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The Comorbidity of Depression and Anxiety Symptoms in Tinnitus Sufferers: A Network Analysis

Objective: Sufferers of tinnitus, especially of the prolonged type, frequently suffer from comorbid depression and anxiety. From the perspective of the network model, this comorbidity is thought to be an interacting system of these two symptoms. In our study, we conducted a network analysis of depre...

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Autores principales: Chen, Xuemin, Ren, Lei, Xue, Xinmiao, Yu, Ning, Liu, Peng, Shen, Weidong, Zhou, Hanwen, Wang, Ben, Zhou, Jingcheng, Yang, Shiming, Jiang, Qingqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10136917/
https://www.ncbi.nlm.nih.gov/pubmed/37190548
http://dx.doi.org/10.3390/brainsci13040583
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author Chen, Xuemin
Ren, Lei
Xue, Xinmiao
Yu, Ning
Liu, Peng
Shen, Weidong
Zhou, Hanwen
Wang, Ben
Zhou, Jingcheng
Yang, Shiming
Jiang, Qingqing
author_facet Chen, Xuemin
Ren, Lei
Xue, Xinmiao
Yu, Ning
Liu, Peng
Shen, Weidong
Zhou, Hanwen
Wang, Ben
Zhou, Jingcheng
Yang, Shiming
Jiang, Qingqing
author_sort Chen, Xuemin
collection PubMed
description Objective: Sufferers of tinnitus, especially of the prolonged type, frequently suffer from comorbid depression and anxiety. From the perspective of the network model, this comorbidity is thought to be an interacting system of these two symptoms. In our study, we conducted a network analysis of depression and anxiety comorbidity in tinnitus sufferers, aiming to identify the central and bridge symptoms and make informed suggestions for clinical interventions and psychotherapy. Method: A total of 566 tinnitus sufferers were enrolled in our study. The Patient Health Questionnaire-9 (PHQ-9) and the Generalized Anxiety Disorder 7-Item Questionnaire (GAD-7) were selected to evaluate depression and anxiety symptoms, respectively, followed by network analysis to construct the interacting networks. Results: The findings identified six edges of strongest regularized partial correlations in this network. Of these, three were depression symptoms and three were anxiety symptoms. The anxiety symptoms “Unable to control worry” and “Relaxation difficulty” and the depression symptom “Feeling depressed or hopeless” had the highest expected influence centrality. The analysis results also revealed three bridge symptoms: “Afraid something awful might happen”, “Feeling of worthlessness”, and “Trouble concentrating”. As for “Suicidal ideation”, the direct relations between this symptom and “Afraid something awful might happen” and “Feeling depressed or hopeless” were the strongest. Conclusions: The central and bridge symptoms of the interacting network of depression and anxiety symptoms in tinnitus sufferers can be considered a significant transdiagnostic intervention target for the management of this comorbidity. In particular, clinical prevention and psychotherapy should be implemented, targeting the symptoms that have the strongest associations with suicidal ideation.
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spelling pubmed-101369172023-04-28 The Comorbidity of Depression and Anxiety Symptoms in Tinnitus Sufferers: A Network Analysis Chen, Xuemin Ren, Lei Xue, Xinmiao Yu, Ning Liu, Peng Shen, Weidong Zhou, Hanwen Wang, Ben Zhou, Jingcheng Yang, Shiming Jiang, Qingqing Brain Sci Article Objective: Sufferers of tinnitus, especially of the prolonged type, frequently suffer from comorbid depression and anxiety. From the perspective of the network model, this comorbidity is thought to be an interacting system of these two symptoms. In our study, we conducted a network analysis of depression and anxiety comorbidity in tinnitus sufferers, aiming to identify the central and bridge symptoms and make informed suggestions for clinical interventions and psychotherapy. Method: A total of 566 tinnitus sufferers were enrolled in our study. The Patient Health Questionnaire-9 (PHQ-9) and the Generalized Anxiety Disorder 7-Item Questionnaire (GAD-7) were selected to evaluate depression and anxiety symptoms, respectively, followed by network analysis to construct the interacting networks. Results: The findings identified six edges of strongest regularized partial correlations in this network. Of these, three were depression symptoms and three were anxiety symptoms. The anxiety symptoms “Unable to control worry” and “Relaxation difficulty” and the depression symptom “Feeling depressed or hopeless” had the highest expected influence centrality. The analysis results also revealed three bridge symptoms: “Afraid something awful might happen”, “Feeling of worthlessness”, and “Trouble concentrating”. As for “Suicidal ideation”, the direct relations between this symptom and “Afraid something awful might happen” and “Feeling depressed or hopeless” were the strongest. Conclusions: The central and bridge symptoms of the interacting network of depression and anxiety symptoms in tinnitus sufferers can be considered a significant transdiagnostic intervention target for the management of this comorbidity. In particular, clinical prevention and psychotherapy should be implemented, targeting the symptoms that have the strongest associations with suicidal ideation. MDPI 2023-03-30 /pmc/articles/PMC10136917/ /pubmed/37190548 http://dx.doi.org/10.3390/brainsci13040583 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Xuemin
Ren, Lei
Xue, Xinmiao
Yu, Ning
Liu, Peng
Shen, Weidong
Zhou, Hanwen
Wang, Ben
Zhou, Jingcheng
Yang, Shiming
Jiang, Qingqing
The Comorbidity of Depression and Anxiety Symptoms in Tinnitus Sufferers: A Network Analysis
title The Comorbidity of Depression and Anxiety Symptoms in Tinnitus Sufferers: A Network Analysis
title_full The Comorbidity of Depression and Anxiety Symptoms in Tinnitus Sufferers: A Network Analysis
title_fullStr The Comorbidity of Depression and Anxiety Symptoms in Tinnitus Sufferers: A Network Analysis
title_full_unstemmed The Comorbidity of Depression and Anxiety Symptoms in Tinnitus Sufferers: A Network Analysis
title_short The Comorbidity of Depression and Anxiety Symptoms in Tinnitus Sufferers: A Network Analysis
title_sort comorbidity of depression and anxiety symptoms in tinnitus sufferers: a network analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10136917/
https://www.ncbi.nlm.nih.gov/pubmed/37190548
http://dx.doi.org/10.3390/brainsci13040583
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