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Interconnectivity of fear of progression and generalized anxiety – Network analysis among a sample of hematological cancer survivors

PURPOSE: Fear of cancer progression and recurrence (FoP) and generalized anxiety disorder (GAD) are syndromes commonly seen in cancer patients. This study applied network analysis to investigate how symptoms of both concepts are interconnected. METHODS: We used cross-sectional data from hematologica...

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Autores principales: Göbel, Philipp, Kuba, Katharina, Götze, Heide, Mehnert-Theuerkauf, Anja, Spitzer, Carsten, Hartung, Tim, Esser, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10042941/
https://www.ncbi.nlm.nih.gov/pubmed/36973563
http://dx.doi.org/10.1007/s00520-023-07701-x
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author Göbel, Philipp
Kuba, Katharina
Götze, Heide
Mehnert-Theuerkauf, Anja
Spitzer, Carsten
Hartung, Tim
Esser, Peter
author_facet Göbel, Philipp
Kuba, Katharina
Götze, Heide
Mehnert-Theuerkauf, Anja
Spitzer, Carsten
Hartung, Tim
Esser, Peter
author_sort Göbel, Philipp
collection PubMed
description PURPOSE: Fear of cancer progression and recurrence (FoP) and generalized anxiety disorder (GAD) are syndromes commonly seen in cancer patients. This study applied network analysis to investigate how symptoms of both concepts are interconnected. METHODS: We used cross-sectional data from hematological cancer survivors. A regularized Gaussian graphical model including symptoms of FoP (FoP-Q) and GAD (GAD-7) was estimated. We investigated (i) the overall network structure and (ii) tested on pre-selected items whether both syndromes could be differentiated based on their worry content (cancer related vs. generalized). For this purpose, we applied a metric named bridge expected influence (BEI). Lower values mean that an item is only weakly connected with the items of the other syndrome, which can be an indication of its distinctive characteristic. RESULTS: Out of 2001 eligible hematological cancer survivors, 922 (46%) participated. The mean age was 64 years and 53% were female. The mean partial correlation within each construct (GAD: r = .13; FoP: r = .07) was greater than between both (r = .01). BEI values among items supposed to discriminate between the constructs (e.g., worry about many things within GAD and fear not to endure treatment within FoP) were among the smallest so our assumptions were confirmed. CONCLUSIONS: Our findings based on the network analysis support the hypothesis that FoP and GAD are different concepts within oncology. Our exploratory data needs to be validated in future longitudinal studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00520-023-07701-x.
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spelling pubmed-100429412023-03-29 Interconnectivity of fear of progression and generalized anxiety – Network analysis among a sample of hematological cancer survivors Göbel, Philipp Kuba, Katharina Götze, Heide Mehnert-Theuerkauf, Anja Spitzer, Carsten Hartung, Tim Esser, Peter Support Care Cancer Research PURPOSE: Fear of cancer progression and recurrence (FoP) and generalized anxiety disorder (GAD) are syndromes commonly seen in cancer patients. This study applied network analysis to investigate how symptoms of both concepts are interconnected. METHODS: We used cross-sectional data from hematological cancer survivors. A regularized Gaussian graphical model including symptoms of FoP (FoP-Q) and GAD (GAD-7) was estimated. We investigated (i) the overall network structure and (ii) tested on pre-selected items whether both syndromes could be differentiated based on their worry content (cancer related vs. generalized). For this purpose, we applied a metric named bridge expected influence (BEI). Lower values mean that an item is only weakly connected with the items of the other syndrome, which can be an indication of its distinctive characteristic. RESULTS: Out of 2001 eligible hematological cancer survivors, 922 (46%) participated. The mean age was 64 years and 53% were female. The mean partial correlation within each construct (GAD: r = .13; FoP: r = .07) was greater than between both (r = .01). BEI values among items supposed to discriminate between the constructs (e.g., worry about many things within GAD and fear not to endure treatment within FoP) were among the smallest so our assumptions were confirmed. CONCLUSIONS: Our findings based on the network analysis support the hypothesis that FoP and GAD are different concepts within oncology. Our exploratory data needs to be validated in future longitudinal studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00520-023-07701-x. Springer Berlin Heidelberg 2023-03-28 2023 /pmc/articles/PMC10042941/ /pubmed/36973563 http://dx.doi.org/10.1007/s00520-023-07701-x Text en © The Author(s) 2023 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 Research
Göbel, Philipp
Kuba, Katharina
Götze, Heide
Mehnert-Theuerkauf, Anja
Spitzer, Carsten
Hartung, Tim
Esser, Peter
Interconnectivity of fear of progression and generalized anxiety – Network analysis among a sample of hematological cancer survivors
title Interconnectivity of fear of progression and generalized anxiety – Network analysis among a sample of hematological cancer survivors
title_full Interconnectivity of fear of progression and generalized anxiety – Network analysis among a sample of hematological cancer survivors
title_fullStr Interconnectivity of fear of progression and generalized anxiety – Network analysis among a sample of hematological cancer survivors
title_full_unstemmed Interconnectivity of fear of progression and generalized anxiety – Network analysis among a sample of hematological cancer survivors
title_short Interconnectivity of fear of progression and generalized anxiety – Network analysis among a sample of hematological cancer survivors
title_sort interconnectivity of fear of progression and generalized anxiety – network analysis among a sample of hematological cancer survivors
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10042941/
https://www.ncbi.nlm.nih.gov/pubmed/36973563
http://dx.doi.org/10.1007/s00520-023-07701-x
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