFC. In the context of low family flexibility, food insecurity was linked to high levels of AI and MFG rsFC. Conversely, in the context of optimal family flexibility, food insecurity was associated with low levels of AI and MFG rsFC. Conditional indirect analysis suggests that the links among food insecurity, rsFC, and impulsive behavior depend on family flexibility. RESEARCH HIGHLIGHTS: Adolescent food insecurity was associated with anterior insula and middle frontal gyrus connectivity only at certain levels of family flexibility. High family flexibility attenuated the link between food insecurity and neural connectivity, while low levels of family flexibility increased this risk. High left anterior insula and left middle frontal gyrus connectivity was associated with increased impulsivity 1 year later.
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Affiliation(s)
- Ava Reck
- Department of Human Development and Family Science, University of Georgia, Athens, Georgia, USA
| | - Lawrence H Sweet
- Department of Psychology, University of Georgia, Athens, Georgia, USA
| | - Charles Geier
- Department of Human Development and Family Science, University of Georgia, Athens, Georgia, USA
| | - Steven M Kogan
- Department of Human Development and Family Science, University of Georgia, Athens, Georgia, USA
| | - Zehua Cui
- Department of Psychology, University of Maryland, College Park, Maryland, USA
| | - Assaf Oshri
- Department of Human Development and Family Science, University of Georgia, Athens, Georgia, USA
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Favier M, Martin Garcia E, Icick R, de Almeida C, Jehl J, Desplanque M, Zimmermann J, Henrion A, Mansouri-Guilani N, Mounier C, Ribeiro S, Henderson F, Geoffroy A, Mella S, Poirel O, Bernard V, Fabre V, Li Y, Rosenmund C, Jamain S, Vorspan F, Mourot A, Duriez P, Pinhas L, Maldonado R, Pietrancosta N, Daumas S, El Mestikawy S. The human VGLUT3-pT8I mutation elicits uneven striatal DA signaling, food or drug maladaptive consumption in male mice. Nat Commun 2024; 15:5691. [PMID: 38971801 PMCID: PMC11227582 DOI: 10.1038/s41467-024-49371-1] [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] [Received: 02/24/2023] [Accepted: 05/07/2024] [Indexed: 07/08/2024] Open
Abstract
Cholinergic striatal interneurons (ChIs) express the vesicular glutamate transporter 3 (VGLUT3) which allows them to regulate the striatal network with glutamate and acetylcholine (ACh). In addition, VGLUT3-dependent glutamate increases ACh vesicular stores through vesicular synergy. A missense polymorphism, VGLUT3-p.T8I, was identified in patients with substance use disorders (SUDs) and eating disorders (EDs). A mouse line was generated to understand the neurochemical and behavioral impact of the p.T8I variant. In VGLUT3T8I/T8I male mice, glutamate signaling was unchanged but vesicular synergy and ACh release were blunted. Mutant male mice exhibited a reduced DA release in the dorsomedial striatum but not in the dorsolateral striatum, facilitating habit formation and exacerbating maladaptive use of drug or food. Increasing ACh tone with donepezil reversed the self-starvation phenotype observed in VGLUT3T8I/T8I male mice. Our study suggests that unbalanced dopaminergic transmission in the dorsal striatum could be a common mechanism between SUDs and EDs.
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Affiliation(s)
- Mathieu Favier
- Douglas Mental Health University Institute, Department of Psychiatry, McGill University, Montreal, QC, H4H 1R3, Canada.
| | - Elena Martin Garcia
- Laboratory of Neuropharmacology-Neurophar, Department of Medicine and Life Sciences, Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Departament de Psicobiologia i Metodologia de les Ciències de la Salut, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, 08193, Barcelona, Spain
| | - Romain Icick
- Département de Psychiatrie et de Médecine Addictologique, DMU Neurosciences, APHP.Nord, Assistance Publique - Hôpitaux de Paris (AP-HP), Paris, F-75010, France
- INSERM U1144, "Therapeutic optimization in neuropsychopharmacology", Paris, F-75006, France
- Université Paris Cité, Inserm UMR-S1144, Paris, F-75006, France
- Neurobiologie Intégrative des Systèmes Cholinergiques, Département de Neurosciences, Institut Pasteur, Paris, F-75015, France
| | - Camille de Almeida
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Joachim Jehl
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
- Brain Plasticity Unit, CNRS UMR 8249, ESPCI Paris, PSL Research University, 75005, Paris, France
| | - Mazarine Desplanque
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Johannes Zimmermann
- Neurocure NWFZ, Charite Universitaetsmedizin, Institut für Neurophysiologie, Charitéplatz 1, 10117, Berlin, Germany
| | - Annabelle Henrion
- Fondation FondaMental, Créteil, France
- Université Paris Est Créteil, INSERM, IMRB, Translational Neuropsychiatry, F-94010, Créteil, France
| | - Nina Mansouri-Guilani
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Coline Mounier
- Douglas Mental Health University Institute, Department of Psychiatry, McGill University, Montreal, QC, H4H 1R3, Canada
| | - Svethna Ribeiro
- Douglas Mental Health University Institute, Department of Psychiatry, McGill University, Montreal, QC, H4H 1R3, Canada
| | - Fiona Henderson
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Andrea Geoffroy
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Sebastien Mella
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Odile Poirel
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Véronique Bernard
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Véronique Fabre
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Yulong Li
- State Key Laboratory of Membrane Biology, Peking University School of Life Sciences, Beijing, China
| | - Christian Rosenmund
- Neurocure NWFZ, Charite Universitaetsmedizin, Institut für Neurophysiologie, Charitéplatz 1, 10117, Berlin, Germany
| | - Stéphane Jamain
- Fondation FondaMental, Créteil, France
- Université Paris Est Créteil, INSERM, IMRB, Translational Neuropsychiatry, F-94010, Créteil, France
| | - Florence Vorspan
- Département de Psychiatrie et de Médecine Addictologique, DMU Neurosciences, APHP.Nord, Assistance Publique - Hôpitaux de Paris (AP-HP), Paris, F-75010, France
- INSERM U1144, "Therapeutic optimization in neuropsychopharmacology", Paris, F-75006, France
- Université Paris Cité, Inserm UMR-S1144, Paris, F-75006, France
| | - Alexandre Mourot
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
- Brain Plasticity Unit, CNRS UMR 8249, ESPCI Paris, PSL Research University, 75005, Paris, France
| | - Philibert Duriez
- GHU Paris Psychiatrie et Neurosciences (CMME, Hospital Sainte-Anne), Institute of Psychiatry and Neuroscience of Paris (INSERM UMR1266), Paris, France
| | - Leora Pinhas
- PHLIP Mental Health and Painless Medicine clinic, Toronto, Canada
| | - Rafael Maldonado
- Laboratory of Neuropharmacology-Neurophar, Department of Medicine and Life Sciences, Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Departament de Psicobiologia i Metodologia de les Ciències de la Salut, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, 08193, Barcelona, Spain
| | - Nicolas Pietrancosta
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
- Sorbonne Université, École normale supérieure, PSL University, CNRS, Laboratoire des Biomolécules, LBM, 75005, Paris, France
- LCBPT, Université Paris Descartes, Sorbonne Paris Cité, UMR 8601, CNRS, Paris, 75006, France
| | - Stéphanie Daumas
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France
| | - Salah El Mestikawy
- Douglas Mental Health University Institute, Department of Psychiatry, McGill University, Montreal, QC, H4H 1R3, Canada.
- Sorbonne Université, INSERM, CNRS, Neuroscience Paris Seine - Institut de Biologie Paris Seine (NPS - IBPS), 75005, Paris, France.
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Hadadgar S, Peimani J, Hassani-Abharian P, Mashayekh M, Peivandi P, Fekrazad R. Comparative Effects of Cognitive Rehabilitation and Photobiomodulation on Drug Craving in Treatment-Seeking Opioid Addicts. Photobiomodul Photomed Laser Surg 2024; 42:54-65. [PMID: 38252491 DOI: 10.1089/photob.2023.0064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024] Open
Abstract
Background: Drug addiction refers to a maladaptive pattern of drug use that frequently leads to substance abuse problems and accompanying cognitive and behavioral symptoms. Among the crucial criteria of drug addiction, craving stands out as a potent factor contributing to ongoing drug abuse and relapse following period of abstinence. To date, there is no definitive method for eradicating opioid cravings. The introduction of novel neurocognitive interventions, such as cognitive rehabilitation and photobiomodulation (PBM), into the realm of psychiatric treatments holds promise due to the parallels between drug addiction and other psychiatric disorders. These innovative techniques offer potential value in addressing drug addiction. Objective: This study aimed to assess and compare the efficacy of cognitive rehabilitation and PBM in alleviating drug cravings among individuals undergoing addiction treatment in clinical settings. Methods: The research used randomized clinical trial as the chosen research method. The statistical population encompassed all clients receiving treatment for addiction at clinics, selected through the convenience sampling method, with α = 0.05 significance level and an effect size of 85%. Gpower software was utilized to determine three equal groups. Sixty-three participants, each having a mean total score higher than 3 out of 5 on the Desire for Drug Questionnaire (DDQ), were randomly assigned to two experimental groups (n = 21 each) and a control group (n = 21). For the assessment of immediate and periodic opioid craving, the DDQ and the Obsessive Compulsive Drug Use Scale were used. In the low-level laser group, an 810 nm wavelength with continuous irradiation was applied twice a week at a distance of 1 cm by 1 cm to the prefrontal part of the brain for duration of 6 weeks (12 sessions). In the brain rehabilitation group, the stop signal and n-back tasks software were used twice a week for period of 6 weeks (comprising 12 sessions, each lasting 30 min). Results: The results demonstrated that each intervention significantly reduced drug craving in both the post-test and follow-up phases compared to the control group. The Bonferroni post hoc test indicated that PBM was more effective than cognitive rehabilitation in terms of working memory (WM) and inhibitory control for reducing drug craving (p < 0.05). Conclusions: While both PBM and cognitive rehabilitation targeting WM and inhibitory control effectively reduced opioid drug craving, low-level laser therapy proved to be more effective than cognitive rehabilitation in this regard.
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Affiliation(s)
- Sayena Hadadgar
- Department of Psychology, Karaj Branch of Islamic Azad University, Karaj, Iran
| | - Javid Peimani
- Department of Psychology, Karaj Branch of Islamic Azad University, Karaj, Iran
| | - Peyman Hassani-Abharian
- Cognitive Psychology and Rehabilitation Department, Institute for Cognitive Science Studies (IRICSS), Tehran, Iran
| | - Maryam Mashayekh
- Department of Psychology, Karaj Branch of Islamic Azad University, Karaj, Iran
| | - Parisa Peivandi
- Department of Psychology, Karaj Branch of Islamic Azad University, Karaj, Iran
| | - Reza Fekrazad
- Radiation Sciences Research Center, AJA University of Medical Sciences, Tehran, Iran
- International Network for Photo Medicine and Photo Dynamic Therapy (INPMPDT), Universal Scientific Education and Research, Network (USERN), Tehran, Iran
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Muela I, Navas JF, Barrada JR, López-Guerrero J, Rivero FJ, Brevers D, Perales JC. Operationalization and measurement of compulsivity across video gaming and gambling behavioral domains. BMC Psychol 2023; 11:407. [PMID: 37990335 PMCID: PMC10664636 DOI: 10.1186/s40359-023-01439-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 11/10/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND Compulsivity is the hallmark of addiction progression and, as a construct, has played an important role in unveiling the etiological pathways from learning mechanisms underlying addictive behavior to harms resulting from it. However, a sound use of the compulsivity construct in the field of behavioral addictions has been hindered to date by the lack of consensus regarding its definition and measurement. Here we capitalize on a previous systematic review and expert appraisal to develop a compulsivity scale for candidate behavioral addictions (the Granada Assessment for Cross-domain Compulsivity, GRACC). METHODS The initial scale (GRACC90) consisted of 90 items comprising previously proposed operationalizations of compulsivity, and was validated in two panel samples of individuals regularly engaging in gambling and video gaming, using exploratory structural equation modeling (ESEM) and convergence analyses. RESULTS The GRACC90 scale is unidimensional and structurally invariant across samples, and predicted severity of symptoms, lower quality of life, and negative affect, to similar degrees in the two samples. Additionally, poorer quality of life and negative affect were comparably predicted by compulsivity and by severity of symptoms. A shorter version of the scale (GRACC18) is proposed, based on selecting the 18 items with highest factor loadings. CONCLUSIONS Results support the proposal that core symptoms of behavioral addictions strongly overlap with compulsivity, and peripheral symptoms are not essential for their conceptualization. Further research should clarify the etiology of compulsive behavior, and whether pathways to compulsivity in behavioral addictions could be common or different across domains.
