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Anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research

PURPOSE: Evaluate for perturbed signaling pathways associated with subgroups of patients with low versus high levels of state anxiety. These pathways were compared to the pathways identified across eight network pharmacology studies of the anxiolytic effect(s) of a variety of compounds. METHODS: Adu...

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Autores principales: Oppegaard, Kate, Kober, Kord M., Harris, Carolyn, Shin, Joosun, Morse, Lisa, Calvo-Schimmel, Alejandra, Paul, Steven M., Cooper, Bruce A., Conley, Yvette P., Hammer, Marilyn, Dokiparthi, Vasuda, Levine, Jon D., Miaskowski, Christine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682221/
https://www.ncbi.nlm.nih.gov/pubmed/38012456
http://dx.doi.org/10.1007/s00520-023-08196-2
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author Oppegaard, Kate
Kober, Kord M.
Harris, Carolyn
Shin, Joosun
Morse, Lisa
Calvo-Schimmel, Alejandra
Paul, Steven M.
Cooper, Bruce A.
Conley, Yvette P.
Hammer, Marilyn
Dokiparthi, Vasuda
Levine, Jon D.
Miaskowski, Christine
author_facet Oppegaard, Kate
Kober, Kord M.
Harris, Carolyn
Shin, Joosun
Morse, Lisa
Calvo-Schimmel, Alejandra
Paul, Steven M.
Cooper, Bruce A.
Conley, Yvette P.
Hammer, Marilyn
Dokiparthi, Vasuda
Levine, Jon D.
Miaskowski, Christine
author_sort Oppegaard, Kate
collection PubMed
description PURPOSE: Evaluate for perturbed signaling pathways associated with subgroups of patients with low versus high levels of state anxiety. These pathways were compared to the pathways identified across eight network pharmacology studies of the anxiolytic effect(s) of a variety of compounds. METHODS: Adult outpatients had a diagnosis of breast, gastrointestinal, gynecological, or lung cancer; had received chemotherapy within the preceding four weeks; and were scheduled to receive at least two additional cycles of chemotherapy. Latent profile analysis was used to identify subgroups of patients with distinct anxiety profiles based on Spielberger State Anxiety Inventory scores that were obtained six times over two cycles of chemotherapy. Blood samples were processed using RNA sequencing (i.e., RNA-seq sample, n = 244) and microarray (i.e., microarray sample; n = 256) technologies. Pathway perturbations were assessed using pathway impact analysis. Fisher’s combined probability method was used to combine test results using a false discovery rate of 0.01. RESULTS: In the RNA-seq sample, 62.3% and 37.7% of the patients were in the low- and high-anxiety classes, respectively. In the microarray sample, 61.3% and 38.7% were in the low and high-anxiety classes, respectively. Forty-one perturbed signaling pathways were identified. Eight of these pathways were common to those identified in the network pharmacology studies. CONCLUSIONS: Findings increase our knowledge of the molecular mechanisms that underlie anxiety in patients receiving chemotherapy. This study provides initial insights into how anxiety in patients with cancer may share common mechanisms with anxiety in patients with other clinical conditions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00520-023-08196-2.
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spelling pubmed-106822212023-11-30 Anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research Oppegaard, Kate Kober, Kord M. Harris, Carolyn Shin, Joosun Morse, Lisa Calvo-Schimmel, Alejandra Paul, Steven M. Cooper, Bruce A. Conley, Yvette P. Hammer, Marilyn Dokiparthi, Vasuda Levine, Jon D. Miaskowski, Christine Support Care Cancer Research PURPOSE: Evaluate for perturbed signaling pathways associated with subgroups of patients with low versus high levels of state anxiety. These pathways were compared to the pathways identified across eight network pharmacology studies of the anxiolytic effect(s) of a variety of compounds. METHODS: Adult outpatients had a diagnosis of breast, gastrointestinal, gynecological, or lung cancer; had received chemotherapy within the preceding four weeks; and were scheduled to receive at least two additional cycles of chemotherapy. Latent profile analysis was used to identify subgroups of patients with distinct anxiety profiles based on Spielberger State Anxiety Inventory scores that were obtained six times over two cycles of chemotherapy. Blood samples were processed using RNA sequencing (i.e., RNA-seq sample, n = 244) and microarray (i.e., microarray sample; n = 256) technologies. Pathway perturbations were assessed using pathway impact analysis. Fisher’s combined probability method was used to combine test results using a false discovery rate of 0.01. RESULTS: In the RNA-seq sample, 62.3% and 37.7% of the patients were in the low- and high-anxiety classes, respectively. In the microarray sample, 61.3% and 38.7% were in the low and high-anxiety classes, respectively. Forty-one perturbed signaling pathways were identified. Eight of these pathways were common to those identified in the network pharmacology studies. CONCLUSIONS: Findings increase our knowledge of the molecular mechanisms that underlie anxiety in patients receiving chemotherapy. This study provides initial insights into how anxiety in patients with cancer may share common mechanisms with anxiety in patients with other clinical conditions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00520-023-08196-2. Springer Berlin Heidelberg 2023-11-28 2023 /pmc/articles/PMC10682221/ /pubmed/38012456 http://dx.doi.org/10.1007/s00520-023-08196-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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
Oppegaard, Kate
Kober, Kord M.
Harris, Carolyn
Shin, Joosun
Morse, Lisa
Calvo-Schimmel, Alejandra
Paul, Steven M.
Cooper, Bruce A.
Conley, Yvette P.
Hammer, Marilyn
Dokiparthi, Vasuda
Levine, Jon D.
Miaskowski, Christine
Anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research
title Anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research
title_full Anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research
title_fullStr Anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research
title_full_unstemmed Anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research
title_short Anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research
title_sort anxiety in oncology outpatients is associated with perturbations in pathways identified in anxiety focused network pharmacology research
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682221/
https://www.ncbi.nlm.nih.gov/pubmed/38012456
http://dx.doi.org/10.1007/s00520-023-08196-2
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