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Methyl-CpG-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma
Accurate assessment of neuroblastoma outcome prediction remains challenging. Therefore, this study aims at establishing novel prognostic tumor DNA methylation biomarkers. In total, 396 low- and high-risk primary tumors were analyzed, of which 87 were profiled using methyl-CpG-binding domain (MBD) se...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4811509/ https://www.ncbi.nlm.nih.gov/pubmed/26646589 |
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author | Decock, Anneleen Ongenaert, Maté Cannoodt, Robrecht Verniers, Kimberly De Wilde, Bram Laureys, Geneviève Van Roy, Nadine Berbegall, Ana P. Bienertova-Vasku, Julie Bown, Nick Clément, Nathalie Combaret, Valérie Haber, Michelle Hoyoux, Claire Murray, Jayne Noguera, Rosa Pierron, Gaelle Schleiermacher, Gudrun Schulte, Johannes H. Stallings, Ray L. Tweddle, Deborah A. De Preter, Katleen Speleman, Frank Vandesompele, Jo |
author_facet | Decock, Anneleen Ongenaert, Maté Cannoodt, Robrecht Verniers, Kimberly De Wilde, Bram Laureys, Geneviève Van Roy, Nadine Berbegall, Ana P. Bienertova-Vasku, Julie Bown, Nick Clément, Nathalie Combaret, Valérie Haber, Michelle Hoyoux, Claire Murray, Jayne Noguera, Rosa Pierron, Gaelle Schleiermacher, Gudrun Schulte, Johannes H. Stallings, Ray L. Tweddle, Deborah A. De Preter, Katleen Speleman, Frank Vandesompele, Jo |
author_sort | Decock, Anneleen |
collection | PubMed |
description | Accurate assessment of neuroblastoma outcome prediction remains challenging. Therefore, this study aims at establishing novel prognostic tumor DNA methylation biomarkers. In total, 396 low- and high-risk primary tumors were analyzed, of which 87 were profiled using methyl-CpG-binding domain (MBD) sequencing for differential methylation analysis between prognostic patient groups. Subsequently, methylation-specific PCR (MSP) assays were developed for 78 top-ranking differentially methylated regions and tested on two independent cohorts of 132 and 177 samples, respectively. Further, a new statistical framework was used to identify a robust set of MSP assays of which the methylation score (i.e. the percentage of methylated assays) allows accurate outcome prediction. Survival analyses were performed on the individual target level, as well as on the combined multimarker signature. As a result of the differential DNA methylation assessment by MBD sequencing, 58 of the 78 MSP assays were designed in regions previously unexplored in neuroblastoma, and 36 are located in non-promoter or non-coding regions. In total, 5 individual MSP assays (located in CCDC177, NXPH1, lnc-MRPL3-2, lnc-TREX1-1 and one on a region from chromosome 8 with no further annotation) predict event-free survival and 4 additional assays (located in SPRED3, TNFAIP2, NPM2 and CYYR1) also predict overall survival. Furthermore, a robust 58-marker methylation signature predicting overall and event-free survival was established. In conclusion, this study encompasses the largest DNA methylation biomarker study in neuroblastoma so far. We identified and independently validated several novel prognostic biomarkers, as well as a prognostic 58-marker methylation signature. |
format | Online Article Text |
id | pubmed-4811509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-48115092016-04-25 Methyl-CpG-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma Decock, Anneleen Ongenaert, Maté Cannoodt, Robrecht Verniers, Kimberly De Wilde, Bram Laureys, Geneviève Van Roy, Nadine Berbegall, Ana P. Bienertova-Vasku, Julie Bown, Nick Clément, Nathalie Combaret, Valérie Haber, Michelle Hoyoux, Claire Murray, Jayne Noguera, Rosa Pierron, Gaelle Schleiermacher, Gudrun Schulte, Johannes H. Stallings, Ray L. Tweddle, Deborah A. De Preter, Katleen Speleman, Frank Vandesompele, Jo Oncotarget Research Paper Accurate assessment of neuroblastoma outcome prediction remains challenging. Therefore, this study aims at establishing novel prognostic tumor DNA methylation biomarkers. In total, 396 low- and high-risk primary tumors were analyzed, of which 87 were profiled using methyl-CpG-binding domain (MBD) sequencing for differential methylation analysis between prognostic patient groups. Subsequently, methylation-specific PCR (MSP) assays were developed for 78 top-ranking differentially methylated regions and tested on two independent cohorts of 132 and 177 samples, respectively. Further, a new statistical framework was used to identify a robust set of MSP assays of which the methylation score (i.e. the percentage of methylated assays) allows accurate outcome prediction. Survival analyses were performed on the individual target level, as well as on the combined multimarker signature. As a result of the differential DNA methylation assessment by MBD sequencing, 58 of the 78 MSP assays were designed in regions previously unexplored in neuroblastoma, and 36 are located in non-promoter or non-coding regions. In total, 5 individual MSP assays (located in CCDC177, NXPH1, lnc-MRPL3-2, lnc-TREX1-1 and one on a region from chromosome 8 with no further annotation) predict event-free survival and 4 additional assays (located in SPRED3, TNFAIP2, NPM2 and CYYR1) also predict overall survival. Furthermore, a robust 58-marker methylation signature predicting overall and event-free survival was established. In conclusion, this study encompasses the largest DNA methylation biomarker study in neuroblastoma so far. We identified and independently validated several novel prognostic biomarkers, as well as a prognostic 58-marker methylation signature. Impact Journals LLC 2015-12-06 /pmc/articles/PMC4811509/ /pubmed/26646589 Text en Copyright: © 2016 Decock et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Decock, Anneleen Ongenaert, Maté Cannoodt, Robrecht Verniers, Kimberly De Wilde, Bram Laureys, Geneviève Van Roy, Nadine Berbegall, Ana P. Bienertova-Vasku, Julie Bown, Nick Clément, Nathalie Combaret, Valérie Haber, Michelle Hoyoux, Claire Murray, Jayne Noguera, Rosa Pierron, Gaelle Schleiermacher, Gudrun Schulte, Johannes H. Stallings, Ray L. Tweddle, Deborah A. De Preter, Katleen Speleman, Frank Vandesompele, Jo Methyl-CpG-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma |
title | Methyl-CpG-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma |
title_full | Methyl-CpG-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma |
title_fullStr | Methyl-CpG-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma |
title_full_unstemmed | Methyl-CpG-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma |
title_short | Methyl-CpG-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma |
title_sort | methyl-cpg-binding domain sequencing reveals a prognostic methylation signature in neuroblastoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4811509/ https://www.ncbi.nlm.nih.gov/pubmed/26646589 |
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