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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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 |
doi_str_mv | 10.1016/j.molonc.2016.07.012 |
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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 <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”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5491-6482a93fbf105a03afa236b182d18e7800390ac7479f66fc5f9e8e6fd3026bc03</citedby><cites>FETCH-LOGICAL-c5491-6482a93fbf105a03afa236b182d18e7800390ac7479f66fc5f9e8e6fd3026bc03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5423212/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1574789116300813$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,1411,3537,11541,27901,27902,45550,45551,46027,46451,53766,53768,65306</link.rule.ids><linktorsrc>$$Uhttps://onlinelibrary.wiley.com/doi/abs/10.1016%2Fj.molonc.2016.07.012$$EView_record_in_Wiley-Blackwell$$FView_record_in_$$GWiley-Blackwell</linktorsrc><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27599694$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hallett, Robin M.</creatorcontrib><creatorcontrib>Seong, Alex B.K.</creatorcontrib><creatorcontrib>Kaplan, David R.</creatorcontrib><creatorcontrib>Irwin, Meredith S.</creatorcontrib><title>Transcript signatures that predict outcome and identify targetable pathways in MYCN-amplified neuroblastoma</title><title>Molecular oncology</title><addtitle>Mol Oncol</addtitle><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 <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><subject>Biomarkers</subject><subject>Cell Line, Tumor</subject><subject>Cohort Studies</subject><subject>Confounding (Statistics)</subject><subject>Confounding variables</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>DNA repair</subject><subject>Gene Amplification - drug effects</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Neoplastic - drug effects</subject><subject>Gene signatures</subject><subject>Humans</subject><subject>Medical prognosis</subject><subject>Metastasis</subject><subject>Molecular Targeted Therapy</subject><subject>MYCN</subject><subject>N-Myc Proto-Oncogene Protein - genetics</subject><subject>N-Myc Proto-Oncogene Protein - metabolism</subject><subject>Networks</subject><subject>Neuroblastoma</subject><subject>Neuroblastoma - drug therapy</subject><subject>Neuroblastoma - genetics</subject><subject>Neuroblastoma - pathology</subject><subject>Patients</subject><subject>Pediatrics</subject><subject>Phenotype</subject><subject>Poly(ADP-ribose) polymerase</subject><subject>Poly(ADP-ribose) Polymerase Inhibitors - pharmacology</subject><subject>Poly(ADP-ribose) Polymerases - metabolism</subject><subject>Probability</subject><subject>Prognosis</subject><subject>Reproducibility of Results</subject><subject>Ribose</subject><subject>RNA, Messenger - genetics</subject><subject>RNA, Messenger - metabolism</subject><subject>Signal Transduction - genetics</subject><subject>Subpopulations</subject><subject>Therapeutic applications</subject><subject>Transcription</subject><subject>Treatment Outcome</subject><subject>Tumors</subject><issn>1574-7891</issn><issn>1878-0261</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNqNkU9v1DAQxSMEoqXwDRCyxDmL7SROfEGqVvyTtvRSDpysiTPe9ZLYwXZa7bfHy5YCF8TJM_Lzm-f5FcVLRleMMvFmv5r86J1e8dytaLuijD8qzlnXdiXlgj3OddPWZdtJdlY8i3FPaSOkkE-LM942Mlf1efHtJoCLOtg5kWi3DtISMJK0g0TmgIPVifglaT8hATcQO6BL1hxIgrDFBP2IZIa0u4NDJNaRq6_rzyVM82iNxYE4XILvR4jJT_C8eGJgjPji_rwovrx_d7P-WG6uP3xaX25K3dSSlaLuOMjK9IbRBmgFBngletbxgXXYdpRWkoJu61YaIYxujMQOhRmq_O1e0-qieHvynZd-wkHnxAFGNQc7QTgoD1b9fePsTm39rWpqXnHGs8Hre4Pgvy8Yk9r7JbicWXEuJasbWdVZVZ9UOvgYA5qHCYyqIyK1VydE6ohI0VbRn-av_kz38OgXkyy4PAnu7IiH_zJVV9cbfuwZzekE-70CzHu-tRhU1BadzkAD6qQGb_-d8gfvqLsk</recordid><startdate>201611</startdate><enddate>201611</enddate><creator>Hallett, Robin M.</creator><creator>Seong, Alex B.K.</creator><creator>Kaplan, David R.</creator><creator>Irwin, Meredith S.</creator><general>Elsevier B.V</general><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>5PM</scope></search><sort><creationdate>201611</creationdate><title>Transcript signatures that predict outcome and identify targetable pathways in MYCN-amplified neuroblastoma</title><author>Hallett, Robin M. ; Seong, Alex B.K. ; Kaplan, David R. ; Irwin, Meredith S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5491-6482a93fbf105a03afa236b182d18e7800390ac7479f66fc5f9e8e6fd3026bc03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Biomarkers</topic><topic>Cell Line, Tumor</topic><topic>Cohort Studies</topic><topic>Confounding (Statistics)</topic><topic>Confounding variables</topic><topic>Deoxyribonucleic acid</topic><topic>DNA</topic><topic>DNA repair</topic><topic>Gene Amplification - drug effects</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Neoplastic - drug effects</topic><topic>Gene signatures</topic><topic>Humans</topic><topic>Medical prognosis</topic><topic>Metastasis</topic><topic>Molecular Targeted Therapy</topic><topic>MYCN</topic><topic>N-Myc Proto-Oncogene Protein - genetics</topic><topic>N-Myc Proto-Oncogene Protein - metabolism</topic><topic>Networks</topic><topic>Neuroblastoma</topic><topic>Neuroblastoma - drug therapy</topic><topic>Neuroblastoma - genetics</topic><topic>Neuroblastoma - pathology</topic><topic>Patients</topic><topic>Pediatrics</topic><topic>Phenotype</topic><topic>Poly(ADP-ribose) polymerase</topic><topic>Poly(ADP-ribose) Polymerase Inhibitors - pharmacology</topic><topic>Poly(ADP-ribose) Polymerases - metabolism</topic><topic>Probability</topic><topic>Prognosis</topic><topic>Reproducibility of Results</topic><topic>Ribose</topic><topic>RNA, Messenger - genetics</topic><topic>RNA, Messenger - metabolism</topic><topic>Signal Transduction - genetics</topic><topic>Subpopulations</topic><topic>Therapeutic applications</topic><topic>Transcription</topic><topic>Treatment Outcome</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hallett, Robin M.</creatorcontrib><creatorcontrib>Seong, Alex B.K.</creatorcontrib><creatorcontrib>Kaplan, David R.</creatorcontrib><creatorcontrib>Irwin, Meredith S.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Molecular oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Hallett, Robin M.</au><au>Seong, Alex B.K.</au><au>Kaplan, David R.</au><au>Irwin, Meredith S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcript signatures that predict outcome and identify targetable pathways in MYCN-amplified neuroblastoma</atitle><jtitle>Molecular oncology</jtitle><addtitle>Mol Oncol</addtitle><date>2016-11</date><risdate>2016</risdate><volume>10</volume><issue>9</issue><spage>1461</spage><epage>1472</epage><pages>1461-1472</pages><issn>1574-7891</issn><eissn>1878-0261</eissn><abstract>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 <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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