Transcript signatures that predict outcome and identify targetable pathways in MYCN-amplified neuroblastoma

In the pediatric cancer neuroblastoma (NB), patients are stratified into low, intermediate or high-risk subsets based in part on MYCN amplification status. While MYCN amplification in general predicts unfavorable outcome, no clinical or genomic factors have been identified that predict outcome withi...

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Veröffentlicht in:Molecular oncology 2016-11, Vol.10 (9), p.1461-1472
Hauptverfasser: Hallett, Robin M., Seong, Alex B.K., Kaplan, David R., Irwin, Meredith S.
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container_issue 9
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container_title Molecular oncology
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creator Hallett, Robin M.
Seong, Alex B.K.
Kaplan, David R.
Irwin, Meredith S.
description In the pediatric cancer neuroblastoma (NB), patients are stratified into low, intermediate or high-risk subsets based in part on MYCN amplification status. While MYCN amplification in general predicts unfavorable outcome, no clinical or genomic factors have been identified that predict outcome within these cohorts of high-risk patients. In particular, it is currently not possible at diagnosis to determine which high-risk neuroblastoma patients will ultimately fail upfront therapy. We analyzed the prognostic potential of most published gene expression signatures for NB and developed a new prognostic signature to predict outcome for patients with MYCN amplification. Network and pathway analyses identified candidate therapeutic targets for this MYCN-amplified patient subset with poor outcome. Most signatures have a high capacity to predict outcome of unselected NB patients. However, the majority of published signatures, as well as most randomly generated signatures, are highly confounded by MYCN amplification, and fail to predict outcome in subpopulations of high-risk patients with MYCN-amplified NB. We identify a MYCN module signature that predicts patient outcome for those with MYCN-amplified tumors, that also predicts potential tractable therapeutic signaling pathways and targets including the DNA repair enzyme Poly [ADP-ribose] polymerase 1 (PARP1). Many prognostic signatures for NB are confounded by MYCN amplification and fail to predict outcome for the subset of high-risk patients with MYCN amplification. We report a MYCN module signature that is associated with distinct patient outcomes, and predicts candidate therapeutic targets in DNA repair pathways, including PARP1 in MYCN-amplified NB. •Long-term survival for patients with high-risk neuroblastoma is
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While MYCN amplification in general predicts unfavorable outcome, no clinical or genomic factors have been identified that predict outcome within these cohorts of high-risk patients. In particular, it is currently not possible at diagnosis to determine which high-risk neuroblastoma patients will ultimately fail upfront therapy. We analyzed the prognostic potential of most published gene expression signatures for NB and developed a new prognostic signature to predict outcome for patients with MYCN amplification. Network and pathway analyses identified candidate therapeutic targets for this MYCN-amplified patient subset with poor outcome. Most signatures have a high capacity to predict outcome of unselected NB patients. However, the majority of published signatures, as well as most randomly generated signatures, are highly confounded by MYCN amplification, and fail to predict outcome in subpopulations of high-risk patients with MYCN-amplified NB. We identify a MYCN module signature that predicts patient outcome for those with MYCN-amplified tumors, that also predicts potential tractable therapeutic signaling pathways and targets including the DNA repair enzyme Poly [ADP-ribose] polymerase 1 (PARP1). Many prognostic signatures for NB are confounded by MYCN amplification and fail to predict outcome for the subset of high-risk patients with MYCN amplification. We report a MYCN module signature that is associated with distinct patient outcomes, and predicts candidate therapeutic targets in DNA repair pathways, including PARP1 in MYCN-amplified NB. •Long-term survival for patients with high-risk neuroblastoma is &lt;40%.•Almost ½ of high risk patients have tumors that harbor MYCN amplification (MYCNA).•Published neuroblastoma gene signatures are not prognostic for MYCNA subsets.•Novel signature identified to predict outcome for MYCNA patients.•MYCNA signature module identifies PARP-1 as a therapeutic target.</description><identifier>ISSN: 1574-7891</identifier><identifier>EISSN: 1878-0261</identifier><identifier>DOI: 10.1016/j.molonc.2016.07.012</identifier><identifier>PMID: 27599694</identifier><language>eng</language><publisher>United States: Elsevier B.V</publisher><subject>Biomarkers ; Cell Line, Tumor ; Cohort Studies ; Confounding (Statistics) ; Confounding variables ; Deoxyribonucleic acid ; DNA ; DNA repair ; Gene Amplification - drug effects ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Neoplastic - drug effects ; Gene signatures ; Humans ; Medical prognosis ; Metastasis ; Molecular Targeted Therapy ; MYCN ; N-Myc Proto-Oncogene Protein - genetics ; N-Myc Proto-Oncogene Protein - metabolism ; Networks ; Neuroblastoma ; Neuroblastoma - drug therapy ; Neuroblastoma - genetics ; Neuroblastoma - pathology ; Patients ; Pediatrics ; Phenotype ; Poly(ADP-ribose) polymerase ; Poly(ADP-ribose) Polymerase Inhibitors - pharmacology ; Poly(ADP-ribose) Polymerases - metabolism ; Probability ; Prognosis ; Reproducibility of Results ; Ribose ; RNA, Messenger - genetics ; RNA, Messenger - metabolism ; Signal Transduction - genetics ; Subpopulations ; Therapeutic applications ; Transcription ; Treatment Outcome ; Tumors</subject><ispartof>Molecular oncology, 2016-11, Vol.10 (9), p.1461-1472</ispartof><rights>2016 Federation of European Biochemical Societies</rights><rights>Copyright © 2016 Federation of European Biochemical Societies. Published by Elsevier B.V. All rights reserved.