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Affiliation(s)
- Ismael Muela
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071, Campus de Cartuja s/n, Granada, Spain.
| | - Juan F Navas
- Department of Clinical Psychology, Complutense University of Madrid, Madrid, Spain
| | - Juan R Barrada
- Department of Psychology and Sociology, Faculty of Education, Universidad de Zaragoza, Zaragoza, Spain
| | - José López-Guerrero
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071, Campus de Cartuja s/n, Granada, Spain
| | - Francisco J Rivero
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071, Campus de Cartuja s/n, Granada, Spain
| | - Damien Brevers
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Sciences Research Institute (IPSY), UCLouvain, Louvain-La-Neuve, Belgium
| | - José C Perales
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071, Campus de Cartuja s/n, Granada, Spain
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7
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Houghton DC, Spratt HM, Keyser-Marcus L, Bjork JM, Neigh GN, Cunningham KA, Ramey T, Moeller FG. Behavioral and neurocognitive factors distinguishing post-traumatic stress comorbidity in substance use disorders. Transl Psychiatry 2023; 13:296. [PMID: 37709748 PMCID: PMC10502088 DOI: 10.1038/s41398-023-02591-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 08/08/2023] [Accepted: 08/25/2023] [Indexed: 09/16/2023] Open
Abstract
Significant trauma histories and post-traumatic stress disorder (PTSD) are common in persons with substance use disorders (SUD) and often associate with increased SUD severity and poorer response to SUD treatment. As such, this sub-population has been associated with unique risk factors and treatment needs. Understanding the distinct etiological profile of persons with co-occurring SUD and PTSD is therefore crucial for advancing our knowledge of underlying mechanisms and the development of precision treatments. To this end, we employed supervised machine learning algorithms to interrogate the responses of 160 participants with SUD on the multidimensional NIDA Phenotyping Assessment Battery. Significant PTSD symptomatology was correctly predicted in 75% of participants (sensitivity: 80%; specificity: 72.22%) using a classification-based model based on anxiety and depressive symptoms, perseverative thinking styles, and interoceptive awareness. A regression-based machine learning model also utilized similar predictors, but failed to accurately predict severity of PTSD symptoms. These data indicate that even in a population already characterized by elevated negative affect (individuals with SUD), especially severe negative affect was predictive of PTSD symptomatology. In a follow-up analysis of a subset of 102 participants who also completed neurocognitive tasks, comorbidity status was correctly predicted in 86.67% of participants (sensitivity: 91.67%; specificity: 66.67%) based on depressive symptoms and fear-related attentional bias. However, a regression-based analysis did not identify fear-related attentional bias as a splitting factor, but instead split and categorized the sample based on indices of aggression, metacognition, distress tolerance, and interoceptive awareness. These data indicate that within a population of individuals with SUD, aberrations in tolerating and regulating aversive internal experiences may also characterize those with significant trauma histories, akin to findings in persons with anxiety without SUD. The results also highlight the need for further research on PTSD-SUD comorbidity that includes additional comparison groups (i.e., persons with only PTSD), captures additional comorbid diagnoses that may influence the PTSD-SUD relationship, examines additional types of SUDs (e.g., alcohol use disorder), and differentiates between subtypes of PTSD.
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Affiliation(s)
- David C Houghton
- Center for Addiction Sciences and Therapeutics, University of Texas Medical Branch, Galveston, TX, USA.
- Department of Psychiatry and Behavioral Sciences, University of Texas Medical Branch, Galveston, TX, USA.
| | - Heidi M Spratt
- Center for Addiction Sciences and Therapeutics, University of Texas Medical Branch, Galveston, TX, USA
- Department of Biostatistics and Data Science, University of Texas Medical Branch, Galveston, TX, USA
| | - Lori Keyser-Marcus
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, USA
| | - James M Bjork
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, USA
| | - Gretchen N Neigh
- Department of Anatomy and Neurobiology, Virginia Commonwealth University, Richmond, VA, USA
| | - Kathryn A Cunningham
- Center for Addiction Sciences and Therapeutics, University of Texas Medical Branch, Galveston, TX, USA
- Department of Psychiatry and Behavioral Sciences, University of Texas Medical Branch, Galveston, TX, USA
- Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX, USA
| | - Tatiana Ramey
- Division of Therapeutics and Medical Consequences, National Institute of Drug Abuse, National Institutes of Health, Rockville, MD, USA
| | - F Gerard Moeller
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, USA
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8
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Loya JM, Benitez B, Kiluk BD. The Effect of Cognitive Behavioral Therapy on Impulsivity in Addictive Disorders: a Narrative Review. CURRENT ADDICTION REPORTS 2023; 10:485-493. [PMID: 38269068 PMCID: PMC10805411 DOI: 10.1007/s40429-023-00491-6] [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] [Accepted: 04/30/2023] [Indexed: 01/26/2024]
Abstract
Purpose of Review Impulsivity is considered an important construct in the cycle of addiction, yet the effect of evidence-based treatments on impulsivity is unclear. The goal of this paper was to review the evidence regarding the effect of cognitive behavioral therapy (CBT), one of the most studied psychotherapies for addiction, on measures of impulsivity in addictive disorders. Recent Findings There is a robust literature implicating impulsivity as risk factor for development of a range of addictions and poorer treatment outcomes. However, this review identified only four randomized controlled trials evaluating CBT for an addictive behavior that included repeated assessment of impulsivity. All four were studies targeting substance use. Summary There is limited evidence that CBT has a direct effect on change in measures of impulsivity among individuals being treated for substance use. Future clinical trials should include repeated measurement of impulsivity to examine CBT's effect on the underlying characteristics of addiction.
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Affiliation(s)
- Jennifer M. Loya
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06510, USA
| | - Bryan Benitez
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06510, USA
| | - Brian D. Kiluk
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06510, USA
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9
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Green R, Meredith LR, Mewton L, Squeglia LM. Adolescent Neurodevelopment Within the Context of Impulsivity and Substance Use. CURRENT ADDICTION REPORTS 2023; 10:166-177. [PMID: 38009082 PMCID: PMC10671920 DOI: 10.1007/s40429-023-00485-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/18/2023] [Indexed: 11/28/2023]
Abstract
Purpose of Review The aim of the present review is to provide an update on recent studies examining adolescent neurodevelopment in the context of impulsivity and substance use. We provide a review of the neurodevelopmental changes in brain structure and function related to impulsivity, substance use, and their intersection. Recent Findings When examining brain structure, smaller gray matter volume coupled with lower white matter integrity is associated with greater impulsivity across three components: trait impulsivity, choice impulsivity, and response inhibition. Altered functional connectivity in networks including the inhibitory control network and reward processing network confers risk for greater impulsivity and substance use. Summary Across brain structure and function, there is evidence to suggest that overlapping areas involved in the rise in impulsivity during adolescence contribute to early substance use initiation and escalation. These overlapping neurodevelopmental correlates have promising implications for prevention and early intervention efforts for adolescent substance use.
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Affiliation(s)
- ReJoyce Green
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Lindsay R. Meredith
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Louise Mewton
- Matilda Centre for Mental Health and Substance Use, University of Sydney, Sydney, NSW, Australia
| | - Lindsay M. Squeglia
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
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10
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Zhang M, Gao X, Yang Z, Niu X, Wang W, Han S, Wei Y, Cheng J, Zhang Y. Integrative brain structural and molecular analyses of interaction between tobacco use disorder and overweight among male adults. J Neurosci Res 2023; 101:232-244. [PMID: 36333937 DOI: 10.1002/jnr.25141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 09/29/2022] [Accepted: 10/23/2022] [Indexed: 11/07/2022]
Abstract
Tobacco smoking and overweight lead to adverse health effects, which remain an important public health problem worldwide. Researches indicate overlapping pathophysiology may contribute to tobacco use disorder (TUD) and overweight, but the neurobiological interaction mechanism between the two factors is still unclear. This study used a mixed sample design, including the following four groups: (i) overweight long-term smokers (n = 24, age = 31.80 ± 5.70, cigarettes/day = 20.50 ± 7.89); (ii) normal weight smokers (n = 28, age = 31.29 ± 5.56, cigarettes/day = 16.11 ± 8.35); (iii) overweight nonsmokers (n = 19, age = 33.05 ± 5.60), and (iv) normal weight nonsmokers (n = 28, age = 31.68 ± 6.57), a total of 99 male subjects. All subjects underwent T1-weighted high-resolution MRI. We used voxel-based morphometry to compare gray matter volume (GMV) among the four groups. Then, JuSpace toolbox was used for cross-modal correlations of MRI-based modalities with nuclear imaging derived estimates, to examine specific neurotransmitter system changes underlying the two factors. Our results illustrate a significant antagonistic interaction between TUD and weight status in left dorsolateral prefrontal cortex (DLPFC), and a quadratic effect of BMI on DLPFC GMV. For main effect of TUD, long-term smokers were associated with greater GMV in bilateral OFC compared with nonsmokers irrespective of weight status, and such alteration is negatively associated with pack-year and FTND scores. Furthermore, we also found GMV changes related to TUD and overweight are associated with μ-opioid receptor system and TUD-related GMV alterations are associated with noradrenaline transporter maps. This study sheds light on novel multimodal neuromechanistic about the relationship between TUD and overweight, which possibly provides hints into future treatment for the special population of comorbid TUD and overweight.
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Affiliation(s)
- Mengzhe Zhang
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xinyu Gao
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhengui Yang
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiaoyu Niu
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Weijian Wang
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shaoqiang Han
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yarui Wei
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jingliang Cheng
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yong Zhang
- Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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11
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Pender E, Kostak L, Sutton K, Naccarato C, Tsai A, Chung T, Daughters S. Resources for the Assessment and Treatment of Substance Use Disorder in Adolescents. WIKIJOURNAL OF MEDICINE 2023. [DOI: 10.15347/wjm/2023.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023] Open
Abstract
Substance Use Disorder (SUD) is understood as the persistent use of substances to the detriment of the individual's livelihood and wellness. SUD can have serious mental, physical, and social ramifications if not properly addressed. Though SUD can develop at any age, it is especially important to address in adolescents, given rising prevalence of certain substances (e.g. cannabis) in that age group and poor prognosis associated with early-onset SUD.[1][2] Data from the National Survey on Drug Use and Health show the lifetime use of illicit drugs in people ages 12-17 is 20.9%.[3] The same survey found the rate of Substance Use Disorder in the past year for people ages 12-17 who used illicit drugs or alcohol to be 6.3% in 2020.[3] This paper is intended for clinicians and lay people to gain a deeper understanding of SUD in adolescents, particularly relating to alcohol, cannabis, nicotine, and opioids. Though alcohol, cannabis, and nicotine are the substances most commonly used by this age demographic nationally,[4] opioid use – and resulting deaths – have been on the rise. According to the Centers for Disease Control and Prevention (CDC), opioids were connected to about 75% of the nearly 92,000 drug deaths in 2020.[5] Beyond significant death rates in the general population, recent spikes in adolescent death rate tied to the synthetic opioid fentanyl – which held a relatively stable death rate from 2010 to 2019 until seeing a 94% increase from 2019 to 2020 and additional 20% increase to 2021 - warrants inquiry into opioids for this population.[6] Each of these substances can have adverse, long-lasting effects on health if not managed properly, resulting in seriously compromised lifelong wellbeing.[7] This article explores SUD prevalence and reviews diagnostic criteria in relation to adolescence, including a synopsis of changes in SUD classification between the DSM-IV and DSM-5 and discussion of ICD-11 and the Research Domain Criteria (RDoC) as a basis for research related to substance use. Effective assessment and consideration of co-occurring disorders are covered as well. Although the prognosis of SUD varies by an individual's environment and circumstances, a modal developmental course for SUD is discussed. Finally, a curated list of nationally recognized resources including hotlines, treatment locators, informational sites, and support groups is provided, along with tools to compile local resources. By addressing these aspects of adolescent SUD, the research team offers a broader view of its prevalence in the United States, key warning signs and comorbidities, and possible assessments and treatments for adolescents with SUD.
