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In silico discovery of a FOXM1 driven embryonal signaling pathway in therapy resistant neuroblastoma tumors.
- Source :
-
Scientific reports [Sci Rep] 2018 Nov 30; Vol. 8 (1), pp. 17468. Date of Electronic Publication: 2018 Nov 30. - Publication Year :
- 2018
-
Abstract
- 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.
- Subjects :
- Animals
Antineoplastic Agents chemistry
Antineoplastic Agents therapeutic use
Cell Cycle genetics
Computer Simulation
DNA Damage genetics
Drug Design
Embryonic Stem Cells metabolism
Embryonic Stem Cells pathology
Genes, myc
Humans
Mice
Mice, Transgenic
Neoplastic Stem Cells metabolism
Neoplastic Stem Cells pathology
Neuroblastoma genetics
Neuroblastoma pathology
Prognosis
Forkhead Box Protein M1 metabolism
Neuroblastoma drug therapy
Neuroblastoma metabolism
Signal Transduction
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 8
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 30504901
- Full Text :
- https://doi.org/10.1038/s41598-018-35868-5