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In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors

Chemotherapy resistance is responsible for high mortality rates in neuroblastoma. MYCN, an oncogenic driver in neuroblastoma, controls pluripotency genes including LIN28B. We hypothesized that enhanced embryonic stem cell (ESC) gene regulatory programs could mark tumors with high pluripotency capaci...

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Autores principales: Vanhauwaert, Suzanne, Decaesteker, Bieke, De Brouwer, Sara, Leonelli, Carina, Durinck, Kaat, Mestdagh, Pieter, Vandesompele, Jo, Sermon, Karen, Denecker, Geertrui, Van Neste, Christophe, Speleman, Frank, De Preter, Katleen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6269481/
https://www.ncbi.nlm.nih.gov/pubmed/30504901
http://dx.doi.org/10.1038/s41598-018-35868-5
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author Vanhauwaert, Suzanne
Decaesteker, Bieke
De Brouwer, Sara
Leonelli, Carina
Durinck, Kaat
Mestdagh, Pieter
Vandesompele, Jo
Sermon, Karen
Denecker, Geertrui
Van Neste, Christophe
Speleman, Frank
De Preter, Katleen
author_facet Vanhauwaert, Suzanne
Decaesteker, Bieke
De Brouwer, Sara
Leonelli, Carina
Durinck, Kaat
Mestdagh, Pieter
Vandesompele, Jo
Sermon, Karen
Denecker, Geertrui
Van Neste, Christophe
Speleman, Frank
De Preter, Katleen
author_sort Vanhauwaert, Suzanne
collection PubMed
description Chemotherapy resistance is responsible for high mortality rates in neuroblastoma. MYCN, an oncogenic driver in neuroblastoma, controls pluripotency genes including LIN28B. We hypothesized that enhanced embryonic stem cell (ESC) gene regulatory programs could mark tumors with high pluripotency capacity and subsequently increased risk for therapy failure. An ESC miRNA signature was established based on publicly available data. In addition, an ESC mRNA signature was generated including the 500 protein coding genes with the highest positive expression correlation with the ESC miRNA signature score in 200 neuroblastomas. High ESC m(i)RNA expression signature scores were significantly correlated with poor neuroblastoma patient outcome specifically in the subgroup of MYCN amplified tumors and stage 4 nonamplified tumors. Further data-mining identified FOXM1, as the major predicted driver of this ESC signature, controlling a large set of genes implicated in cell cycle control and DNA damage response. Of further interest, re-analysis of published data showed that MYCN transcriptionally activates FOXM1 in neuroblastoma cells. In conclusion, a novel ESC m(i)RNA signature stratifies neuroblastomas with poor prognosis, enabling the identification of therapy-resistant tumors. The finding that this signature is strongly FOXM1 driven, warrants for drug design targeted at FOXM1 or key components controlling this pathway.
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spelling pubmed-62694812018-12-04 In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors Vanhauwaert, Suzanne Decaesteker, Bieke De Brouwer, Sara Leonelli, Carina Durinck, Kaat Mestdagh, Pieter Vandesompele, Jo Sermon, Karen Denecker, Geertrui Van Neste, Christophe Speleman, Frank De Preter, Katleen Sci Rep Article Chemotherapy resistance is responsible for high mortality rates in neuroblastoma. MYCN, an oncogenic driver in neuroblastoma, controls pluripotency genes including LIN28B. We hypothesized that enhanced embryonic stem cell (ESC) gene regulatory programs could mark tumors with high pluripotency capacity and subsequently increased risk for therapy failure. An ESC miRNA signature was established based on publicly available data. In addition, an ESC mRNA signature was generated including the 500 protein coding genes with the highest positive expression correlation with the ESC miRNA signature score in 200 neuroblastomas. High ESC m(i)RNA expression signature scores were significantly correlated with poor neuroblastoma patient outcome specifically in the subgroup of MYCN amplified tumors and stage 4 nonamplified tumors. Further data-mining identified FOXM1, as the major predicted driver of this ESC signature, controlling a large set of genes implicated in cell cycle control and DNA damage response. Of further interest, re-analysis of published data showed that MYCN transcriptionally activates FOXM1 in neuroblastoma cells. In conclusion, a novel ESC m(i)RNA signature stratifies neuroblastomas with poor prognosis, enabling the identification of therapy-resistant tumors. The finding that this signature is strongly FOXM1 driven, warrants for drug design targeted at FOXM1 or key components controlling this pathway. Nature Publishing Group UK 2018-11-30 /pmc/articles/PMC6269481/ /pubmed/30504901 http://dx.doi.org/10.1038/s41598-018-35868-5 Text en © The Author(s) 2018 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Vanhauwaert, Suzanne
Decaesteker, Bieke
De Brouwer, Sara
Leonelli, Carina
Durinck, Kaat
Mestdagh, Pieter
Vandesompele, Jo
Sermon, Karen
Denecker, Geertrui
Van Neste, Christophe
Speleman, Frank
De Preter, Katleen
In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors
title In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors
title_full In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors
title_fullStr In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors
title_full_unstemmed In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors
title_short In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors
title_sort in silico discovery of a foxm1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6269481/
https://www.ncbi.nlm.nih.gov/pubmed/30504901
http://dx.doi.org/10.1038/s41598-018-35868-5
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