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12
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Jadhav KS, Boury Jamot B, Deroche‐Gamonet V, Belin D, Boutrel B. Towards a machine-learning assisted diagnosis of psychiatric disorders and their operationalization in preclinical research: Evidence from studies on addiction-like behaviour in individual rats. Eur J Neurosci 2022; 56:6069-6083. [PMID: 36215170 PMCID: PMC10092243 DOI: 10.1111/ejn.15839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 09/14/2022] [Accepted: 10/03/2022] [Indexed: 12/29/2022]
Abstract
Over the last few decades, there has been a progressive transition from a categorical to a dimensional approach to psychiatric disorders. Especially in the case of substance use disorders, interest in the individual vulnerability to transition from controlled to compulsive drug taking warrants the development of novel dimension-based objective stratification tools. Here we drew on a multidimensional preclinical model of addiction, namely the 3-criteria model, previously developed to identify the neurobehavioural basis of the individual's vulnerability to switch from controlled to compulsive drug taking, to test a machine-learning assisted classifier objectively to identify individual subjects as vulnerable/resistant to addiction. Datasets from our previous studies on addiction-like behaviour for cocaine or alcohol were fed into a variety of machine-learning algorithms to develop a classifier that identifies resilient and vulnerable rats with high precision and reproducibility irrespective of the cohort to which they belong. A classifier based on K-median or K-mean-clustering (for cocaine or alcohol, respectively) followed by artificial neural networks emerged as a highly reliable and accurate tool to predict if a single rat is vulnerable/resilient to addiction. Thus, each rat previously characterized as displaying 0-criterion (i.e., resilient) or 3-criteria (i.e., vulnerable) in individual cohorts was correctly labelled by this classifier. The present machine-learning-based classifier objectively labels single individuals as resilient or vulnerable to developing addiction-like behaviour in a multisymptomatic preclinical model of addiction-like behaviour in rats. This novel dimension-based classifier increases the heuristic value of these preclinical models while providing proof of principle to deploy similar tools for the future of diagnosis of psychiatric disorders.
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Affiliation(s)
- Kshitij S. Jadhav
- Center for Psychiatric Neuroscience, Department of PsychiatryLausanne University HospitalLausanneSwitzerland
- Cambridge Laboratory for Research on Impulsive/Compulsive spectrum Disorders (CLIC), Department of PsychologyUniversity of CambridgeCambridgeUK
| | - Benjamin Boury Jamot
- Center for Psychiatric Neuroscience, Department of PsychiatryLausanne University HospitalLausanneSwitzerland
| | | | - David Belin
- Cambridge Laboratory for Research on Impulsive/Compulsive spectrum Disorders (CLIC), Department of PsychologyUniversity of CambridgeCambridgeUK
| | - Benjamin Boutrel
- Center for Psychiatric Neuroscience, Department of PsychiatryLausanne University HospitalLausanneSwitzerland
- Division of Adolescent and Child Psychiatry, Department of PsychiatryLausanne University HospitalLausanneSwitzerland
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13
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Zhang J, Li K, Xue Y, Feng Z. Network Analysis of the Relationship Between Trait Depression and Impulsiveness Among Youth. Front Psychiatry 2022; 13:916332. [PMID: 35782437 PMCID: PMC9247242 DOI: 10.3389/fpsyt.2022.916332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 05/13/2022] [Indexed: 12/02/2022] Open
Abstract
Objective Both impulsiveness and trait depression are the trait-level risk factors for depressive symptoms. However, the two traits overlap and do not affect depressive symptoms independently. This study takes impulsiveness and trait depression into a whole construct, aiming to find the complex associations among all facets and explore their relative importance in a trait network. It can help us find the key facets that need consideration in preventing depression. Materials and Methods We used the Barratt Impulsiveness Scale (BIS) and Trait Depression Scale (T-DEP) as measuring tools, conducted network analysis, and applied the Graphic Least Absolute Shrinkage and Selection Operator (GLASSO) algorithm to estimate the network structure and compute the linkage and centrality indexes. The accuracy and stability of the indexes were estimated through bootstrapping. All the computations were performed by R script and packages. Results We found that "trait anhedonia" was connected with "non-planning" and "cognitive" impulsiveness, while "trait dysthymia" was connected with "motor" impulsiveness. "Cognitive" impulsiveness had a statistically significant higher expected influence than "motor" impulsiveness and had the trend to be dominant in the network. "Trait dysthymia" had a statistically significant higher bridge expected influence than "cognitive" impulsiveness and had the trend to be the key facet linking impulsiveness with trait depression. "Non-only children" had higher network global strength than "only children." All indexes were accurate and stable. Conclusion The present study confirms the complex associations among facets of trait depression and impulsiveness, finding that "cognitive" impulsiveness and "trait dysthymia" are the two key factors in the network. The results imply that different facets of impulsiveness should be considered respectively regarding anhedonia and dysthymia. "Cognitive" impulsiveness and "trait dysthymia" are critical to the prevention of depression.
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Affiliation(s)
| | | | | | - Zhengzhi Feng
- Department of Medical Psychology, Army Medical University, Chongqing, China
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14
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Hakak-Zargar B, Tamrakar A, Voth T, Sheikhi A, Multani J, Schütz CG. The Utility of Research Domain Criteria in Diagnosis and Management of Dual Disorders: A Mini-Review. Front Psychiatry 2022; 13:805163. [PMID: 35299823 PMCID: PMC8923302 DOI: 10.3389/fpsyt.2022.805163] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 02/02/2022] [Indexed: 11/28/2022] Open
Abstract
The Research Domain Criteria (RDoC) initiative has been considered a comprehensive alternative classification framework for understanding neuropsychiatric ailments, as opposed to the longstanding, traditional DSM framework. Where the DSM categorizes neuropsychiatric disorders as each being distinct and diagnostically defined by the presence of specified symptoms, RDoC provides a multidimensional conceptualization of psychiatric disorders with neurobiological roots. By taking a multidimensional approach, RDoC overcomes two major constraints of the DSM framework: that is, that the DSM is categorical in its approach to psychiatric disorders to the point of understating the intersectionality between concomitant disorders, and that the DSM focuses mainly on clinical features. RDoC seems to better account for the intersection between dual disorders and considers a range of factors, from the more microscopic (e.g., genetics or molecular functions) to the more macroscopic (e.g., environmental influences). The multidimensional approach of RDoC is particularly appealing in the context of dual disorders. Dual disorders refers to a concurrent psychiatric disorder with an addiction disorder. RDoC accounts for the fact that there is often overlap in symptoms across and bidirectional influence between various disorders. However, to date, there is limited research into the clinical utility of RDoC, and less so in the context of the clinical management of dual disorders. In this Mini-Review, we discuss how RDoC differs from the DSM, what outcomes have been reported in utilizing RDoC clinically, the utility of RDoC for the diagnosis, management, and monitoring of psychopathology, and the limitations of RDoC as well as avenues for future research.
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Affiliation(s)
- Benyamin Hakak-Zargar
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.,Behavioral Reward Affect + Impulsivity Neuroscience Lab, Department of Psychiatry, Faculty of Medicine, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada
| | - Aarya Tamrakar
- Behavioral Reward Affect + Impulsivity Neuroscience Lab, Department of Psychiatry, Faculty of Medicine, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada.,Department of Psychology, Faculty of Arts, University of British Columbia, Vancouver, BC, Canada
| | - Tessa Voth
- Department Biomedical Physiology and Kinesiology, Faculty of Science, Simon Fraser University, Burnaby, BC, Canada
| | - Armita Sheikhi
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Jennifer Multani
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.,Behavioral Reward Affect + Impulsivity Neuroscience Lab, Department of Psychiatry, Faculty of Medicine, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada
| | - Christian G Schütz
- Behavioral Reward Affect + Impulsivity Neuroscience Lab, Department of Psychiatry, Faculty of Medicine, Institute of Mental Health, University of British Columbia, Vancouver, BC, Canada
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15
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Demetrovics Z, van den Brink W, Paksi B, Horváth Z, Maraz A. Relating Compulsivity and Impulsivity With Severity of Behavioral Addictions: A Dynamic Interpretation of Large-Scale Cross-Sectional Findings. Front Psychiatry 2022; 13:831992. [PMID: 35782446 PMCID: PMC9248365 DOI: 10.3389/fpsyt.2022.831992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 04/08/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND AND AIM Impulsivity and compulsivity are two key temperament traits involved in behavior regulation. The aim of this study was to test several existing theories in explaining the role of impulsivity and compulsivity in symptom severity in various behavioral addictions. METHODS Data were collected from a (representative) general population sample (N = 2,710, mean age:39.8 years (SD:13.6), 51% woman), and from people who are at increased risk of having a behavioral addiction (N = 9,528 in total, mean age: 28.11 (SD:8.3), 34.3% woman), including people with problematic gaming and internet use, pathological gambling, exercise dependence, compulsive buying and work addiction. Symptom severity, reward driven impulsivity and relief driven compulsivity were assessed. RESULTS For non-problematic groups, impulsivity is present to about the same extent as compulsivity, whereas for problematic groups, compulsivity dominates over impulsivity in all groups (except for gambling). The strength of the correlation between impulsivity and compulsivity is higher in more severe forms of the disorders (from r = 0.18 to r = 0.59 in the representative population). DISCUSSION Based on these data, it appears that relief-driven behavior (negative reinforcement) dominates over reward-driven behavior (positive reinforcement) in more severe cases of a behavioral addiction. CONCLUSION This is the first large-scale study to find empirical support for the neuroscientific theory on the dominance of compulsivity ("needing") over impulsivity ("wanting") in more severe cases of a behavioral addiction. Although longitudinal research is needed, a possible shift from impulsivity to compulsivity takes place, similar to substance use addictions, which maintains the circle of addiction.
