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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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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. |
format | Online Article Text |
id | pubmed-10682221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
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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