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Murphy MP, Murphy R, Roberts A. Correlates of Problematic Gambling in Emerging Adult University Students in Ireland. J Gambl Stud 2024:10.1007/s10899-024-10323-5. [PMID: 38849661 DOI: 10.1007/s10899-024-10323-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/23/2024] [Indexed: 06/09/2024]
Abstract
INTRODUCTION Understanding the correlates of problematic gambling among emerging adult university students is crucial for developing effective approaches to minimise harm. METHODS This cross-sectional survey study reports on 397 18-25 year old emerging adults studying at Irish universities who completed an online survey about problematic gambling and a range of biopsychosocial variables. Chi-square and binary logistic regression analyses explored the relationships between problematic gambling and the biopsychosocial variables measured. RESULTS Chi-square analyses showed that being male, having an online gambling account, having a mobile gambling app, novelty seeking (impulsivity), harm avoidance (fear of uncertainty), and high alcohol volume consumption were significantly associated with problematic gambling. Regression analyses showed that individuals were more likely to report problematic gambling if they were male (OR = 9.57 times), had an online gambling account (OR = 17.05 times), had a mobile gambling app (OR = 20.37 times), scored high in impulsivity (OR = 7.79 times), and reported high alcohol volume consumption (OR = 4.66 times). Individuals were less likely to report problematic gambling if they scored high in fear of uncertainty (OR = 0.26 times). CONCLUSIONS A high rate of problematic gambling was observed among the current study sample. Participants were more likely to reported problematic gambling if they were male, had online gambling accounts, mobile gambling apps, scored high in impulsivity, scored low in fear of uncertainty, or consumed high volumes of alcohol in typical drinking sessions. These findings have implications for Irish legislation and policy-makers, Irish higher education institutions, and young adult Irish university students.
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Affiliation(s)
- Michael P Murphy
- School of Applied Psychology, University College Cork, Cork, Ireland.
- Knowsley and St Helens Community Learning Disability Team, Willis House, 23 Cumber Lane, Whiston, Merseyside, L35 2YZ, UK.
| | - Raegan Murphy
- School of Applied Psychology, University College Cork, Cork, Ireland
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2
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Mestre-Bach G, Potenza MN, Granero R, Uríszar JC, Tarragón E, Chiclana Actis C, Testa G, Fernández-Aranda F, Jiménez-Murcia S. Understanding the Co-occurrence of Gambling Disorder and Problematic Pornography Use: Exploring Sociodemographic and Clinical Factors. J Gambl Stud 2023:10.1007/s10899-023-10274-3. [PMID: 38151657 DOI: 10.1007/s10899-023-10274-3] [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: 11/25/2023] [Indexed: 12/29/2023]
Abstract
The co-occurrence between gambling disorder (GD) and problematic pornography use (PPU) has not yet been explored. Therefore, the present study compared (a) sociodemographic variables, (b) GD-related factors, (c) substance use, (d) psychopathology, (e) personality features, (f) impulsivity, and (g) emotion regulation between individuals with GD (GD group) and those with co-occurring GD and PPU (GD+PPU group). The sample consisted of 359 treatment-seeking individuals with GD: n = 332 individuals had GD only (GD group) and n = 37 individuals had GD and co-occurring PPU (GD+PPU group). GD severity, impulsivity, psychopathology, personality, emotion regulation, and other sociodemographic and clinical variables were assessed. No between-group differences in sociodemographic measures were observed. The GD+PPU group demonstrated greater GD severity and a higher likelihood of substance use compared to those without PPU. Furthermore, the presence of PPU was associated with worse psychopathology, higher impulsivity (except for lack of premeditation and positive urgency), more difficulties in emotion regulation (except for non-acceptance of emotions and limited access to emotions), and a personality profile characterized by lower levels of self-directedness and cooperativeness. The co-occurrence of GD and PPU seems associated with a more dysfunctional clinical profile.
