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Integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients
Neuroblastoma is notable for its broad spectrum of clinical behavior ranging from spontaneous regression to rapidly progressive disease. Hypoxia is well known to confer a more aggressive phenotype in neuroblastoma. We analyzed transcriptome data from diagnostic neuroblastoma tumors and hypoxic neuro...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5340231/ https://www.ncbi.nlm.nih.gov/pubmed/27765905 http://dx.doi.org/10.18632/oncotarget.12713 |
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author | Applebaum, Mark A. Jha, Aashish R. Kao, Clara Hernandez, Kyle M. DeWane, Gillian Salwen, Helen R. Chlenski, Alexandre Dobratic, Marija Mariani, Christopher J. Godley, Lucy A. Prabhakar, Nanduri White, Kevin Stranger, Barbara E. Cohn, Susan L. |
author_facet | Applebaum, Mark A. Jha, Aashish R. Kao, Clara Hernandez, Kyle M. DeWane, Gillian Salwen, Helen R. Chlenski, Alexandre Dobratic, Marija Mariani, Christopher J. Godley, Lucy A. Prabhakar, Nanduri White, Kevin Stranger, Barbara E. Cohn, Susan L. |
author_sort | Applebaum, Mark A. |
collection | PubMed |
description | Neuroblastoma is notable for its broad spectrum of clinical behavior ranging from spontaneous regression to rapidly progressive disease. Hypoxia is well known to confer a more aggressive phenotype in neuroblastoma. We analyzed transcriptome data from diagnostic neuroblastoma tumors and hypoxic neuroblastoma cell lines to identify genes whose expression levels correlate with poor patient outcome and are involved in the hypoxia response. By integrating a diverse set of transcriptome datasets, including those from neuroblastoma patients and neuroblastoma derived cell lines, we identified nine genes (SLCO4A1, ENO1, HK2, PGK1, MTFP1, HILPDA, VKORC1, TPI1, and HIST1H1C) that are up-regulated in hypoxia and whose expression levels are correlated with poor patient outcome in three independent neuroblastoma cohorts. Analysis of 5-hydroxymethylcytosine and ENCODE data indicate that at least five of these nine genes have an increase in 5-hydroxymethylcytosine and a more open chromatin structure in hypoxia versus normoxia and are putative targets of hypoxia inducible factor (HIF) as they contain HIF binding sites in their regulatory regions. Four of these genes are key components of the glycolytic pathway and another three are directly involved in cellular metabolism. We experimentally validated our computational findings demonstrating that seven of the nine genes are significantly up-regulated in response to hypoxia in the four neuroblastoma cell lines tested. This compact and robustly validated group of genes, is associated with the hypoxia response in aggressive neuroblastoma and may represent a novel target for biomarker and therapeutic development. |
format | Online Article Text |
id | pubmed-5340231 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-53402312017-03-08 Integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients Applebaum, Mark A. Jha, Aashish R. Kao, Clara Hernandez, Kyle M. DeWane, Gillian Salwen, Helen R. Chlenski, Alexandre Dobratic, Marija Mariani, Christopher J. Godley, Lucy A. Prabhakar, Nanduri White, Kevin Stranger, Barbara E. Cohn, Susan L. Oncotarget Research Paper Neuroblastoma is notable for its broad spectrum of clinical behavior ranging from spontaneous regression to rapidly progressive disease. Hypoxia is well known to confer a more aggressive phenotype in neuroblastoma. We analyzed transcriptome data from diagnostic neuroblastoma tumors and hypoxic neuroblastoma cell lines to identify genes whose expression levels correlate with poor patient outcome and are involved in the hypoxia response. By integrating a diverse set of transcriptome datasets, including those from neuroblastoma patients and neuroblastoma derived cell lines, we identified nine genes (SLCO4A1, ENO1, HK2, PGK1, MTFP1, HILPDA, VKORC1, TPI1, and HIST1H1C) that are up-regulated in hypoxia and whose expression levels are correlated with poor patient outcome in three independent neuroblastoma cohorts. Analysis of 5-hydroxymethylcytosine and ENCODE data indicate that at least five of these nine genes have an increase in 5-hydroxymethylcytosine and a more open chromatin structure in hypoxia versus normoxia and are putative targets of hypoxia inducible factor (HIF) as they contain HIF binding sites in their regulatory regions. Four of these genes are key components of the glycolytic pathway and another three are directly involved in cellular metabolism. We experimentally validated our computational findings demonstrating that seven of the nine genes are significantly up-regulated in response to hypoxia in the four neuroblastoma cell lines tested. This compact and robustly validated group of genes, is associated with the hypoxia response in aggressive neuroblastoma and may represent a novel target for biomarker and therapeutic development. Impact Journals LLC 2016-10-17 /pmc/articles/PMC5340231/ /pubmed/27765905 http://dx.doi.org/10.18632/oncotarget.12713 Text en Copyright: © 2016 Applebaum et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Applebaum, Mark A. Jha, Aashish R. Kao, Clara Hernandez, Kyle M. DeWane, Gillian Salwen, Helen R. Chlenski, Alexandre Dobratic, Marija Mariani, Christopher J. Godley, Lucy A. Prabhakar, Nanduri White, Kevin Stranger, Barbara E. Cohn, Susan L. Integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients |
title | Integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients |
title_full | Integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients |
title_fullStr | Integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients |
title_full_unstemmed | Integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients |
title_short | Integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients |
title_sort | integrative genomics reveals hypoxia inducible genes that are associated with a poor prognosis in neuroblastoma patients |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5340231/ https://www.ncbi.nlm.nih.gov/pubmed/27765905 http://dx.doi.org/10.18632/oncotarget.12713 |
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