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Affiliation(s)
- Zsolt Demetrovics
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar.,Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Wim van den Brink
- Amsterdam Institute of Addiction Research (AIAR), Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Borbála Paksi
- Institute of Education, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Zsolt Horváth
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Aniko Maraz
- Institut Für Psychologie, Humboldt-Universität zu Berlin, Berlin, Germany
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16
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Forsén Mantilla E, Clinton D, Monell E, Levallius J, Birgegård A. Impulsivity and compulsivity as parallel mediators of emotion dysregulation in eating-related addictive-like behaviors, alcohol use, and compulsive exercise. Brain Behav 2022; 12:e2458. [PMID: 34928542 PMCID: PMC8785615 DOI: 10.1002/brb3.2458] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 11/20/2021] [Accepted: 11/22/2021] [Indexed: 01/31/2023] Open
Abstract
INTRODUCTION Transdiagnostically relevant psychological traits associated with psychiatric disorders are increasingly being researched, notably in substance use and addictive behaviors. We investigated whether emotion dysregulation mediated by impulsivity and/or compulsivity could explain variance in binge eating, food addiction, self-starvation, and compulsive exercise, as well as alcohol use (addictive-like behaviors relevant to the obesity and eating disorder fields). METHOD A general population sample of adults (N = 500, mean age = 32.5 years), females (n = 376) and males (n = 124), completed the Difficulties in Emotion Regulation Scale-16, the Trait Rash Impulsivity Scale, the Obsessive-Compulsive Inventory-Revised, the Eating Disorders Examination Questionnaire, the Self-Starvation Scale, the Exercise Dependence Scale, the Yale Food Addiction Scale, and the Alcohol Use Disorders Identification Test online. Besides gender comparisons and intercorrelations between measures, we used predefined multiple mediation models with emotion dysregulation as independent variable, impulsivity and compulsivity as parallel mediators, to investigate whether these factors contributed explanatory power to each addictive-like behavior as outcome, also using age and body mass index as covariates. RESULTS Females scored higher than males on emotion dysregulation and the eating-related addictive-like behaviors food addiction, self-starvation, and binge eating. Intercorrelations between measures showed that emotion dysregulation and compulsivity were associated with all outcome variables, impulsivity with all except compulsive exercise, and the eating-related behaviors intercorrelated strongly. Mediation models showed full or partial mediation of emotion dysregulation for all behaviors, especially via compulsivity, suggesting a behavior-specific pattern. Mediation models were not affected by age or gender. DISCUSSION Addictive-like behaviors seemed to be maintained by trait levels of emotion dysregulation, albeit channeled via trait levels of compulsivity and/or impulsivity. The role of emotion dysregulation may help us to understand why addictive-like behaviors can be difficult to change in both clinical and nonclinical groups, and may be informative for treatment-planning in patients where these behaviors are present. Our findings support adopting a more dimensional approach to psychiatric classification by focusing psychological facets such as those studied.
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Affiliation(s)
- Emma Forsén Mantilla
- Department of Medical Epidemiology and Biostatistics, Karolinska institutet, Stockholm, Sweden
| | - David Clinton
- Department of Medical Epidemiology and Biostatistics, Karolinska institutet, Stockholm, Sweden
| | - Elin Monell
- Department of Medical Epidemiology and Biostatistics, Karolinska institutet, Stockholm, Sweden
| | - Johanna Levallius
- Department of Medical Epidemiology and Biostatistics, Karolinska institutet, Stockholm, Sweden
| | - Andreas Birgegård
- Department of Medical Epidemiology and Biostatistics, Karolinska institutet, Stockholm, Sweden
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17
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Kelly JR, Gillan CM, Prenderville J, Kelly C, Harkin A, Clarke G, O'Keane V. Psychedelic Therapy's Transdiagnostic Effects: A Research Domain Criteria (RDoC) Perspective. Front Psychiatry 2021; 12:800072. [PMID: 34975593 PMCID: PMC8718877 DOI: 10.3389/fpsyt.2021.800072] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 11/19/2021] [Indexed: 12/12/2022] Open
Abstract
Accumulating clinical evidence shows that psychedelic therapy, by synergistically combining psychopharmacology and psychological support, offers a promising transdiagnostic treatment strategy for a range of disorders with restricted and/or maladaptive habitual patterns of emotion, cognition and behavior, notably, depression (MDD), treatment resistant depression (TRD) and addiction disorders, but perhaps also anxiety disorders, obsessive-compulsive disorder (OCD), Post-Traumatic Stress Disorder (PTSD) and eating disorders. Despite the emergent transdiagnostic evidence, the specific clinical dimensions that psychedelics are efficacious for, and associated underlying neurobiological pathways, remain to be well-characterized. To this end, this review focuses on pre-clinical and clinical evidence of the acute and sustained therapeutic potential of psychedelic therapy in the context of a transdiagnostic dimensional systems framework. Focusing on the Research Domain Criteria (RDoC) as a template, we will describe the multimodal mechanisms underlying the transdiagnostic therapeutic effects of psychedelic therapy, traversing molecular, cellular and network levels. These levels will be mapped to the RDoC constructs of negative and positive valence systems, arousal regulation, social processing, cognitive and sensorimotor systems. In summarizing this literature and framing it transdiagnostically, we hope we can assist the field in moving toward a mechanistic understanding of how psychedelics work for patients and eventually toward a precise-personalized psychedelic therapy paradigm.
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Affiliation(s)
- John R. Kelly
- Department of Psychiatry, Trinity College, Dublin, Ireland
- Department of Psychiatry, Tallaght University Hospital, Dublin, Ireland
| | - Claire M. Gillan
- Trinity College Institute of Neuroscience, Trinity College, Dublin, Ireland
- School of Psychology, Trinity College, Dublin, Ireland
- Global Brain Health Institute, Trinity College, Dublin, Ireland
| | - Jack Prenderville
- Transpharmation Ireland Ltd, Institute of Neuroscience, Trinity College, Dublin, Ireland
- Discipline of Physiology, School of Medicine, Trinity College, Dublin, Ireland
| | - Clare Kelly
- Department of Psychiatry, Trinity College, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College, Dublin, Ireland
- School of Psychology, Trinity College, Dublin, Ireland
| | - Andrew Harkin
- Trinity College Institute of Neuroscience, Trinity College, Dublin, Ireland
- School of Pharmacy and Pharmaceutical Sciences, Trinity College, Dublin, Ireland
| | - Gerard Clarke
- Department of Psychiatry and Neurobehavioral Science, University College Cork, Cork, Ireland
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | - Veronica O'Keane
- Department of Psychiatry, Trinity College, Dublin, Ireland
- Department of Psychiatry, Tallaght University Hospital, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College, Dublin, Ireland
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18
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de Jorge Martínez C, Rukh G, Williams MJ, Gaudio S, Brooks S, Schiöth HB. Genetics of anorexia nervosa: an overview of genome-wide association studies and emerging biological links. J Genet Genomics 2021; 49:1-12. [PMID: 34634498 DOI: 10.1016/j.jgg.2021.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 09/28/2021] [Accepted: 09/28/2021] [Indexed: 12/29/2022]
Abstract
Anorexia nervosa (AN) is a complex disorder with a strong genetic component. Comorbidities are frequent and there is substantial overlap with other disorders. The lack of understanding of the molecular and neuroanatomical causes has made it difficult to develop effective treatments and it is often difficult to treat in clinical practice. Recent advances in genetics have changed our understanding of polygenic diseases, increasing the possibility of understanding better how molecular pathways are intertwined. This review synthetizes the current state of genetic research providing an overview of genome-wide association studies (GWAS) findings in AN as well as overlap with other disorders, traits, pathways, and imaging results. This paper also discusses the different putative global pathways that are contributing to the disease including the evidence for metabolic and psychiatric origin of the disease.
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Affiliation(s)
| | - Gull Rukh
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden.
| | - Michael J Williams
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Santino Gaudio
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden; Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Samantha Brooks
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden; School of Psychology, Faculty of Health, Liverpool John Moores University, UK; Department of Psychology, School of Human and Community Development, University of the Witwatersrand, Johannesburg, South Africa
| | - Helgi B Schiöth
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden; Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia
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Loganathan K, Ho ETW. Value, drug addiction and the brain. Addict Behav 2021; 116:106816. [PMID: 33453587 DOI: 10.1016/j.addbeh.2021.106816] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 11/17/2020] [Accepted: 01/02/2021] [Indexed: 12/15/2022]
Abstract
Over the years, various models have been proposed to explain the psychology and biology of drug addiction, built primarily around the habit and compulsion models. Recent research indicates drug addiction may be goal-directed, motivated by excessive valuation of drugs. Drug consumption may initially occur for the sake of pleasure but may transition to a means of escaping withdrawal, stress and negative emotions. In this hypothetical paper, we propose a value-based neurobiological model for drug addiction. We posit that during dependency, the value-based decision-making system in the brain is not inactive but has instead prioritized drugs as the reward of choice. In support of this model, we consider the role of valuation in choice, its influence on pleasure and punishment, and how valuation is contrasted in impulsive and compulsive behaviours. We then discuss the neurobiology of value, beginning with the dopaminergic system and its relationship with incentive salience before moving to brain-wide networks involved in valuation, control and prospection. These value-based neurobiological components are then integrated into the cycle of addiction as we consider the development of drug dependency from a valuation perspective. We conclude with a discussion of cognitive interventions utilizing value-based decision-making, highlighting not just advances in recalibrating the valuation system to focus on non-drug rewards, but also areas for improvement in refining this approach.
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Affiliation(s)
- Kavinash Loganathan
- Centre for Intelligent Signal & Imaging, Universiti Teknologi PETRONAS, Perak, Malaysia.
| | - Eric Tatt Wei Ho
- Centre for Intelligent Signal & Imaging, Universiti Teknologi PETRONAS, Perak, Malaysia; Dept of Electrical & Electronics Engineering, Universiti Teknologi PETRONAS, Perak, Malaysia
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20
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21
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Perandrés-Gómez A, Navas JF, van Timmeren T, Perales JC. Decision-making (in)flexibility in gambling disorder. Addict Behav 2021; 112:106534. [PMID: 32890912 DOI: 10.1016/j.addbeh.2020.106534] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 06/26/2020] [Accepted: 06/29/2020] [Indexed: 01/26/2023]
Abstract
BACKGROUND Behavioral flexibility -the ability to dynamically readjust our behavior in response to reward contingency changes- is often investigated using probabilistic reversal learning tasks (PRLT). Poor PRLT performance has been proposed as a proxy for compulsivity, and theorized to be related to perseverative gambling. Previous attempts to measure inflexibility with the PRLT in patients with gambling disorder have, however, used a variety of indices that may conflate inflexibility with more general aspects of performance in the task. METHODS Trial-by-trial PRLT acquisition and reacquisition curves in 84 treatment-seeking patients with gambling disorder and 64 controls (non-gamblers and non-problem recreational gamblers) were analyzed to distinguish between (a) variability in acquisition learning, and (b) reacquisition learning in reversed contingency phases. Complementarily, stay/switch responses throughout the task were analyzed to identify (c) premature switching, and (d) sensitivity to accumulated negative feedback. RESULTS AND INTERPRETATION Even after controlling for differences in acquisition learning, patients were slower to readjust their behavior in reversed contingency phases, and were more prone to maintain their decisions despite accumulated negative feedback. Inflexibility in patients with gambling disorder is thus a robust phenomenon that could predate gambling escalation, or result from massive exposure to gambling activities.
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Affiliation(s)
- Ana Perandrés-Gómez
- Department of Experimental Psychology, Mind, Brain and Research Center (CIMCYC), Universidad de Granada, Spain
| | - Juan F Navas
- Department of Clinical Psychology, Universidad Complutense de Madrid, Spain; Universitat Oberta de Catalunya, Spain
| | - Tim van Timmeren
- Department of Clinical Psychology, University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, the Netherlands
| | - José C Perales
- Department of Experimental Psychology, Mind, Brain and Research Center (CIMCYC), Universidad de Granada, Spain.
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22
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Hook RW, Grant JE, Ioannidis K, Tiego J, Yücel M, Wilkinson P, Chamberlain SR. Trans-diagnostic measurement of impulsivity and compulsivity: A review of self-report tools. Neurosci Biobehav Rev 2021; 120:455-469. [PMID: 33115636 PMCID: PMC7116678 DOI: 10.1016/j.neubiorev.2020.10.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 08/15/2020] [Accepted: 10/14/2020] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Impulsivity and compulsivity are important constructs, relevant to understanding behaviour in the general population, as well as in particular mental disorders (e.g. attention deficit hyperactivity disorder, obsessive-compulsive disorder). The current paper provides a narrative review of self-report impulsivity and compulsivity scales. METHODS A literature search was conducted using the following terms: ("impulsivity" OR "compulsivity") AND ("self-report" OR "questionnaire" OR "psychometric" OR "scale"). RESULTS 25 impulsive and 11 compulsive scales were identified, which varied considerably in psychometric properties, convenience, and validity. For impulsivity, the most commonly used scales were the BIS and the UPPS-P, whilst for compulsivity, the Padua Inventory was commonly used. The majority of compulsivity scales measured OCD symptoms (obsessions and compulsions) rather than being trans-diagnostic or specific to compulsivity (as opposed to obsessions). Scales capable of overcoming these limitations were highlighted. DISCUSSION This review provides clarity regarding relative advantages and disadvantages of different scales relevant to the measurement of impulsivity and compulsivity in many contexts. Areas for further research and refinement are highlighted.
