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The Differential Role of Central and Bridge Symptoms in Deactivating Psychopathological Networks

The network model of psychopathology suggests that central and bridge symptoms represent promising treatment targets because they may accelerate the deactivation of the network of interactions between the symptoms of mental disorders. However, the evidence confirming this hypothesis is scarce. This...

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Autores principales: Castro, Daniel, Ferreira, Filipa, de Castro, Inês, Rodrigues, Ana Rita, Correia, Marta, Ribeiro, Josefina, Ferreira, Tiago Bento
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6849493/
https://www.ncbi.nlm.nih.gov/pubmed/31827450
http://dx.doi.org/10.3389/fpsyg.2019.02448
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author Castro, Daniel
Ferreira, Filipa
de Castro, Inês
Rodrigues, Ana Rita
Correia, Marta
Ribeiro, Josefina
Ferreira, Tiago Bento
author_facet Castro, Daniel
Ferreira, Filipa
de Castro, Inês
Rodrigues, Ana Rita
Correia, Marta
Ribeiro, Josefina
Ferreira, Tiago Bento
author_sort Castro, Daniel
collection PubMed
description The network model of psychopathology suggests that central and bridge symptoms represent promising treatment targets because they may accelerate the deactivation of the network of interactions between the symptoms of mental disorders. However, the evidence confirming this hypothesis is scarce. This study re-analyzed a convenience sample of 51 cross-sectional psychopathological networks published in previous studies addressing diverse mental disorders or clinically relevant problems. In order to address the hypothesis that central and bridge symptoms are valuable treatment targets, this study simulated five distinct attack conditions on the psychopathological networks by deactivating symptoms based on two characteristics of central symptoms (degree and strength), two characteristics of bridge symptoms (overlap and bridgeness), and at random. The differential impact of the characteristics of these symptoms was assessed in terms of the magnitude and the extent of the attack required to achieve a maximum impact on the number of components, average path length, and connectivity. Only moderate evidence was obtained to sustain the hypothesis that central and bridge symptoms constitute preferential treatment targets. The results suggest that the degree, strength, and bridgeness attack conditions are more effective than the random attack condition only in increasing the number of components of the psychopathological networks. The degree attack condition seemed to perform better than the strength, bridgeness, and overlap attack conditions. Overlapping symptoms evidenced limited impact on the psychopathological networks. The need to address the basic mechanisms underlying the structure and dynamics of psychopathological networks through the expansion of the current methodological framework and its consolidation in more robust theories is stressed.
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spelling pubmed-68494932019-12-11 The Differential Role of Central and Bridge Symptoms in Deactivating Psychopathological Networks Castro, Daniel Ferreira, Filipa de Castro, Inês Rodrigues, Ana Rita Correia, Marta Ribeiro, Josefina Ferreira, Tiago Bento Front Psychol Psychology The network model of psychopathology suggests that central and bridge symptoms represent promising treatment targets because they may accelerate the deactivation of the network of interactions between the symptoms of mental disorders. However, the evidence confirming this hypothesis is scarce. This study re-analyzed a convenience sample of 51 cross-sectional psychopathological networks published in previous studies addressing diverse mental disorders or clinically relevant problems. In order to address the hypothesis that central and bridge symptoms are valuable treatment targets, this study simulated five distinct attack conditions on the psychopathological networks by deactivating symptoms based on two characteristics of central symptoms (degree and strength), two characteristics of bridge symptoms (overlap and bridgeness), and at random. The differential impact of the characteristics of these symptoms was assessed in terms of the magnitude and the extent of the attack required to achieve a maximum impact on the number of components, average path length, and connectivity. Only moderate evidence was obtained to sustain the hypothesis that central and bridge symptoms constitute preferential treatment targets. The results suggest that the degree, strength, and bridgeness attack conditions are more effective than the random attack condition only in increasing the number of components of the psychopathological networks. The degree attack condition seemed to perform better than the strength, bridgeness, and overlap attack conditions. Overlapping symptoms evidenced limited impact on the psychopathological networks. The need to address the basic mechanisms underlying the structure and dynamics of psychopathological networks through the expansion of the current methodological framework and its consolidation in more robust theories is stressed. Frontiers Media S.A. 2019-11-01 /pmc/articles/PMC6849493/ /pubmed/31827450 http://dx.doi.org/10.3389/fpsyg.2019.02448 Text en Copyright © 2019 Castro, Ferreira, de Castro, Rodrigues, Correia, Ribeiro and Ferreira. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Castro, Daniel
Ferreira, Filipa
de Castro, Inês
Rodrigues, Ana Rita
Correia, Marta
Ribeiro, Josefina
Ferreira, Tiago Bento
The Differential Role of Central and Bridge Symptoms in Deactivating Psychopathological Networks
title The Differential Role of Central and Bridge Symptoms in Deactivating Psychopathological Networks
title_full The Differential Role of Central and Bridge Symptoms in Deactivating Psychopathological Networks
title_fullStr The Differential Role of Central and Bridge Symptoms in Deactivating Psychopathological Networks
title_full_unstemmed The Differential Role of Central and Bridge Symptoms in Deactivating Psychopathological Networks
title_short The Differential Role of Central and Bridge Symptoms in Deactivating Psychopathological Networks
title_sort differential role of central and bridge symptoms in deactivating psychopathological networks
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6849493/
https://www.ncbi.nlm.nih.gov/pubmed/31827450
http://dx.doi.org/10.3389/fpsyg.2019.02448
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