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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2015
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.
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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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