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Affiliation(s)
- Gemma Mestre-Bach
- Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, Avenida de la Paz, 137, 26006, Logroño, La Rioja, Spain.
| | - Marc N Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA
- Department of Neuroscience, Yale University, New Haven, CT, USA
- Wu Tsai Institute, Yale University, New Haven, CT, USA
| | - Roser Granero
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Barcelona, Spain
- Departament de Psicobiologia i Metodologia de les Ciències de la Salut, Universitat Autònoma de Barcelona, Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Juan Carlos Uríszar
- Clinical Psychology Unit, University Hospital of Bellvitge-IDIBELL, Barcelona, Spain
- Sub-Directorate General for the Regulation of Gambling, Directorate General for Taxation and Gambling, Secretariat of Finance, Ministry of the Economy and Finance, Generalitat de Catalunya, Barcelona, Spain
| | | | - Carlos Chiclana Actis
- Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, Avenida de la Paz, 137, 26006, Logroño, La Rioja, Spain
- Unidad de Sexología Clínica y Salud Sexual, Consulta Dr. Carlos Chiclana, Madrid, Spain
| | - Giulia Testa
- Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, Avenida de la Paz, 137, 26006, Logroño, La Rioja, Spain
| | - Fernando Fernández-Aranda
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
- Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Susana Jiménez-Murcia
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Barcelona, Spain.
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.
- Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.
- Bellvitge University Hospital-IDIBELL and CIBERObn, c/Feixa Llarga s/n, 08907, Hospitalet de Llobregat, Barcelona, Spain.
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3
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Girard LC, Leino T, Griffiths MD, Pallesen S. Income and gambling disorder: A longitudinal matched case-control study with registry data from Norway. SSM Popul Health 2023; 24:101504. [PMID: 37711358 PMCID: PMC10498297 DOI: 10.1016/j.ssmph.2023.101504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 07/31/2023] [Accepted: 08/29/2023] [Indexed: 09/16/2023] Open
Abstract
Background Untangling the association between gambling disorder (GD) and income is complex. Financial strain is often a consequence of GD. At the same time GD is more prevalent in the context of poverty, suggesting income may be a risk marker for GD. Aims The aim of the present study was to investigate whether income is a risk marker for GD and whether the longitudinal average predicted income for patients with GD between 2008 and 2018 compared to control groups. The study also explored the potential heterogeneity in income trajectories for patients with GD and associated characteristics. Methods A matched case-control longitudinal study was conducted using two Norwegian registries (i.e., the Norwegian Patient Registry and the Division of Welfare Statistics). A total of 65,771 participants were included, 5131 who were diagnosed with GD (cases), 30,467 diagnosed with any other psychiatric or somatic disorder (control), and 30,164 from the general population (control). Multinomial and ordinary least squares regressions, along with group-based trajectory models were estimated. Results Individuals with GD were more likely to have income levels in the bottom quartile of the nationally reported average income in 2008 compared to the general population. However, this was not observed in the psychiatric/somatic group. Both GD and psychiatric/somatic groups were less likely to have average/above average income compared to the general population. Expected income for patients with GD was below national averages between 2008 and 2018, with significant group differences identified. Estimated trajectories for patients with GD resulted in a seven-group model. Males were more likely to have membership in higher income groups, whereas females and younger GD patients were more likely to belong to trajectory groups with the lowest income. Conclusion The results suggest income is a risk marker for GD. Heterogeneity present across the income distribution for patients with GD, coupled with identifiable patient characteristics, may help in prediction and screening of GD.
