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Signaling pathways and gene co-expression modules associated with cytoskeleton and axon morphology in breast cancer survivors with chronic paclitaxel-induced peripheral neuropathy
BACKGROUND: The major dose-limiting toxicity of paclitaxel, one of the most commonly used drugs to treat breast cancer, is peripheral neuropathy (paclitaxel-induced peripheral neuropathy). Paclitaxel-induced peripheral neuropathy, which persists into survivorship, has a negative impact on patient’s...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6755139/ https://www.ncbi.nlm.nih.gov/pubmed/31486345 http://dx.doi.org/10.1177/1744806919878088 |
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author | Kober, Kord M Schumacher, Mark Conley, Yvette P Topp, Kimberly Mazor, Melissa Hammer, Marilynn J Paul, Steven M Levine, Jon D Miaskowski, Christine |
author_facet | Kober, Kord M Schumacher, Mark Conley, Yvette P Topp, Kimberly Mazor, Melissa Hammer, Marilynn J Paul, Steven M Levine, Jon D Miaskowski, Christine |
author_sort | Kober, Kord M |
collection | PubMed |
description | BACKGROUND: The major dose-limiting toxicity of paclitaxel, one of the most commonly used drugs to treat breast cancer, is peripheral neuropathy (paclitaxel-induced peripheral neuropathy). Paclitaxel-induced peripheral neuropathy, which persists into survivorship, has a negative impact on patient’s mood, functional status, and quality of life. Currently, no interventions are available to treat paclitaxel-induced peripheral neuropathy. A critical barrier to the development of efficacious interventions is the lack of understanding of the mechanisms that underlie paclitaxel-induced peripheral neuropathy. While data from preclinical studies suggest that disrupting cytoskeleton- and axon morphology-related processes are a potential mechanism for paclitaxel-induced peripheral neuropathy, clinical evidence is limited. The purpose of this study in breast cancer survivors was to evaluate whether differential gene expression and co-expression patterns in these pathways are associated with paclitaxel-induced peripheral neuropathy. METHODS: Signaling pathways and gene co-expression modules associated with cytoskeleton and axon morphology were identified between survivors who received paclitaxel and did (n = 25) or did not (n = 25) develop paclitaxel-induced peripheral neuropathy. RESULTS: Pathway impact analysis identified four significantly perturbed cytoskeleton- and axon morphology-related signaling pathways. Weighted gene co-expression network analysis identified three co-expression modules. One module was associated with paclitaxel-induced peripheral neuropathy group membership. Functional analysis found that this module was associated with four signaling pathways and two ontology annotations related to cytoskeleton and axon morphology. CONCLUSIONS: This study, which is the first to apply systems biology approaches using circulating whole blood RNA-seq data in a sample of breast cancer survivors with and without chronic paclitaxel-induced peripheral neuropathy, provides molecular evidence that cytoskeleton- and axon morphology-related mechanisms identified in preclinical models of various types of neuropathic pain including chemotherapy-induced peripheral neuropathy are found in breast cancer survivors and suggests pathways and a module of genes for validation and as potential therapeutic targets. |
format | Online Article Text |
id | pubmed-6755139 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-67551392019-09-27 Signaling pathways and gene co-expression modules associated with cytoskeleton and axon morphology in breast cancer survivors with chronic paclitaxel-induced peripheral neuropathy Kober, Kord M Schumacher, Mark Conley, Yvette P Topp, Kimberly Mazor, Melissa Hammer, Marilynn J Paul, Steven M Levine, Jon D Miaskowski, Christine Mol Pain Research Article BACKGROUND: The major dose-limiting toxicity of paclitaxel, one of the most commonly used drugs to treat breast cancer, is peripheral neuropathy (paclitaxel-induced peripheral neuropathy). Paclitaxel-induced peripheral neuropathy, which persists into survivorship, has a negative impact on patient’s mood, functional status, and quality of life. Currently, no interventions are available to treat paclitaxel-induced peripheral neuropathy. A critical barrier to the development of efficacious interventions is the lack of understanding of the mechanisms that underlie paclitaxel-induced peripheral neuropathy. While data from preclinical studies suggest that disrupting cytoskeleton- and axon morphology-related processes are a potential mechanism for paclitaxel-induced peripheral neuropathy, clinical evidence is limited. The purpose of this study in breast cancer survivors was to evaluate whether differential gene expression and co-expression patterns in these pathways are associated with paclitaxel-induced peripheral neuropathy. METHODS: Signaling pathways and gene co-expression modules associated with cytoskeleton and axon morphology were identified between survivors who received paclitaxel and did (n = 25) or did not (n = 25) develop paclitaxel-induced peripheral neuropathy. RESULTS: Pathway impact analysis identified four significantly perturbed cytoskeleton- and axon morphology-related signaling pathways. Weighted gene co-expression network analysis identified three co-expression modules. One module was associated with paclitaxel-induced peripheral neuropathy group membership. Functional analysis found that this module was associated with four signaling pathways and two ontology annotations related to cytoskeleton and axon morphology. CONCLUSIONS: This study, which is the first to apply systems biology approaches using circulating whole blood RNA-seq data in a sample of breast cancer survivors with and without chronic paclitaxel-induced peripheral neuropathy, provides molecular evidence that cytoskeleton- and axon morphology-related mechanisms identified in preclinical models of various types of neuropathic pain including chemotherapy-induced peripheral neuropathy are found in breast cancer survivors and suggests pathways and a module of genes for validation and as potential therapeutic targets. SAGE Publications 2019-09-19 /pmc/articles/PMC6755139/ /pubmed/31486345 http://dx.doi.org/10.1177/1744806919878088 Text en © The Author(s) 2019 http://creativecommons.org/licenses/by-nc/4.0/ Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Research Article Kober, Kord M Schumacher, Mark Conley, Yvette P Topp, Kimberly Mazor, Melissa Hammer, Marilynn J Paul, Steven M Levine, Jon D Miaskowski, Christine Signaling pathways and gene co-expression modules associated with cytoskeleton and axon morphology in breast cancer survivors with chronic paclitaxel-induced peripheral neuropathy |
title | Signaling pathways and gene co-expression modules associated with
cytoskeleton and axon morphology in breast cancer survivors with chronic
paclitaxel-induced peripheral neuropathy |
title_full | Signaling pathways and gene co-expression modules associated with
cytoskeleton and axon morphology in breast cancer survivors with chronic
paclitaxel-induced peripheral neuropathy |
title_fullStr | Signaling pathways and gene co-expression modules associated with
cytoskeleton and axon morphology in breast cancer survivors with chronic
paclitaxel-induced peripheral neuropathy |
title_full_unstemmed | Signaling pathways and gene co-expression modules associated with
cytoskeleton and axon morphology in breast cancer survivors with chronic
paclitaxel-induced peripheral neuropathy |
title_short | Signaling pathways and gene co-expression modules associated with
cytoskeleton and axon morphology in breast cancer survivors with chronic
paclitaxel-induced peripheral neuropathy |
title_sort | signaling pathways and gene co-expression modules associated with
cytoskeleton and axon morphology in breast cancer survivors with chronic
paclitaxel-induced peripheral neuropathy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6755139/ https://www.ncbi.nlm.nih.gov/pubmed/31486345 http://dx.doi.org/10.1177/1744806919878088 |
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