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Affiliation(s)
- Roxanne W Hook
- Department of Psychiatry, University of Cambridge, Cambridge Biomedical Campus, Cambridge, CB2 0SZ, United Kingdom.
| | - Jon E Grant
- Department of Psychiatry, University of Chicago, Pritzker School of Medicine, USA
| | - Konstantinos Ioannidis
- Cambridge and Peterborough NHS Foundation Trust and Department of Psychiatry, University of Cambridge, UK
| | - Jeggan Tiego
- Neural Systems and Behaviour Lab, Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Australia
| | - Murat Yücel
- BrainPark, Turner Institute for Brain and Mental Health, School of Psychological Sciences and Monash Biomedical Imaging Facility, Monash University, Australia
| | - Paul Wilkinson
- Department of Psychiatry, University of Cambridge, Cambridge Biomedical Campus, Cambridge, CB2 0SZ, United Kingdom; Cambridge and Peterborough NHS Foundation Trust and Department of Psychiatry, University of Cambridge, UK
| | - Samuel R Chamberlain
- Department of Psychiatry, University of Cambridge, Cambridge Biomedical Campus, Cambridge, CB2 0SZ, United Kingdom; Cambridge and Peterborough NHS Foundation Trust and Department of Psychiatry, University of Cambridge, UK
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23
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Brain micro-architecture and disinhibition: a latent phenotyping study across 33 impulsive and compulsive behaviours. Neuropsychopharmacology 2021; 46:423-431. [PMID: 32919402 PMCID: PMC7116462 DOI: 10.1038/s41386-020-00848-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 07/31/2020] [Accepted: 08/31/2020] [Indexed: 12/16/2022]
Abstract
Impulsive and compulsive symptoms are common, tend to co-occur, and collectively account for a substantive global disease burden. Latent phenotyping offers a promising approach to elucidate common neural mechanisms conferring vulnerability to such symptoms in the general population. We utilised the Neuroscience in Psychiatry Network (NSPN), a cohort of young people (aged 18-29 years) in the United Kingdom, who provided questionnaire data and Magnetic Resonance Imaging scans. Partial Least Squares was used to identify brain regions in which intra-cortical myelination (measured using Magnetisation Transfer, MT) was significantly associated with a disinhibition phenotype, derived from bi-factor modelling of 33 impulsive and compulsive problem behaviours. The neuroimaging sample comprised 126 participants, mean 22.8 (2.7 SD) years old, being 61.1% female. Disinhibition scores were significantly and positively associated with higher MT in the bilateral frontal and parietal lobes. 1279 genes associated with disinhibition-related brain regions were identified, which were significantly enriched for functional biological interactions reflecting receptor signalling pathways. This study indicates common microstructural brain abnormalities contributing to a multitude of related, prevalent, problem behaviours characterised by disinhibition. Such a latent phenotyping approach provides insights into common neurobiological pathways, which may help to improve disease models and treatment approaches. Now that this latent phenotyping model has been validated in a general population sample, it can be extended into patient settings.
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Pallanti S, Marras A, Makris N. A Research Domain Criteria Approach to Gambling Disorder and Behavioral Addictions: Decision-Making, Response Inhibition, and the Role of Cannabidiol. Front Psychiatry 2021; 12:634418. [PMID: 34603091 PMCID: PMC8484302 DOI: 10.3389/fpsyt.2021.634418] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 07/30/2021] [Indexed: 12/14/2022] Open
Abstract
Gambling Disorder (GD) has been recently re-classified in the DSM-5 under the "substance-related and addictive disorders," in light of its genetic, endophenotypic, and phenotypic resemblances to substance dependence. Diminished control is a core defining concept of psychoactive substance dependence or addiction and has given rise to the concept of "behavioral" addictions, which are syndromes analogous to substance addiction, but with a behavioral focus other than ingestion of a psychoactive substance. The main symptom clusters are represented by loss of control, craving/withdrawal, and neglect of other areas of life, whereas in a Research Domain Criteria (RDoC) perspective, GD patients exhibit deficits in the domain of "Positive valence systems," particularly in the "Approach motivation" and "Reward learning" constructs, as well as in the "Cognitive systems," primarily in the "Cognitive control" construct. In the Addictions Neuroclinical Assessment (ANA), three relevant domains for addictions emerge: "Incentive salience," "Negative Emotionality," and "Executive Function." The endocannabinoid system (ECS) may largely modulate these circuits, presenting a promising pharmaceutical avenue for treating addictions. Up to now, research on cannabidiol has shown some efficacy in Attention Deficit/Hyperactivity Disorder (ADHD), whereas in behavioral addictions its role has not been fully elucidated, as well as its precise action on RDoC domains. Herein, we review available evidence on RDoC domains affected in GD and behavioral addictions and summarize insights on the use of cannabidiol in those disorders and its potential mechanisms of action on reward, decisional, and sensorimotor processes.
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Affiliation(s)
- Stefano Pallanti
- Institute of Neurosciences, Florence, Italy.,Albert Einstein College of Medicine and Montefiore Medical Center, New York, NY, United States
| | - Anna Marras
- Institute of Neurosciences, Florence, Italy.,Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Nikolaos Makris
- Departments of Psychiatry and Neurology, Center for Morphometric Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
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García-García I, Morys F, Dagher A. Nucleus accumbens volume is related to obesity measures in an age-dependent fashion. J Neuroendocrinol 2020; 32:e12812. [PMID: 31758711 DOI: 10.1111/jne.12812] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 11/05/2019] [Accepted: 11/20/2019] [Indexed: 12/27/2022]
Abstract
Motivation theories of obesity suggest that one of the brain mechanisms underlying pathological eating and weight gain is the dysregulation of dopaminergic circuits. Although these dysregulations likely occur at the microscopic level, studies on grey matter volume report macroscopic differences associated with obesity. One region suggested to play a key role in the pathophysiology of obesity is the nucleus accumbens (NAcc). We performed a meta-analysis of findings regarding NAcc volume and overweight/obesity. We additionally examined whether grey matter volume in the NAcc and other mesolimbic areas depends on the longitudinal trajectory of obesity, using the UK Biobank dataset. To this end, we analysed the data using a latent growth model, which identifies whether a certain variable of interest (eg, NAcc volume) is related to another variable's (body mass index [BMI]) initial values or longitudinal trajectories. Our meta-analysis showed that, overall, NAcc volume is positively related to BMI. However, further analyses revealed that the relationship between NAcc volume and BMI is dependent on age. For younger individuals, such a relationship is positive, whereas, for older adults, it is negative. This was corroborated by our analysis in the UK Biobank dataset, which includes older adults, where we found that a higher BMI was associated with a lower NAcc and thalamus volume. Overall, the present study suggests that increased NAcc volume at a young age might be a vulnerability factor for obesity, whereas, at an older age, decreased NAcc volume with increased BMI might be an effect of prolonged influences of neuroinflammation on the brain.
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Affiliation(s)
| | - Filip Morys
- Montreal Neurological Institute, McGill University, Montréal, Québec, Canada
| | - Alain Dagher
- Montreal Neurological Institute, McGill University, Montréal, Québec, Canada
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26
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Ede MO, Omeje JC, Ncheke DC, Agah JJ, Chinweuba NH, Amoke CV. Assessment of the Effectiveness of Group Cognitive Behavioural Therapy in Reducing Pathological Gambling. J Gambl Stud 2020; 36:1325-1339. [PMID: 33037961 DOI: 10.1007/s10899-020-09981-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/22/2020] [Indexed: 12/17/2022]
Abstract
Pathological gambling is a developmental disorder usually associated with a continuous loss of control over gambling; it also involves a preoccupation with gambling and with obtaining money for the same purpose of gambling, irrational thinking, and a continuation of the behaviour despite being aware of its adverse consequences. This study examined the effectiveness of group cognitive-behavioural therapy (GCBT) on pathological gambling among Nigerian students. The study used a group randomised controlled trial design to assign participants to intervention and control groups. A total of 40 undergraduate students, aged 18-30, were classified as pathological gamblers (participants) in this study. Participants completed self-report scales titled South oaks gambling screen and Gambling Symptom Assessment Scale at three-time points. The intervention lasted for 8 weeks. The data collected were statistically analysed using repeated-measures ANOVA. Results revealed that GCBT has a significant effect in decreasing the symptoms of pathological gambling among the participants in GCBT compared to those in the control group and that the improvements were maintained at follow-up. The study concluded that group cognitive-behavioural therapy is impactful therapy in reducing pathological gambling among students. It has also validated the effectiveness of cognitive-behavioural therapy in altering erroneous thoughts and replacing it with a better alternative realistic way of thinking.
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Affiliation(s)
- Moses Onyemaechi Ede
- Department of Educational Foundations, Faculty of Education, University of Nigeria, Nsukka, Enugu State, Nigeria.
| | - Joachim C Omeje
- Department of Educational Foundations, Faculty of Education, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Damian Chijioke Ncheke
- Department of Educational Foundations, Faculty of Education, University of Nigeria, Nsukka, Enugu State, Nigeria.
| | - John J Agah
- Department of Science Education, Faculty of Education, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Ngozi H Chinweuba
- Department of Educational Foundations, Faculty of Education, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Chijioke Virgilus Amoke
- Department of Educational Foundations, Faculty of Education, University of Nigeria, Nsukka, Enugu State, Nigeria
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Fontenelle LF, Oldenhof E, Eduarda Moreira-de-Oliveira M, Abramowitz JS, Antony MM, Cath D, Carter A, Dougherty D, Ferrão YA, Figee M, Harrison BJ, Hoexter M, Soo Kwon J, Küelz A, Lazaro L, Lochner C, Marazziti D, Mataix-Cols D, McKay D, Miguel EC, Morein-Zamir S, Moritz S, Nestadt G, O'Connor K, Pallanti S, Purdon C, Rauch S, Richter P, Rotge JY, Shavitt RG, Soriano-Mas C, Starcevic V, Stein DJ, Steketee G, Storch EA, Taylor S, van den Heuvel OA, Veale D, Woods DW, Verdejo-Garcia A, Yücel M. A transdiagnostic perspective of constructs underlying obsessive-compulsive and related disorders: An international Delphi consensus study. Aust N Z J Psychiatry 2020; 54:719-731. [PMID: 32364439 DOI: 10.1177/0004867420912327] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
BACKGROUND The Research Domain Criteria seeks to bridge knowledge from neuroscience with clinical practice by promoting research into valid neurocognitive phenotypes and dimensions, irrespective of symptoms and diagnoses as currently conceptualized. While the Research Domain Criteria offers a vision of future research and practice, its 39 functional constructs need refinement to better target new phenotyping efforts. This study aimed to determine which Research Domain Criteria constructs are most relevant to understanding obsessive-compulsive and related disorders, based on a consensus between experts in the field of obsessive-compulsive and related disorders. METHODS Based on a modified Delphi method, 46 experts were recruited from Australia, Africa, Asia, Europe and the Americas. Over three rounds, experts had the opportunity to review their opinion in light of feedback from the previous round, which included how their response compared to other experts and a summary of comments given. RESULTS Thirty-four experts completed round one, of whom 28 (82%) completed round two and 24 (71%) completed round three. At the final round, four constructs were endorsed by ⩾75% of experts as 'primary constructs' and therefore central to understanding obsessive-compulsive and related disorders. Of these constructs, one came from the Positive Valence System (Habit), two from the Cognitive Control System (Response Selection/Inhibition and Performance Monitoring) and the final construct was an additional item suggested by experts (Compulsivity). CONCLUSION This study identified four Research Domain Criteria constructs that, according to experts, cut across different obsessive-compulsive and related disorders. These constructs represent key areas for future investigation, and may have potential implications for clinical practice in terms of diagnostic processes and therapeutic management of obsessive-compulsive and related disorders.
