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Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis
INTRODUCTION: Psychological, socio-demographics, and clinical factors play an important role in patients with COVID-19, but their relationship is complex. The network approach might be used to disentangle complex interactions in different systems. Using data from a multicentre, cross-sectional, surv...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276655/ https://www.ncbi.nlm.nih.gov/pubmed/37336249 http://dx.doi.org/10.1016/j.jad.2023.06.034 |
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author | Fico, Giovanna Oliva, Vincenzo De Prisco, Michele Fortea, Lydia Fortea, Adriana Giménez-Palomo, Anna Anmella, Gerard Hidalgo-Mazzei, Diego Vazquez, Mireia Gomez-Ramiro, Marta Carreras, Bernat Murru, Andrea Radua, Joaquim Mortier, Philippe Vilagut, Gemma Amigo, Franco Ferrer, Montse García-Mieres, Helena Vieta, Eduard Alonso, Jordi |
author_facet | Fico, Giovanna Oliva, Vincenzo De Prisco, Michele Fortea, Lydia Fortea, Adriana Giménez-Palomo, Anna Anmella, Gerard Hidalgo-Mazzei, Diego Vazquez, Mireia Gomez-Ramiro, Marta Carreras, Bernat Murru, Andrea Radua, Joaquim Mortier, Philippe Vilagut, Gemma Amigo, Franco Ferrer, Montse García-Mieres, Helena Vieta, Eduard Alonso, Jordi |
author_sort | Fico, Giovanna |
collection | PubMed |
description | INTRODUCTION: Psychological, socio-demographics, and clinical factors play an important role in patients with COVID-19, but their relationship is complex. The network approach might be used to disentangle complex interactions in different systems. Using data from a multicentre, cross-sectional, survey among patients with COVID-19 in Spain (July–November 2020), we investigated the network structure of mental disorders symptoms, social support, and psychological resilience, and changes in network structures according to the presence of a pre-existing mental disorder or hospitalization for COVID-19. METHODS: Subjects completed a survey to evaluate sociodemographic characteristics, COVID-19 infection status, resilience, social support, and symptoms of depression, anxiety disorders, post-traumatic stress disorder, panic attacks, and substance use disorder. 2084 patients with COVID-19 were included in the analysis. Network analysis was conducted to evaluate network and bridge centrality, and the network properties were compared between COVID-19 patients with and without a history of lifetime mental disorder, and between hospitalized and non-hospitalized patients. LIMITATIONS: Generalization of our findings may be difficult since differences in network connectivity may exist in different populations or samples. RESULTS: Anxiety and depression showed high centrality in patients with COVID-19 and anxiety showed the highest bridge influence in the network. Resilience and social support showed a low influence on mental disorder symptoms. Global network estimations show no statistically significant changes between patients with and without pre-existing mental disorders or between hospitalized and non-hospitalized patients. CONCLUSIONS: Anxiety might be a key treatment target in patients with COVID-19 since its treatment might prevent other mental health adverse outcomes. |
format | Online Article Text |
id | pubmed-10276655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102766552023-06-21 Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis Fico, Giovanna Oliva, Vincenzo De Prisco, Michele Fortea, Lydia Fortea, Adriana Giménez-Palomo, Anna Anmella, Gerard Hidalgo-Mazzei, Diego Vazquez, Mireia Gomez-Ramiro, Marta Carreras, Bernat Murru, Andrea Radua, Joaquim Mortier, Philippe Vilagut, Gemma Amigo, Franco Ferrer, Montse García-Mieres, Helena Vieta, Eduard Alonso, Jordi J Affect Disord Research Paper INTRODUCTION: Psychological, socio-demographics, and clinical factors play an important role in patients with COVID-19, but their relationship is complex. The network approach might be used to disentangle complex interactions in different systems. Using data from a multicentre, cross-sectional, survey among patients with COVID-19 in Spain (July–November 2020), we investigated the network structure of mental disorders symptoms, social support, and psychological resilience, and changes in network structures according to the presence of a pre-existing mental disorder or hospitalization for COVID-19. METHODS: Subjects completed a survey to evaluate sociodemographic characteristics, COVID-19 infection status, resilience, social support, and symptoms of depression, anxiety disorders, post-traumatic stress disorder, panic attacks, and substance use disorder. 2084 patients with COVID-19 were included in the analysis. Network analysis was conducted to evaluate network and bridge centrality, and the network properties were compared between COVID-19 patients with and without a history of lifetime mental disorder, and between hospitalized and non-hospitalized patients. LIMITATIONS: Generalization of our findings may be difficult since differences in network connectivity may exist in different populations or samples. RESULTS: Anxiety and depression showed high centrality in patients with COVID-19 and anxiety showed the highest bridge influence in the network. Resilience and social support showed a low influence on mental disorder symptoms. Global network estimations show no statistically significant changes between patients with and without pre-existing mental disorders or between hospitalized and non-hospitalized patients. CONCLUSIONS: Anxiety might be a key treatment target in patients with COVID-19 since its treatment might prevent other mental health adverse outcomes. Elsevier B.V. 2023-10-01 2023-06-17 /pmc/articles/PMC10276655/ /pubmed/37336249 http://dx.doi.org/10.1016/j.jad.2023.06.034 Text en © 2023 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Research Paper Fico, Giovanna Oliva, Vincenzo De Prisco, Michele Fortea, Lydia Fortea, Adriana Giménez-Palomo, Anna Anmella, Gerard Hidalgo-Mazzei, Diego Vazquez, Mireia Gomez-Ramiro, Marta Carreras, Bernat Murru, Andrea Radua, Joaquim Mortier, Philippe Vilagut, Gemma Amigo, Franco Ferrer, Montse García-Mieres, Helena Vieta, Eduard Alonso, Jordi Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis |
title | Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis |
title_full | Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis |
title_fullStr | Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis |
title_full_unstemmed | Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis |
title_short | Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis |
title_sort | anxiety and depression played a central role in the covid-19 mental distress: a network analysis |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276655/ https://www.ncbi.nlm.nih.gov/pubmed/37336249 http://dx.doi.org/10.1016/j.jad.2023.06.034 |
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