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Affiliation(s)
- Lisa-Christine Girard
- Department of Psychosocial Science, University of Bergen, Norway
- Department of Special Needs Education, Oslo University, Norway
| | - Tony Leino
- Department of Health Promotion, Norwegian Institute of Public Health, Norway
| | | | - Ståle Pallesen
- Department of Psychosocial Science, University of Bergen, Norway
- Norwegian Competence Centre for Gambling and Gaming Research, University of Bergen, Norway
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4
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Grubbs JB, Chapman H, Milner LA, Floyd CG, Kraus SW. Comorbid psychiatric diagnoses and gaming preferences in US armed forces veterans receiving inpatient treatment for gambling disorder. Addict Behav 2023; 147:107840. [PMID: 37643505 DOI: 10.1016/j.addbeh.2023.107840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 07/25/2023] [Accepted: 08/23/2023] [Indexed: 08/31/2023]
Abstract
Armed Forces Veterans are uniquely vulnerable to problem gambling and gambling disorder. Even so, research regarding the full clinical profile of veterans with gambling problems lags. Gambling activities vary widely from each other, but most gambling activities can be understood as either strategic (i.e., involving some measure of skill and decision-making as a part of the gambling practice) or non-strategic (i.e., gambling activities that are entirely based on chance). Prior works have found that gamblers that prefer strategic gambling activities and those that prefer nonstrategic gambling activities often differ from each other in key ways, with the two preferences being linked to varying motivations for gambling, varying cognitions about gambling, and the course of gambling disorder. The present work sought to examine how preferences for strategic vs. nonstrategic gambling might be related to psychiatric comorbidities among U.S. Armed Forces Veterans receiving inpatient treatment for Gambling Disorder. Data from U.S. Armed Forces Veterans (N = 401) receiving residential treatment for GD between the years of 2010-2016 were analyzed. Results demonstrated that gamblers that preferred strategic gambling, as opposed to non-strategic gambling, were more likely to be younger, more likely to be men, less likely to have a nicotine use disorder, and less likely to have PTSD. Such findings suggest that gamblers with PTSD are likely to prefer nonstrategic games and may imply a unique vulnerability to gambling problems related to non-strategic gambling among armed forces veterans.
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Affiliation(s)
- Joshua B Grubbs
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico, United States.
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5
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Baenas I, Solé-Morata N, Granero R, Fernández-Aranda F, Pujadas M, Mora-Maltas B, Lucas I, Gómez-Peña M, Moragas L, del Pino-Gutiérrez A, Tapia J, de la Torre R, Potenza MN, Jiménez-Murcia S. Anandamide and 2-arachidonoylglycerol baseline plasma concentrations and their clinical correlate in gambling disorder. Eur Psychiatry 2023; 66:e97. [PMID: 37937379 PMCID: PMC10755577 DOI: 10.1192/j.eurpsy.2023.2460] [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: 06/23/2023] [Revised: 09/08/2023] [Accepted: 09/26/2023] [Indexed: 11/09/2023] Open
Abstract
INTRODUCTION Different components of the endocannabinoid (eCB) system such as their most well-known endogenous ligands, anandamide (AEA) and 2-arachidonoylglycerol (2-AG), have been implicated in brain reward pathways. While shared neurobiological substrates have been described among addiction-related disorders, information regarding the role of this system in behavioral addictions such as gambling disorder (GD) is scarce. AIMS Fasting plasma concentrations of AEA and 2-AG were analyzed in individuals with GD at baseline, compared with healthy control subjects (HC). Through structural equation modeling, we evaluated associations between endocannabinoids and GD severity, exploring the potentially mediating role of clinical and neuropsychological variables. METHODS The sample included 166 adult outpatients with GD (95.8% male, mean age 39 years old) and 41 HC. Peripheral blood samples were collected after overnight fasting to assess AEA and 2-AG concentrations (ng/ml). Clinical (i.e., general psychopathology, emotion regulation, impulsivity, personality) and neuropsychological variables were evaluated through a semi-structured clinical interview and psychometric assessments. RESULTS Plasma AEA concentrations were higher in patients with GD compared with HC (p = .002), without differences in 2-AG. AEA and 2-AG concentrations were related to GD severity, with novelty-seeking mediating relationships. CONCLUSIONS This study points to differences in fasting plasma concentrations of endocannabinoids between individuals with GD and HC. In the clinical group, the pathway defined by the association between the concentrations of endocannabinoids and novelty-seeking predicted GD severity. Although exploratory, these results could contribute to the identification of potential endophenotypic features that help optimize personalized approaches to prevent and treat GD.