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Affiliation(s)
- Leonardo F Fontenelle
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, VIC, Australia.,D'Or Institute for Research and Education, D'Or São Luiz Network, Rio de Janeiro, Brazil.,Obsessive, Compulsive, and Anxiety Spectrum Research Program, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Erin Oldenhof
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, VIC, Australia
| | - Maria Eduarda Moreira-de-Oliveira
- D'Or Institute for Research and Education, D'Or São Luiz Network, Rio de Janeiro, Brazil.,Obsessive, Compulsive, and Anxiety Spectrum Research Program, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Jonathan S Abramowitz
- Department of Psychology and Neuroscience, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Martin M Antony
- Department of Psychology, Ryerson University, Toronto, ON, Canada
| | - Danielle Cath
- RGOc and Department of Psychiatry, Rijksuniversity Groningen, UMC Groningen, Groningen, The Netherlands.,Department of Specialized Trainings, Mental Health Services Drenthe, Assen, The Netherlands
| | - Adrian Carter
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, VIC, Australia
| | - Darin Dougherty
- Division of Neurotherapeutics, Massachusetts General Hospital, Boston, MA, USA.,Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA.,Obsessive-Compulsive and Related Disorders Program, Massachusetts General Hospital, Boston, MA, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Ygor A Ferrão
- Department of Psychiatry, Federal University of Health Sciences of Porto Alegre (UFCSPA), Porto Alegre, Brazil
| | - Martijn Figee
- Department of Psychiatry, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands.,Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Ben J Harrison
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne, Melbourne, VIC, Australia
| | - Marcelo Hoexter
- Department of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Jun Soo Kwon
- Department of Psychiatry, College of Medicine, Seoul National University, Seoul, Korea
| | - Anne Küelz
- Department of Psychiatry and Psychotherapy, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Luísa Lazaro
- Department of Child and Adolescent Psychiatry and Psychology, Hospital Clinic of Barcelona, IDIBAPS, CIBERSAM, University of Barcelona, Barcelona, Spain
| | - Christine Lochner
- SU/UCT MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Donatella Marazziti
- Dipartimento di Medicina Clinica e Sperimentale, Section of Psychiatry, University of Pisa, Pisa, Italy
| | - David Mataix-Cols
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Dean McKay
- Department of Psychology, Fordham University, Bronx, NY, USA
| | - Euripedes C Miguel
- Department of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Sharon Morein-Zamir
- School of Psychology and Sports Science, Anglia Ruskin University, Cambridge, UK
| | - Steffen Moritz
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Kieron O'Connor
- Research Center of the Montreal University Institute of Mental Health, University of Montreal, Montreal, QC, Canada
| | - Stefano Pallanti
- Department of Psychiatry and Behavioral Sciences, Stanford University Medical Center, Stanford, CA, USA.,Institute of Neuroscience, University of Florence, Florence, Italy
| | - Christine Purdon
- Department of Psychology, University of Waterloo, Waterloo, ON, Canada
| | - Scott Rauch
- Obsessive-Compulsive Disorder Institute, McLean Hospital, Belmont, MA, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Peggy Richter
- Anxiety Disorders Centre, Sunnybrook Health Care Sciences, Toronto, Canada and Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Jean-Yves Rotge
- Inserm U 1127, CNRS UMR 7225, Department of Psychiatry, Institut du Cerveau et de la Moelle, ICM-A-IHU, Sorbonne Université, AP-HP, Paris, France
| | - Roseli G Shavitt
- Department of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Carles Soriano-Mas
- Department of Psychiatry and Department of Psychobiology and Methodology of Health Sciences, Bellvitge Biomedical Research Institute-IDIBELL, Mental Health Networking Biomedical Research Centre (CIBERSAM) and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Vladan Starcevic
- Department of Psychiatry, Nepean Hospital, Faculty of Medicine and Health, Sydney Medical School, Nepean Clinical School, The University of Sydney, Sydney, NSW, Australia
| | - Dan J Stein
- Department of Psychiatry and MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa
| | - Gail Steketee
- School of Social Work, Boston University, Boston, USA
| | - Eric A Storch
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TC, USA
| | - Steven Taylor
- Department of Psychiatry, The University of British Columbia, Vancouver, BC, Canada
| | - Odile A van den Heuvel
- Department of Psychiatry and Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.,Bergen Center for Brain Plasticity, Haukeland University Hospital, Bergen, Norway
| | - David Veale
- South London and Maudsley NHS Foundation Trust, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Douglas W Woods
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, USA.,Department of Psychology, Marquette University, Milwaukee, WI, USA
| | - Antonio Verdejo-Garcia
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, VIC, Australia
| | - Murat Yücel
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, VIC, Australia
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Pani PP, Maremmani AGI, Pacini M, Trogu E, Gessa GL, Ruiz P, Maremmani I. Delineating the Psychic Structure of Substance Use and Addictions, from Neurobiology to Clinical Implications: Ten Years Later. J Clin Med 2020; 9:jcm9061913. [PMID: 32570932 PMCID: PMC7356689 DOI: 10.3390/jcm9061913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 06/12/2020] [Accepted: 06/16/2020] [Indexed: 11/16/2022] Open
Abstract
The diagnosis of substance use disorder is currently based on the presence of specifically identified behavioral symptoms. In addition, other psychiatric signs and symptoms accompany addictive behavior, contributing to the full picture of patients’ psychopathologic profile. Historically, such symptoms were confined within the framework of “comorbidity”, as comorbid psychiatric disorders or personality traits. However, an alternative unitary view of the psychopathology of addiction, inclusive of related psychiatric symptoms, has been claimed, with the support of epidemiological, neurobiological, and neuropsychological evidence. In the present article, we highlight the research advancements that strengthen this unified perspective. We then give an account of our group’s definition of a specific SCL-90-based construct of the psychopathology of addiction. Lastly, we discuss the benefits that can be expected to be acquired in the evaluation and treatment of patients with a longitudinal approach including psychological/psychiatric predisposing features, addictive behavior, and psychiatric manifestations.
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Affiliation(s)
- Pier Paolo Pani
- Social-Health Services, Azienda Tutela Salute Sardegna (Sardinia Health Trust), 09128 Cagliari, Italy;
| | - Angelo G. I. Maremmani
- Department of Psychiatry, North-Western Tuscany Local Health Unit, Tuscany NHS, Versilia Zone, 55049 Viareggio, Italy;
- Association for the Application of Neuroscientific Knowledge to Social Aims (AU-CNS), 55045 Pietrasanta, Italy
- PISA-School of Experimental and Clinical Psychiatry, 56100 Pisa, Italy
| | - Matteo Pacini
- G. De Lisio Institute of Behavioral Sciences, 56100 Pisa, Italy;
| | | | - Gian Luigi Gessa
- Emeritus of Neuropharmacology, University of Cagliari, 09124 Cagliari, Italy;
| | - Pedro Ruiz
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX 77030, USA;
| | - Icro Maremmani
- PISA-School of Experimental and Clinical Psychiatry, 56100 Pisa, Italy
- G. De Lisio Institute of Behavioral Sciences, 56100 Pisa, Italy;
- Vincent P. Dole Dual Disorder Unit, 2nd Psychiatric Unit, Santa Chiara University Hospital, University of Pisa, 56100 Pisa, Italy
- Correspondence: ; Tel.: +39-050-993045
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Kapitány-Fövény M, Urbán R, Varga G, Potenza MN, Griffiths MD, Szekely A, Paksi B, Kun B, Farkas J, Kökönyei G, Demetrovics Z. The 21-item Barratt Impulsiveness Scale Revised (BIS-R-21): An alternative three-factor model. J Behav Addict 2020; 9:225-246. [PMID: 32609636 PMCID: PMC8939423 DOI: 10.1556/2006.2020.00030] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 01/04/2020] [Accepted: 04/04/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND AND AIMS Due to its important role in both healthy groups and those with physical, mental and behavioral disorders, impulsivity is a widely researched construct. Among various self-report questionnaires of impulsivity, the Barratt Impulsiveness Scale is arguably the most frequently used measure. Despite its international use, inconsistencies in the suggested factor structure of its latest version, the BIS-11, have been observed repeatedly in different samples. The goal of the present study was therefore to test the factor structure of the BIS-11 in several samples. METHODS Exploratory and confirmatory factor analyses were conducted on two representative samples of Hungarian adults (N = 2,457; N = 2,040) and a college sample (N = 765). RESULTS Analyses did not confirm the original model of the measure in any of the samples. Based on explorative factor analyses, an alternative three-factor model (cognitive impulsivity; behavioral impulsivity; and impatience/restlessness) of the Barratt Impulsiveness Scale is suggested. The pattern of the associations between the three factors and aggression, exercise, smoking, alcohol use, and psychological distress supports the construct validity of this new model. DISCUSSION The new measurement model of impulsivity was confirmed in two independent samples. However, it requires further cross-cultural validation to clarify the content of self-reported impulsivity in both clinical and nonclinical samples.
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Affiliation(s)
- Máté Kapitány-Fövény
- Faculty of Health Sciences, Semmelweis University, Budapest, Hungary,Nyírő Gyula National Institute of Psychiatry and Addictions, Budapest, Hungary,Corresponding author. E-mail: Tel.: +36 20 522 1850
| | - Róbert Urbán
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Gábor Varga
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Marc N. Potenza
- Yale School of Medicine, Connecticut Council on Problem Gambling and Connecticut Mental Health Center, New Haven, CT, USA
| | - Mark D. Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
| | - Anna Szekely
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Borbála Paksi
- Institute of Education, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Bernadette Kun
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Judit Farkas
- Nyírő Gyula National Institute of Psychiatry and Addictions, Budapest, Hungary,Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Gyöngyi Kökönyei
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary,Corresponding author. E-mail:
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Sommer JL, El-Gabalawy R, Contractor AA, Weiss NH, Mota N. PTSD's risky behavior criterion: Associated risky and unhealthy behaviors and psychiatric correlates in a nationally representative sample. J Anxiety Disord 2020; 73:102247. [PMID: 32502805 DOI: 10.1016/j.janxdis.2020.102247] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 05/15/2020] [Accepted: 05/22/2020] [Indexed: 02/06/2023]
Abstract
Criterion E2 ("reckless or self-destructive behavior") was added to the DSM-5 posttraumatic stress disorder (PTSD) criteria to reflect the established association between PTSD and risky and unhealthy behaviors (RUBs); however, previous research has questioned its clinical significance. To determine whether criterion E2 adequately captures reckless/self-destructive behavior, we examined the prevalence and associations of RUBs (e.g., substance misuse, risky sexual behaviors) with criterion E2 endorsement. Further, we examined associations between criterion E2 and psychiatric conditions (e.g., depressive disorders, anxiety disorders) in a population-based sample of trauma-exposed adults. We analyzed data from the 2012-2013 National Epidemiologic Survey on Alcohol and Related Conditions (N = 36,309). The Alcohol Use Disorder and Associated Disabilities Interview Schedule-5 assessed lifetime DSM-5 psychiatric conditions and self-reported RUBs. Among trauma-exposed adults (n = 23,936), multiple logistic regressions examined criterion E2's associations with RUBs and psychiatric conditions. After adjusting for covariates, all RUBs were associated with E2 endorsement (AOR range: 1.58-3.97; most prevalent RUB among those who endorsed E2: greater substance use than intended [57.0 %]) except binge eating, and E2 endorsement was associated with increased odds of PTSD, bipolar disorder, substance use disorders, and schizotypal, borderline, and antisocial personality disorders (AOR range: 1.65-2.75), and decreased odds of major depressive disorder (AOR = 0.76). Results support the clinical significance of criterion E2 through identifying associated RUBs and distinct correlates. These results may inform screening and intervention strategies for at-risk populations.