</rights><rights>2016. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). 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While MYCN amplification in general predicts unfavorable outcome, no clinical or genomic factors have been identified that predict outcome within these cohorts of high-risk patients. In particular, it is currently not possible at diagnosis to determine which high-risk neuroblastoma patients will ultimately fail upfront therapy. We analyzed the prognostic potential of most published gene expression signatures for NB and developed a new prognostic signature to predict outcome for patients with MYCN amplification. Network and pathway analyses identified candidate therapeutic targets for this MYCN-amplified patient subset with poor outcome. Most signatures have a high capacity to predict outcome of unselected NB patients. However, the majority of published signatures, as well as most randomly generated signatures, are highly confounded by MYCN amplification, and fail to predict outcome in subpopulations of high-risk patients with MYCN-amplified NB. We identify a MYCN module signature that predicts patient outcome for those with MYCN-amplified tumors, that also predicts potential tractable therapeutic signaling pathways and targets including the DNA repair enzyme Poly [ADP-ribose] polymerase 1 (PARP1). Many prognostic signatures for NB are confounded by MYCN amplification and fail to predict outcome for the subset of high-risk patients with MYCN amplification. 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While MYCN amplification in general predicts unfavorable outcome, no clinical or genomic factors have been identified that predict outcome within these cohorts of high-risk patients. In particular, it is currently not possible at diagnosis to determine which high-risk neuroblastoma patients will ultimately fail upfront therapy. We analyzed the prognostic potential of most published gene expression signatures for NB and developed a new prognostic signature to predict outcome for patients with MYCN amplification. Network and pathway analyses identified candidate therapeutic targets for this MYCN-amplified patient subset with poor outcome. Most signatures have a high capacity to predict outcome of unselected NB patients. However, the majority of published signatures, as well as most randomly generated signatures, are highly confounded by MYCN amplification, and fail to predict outcome in subpopulations of high-risk patients with MYCN-amplified NB. We identify a MYCN module signature that predicts patient outcome for those with MYCN-amplified tumors, that also predicts potential tractable therapeutic signaling pathways and targets including the DNA repair enzyme Poly [ADP-ribose] polymerase 1 (PARP1). Many prognostic signatures for NB are confounded by MYCN amplification and fail to predict outcome for the subset of high-risk patients with MYCN amplification. We report a MYCN module signature that is associated with distinct patient outcomes, and predicts candidate therapeutic targets in DNA repair pathways, including PARP1 in MYCN-amplified NB. •Long-term survival for patients with high-risk neuroblastoma is &lt;40%.•Almost ½ of high risk patients have tumors that harbor MYCN amplification (MYCNA).•Published neuroblastoma gene signatures are not prognostic for MYCNA subsets.•Novel signature identified to predict outcome for MYCNA patients.•MYCNA signature module identifies PARP-1 as a therapeutic target.</abstract><cop>United States</cop><pub>Elsevier B.V</pub><pmid>27599694</pmid><doi>10.1016/j.molonc.2016.07.012</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record>
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subjects Biomarkers
Cell Line, Tumor
Cohort Studies
Confounding (Statistics)
Confounding variables
Deoxyribonucleic acid
DNA
DNA repair
Gene Amplification - drug effects
Gene expression
Gene Expression Profiling
Gene Expression Regulation, Neoplastic - drug effects
Gene signatures
Humans
Medical prognosis
Metastasis
Molecular Targeted Therapy
MYCN
N-Myc Proto-Oncogene Protein - genetics
N-Myc Proto-Oncogene Protein - metabolism
Networks
Neuroblastoma
Neuroblastoma - drug therapy
Neuroblastoma - genetics
Neuroblastoma - pathology
Patients
Pediatrics
Phenotype
Poly(ADP-ribose) polymerase
Poly(ADP-ribose) Polymerase Inhibitors - pharmacology
Poly(ADP-ribose) Polymerases - metabolism
Probability
Prognosis
Reproducibility of Results
Ribose
RNA, Messenger - genetics
RNA, Messenger - metabolism
Signal Transduction - genetics
Subpopulations
Therapeutic applications
Transcription
Treatment Outcome
Tumors
title Transcript signatures that predict outcome and identify targetable pathways in MYCN-amplified neuroblastoma
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