Dataset Information

Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas.

ABSTRACT: 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.

SUBMITTER: Petrov I

PROVIDER: S-EPMC5663553 | biostudies-literature | 2017 Oct

REPOSITORIES: biostudies-literature

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Gene expression and molecular pathway activation signatures of <i>MYCN</i>-amplified neuroblastomas.

Petrov Ivan I Suntsova Maria M Ilnitskaya Elena E Roumiantsev Sergey S Sorokin Maxim M Garazha Andrew A Spirin Pavel P Lebedev Timofey T Gaifullin Nurshat N Larin Sergey S Kovalchuk Olga O Konovalov Dmitry D Prassolov Vladimir V Roumiantsev Alexander A Buzdin Anton A

Oncotarget 20170728 48

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 <i>MYCN</i>. 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 ...[more]

PMID: 29137381

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Project description:PurposeRetinoblastomas are malignant eye tumors diagnosed in young children. Most retinoblastomas are genetically characterized by biallelic inactivation of the RB1 gene. However, 1.5% of tumors demonstrate high-level amplification of the proto-oncogene MYCN. Patients with MYCN-amplified RB1-proficient retinoblastoma receive a diagnosis at an earlier age and show a clinically and histologically more malignant phenotype. This study aimed to identify genome-wide molecular features that distinguish this subtype from other retinoblastomas.DesignCohort study.ParticipantsForty-seven retinoblastoma tumors, comprising 36 RB1 -/-, 4 RB1 +/-, and 7 RB1 +/+ tumors. In total, 5 retinoblastomas displayed high-level MYCN amplification, with 3 being RB1 +/+, 1 being RB1 +/-, and 1 being RB1 -/- .MethodsIntegrated analysis, based on gene expression, methylation, and methylation-expression correlations, was performed to identify distinct molecular components of MYCN-amplified RB1-proficient retinoblastomas compared with other retinoblastoma subtypes. The methylation and methylation-expression correlation analysis was initially conducted within a subset of samples (n = 15) for which methylation profiles were available. The significant findings were cross-validated in the entire cohort (n = 47) and in publicly available data.Main outcome measuresDifferentially expressed genes/pathways, differentially methylated genes, and methylation-driven differential gene expression.ResultsA large number of genes (n = 3155) were identified with distinct expression patterns in MYCN-amplified RB1-proficient retinoblastomas. The upregulated and downregulated genes were associated with translation and cell-cycle processes, respectively. Methylation analysis revealed distinct methylated patterns in MYCN-amplified RB1-proficient tumors, many of which showing significant impact on gene expression. Data integration identified a 40-gene expression signature with hypermethylated state resulting in a significant downregulation in MYCN-amplified RB1-proficient retinoblastomas. Cross-validation using the entire cohort and the public domain expression data verified the overall lower expression of these genes not only in retinoblastomas with a MYCN-amplified RB1-proficient background, but also in MYCN-amplified neuroblastomas. These include the metabolism-associated TSTD1 gene and the cyclin-dependent kinase inhibitor gene CDKN2C.ConclusionsMYCN-amplified RB1-proficient retinoblastomas display significantly distinct molecular features compared with other retinoblastomas, including a set of 40 hypermethylation-driven downregulated genes. This gene set can give insight into the biology of MYCN-amplified retinoblastomas and may help us to understand the more aggressive clinical behavior.

Project description:Neuroblastoma derived from primitive sympathetic neural precursors is a common type of solid tumor in infants. MYCN proto?oncogene bHLH transcription factor (MYCN) amplification and 1p36 deletion are important factors associated with the poor prognosis of neuroblastoma. Expression levels of MYCN and c?MYB proto?oncogene transcription factor (c?myb) decline during the differentiation of neuroblastoma cells; E2F transcription factor 1 (E2F1) activates the MYCN promoter. However, the underlying mechanism of MYCN overexpression and amplification requires further investigation. In the present study, potential c?Myb target genes, and the effect of c?myb RNA interference (RNAi) on MYCN expression and amplification were investigated in MYCN?amplified neuroblastoma cell lines. The mRNA expression levels and MYCN gene copy number in five neuroblastoma cell lines were determined by quantitative polymerase chain reaction. In addition, variations in potential target gene expression and MYCN gene copy number between pre? and post?c?myb RNAi treatment groups in MYCN?amplified Kelly, IMR32, SIMA and MHH?NB?11 cell lines, normalized to those of non?MYCN?amplified SH?SY5Y, were examined. To determine the associations between gene expression levels and chromosomal aberrations, MYCN amplification and 1p36 alterations in interphases/metaphases were analyzed using fluorescence in situ hybridization. Statistical analyses revealed correlations between 1p36 alterations and the expression of c?myb, MYB proto?oncogene like 2 (B?myb) and cyclin dependent kinase inhibitor 1A (p21). Additionally, the results of the present study also demonstrated that c?myb may be associated with E2F1 and L3MBTL1 histone methyl?lysine binding protein (L3MBTL1) expression, and that E2F1 may contribute to MYCN, B?myb, p21 and chromatin licensing and DNA replication factor 1 (hCdt1) expression, but to the repression of geminin (GMNN). On c?myb RNAi treatment, L3MBTL1 expression was silenced, while GMNN was upregulated, indicating G2/M arrest. In addition, MYCN gene copy number increased following treatment with c?myb RNAi. Notably, the present study also reported a 43.545% sequence identity between upstream of MYCN and Drosophila melanogaster amplification control element 3, suggesting that expression and/or amplification mechanisms of developmentally?regulated genes may be evolutionarily conserved. In conclusion, c?myb may be associated with regulating MYCN expression and amplification. c?myb, B?myb and p21 may also serve a role against chromosome 1p aberrations. Together, it was concluded that MYCN gene is amplified during S phase, potentially via a replication?based mechanism.

Dataset Information

Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas.

Publications

Gene expression and molecular pathway activation signatures of <i>MYCN</i>-amplified neuroblastomas.

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