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Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas
Neuroblastoma is a pediatric cancer arising from sympathetic nervous system. Remarkable heterogeneity in outcomes is one of its widely known features. One of the traits strongly associated with the unfavorable subtype is the amplification of oncogene MYCN. Here, we performed cross-platform biomarker...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663553/ https://www.ncbi.nlm.nih.gov/pubmed/29137381 http://dx.doi.org/10.18632/oncotarget.19662 |
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author | Petrov, Ivan Suntsova, Maria Ilnitskaya, Elena Roumiantsev, Sergey Sorokin, Maxim Garazha, Andrew Spirin, Pavel Lebedev, Timofey Gaifullin, Nurshat Larin, Sergey Kovalchuk, Olga Konovalov, Dmitry Prassolov, Vladimir Roumiantsev, Alexander Buzdin, Anton |
author_facet | Petrov, Ivan Suntsova, Maria Ilnitskaya, Elena Roumiantsev, Sergey Sorokin, Maxim Garazha, Andrew Spirin, Pavel Lebedev, Timofey Gaifullin, Nurshat Larin, Sergey Kovalchuk, Olga Konovalov, Dmitry Prassolov, Vladimir Roumiantsev, Alexander Buzdin, Anton |
author_sort | Petrov, Ivan |
collection | PubMed |
description | Neuroblastoma is a pediatric cancer arising from sympathetic nervous system. Remarkable heterogeneity in outcomes is one of its widely known features. One of the traits strongly associated with the unfavorable subtype is the amplification of oncogene MYCN. Here, we performed cross-platform biomarker detection by comparing gene expression and pathway activation patterns from the two literature reports and from our experimental dataset, combining profiles for the 761 neuroblastoma patients with known MYCN amplification status. We identified 109 / 25 gene expression / pathway activation biomarkers strongly linked with the MYCN amplification. The marker genes/pathways are involved in the processes of purine nucleotide biosynthesis, ATP-binding, tetrahydrofolate metabolism, building mitochondrial matrix, biosynthesis of amino acids, tRNA aminoacylation and NADP-linked oxidation-reduction processes, as well as in the tyrosine phosphatase activity, p53 signaling, cell cycle progression and the G1/S and G2/M checkpoints. To connect molecular functions of the genes involved in MYCN-amplified phenotype, we built a new molecular pathway using known intracellular protein interaction networks. The activation of this pathway was highly selective in discriminating MYCN-amplified neuroblastomas in all three datasets. Our data also suggest that the phosphoinositide 3-kinase (PI3K) inhibitors may provide new opportunities for the treatment of the MYCN-amplified neuroblastoma subtype. |
format | Online Article Text |
id | pubmed-5663553 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-56635532017-11-13 Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas Petrov, Ivan Suntsova, Maria Ilnitskaya, Elena Roumiantsev, Sergey Sorokin, Maxim Garazha, Andrew Spirin, Pavel Lebedev, Timofey Gaifullin, Nurshat Larin, Sergey Kovalchuk, Olga Konovalov, Dmitry Prassolov, Vladimir Roumiantsev, Alexander Buzdin, Anton Oncotarget Research Paper Neuroblastoma is a pediatric cancer arising from sympathetic nervous system. Remarkable heterogeneity in outcomes is one of its widely known features. One of the traits strongly associated with the unfavorable subtype is the amplification of oncogene MYCN. Here, we performed cross-platform biomarker detection by comparing gene expression and pathway activation patterns from the two literature reports and from our experimental dataset, combining profiles for the 761 neuroblastoma patients with known MYCN amplification status. We identified 109 / 25 gene expression / pathway activation biomarkers strongly linked with the MYCN amplification. The marker genes/pathways are involved in the processes of purine nucleotide biosynthesis, ATP-binding, tetrahydrofolate metabolism, building mitochondrial matrix, biosynthesis of amino acids, tRNA aminoacylation and NADP-linked oxidation-reduction processes, as well as in the tyrosine phosphatase activity, p53 signaling, cell cycle progression and the G1/S and G2/M checkpoints. To connect molecular functions of the genes involved in MYCN-amplified phenotype, we built a new molecular pathway using known intracellular protein interaction networks. The activation of this pathway was highly selective in discriminating MYCN-amplified neuroblastomas in all three datasets. Our data also suggest that the phosphoinositide 3-kinase (PI3K) inhibitors may provide new opportunities for the treatment of the MYCN-amplified neuroblastoma subtype. Impact Journals LLC 2017-07-28 /pmc/articles/PMC5663553/ /pubmed/29137381 http://dx.doi.org/10.18632/oncotarget.19662 Text en Copyright: © 2017 Petrov 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 3.0 (http://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Petrov, Ivan Suntsova, Maria Ilnitskaya, Elena Roumiantsev, Sergey Sorokin, Maxim Garazha, Andrew Spirin, Pavel Lebedev, Timofey Gaifullin, Nurshat Larin, Sergey Kovalchuk, Olga Konovalov, Dmitry Prassolov, Vladimir Roumiantsev, Alexander Buzdin, Anton Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas |
title | Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas |
title_full | Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas |
title_fullStr | Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas |
title_full_unstemmed | Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas |
title_short | Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas |
title_sort | gene expression and molecular pathway activation signatures of mycn-amplified neuroblastomas |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663553/ https://www.ncbi.nlm.nih.gov/pubmed/29137381 http://dx.doi.org/10.18632/oncotarget.19662 |
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