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Informative gene network for chemotherapy-induced peripheral neuropathy
BACKGROUND: Host genetic variability has been implicated in chemotherapy-induced peripheral neuropathy (CIPN). A dose-limiting toxicity for chemotherapy agents, CIPN is also a debilitating condition that may progress to chronic neuropathic pain. We utilized a bioinformatics approach, which captures...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4534051/ https://www.ncbi.nlm.nih.gov/pubmed/26269716 http://dx.doi.org/10.1186/s13040-015-0058-0 |
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author | Reyes-Gibby, Cielito C. Wang, Jian Yeung, Sai-Ching J. Shete, Sanjay |
author_facet | Reyes-Gibby, Cielito C. Wang, Jian Yeung, Sai-Ching J. Shete, Sanjay |
author_sort | Reyes-Gibby, Cielito C. |
collection | PubMed |
description | BACKGROUND: Host genetic variability has been implicated in chemotherapy-induced peripheral neuropathy (CIPN). A dose-limiting toxicity for chemotherapy agents, CIPN is also a debilitating condition that may progress to chronic neuropathic pain. We utilized a bioinformatics approach, which captures the complexity of intracellular and intercellular interactions, to identify genes for CIPN. METHODS: Using genes pooled from the literature as a starting point, we used Ingenuity Pathway Analysis (IPA) to generate gene networks for CIPN. RESULTS: We performed IPA core analysis for genes associated with platinum-, taxane- and platinum-taxane–induced neuropathy. We found that IL6, TNF, CXCL8, IL1B and ERK1/2 were the top genes in terms of the number of connections in platinum-induced neuropathy and TP53, MYC, PARP1, P38 MAPK and TNF for combined taxane-platinum–induced neuropathy. CONCLUSION: Neurotoxicity is common in cancer patients treated with platinum compounds and anti-microtubule agents and CIPN is one of the debilitating sequela. The bioinformatic approach helped identify genes associated with CIPN in cancer patients. |
format | Online Article Text |
id | pubmed-4534051 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45340512015-08-13 Informative gene network for chemotherapy-induced peripheral neuropathy Reyes-Gibby, Cielito C. Wang, Jian Yeung, Sai-Ching J. Shete, Sanjay BioData Min Research BACKGROUND: Host genetic variability has been implicated in chemotherapy-induced peripheral neuropathy (CIPN). A dose-limiting toxicity for chemotherapy agents, CIPN is also a debilitating condition that may progress to chronic neuropathic pain. We utilized a bioinformatics approach, which captures the complexity of intracellular and intercellular interactions, to identify genes for CIPN. METHODS: Using genes pooled from the literature as a starting point, we used Ingenuity Pathway Analysis (IPA) to generate gene networks for CIPN. RESULTS: We performed IPA core analysis for genes associated with platinum-, taxane- and platinum-taxane–induced neuropathy. We found that IL6, TNF, CXCL8, IL1B and ERK1/2 were the top genes in terms of the number of connections in platinum-induced neuropathy and TP53, MYC, PARP1, P38 MAPK and TNF for combined taxane-platinum–induced neuropathy. CONCLUSION: Neurotoxicity is common in cancer patients treated with platinum compounds and anti-microtubule agents and CIPN is one of the debilitating sequela. The bioinformatic approach helped identify genes associated with CIPN in cancer patients. BioMed Central 2015-08-12 /pmc/articles/PMC4534051/ /pubmed/26269716 http://dx.doi.org/10.1186/s13040-015-0058-0 Text en © Reyes-Gibby et al. 2015 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Reyes-Gibby, Cielito C. Wang, Jian Yeung, Sai-Ching J. Shete, Sanjay Informative gene network for chemotherapy-induced peripheral neuropathy |
title | Informative gene network for chemotherapy-induced peripheral neuropathy |
title_full | Informative gene network for chemotherapy-induced peripheral neuropathy |
title_fullStr | Informative gene network for chemotherapy-induced peripheral neuropathy |
title_full_unstemmed | Informative gene network for chemotherapy-induced peripheral neuropathy |
title_short | Informative gene network for chemotherapy-induced peripheral neuropathy |
title_sort | informative gene network for chemotherapy-induced peripheral neuropathy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4534051/ https://www.ncbi.nlm.nih.gov/pubmed/26269716 http://dx.doi.org/10.1186/s13040-015-0058-0 |
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