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Affiliation(s)
- Isabel Baenas
- Department of Clinical Psychology, Bellvitge University Hospital, Barcelona, Spain
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, Barcelona Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Doctoral Program in Medicine and Translational Research, University of Barcelona, Barcelona, Spain
| | - Neus Solé-Morata
- Department of Clinical Psychology, Bellvitge University Hospital, Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
| | - Roser Granero
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, Barcelona Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Department of Psychobiology and Methodology, Autonomous University of Barcelona, Barcelona, Spain
| | - Fernando Fernández-Aranda
- Department of Clinical Psychology, Bellvitge University Hospital, Barcelona, Spain
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, Barcelona Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Mitona Pujadas
- Integrative Pharmacology and Systems Neuroscience Research Group, Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Bernat Mora-Maltas
- Department of Clinical Psychology, Bellvitge University Hospital, Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Doctoral Program in Medicine and Translational Research, University of Barcelona, Barcelona, Spain
| | - Ignacio Lucas
- Department of Clinical Psychology, Bellvitge University Hospital, Barcelona, Spain
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, Barcelona Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
| | - Mónica Gómez-Peña
- Department of Clinical Psychology, Bellvitge University Hospital, Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
| | - Laura Moragas
- Department of Clinical Psychology, Bellvitge University Hospital, Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
| | - Amparo del Pino-Gutiérrez
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, Barcelona Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Department of Public Health, Mental Health and Perinatal Nursing, School of Nursing, University of Barcelona, Barcelona, Spain
| | - Javier Tapia
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Doctoral Program in Medicine and Translational Research, University of Barcelona, Barcelona, Spain
| | - Rafael de la Torre
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, Barcelona Spain
- Integrative Pharmacology and Systems Neuroscience Research Group, Hospital del Mar Research Institute (IMIM), Barcelona, Spain
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra (CEXS-UPF), Barcelona, Spain
| | - Marc N. Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA
- Department of Neuroscience, Yale University, New Haven, CT, USA
| | - Susana Jiménez-Murcia
- Department of Clinical Psychology, Bellvitge University Hospital, Barcelona, Spain
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, Barcelona Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neuroscience Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
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6
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Mestre-Bach G, Granero R, Fernández-Aranda F, Potenza MN, Jiménez-Murcia S. Roles for Alexithymia, Emotion Dysregulation and Personality Features in Gambling Disorder: A Network Analysis. J Gambl Stud 2023; 39:1207-1223. [PMID: 36434175 DOI: 10.1007/s10899-022-10164-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/29/2022] [Indexed: 11/26/2022]
Abstract
Although there is a growing interest in exploring the specific role of both emotional regulation processes and alexithymia in gambling disorder (GD), evidence remains scarce. In order to delve deeper into the complex interactions between these factors, the present study aimed at exploring a network of the core GD-related features, including GD symptomatology and severity, emotion dysregulation, alexithymia, and personality features. The sample included N = 739 treatment-seeking patients with GD (691 men and 48 women), aged 18-78 years (mean age = 39.2, SD = 13.2). The DSM-5 diagnostic criteria were assessed in, and the South Oaks Gambling Screen, Difficulties in Emotion Regulation Scale (DERS), and Temperament and Character Inventory-Revised were administered to, participants. A network analysis was conducted to reveal inter-relationships between these elements. Three nodes related to emotion dysregulation showed the most critical position in the whole network of the present study: "lack of emotional awareness", "non-acceptance of emotional responses", and "difficulties engaging in goal-directed behaviors". When analyzing emotional dysregulation using the different DERS subscales, two independent clusters were identified. One cluster encompassed alexithymia dimensions ("lack of awareness" and "lack of clarity"), while the other cluster included all other emotion-dysregulation dimensions. Identification of the emotion-dysregulation- and GD-related features with the highest centrality/linkage may be particularly useful for developing valid measurement tools and precise management plans for individuals with GD.
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Affiliation(s)
- Gemma Mestre-Bach
- Universidad Internacional de La Rioja, La Rioja, Spain
- Institute for Culture and Society (ICS), University of Navarra, Pamplona, Spain
| | - Roser Granero
- Departament de Psicobiologia i Metodologia de Les Ciències de La Salut, Universitat Autònoma de Barcelona, Barcelona, Spain
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Fernando Fernández-Aranda
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain
- Department of Psychiatry, Bellvitge University Hospital-IDIBELL, Barcelona, Spain
- Department of Clinical Sciences, School of Medicine, University of Barcelona, Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Marc N Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
- Department of Neuroscience, Yale University, New Haven, CT, USA.
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA.
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA.
- Connecticut Mental Health Center, New Haven, CT, USA.
- Wu Tsai Institute, Yale University, New Haven, CT, USA.
| | - Susana Jiménez-Murcia
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain.
- Department of Psychiatry, Bellvitge University Hospital-IDIBELL, Barcelona, Spain.
