Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2017
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
_version_ 1783274831347712000
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
work_keys_str_mv AT petrovivan geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT suntsovamaria geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT ilnitskayaelena geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT roumiantsevsergey geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT sorokinmaxim geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT garazhaandrew geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT spirinpavel geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT lebedevtimofey geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT gaifullinnurshat geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT larinsergey geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT kovalchukolga geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT konovalovdmitry geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT prassolovvladimir geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT roumiantsevalexander geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas
AT buzdinanton geneexpressionandmolecularpathwayactivationsignaturesofmycnamplifiedneuroblastomas