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Network Analysis of the Structure of the Core Symptoms and Clinical Correlates in Comorbid Schizophrenia and Gambling Disorder

Few studies have analyzed the clinical profile of treatment-seeking patients with the comorbid presence of schizophrenia (SCZ) and gambling disorder (GD), which warrants new research to assess the network structure of this complex mental condition. The aim of this study was to explore the organizati...

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Autores principales: Granero, Roser, Fernández-Aranda, Fernando, Demetrovics, Zsolt, Lara-Huallipe, Milagros, Morón-Fernández, Alex, Jiménez-Murcia, Susana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794112/
https://www.ncbi.nlm.nih.gov/pubmed/36589470
http://dx.doi.org/10.1007/s11469-022-00983-y
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author Granero, Roser
Fernández-Aranda, Fernando
Demetrovics, Zsolt
Lara-Huallipe, Milagros
Morón-Fernández, Alex
Jiménez-Murcia, Susana
author_facet Granero, Roser
Fernández-Aranda, Fernando
Demetrovics, Zsolt
Lara-Huallipe, Milagros
Morón-Fernández, Alex
Jiménez-Murcia, Susana
author_sort Granero, Roser
collection PubMed
description Few studies have analyzed the clinical profile of treatment-seeking patients with the comorbid presence of schizophrenia (SCZ) and gambling disorder (GD), which warrants new research to assess the network structure of this complex mental condition. The aim of this study was to explore the organization of the symptoms and other clinical correlates of SCZ with GD. Network analysis was applied to a sample of N = 179 SCZ patients (age range: 19–70 years, mean=39.5, SD=9.9) who met clinical criteria for gambling disorder-related problems. Variables included in the network were the core GD symptoms according to the DSM-5, psychotic and paranoid ideation levels, global psychological distress, GD severity measures (debts and illegal behavior related with gambling), substances (tobacco, alcohol, and illegal drugs), and personality profile. The nodes with the highest authority in the network (variables of highest relevance) were personality traits and psychological distress. Four empirical modules/clusters were identified, and linkage analysis identified the nodes with the highest closeness (bridge nodes) to be novelty seeking and reward dependence (these traits facilitate the transition between the modules). Identification of the variables with the highest centrality/linkage can be particularly useful for developing precise management plans to prevent and treat SCZ with GD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11469-022-00983-y.
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spelling pubmed-97941122022-12-27 Network Analysis of the Structure of the Core Symptoms and Clinical Correlates in Comorbid Schizophrenia and Gambling Disorder Granero, Roser Fernández-Aranda, Fernando Demetrovics, Zsolt Lara-Huallipe, Milagros Morón-Fernández, Alex Jiménez-Murcia, Susana Int J Ment Health Addict Original Article Few studies have analyzed the clinical profile of treatment-seeking patients with the comorbid presence of schizophrenia (SCZ) and gambling disorder (GD), which warrants new research to assess the network structure of this complex mental condition. The aim of this study was to explore the organization of the symptoms and other clinical correlates of SCZ with GD. Network analysis was applied to a sample of N = 179 SCZ patients (age range: 19–70 years, mean=39.5, SD=9.9) who met clinical criteria for gambling disorder-related problems. Variables included in the network were the core GD symptoms according to the DSM-5, psychotic and paranoid ideation levels, global psychological distress, GD severity measures (debts and illegal behavior related with gambling), substances (tobacco, alcohol, and illegal drugs), and personality profile. The nodes with the highest authority in the network (variables of highest relevance) were personality traits and psychological distress. Four empirical modules/clusters were identified, and linkage analysis identified the nodes with the highest closeness (bridge nodes) to be novelty seeking and reward dependence (these traits facilitate the transition between the modules). Identification of the variables with the highest centrality/linkage can be particularly useful for developing precise management plans to prevent and treat SCZ with GD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11469-022-00983-y. Springer US 2022-12-27 /pmc/articles/PMC9794112/ /pubmed/36589470 http://dx.doi.org/10.1007/s11469-022-00983-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Granero, Roser
Fernández-Aranda, Fernando
Demetrovics, Zsolt
Lara-Huallipe, Milagros
Morón-Fernández, Alex
Jiménez-Murcia, Susana
Network Analysis of the Structure of the Core Symptoms and Clinical Correlates in Comorbid Schizophrenia and Gambling Disorder
title Network Analysis of the Structure of the Core Symptoms and Clinical Correlates in Comorbid Schizophrenia and Gambling Disorder
title_full Network Analysis of the Structure of the Core Symptoms and Clinical Correlates in Comorbid Schizophrenia and Gambling Disorder
title_fullStr Network Analysis of the Structure of the Core Symptoms and Clinical Correlates in Comorbid Schizophrenia and Gambling Disorder
title_full_unstemmed Network Analysis of the Structure of the Core Symptoms and Clinical Correlates in Comorbid Schizophrenia and Gambling Disorder
title_short Network Analysis of the Structure of the Core Symptoms and Clinical Correlates in Comorbid Schizophrenia and Gambling Disorder
title_sort network analysis of the structure of the core symptoms and clinical correlates in comorbid schizophrenia and gambling disorder
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794112/
https://www.ncbi.nlm.nih.gov/pubmed/36589470
http://dx.doi.org/10.1007/s11469-022-00983-y
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