- Department of Clinical Sciences, School of Medicine, University of Barcelona, Barcelona, Spain.
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.
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Kaasinen V, Honkanen EA, Lindholm K, Jaakkola E, Majuri J, Parkkola R, Noponen T, Vahlberg T, Voon V, Clark L, Joutsa J, Seppänen M. Serotonergic and dopaminergic control of impulsivity in gambling disorder. Addict Biol 2023; 28:e13264. [PMID: 36692875 PMCID: PMC10078603 DOI: 10.1111/adb.13264] [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: 05/01/2022] [Revised: 11/24/2022] [Accepted: 12/09/2022] [Indexed: 01/12/2023]
Abstract
Gambling disorder (GD) is major public health issue. The disorder is often characterized by elevated impulsivity with evidence from analogous substance use disorders underlining prominent roles of brain monoamines in addiction susceptibility and outcome. Critically, GD allows the study of addiction mechanisms without the confounder of the effects of chronic substances. Here, we assessed the roles of striatal dopamine transporter binding and extrastriatal serotonin transporter binding in GD as a function of impulsivity using [123 I]FP-CIT SPECT imaging in 20 older adults with GD (DSM-5 criteria; mean age 64 years) and 40 non-GD age- and sex-matched controls. We focused on GD in older individuals because there are prominent age-related changes in neurotransmitter function and because there are no reported neuroimaging studies of GD in older adults. Volume-of-interest-based and voxelwise analyses were performed. GD patients scored clearly higher on impulsivity and had higher tracer binding in the ventromedial prefrontal cortex than controls (p < 0.001), likely reflecting serotonin transporter activity. The binding in the medial prefrontal cortex positively correlated with impulsivity over the whole sample (r = 0.62, p < 0.001) as well as separately in GD patients (r = 0.46, p = 0.04) and controls (r = 0.52, p < 0.001). Striatal tracer binding, reflecting dopamine transporter activity was also positively correlated with impulsivity but showed no group differences. These findings highlight the role of prefrontal serotonergic function in GD and impulsivity. They identify cerebral coordinates of a potential target for neuromodulation for both GD and high impulsivity, a core phenotypic dimensional cognitive marker in addictions.
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Affiliation(s)
- Valtteri Kaasinen
- Clinical Neurosciences, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland.,Neurocenter, Turku University Hospital, Turku, Finland
| | - Emma A Honkanen
- Clinical Neurosciences, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland.,Neurocenter, Turku University Hospital, Turku, Finland.,Turku PET Centre, Turku University Hospital, Turku, Finland
| | - Kari Lindholm
- Clinical Neurosciences, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland.,Neurocenter, Turku University Hospital, Turku, Finland
| | - Elina Jaakkola
- Clinical Neurosciences, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
| | - Joonas Majuri
- Department of Neurology, North Kymi Hospital, Kouvola, Finland
| | - Riitta Parkkola
- Department of Radiology, University of Turku and Turku University Hospital, Turku, Finland
| | - Tommi Noponen
- Department of Clinical Physiology and Nuclear Medicine, University of Turku and Turku University Hospital, Turku, Finland.,Department of Medical Physics, Turku University Hospital, Turku, Finland
| | - Tero Vahlberg
- Biostatistics, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
| | - Valerie Voon
- Department of Psychiatry, University of Cambridge, Cambridge, UK.,Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Luke Clark
- Department of Psychology and Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Juho Joutsa
- Clinical Neurosciences, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland.,Neurocenter, Turku University Hospital, Turku, Finland.,Turku PET Centre, Turku University Hospital, Turku, Finland.,Turku Brain and Mind Center, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
| | - Marko Seppänen
- Turku PET Centre, Turku University Hospital, Turku, Finland.,Department of Clinical Physiology and Nuclear Medicine, University of Turku and Turku University Hospital, Turku, Finland
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8
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Delay Discounting in Gambling Disorder: Implications in Treatment Outcome. J Clin Med 2022; 11:jcm11061611. [PMID: 35329937 PMCID: PMC8955705 DOI: 10.3390/jcm11061611] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/21/2022] [Accepted: 03/12/2022] [Indexed: 02/04/2023] Open
Abstract