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Affiliation(s)
- Jordana L Sommer
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, 671 William Avenue, Winnipeg, Manitoba, R3E 0Z2, Canada; Department of Psychology, University of Manitoba, 190 Dysart Road, Winnipeg, Manitoba, R3T 2N2, Canada
| | - Renée El-Gabalawy
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, 671 William Avenue, Winnipeg, Manitoba, R3E 0Z2, Canada; Department of Psychology, University of Manitoba, 190 Dysart Road, Winnipeg, Manitoba, R3T 2N2, Canada; Department of Clinical Health Psychology, University of Manitoba, 771 Bannatyne Avenue, Winnipeg, Manitoba, R3E 3N4, Canada; Department of Psychiatry, University of Manitoba, 771 Bannatyne Avenue, Winnipeg, Manitoba, R3E 3N4, Canada
| | - Ateka A Contractor
- Department of Psychology, University of North Texas, 1155 Union Circle, Denton, TX, 76203, United States
| | - Nicole H Weiss
- Department of Psychology, University of Rhode Island, 142 Flagg Road, Kingston, RI, 02881, United States
| | - Natalie Mota
- Department of Clinical Health Psychology, University of Manitoba, 771 Bannatyne Avenue, Winnipeg, Manitoba, R3E 3N4, Canada; Department of Psychiatry, University of Manitoba, 771 Bannatyne Avenue, Winnipeg, Manitoba, R3E 3N4, Canada.
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Abstract
OBJECTIVE Though moderate exercise has numerous health benefits, some individuals may become excessively preoccupied with exercise, endorsing features akin to "addiction." The aim of this study was to evaluate the relationships between problematic exercise (viewed dimensionally), quality of life, and psychological measures. METHODS Young adults were recruited from an established population-based cohort in the United Kingdom and completed an online survey. The factor structure of the Exercise Addiction Inventory (EAI) was characterized. Relationships between dimensional EAI factor scores and other variables (impulsivity, compulsivity, emotional dysregulation) were elicited. RESULTS Six hundred and forty-two individuals took part in the study (mean age 23.4 years, 64.7% female). The EAI yielded two factors - a "general factor" and a "relationship conflict factor." Both EAI factor scores were associated with disordered eating, impulsivity (UPPS), and compulsivity (CHI-T). Only the relationship conflict factor score was significantly associated with impaired quality of life (all domains) and with maladaptive personality traits (emotional dysregulation and obsessive-compulsive personality disorder traits). Few participants met conventional threshold for full exercise addiction (1.1%). CONCLUSION Higher problematic exercise scores, in a sample largely free from exercise addiction, were associated with impulsive and compulsive personality features, emotional dysregulation, and disordered eating. Further research is needed to examine whether these results generalize to other populations (such as gym attendees) and are evident using more rigorous in-person clinical assessment rather than online assessment. Longitudinal research is needed to examine both positive and negative impacts of exercise, since moderate exercise may, in fact, be useful for those with impulsive/compulsive tendencies, by dampening negative emotional states or substituting for other more damaging types of repetitive habit.
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Affiliation(s)
- Samuel R. Chamberlain
- Department of Psychiatry, University of Cambridge, and Cambridge and Peterborough NHS Foundation Trust, UK
| | - Jon E. Grant
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago, USA
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Sagiv E, Hadlaczky G, Sheetrit N, Gur E, Horesh N, Gvion Y. The Fear of Losing-Nonsuicidal Self-Injury as a Protective Mechanism in Eating Disorders. Front Psychiatry 2019; 10:825. [PMID: 31803081 PMCID: PMC6873791 DOI: 10.3389/fpsyt.2019.00825] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 10/18/2019] [Indexed: 01/01/2023] Open
Abstract
Background: This study examined the moderating role of loss aversion (LA) on the relationship between impulsivity, nonsuicidal self-injury (NSSI), suicidal attempts, and ideations among Eating Disorder (ED) patients. Methods: Data was collected on 81 ED patients and 37 healthy controls. ED patients were divided into 2 groups: 25 AN-Rs, 56 AN-BPs and BNs. Measurements of trait impulsivity, LA, NSSI, suicide attempts, and suicide ideations were collected. Results: The rate of attempting suicide was highest in the AN-BP/BN (34.8%), lower in the AN-Rs (8%), and the lowest in the controls (2.7%). Suicide ideation was also higher in AN-BP/BN compared to both AN-R and controls. NSSI was higher in the AN-BP/BN group compared to both AN-R and control groups. LA scores were lower among participants with EDs compared to controls. BMI and depression were positively associated with suicide ideation and NSSI. Impulsivity was associated to suicide attempt and suicide ideation. Contrary to our hypothesis, LA scores were positively correlated with NSSI and SI. A stepwise regression revealed that contradictory to our hypothesis, higher LA predicted NSSI prevalence severity of NSSI and suicide ideation. Limitations: (1) Cross-sectional design; (2) Relatively small sample size of clinical subjects and only female participants; (3) Heterogeneity of treatment status. Conclusions: EDs are associated with lower levels of LA compared to general population. Although high LA is considered a protective factor against "high damage" decisions, it may serve as a facilitator of lower risk decisions which help the individual soothe and communicate his or her own suffering such as NSSI.
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Affiliation(s)
- Eran Sagiv
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel
| | - Gergö Hadlaczky
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Noga Sheetrit
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel
| | - Eitan Gur
- The Eating Disorders Department, Sheba Medical Center, Ramat Gan, Israel
| | - Netta Horesh
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel
| | - Yari Gvion
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel
- Department of Psychology, Academic College Tel Aviv–Yaffo, Yaffo, Israel
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The paradoxical relationship between emotion regulation and gambling-related cognitive biases. PLoS One 2019; 14:e0220668. [PMID: 31381598 PMCID: PMC6681951 DOI: 10.1371/journal.pone.0220668] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 07/20/2019] [Indexed: 12/14/2022] Open
Abstract
Background Gambling behavior presents substantial individual variability regarding its severity, manifestations, and psychological correlates. Specifically, differences in emotion regulation, impulsivity, and cognitive distortions have been identified as crucial to describe individual profiles with implications for the prevention, prognosis, and treatment of gambling disorder (GD). Aims and method The aim of the present study was to investigate the associations of gambling-related cognitions (measured according to the GRCS model) with impulsivity (UPPS-P model) and emotion regulation (CERQ model), in a sample of 246 gamblers with different levels of gambling involvement, using mixed-effects modelling to isolate theoretically relevant associations while controlling for the potentially confounding effects of sociodemographic and clinical covariates. Results Affective/motivational dimensions of UPPS-P impulsivity positive urgency and sensation seeking, on the one hand, and CERQ emotion regulation strategies reappraisal, rumination and blaming others, on the other, independently and significantly predicted distorted gambling-related cognitions. Conclusions These results (a) reinforce the ones of previous studies stressing the relevance of emotional and motivational processes in the emergence of gambling-related cognitive distortions; and (b) replicate the seemingly paradoxical finding that gamblers use emotion regulation strategies customarily considered as adaptive (i.e. reappraisal) to strengthen and justify their biased beliefs about gambling outcomes and controllability.
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Abstract
The phenomenon of buying-shopping disorder (BSD) was described over 100 years ago. Definitions of BSD refer to extreme preoccupation with shopping and buying, to impulses to purchase that are experienced as irresistible, and to recurrent maladaptive buying excesses that lead to distress and impairments. Efforts to stop BSD episodes are unsuccessful, despite the awareness of repeated break-downs in self-regulation, experiences of post-purchase guilt and regret, comorbid psychiatric disorders, reduced quality of life, familial discord, work impairment, financial problems, and other negative consequences. A recent meta-analysis indicated an estimated point prevalence of BSD of 5%. In this narrative review, the authors offer a perspective to consider BSD as a mental health condition and to classify this disorder as a behavioral addiction, based on both research data and on long-standing clinical experience.
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Impulsivity, risk gambling, and heavy episodic drinking among adolescents: A moderator analysis of psychological health. Addict Behav Rep 2019; 10:100211. [PMID: 31463359 PMCID: PMC6706630 DOI: 10.1016/j.abrep.2019.100211] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 07/05/2019] [Accepted: 07/25/2019] [Indexed: 01/03/2023] Open
Abstract
Introduction Adolescence is associated with an increased inclination for risk behaviors, like gambling and heavy episodic drinking (HED). While impulsivity is a well-documented risk factor, the purpose of this study is to explore if there are variables modulating this association. The study examined the effects of impulsivity and psychological health on risk gambling and HED, and whether psychological health functions as a moderator, i.e., protective factor. Methods Data was extracted from the Stockholm School Survey, collected in 2014 and 2016 among students in the ninth grade of primary school (15-16 years) and second grade of upper secondary school (17-18 years) in Stockholm (n = 21,886). Impulsivity, psychological problems, risk gambling, HED, and a number of sociodemographic control variables were measured using self-report data. The statistical method was binary logistic regression. Results Results showed that risk gambling (3.4%) and HED (22.8%) were prevalent among Swedish pupils. Impulsivity and-to a weaker extent-psychological problems as well as several sociodemographic variables were risk factors for risk gambling and HED. Furthermore, psychological problems negatively moderated the association between impulsivity and HED among girls. Conclusions This study supports evidence that impulsivity represents a risk factor for risk behaviors, and-contrary to the a priori hypothesis-indicates that the association between impulsivity and HED in female students might be attenuated by the presence of psychological problems. Prevention measures should particularly address adolescents exhibiting the mentioned risk factors and aim at reducing psychological problems, but not necessarily target the adolescents showing impulsivity and psychological problems simultaneously.
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Menchon JM. Identifying core transdisciplinary constructs in addiction has clinical utility. Addiction 2019; 114:1110-1111. [PMID: 30801833 DOI: 10.1111/add.14563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Accepted: 01/22/2019] [Indexed: 11/28/2022]
Affiliation(s)
- Jose M Menchon
- Department of Psychiatry, Bellvitge University Hospital-IDIBELL, University of Barcelona, CIBERSAM, Barcelona, Spain
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Morioka H, Ijichi S, Ijichi N, Ijichi Y, King BH. Developmental social vulnerability as the intrinsic origin of psychopathology: A paradigm shift from disease entities to psychiatric derivatives within human diversity. Med Hypotheses 2019; 126:95-108. [DOI: 10.1016/j.mehy.2019.03.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 03/01/2019] [Accepted: 03/21/2019] [Indexed: 12/28/2022]
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Iceta S, Benoit J, Cristini P, Lambert-Porcheron S, Segrestin B, Laville M, Poulet E, Disse E. Attentional bias and response inhibition in severe obesity with food disinhibition: a study of P300 and N200 event-related potential. Int J Obes (Lond) 2019; 44:204-212. [PMID: 30967609 DOI: 10.1038/s41366-019-0360-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2018] [Revised: 02/05/2019] [Accepted: 02/24/2019] [Indexed: 12/29/2022]
Abstract
BACKGROUND/OBJECTIVE In obesity there is growing evidence for common mechanism between food intake regulation and substance use disorders, especially more attentional bias and less cognitive control. In the present study we investigated whether severely obese subjects with or without disordered eating exhibit electroencephalographic (EEG) event-related potential (ERP) modifications as observed in substance abusers. SUBJECTS/METHODS A total of 90 women were included; 30 in the normal-weight (NW) group (18.5 < BMI < 24.5 kg/m2; no food disinhibition or restriction on the Three-Factor Eating Questionnaire) and 60 participants with BMI ≥ 35 kg/m2 were separated into two groups (n = 30): without food disinhibition (disinhibition score ≤8; ObFD- group) and with food disinhibition (score >8; ObFD+). Clinical and metabolic parameters as well as compartmental aspects (Eating Disorders Inventory-2, EDI-2) were assessed. Participants underwent an ERP recording with an auditory oddball paradigm. RESULTS The mean ± SD P300 amplitudes in Pz were significantly (p < 0.05) lower in ObFD- (12.4 ± 4.6) and ObFD+ (12.5 ± 4.4) groups than in the NW group (15.8 ± 5.9). The mean ± SD N200 amplitude in Cz was significantly lower in the ObFD- group (-2.0 ± 5.4) than in the NW group (-5.2 ± 4.2 vs; p = 0.035). N200 Cz amplitude was correlated with EDI-2 Binge eating risk score (ρ = 0.331; p = 0.01), EDI-2 Body Dissatisfaction score (ρ = 0.351; p = 0.007), and Drive for Thinness score (ρ = 0.26; p = 0.05). CONCLUSIONS The present study provides evidence for reduction of P300 and N200 amplitude in obese women and that N200 amplitude may be related to more disordered eating and eating disorder risk. This leads to consider attentional bias and response inhibition as core mechanisms in obesity and as possible targets for new therapeutic strategy.