Impulsive choice, measured by delay discounting (DD) tasks, has been shown in patients with gambling disorders (GD). However, the impact of DD and treatment outcome has been scarcely explored in GD patients. The aims of this study were: (1) to examine the baseline association between DD and clinical variables in GD patients depending on their age and gambling preferences (strategic vs. non-strategic); and (2) to estimate the predictive role of DD on poorer outcomes of cognitive-behavioral therapy (CBT) when considering also the effect of other clinical variables. 133 treatment-seeking male GD patients were evaluated at baseline with a DD task and measures of GD severity, personality traits and psychopathology. Treatment outcome was measured in terms of dropout from CBT and relapses. Results showed baseline associations between DD and GD severity (correlation coefficient R = 0.408 among strategic gamblers and R = 0.279 among mixed gamblers) and between DD and positive/negative urgency (R = 0.330 for the youngest patients, R = 0.244 for middle age, and around R = 0.35 for gamblers who reported preferences for strategic games). Other personality traits such as high harm avoidance and low cooperativeness were also related to DD at baseline (R = 0.606 among strategic gamblers). Regarding treatment outcome, a steeper discount rate predicted a higher risk of relapses in strategic gamblers (odds ratio OR = 3.01) and middle-age ones (OR = 1.59), and a higher risk of dropout in younger gamblers (OR = 1.89), non-strategic gamblers (OR = 1.70) and mixed gamblers (R = 4.74). GD severity mediated the associations between age, DD, personality traits and poor CBT outcome. In conclusion, impulsive choice affects treatment response in individuals with GD and may interfere with it to a significant extent. Considering DD in GD, patients seeking treatment could help control its impact on treatment adherence and relapses.
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Ryoo H, Bae S, Kim SM, Min KJ, Han DH. Association Between Adolescent Internet Gaming and Adult Problematic Web-Based Board Gaming. Front Psychiatry 2021; 12:591716. [PMID: 33935821 PMCID: PMC8079622 DOI: 10.3389/fpsyt.2021.591716] [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: 08/05/2020] [Accepted: 03/23/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction: The results of studies comparing the characteristics of Internet gaming with those of Internet gambling have been controversial. We hypothesized that problematic web-based board gaming behaviors are associated with psychological and social interaction factors. We also hypothesized that non-problematic adolescent Internet gaming is a protective factor against problematic web-based board gaming and that problematic Internet gaming is a predictive factor for problematic web-based board gaming. Methods: We recruited 104 adults who reported engaging in web-based gaming. All participants were asked to complete the Problematic Web Board Gameplay Scale, Center for Epidemiologic Studies Depression Scale (CESD), State-Trait Anxiety Inventory (STAI), Adult Attention Deficit/Hyperactivity Disorder Self-Report Scale (K-AADHD), Family Environmental Scale (FES), Social Avoidance and Distress Scale (SADS), and questionnaires on their web-based board gaming patterns and Internet gaming history. Results: Problematic web-based board gamers showed a lower history of adolescent Internet gaming but a greater rate of problematic Internet gaming compared with healthy web-based board gamers. Moreover, problematic web-based board gamers showed an increase in CES-D, STAI, K-AADHD, and SADS scores but decreased FES scores compared with healthy web-based board gamers. Joblessness; less experience as an Internet gamer; a history of problematic Internet gaming; higher CES-D, STAI, and K-AADHD scores; and lower FES scores were significant predictors of problematic web-based board gaming. Discussion: Psychological, social, and environmental factors can positively influence problematic Web-based board gaming. Healthy Internet gaming during adolescence may play a preventive role in adult problematic web-based board gaming. However, because adolescent problematic Internet gaming tends to lead to problematic web-based board gaming, measures should be taken to prevent it.
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Affiliation(s)
- Hanil Ryoo
- Department of Psychiatry, Chung Ang University Hospital, Seoul, South Korea
| | - Sujin Bae
- Department of Psychiatry, Chung Ang University Hospital, Seoul, South Korea
| | - Sun Mi Kim
- Department of Psychiatry, Chung Ang University Hospital, Seoul, South Korea
| | - Kyoung Joon Min
- Department of Psychiatry, Chung Ang University Hospital, Seoul, South Korea
| | - Doug Hyun Han
- Department of Psychiatry, Chung Ang University Hospital, Seoul, South Korea
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