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Affiliation(s)
- Sylvain Iceta
- Centre Référent pour l'Anorexie et les Troubles du Comportement Alimentaire (CREATYON), Hospices Civils de Lyon, Lyon, France. .,INSERM U1028, CNRS UMR5292, Université Claude Bernard Lyon 1, Centre de Recherche en Neurosciences de Lyon (CRNL), Equipe PSYR2 Centre Hospitalier Le Vinatier, Lyon, France. .,Centre Intégré de l'Obésité Rhône-Alpes; Fédération Hospitalo-Universitaire DO-iT, Service Endocrinologie-Diabète-Nutrition, Université de Lyon, Groupement Hospitalier Sud, Hospices Civils de Lyon, Lyon, France.
| | - Julien Benoit
- Centre de Recherche en Nutrition Humaine Rhône-Alpes, Univ-Lyon, CarMeN Laboratory, Université Claude Bernard Lyon1, Hospices Civils de Lyon, CENS, FCRIN/FORCE Network, Pierre Benite, France
| | - Philippe Cristini
- Centre de Recherche en Nutrition Humaine Rhône-Alpes, Univ-Lyon, CarMeN Laboratory, Université Claude Bernard Lyon1, Hospices Civils de Lyon, CENS, FCRIN/FORCE Network, Pierre Benite, France
| | - Stéphanie Lambert-Porcheron
- Centre de Recherche en Nutrition Humaine Rhône-Alpes, Univ-Lyon, CarMeN Laboratory, Université Claude Bernard Lyon1, Hospices Civils de Lyon, CENS, FCRIN/FORCE Network, Pierre Benite, France
| | - Bérénice Segrestin
- Centre Référent pour l'Anorexie et les Troubles du Comportement Alimentaire (CREATYON), Hospices Civils de Lyon, Lyon, France.,Centre de Recherche en Nutrition Humaine Rhône-Alpes, Univ-Lyon, CarMeN Laboratory, Université Claude Bernard Lyon1, Hospices Civils de Lyon, CENS, FCRIN/FORCE Network, Pierre Benite, France
| | - Martine Laville
- Centre Intégré de l'Obésité Rhône-Alpes; Fédération Hospitalo-Universitaire DO-iT, Service Endocrinologie-Diabète-Nutrition, Université de Lyon, Groupement Hospitalier Sud, Hospices Civils de Lyon, Lyon, France.,Centre de Recherche en Nutrition Humaine Rhône-Alpes, Univ-Lyon, CarMeN Laboratory, Université Claude Bernard Lyon1, Hospices Civils de Lyon, CENS, FCRIN/FORCE Network, Pierre Benite, France
| | - Emmanuel Poulet
- INSERM U1028, CNRS UMR5292, Université Claude Bernard Lyon 1, Centre de Recherche en Neurosciences de Lyon (CRNL), Equipe PSYR2 Centre Hospitalier Le Vinatier, Lyon, France
| | - Emmanuel Disse
- Centre Intégré de l'Obésité Rhône-Alpes; Fédération Hospitalo-Universitaire DO-iT, Service Endocrinologie-Diabète-Nutrition, Université de Lyon, Groupement Hospitalier Sud, Hospices Civils de Lyon, Lyon, France.,Centre de Recherche en Nutrition Humaine Rhône-Alpes, Univ-Lyon, CarMeN Laboratory, Université Claude Bernard Lyon1, Hospices Civils de Lyon, CENS, FCRIN/FORCE Network, Pierre Benite, France
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Goldstein A, Gvion Y. Socio-demographic and psychological risk factors for suicidal behavior among individuals with anorexia and bulimia nervosa: A systematic review. J Affect Disord 2019; 245:1149-1167. [PMID: 30699859 DOI: 10.1016/j.jad.2018.12.015] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2018] [Revised: 11/26/2018] [Accepted: 12/08/2018] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Suicide is the second leading cause of death among individuals with anorexia nervosa (AN) and is also elevated in bulimia nervosa (BN). We carried out a systematic review in which we analyzed the relationship between AN and/or BN and suicidality (i.e. suicidal ideation or attempted and/or death by suicide) and the major risk factors for suicidal behavior among AN and BN patients by synthesizing the qualitative data from relevant studies. EVIDENCE ACQUISITION According to PRISMA guidelines, we conducted a systematic search of the literature on PsycNET, PubMed, Google Scholar, and ScienceDirect. Search terms were "eating disorders" "OR" "anorexia" "OR" "bulimia" combined with the Boolean "AND" operator with "suicide." EVIDENCE SYNTHESIS The initial search identified 8,590 records, of which 38 research reports met the predefined inclusion criteria and were analyzed. Eating disorders (EDs) were found to be associated with a marked increase in suicidal behaviors and ideation. ED type, impulsivity, and specific interpersonal features were associated with suicidal behavior. CONCLUSIONS Our findings highlight the importance of the combined role of socio-demographic and psychological factors to the co-occurrence of EDs and suicidal behavior. It is imperative that a thorough suicide assessment be conducted routinely for individuals with past and current EDs, and that clinicians be aware that this risk may be ongoing and occur throughout treatment, even after ED symptoms appear to be remitting. LIMITATIONS Study limitations include diagnostic definitions of and criteria for EDs, and the different terminology used by researchers to define suicide, including non-suicidal behaviors, which weakens the ability to draw conclusions regarding actual suicidal behaviors versus other self-harm behaviors.
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Affiliation(s)
- Amit Goldstein
- Department of Psychology, Bar Ilan University, Israel; The Feinberg Child Study Center, Schneider Children's Medical Center of Israel, Israel.
| | - Yari Gvion
- Department of Psychology, Bar Ilan University, Israel; Department of Psychology, The Academic College of Tel Aviv-Yaffo, Israel
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Luquiens A, Miranda R, Benyamina A, Carré A, Aubin HJ. Cognitive training: A new avenue in gambling disorder management? Neurosci Biobehav Rev 2018; 106:227-233. [PMID: 30359663 DOI: 10.1016/j.neubiorev.2018.10.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 09/10/2018] [Accepted: 10/18/2018] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Cognitive deficits are being robustly documented in gambling disorder. Cognitive training has been increasingly investigated as a treatment of substance use disorders. Four training components have been listed to date: cognitive bias, response inhibition, working memory, and goal-directed. This review aimed at the identification of use and efficacy findings in cognitive training in gambling disorder. METHODS We conducted a systematic search to identify use and efficacy data of cognitive training in gambling disorder. No use or efficacy data was available. DISCUSSION AND PERSPECTIVES Studies assessing cognitive training in gambling disorder are being conducted and first results should be upcoming. Methodological challenges have been identified. Several candidate target cognitive functions of training programs are being investigated, relying on the most documented impairments in gambling disorder, inhibition, reward sensitivity and decision making. Gambling-specific or neutral environments are to be distinguished clearly and do not rely on similar assumptions, i.e. general vulnerability or vulnerability expressed only in the specific context of gambling. Proper control groups with placebo conditions should be implemented. Assessment of efficacy should include clinical and neuropsychological assessments to give information of underlying mechanisms of action.
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Affiliation(s)
- Amandine Luquiens
- Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France.
| | - Ruben Miranda
- Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
| | - Amine Benyamina
- Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
| | - Arnaud Carré
- Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, LIP/PC2S, 38000, Grenoble, France
| | - Henri-Jean Aubin
- Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
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Animal models in addiction research: A dimensional approach. Neurosci Biobehav Rev 2018; 106:91-101. [PMID: 30309630 DOI: 10.1016/j.neubiorev.2018.06.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 05/13/2018] [Accepted: 06/06/2018] [Indexed: 02/03/2023]
Abstract
Drug addiction affects approximately 10% of the population and these numbers are rising. Treatment and prevention of addiction are impeded by current diagnostic systems, such as DSM-5, which are based on outcomes rather than processes. Here, we review the importance of adopting a dimensional framework, specifically the Research Domain Criteria (RDoC), to identify protective and vulnerability mechanisms in addiction. We discuss how preclinical researchers should work within this framework to develop animal models based on domains of function. We highlight RDoC paradigms related to addiction and discuss how these can be used to investigate the biological underpinnings of an addiction cycle (i.e., binge/intoxication, negative affect, and craving). Using this information, we then outline the critical role of animal research in ongoing revisions to the RDoC matrix (specifically the functional significance of domains, constructs and subconstructs) and its contribution to the development and refinement of addiction theories. We conclude with an overview of the contribution that animal research has made to the development of pharmacological and behavioural treatments for addiction.
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Martinez-Loredo V, Fernandez-Hermida JR, De La Torre-Luque A, Fernandez-Artamendi S. Trajectories of impulsivity by sex predict substance use and heavy drinking. Addict Behav 2018; 85:164-172. [PMID: 29910036 DOI: 10.1016/j.addbeh.2018.06.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 05/07/2018] [Accepted: 06/10/2018] [Indexed: 12/16/2022]
Abstract
Although impulsivity and sensation seeking have been consistently associated with substance use, few studies have analyzed the relationship between changes in these variables and substance use in early adolescents. The aim of this study was to identify trajectories of impulsivity and sensation seeking and explore their relationship with substance use and heavy drinking. A total of 1342 non-user adolescents (53.6% males; mean age = 12.98, SD = 0.50) annually completed the Barratt Impulsiveness Scale, the Zuckerman's Impulsive Sensation Seeking scale and a delay discounting task, over a total period of three years. Past alcohol, tobacco and cannabis use, drunkenness episodes (DE) and problem drinking were also assessed. Impulsivity trajectories were explored using latent class mixed modelling. To study their predictive power binary logistic regressions were used. Two trajectories of impulsivity were found in males and five were found in females. Males with an increasing impulsivity trajectory were more likely to report tobacco [odds ratio (OR) = 1.84] and cannabis (OR = 3.01) use, DE (OR = 2.44) and problem drinking (OR = 3.12). The early increasing trajectory in females predicted tobacco use (OR = 3.71), cannabis use (OR = 5.87) and DE (OR = 3.64). Lack of premeditation and delay discounting were the most relevant facets in high-risk trajectories. Selective intervention and more intense and tailored treatment might help these adolescents to reduce early increases in impulsivity and prevent escalation of substance use.
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Affiliation(s)
- Victor Martinez-Loredo
- Clinical Unit of Addictive Behaviors, Department of Psychology, University of Oviedo, Pza Feijoo s/n, 33003 Oviedo, Asturias, Spain.
| | - Jose Ramon Fernandez-Hermida
- Clinical Unit of Addictive Behaviors, Department of Psychology, University of Oviedo, Pza Feijoo s/n, 33003 Oviedo, Asturias, Spain
| | - Alejandro De La Torre-Luque
- Department of Psychiatry, Autonomous University of Madrid, C/ Arzobispo Morcillo, 4, 28029 Madrid, Madrid, Spain
| | - Sergio Fernandez-Artamendi
- Universidad Loyola Andalucia, Department of Psychology, C/ Energía solar, 1, 41014 Sevilla, Andalucía, Spain
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