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DNA methylation signature is prognostic of choroid plexus tumor aggressiveness
BACKGROUND: Histological grading of choroid plexus tumors (CPTs) remains the best prognostic tool to distinguish between aggressive choroid plexus carcinoma (CPC) and the more benign choroid plexus papilloma (CPP) or atypical choroid plexus papilloma (aCPP); however, these distinctions can be challe...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692938/ https://www.ncbi.nlm.nih.gov/pubmed/31409384 http://dx.doi.org/10.1186/s13148-019-0708-z |
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author | Pienkowska, Malgorzata Choufani, Sanaa Turinsky, Andrei L. Guha, Tanya Merino, Diana M. Novokmet, Ana Brudno, Michael Weksberg, Rosanna Shlien, Adam Hawkins, Cynthia Bouffet, Eric Tabori, Uri Gilbertson, Richard Finlay, Jonathan L. Jabado, Nada Thomas, Christian Sill, Martin Capper, David Hasselblatt, Martin Malkin, David |
author_facet | Pienkowska, Malgorzata Choufani, Sanaa Turinsky, Andrei L. Guha, Tanya Merino, Diana M. Novokmet, Ana Brudno, Michael Weksberg, Rosanna Shlien, Adam Hawkins, Cynthia Bouffet, Eric Tabori, Uri Gilbertson, Richard Finlay, Jonathan L. Jabado, Nada Thomas, Christian Sill, Martin Capper, David Hasselblatt, Martin Malkin, David |
author_sort | Pienkowska, Malgorzata |
collection | PubMed |
description | BACKGROUND: Histological grading of choroid plexus tumors (CPTs) remains the best prognostic tool to distinguish between aggressive choroid plexus carcinoma (CPC) and the more benign choroid plexus papilloma (CPP) or atypical choroid plexus papilloma (aCPP); however, these distinctions can be challenging. Standard treatment of CPC is very aggressive and often leads to severe damage to the young child’s brain. Therefore, it is crucial to distinguish between CPC and less aggressive entities (CPP or aCPP) to avoid unnecessary exposure of the young patient to neurotoxic therapy. To better stratify CPTs, we utilized DNA methylation (DNAm) to identify prognostic epigenetic biomarkers for CPCs. METHODS: We obtained DNA methylation profiles of 34 CPTs using the HumanMethylation450 BeadChip from Illumina, and the data was analyzed using the Illumina Genome Studio analysis software. Validation of differentially methylated CpG sites chosen as biomarkers was performed using pyrosequencing analysis on additional 22 CPTs. Sensitivity testing of the CPC DNAm signature was performed on a replication cohort of 61 CPT tumors obtained from Neuropathology, University Hospital Münster, Germany. RESULTS: Generated genome-wide DNAm profiles of CPTs showed significant differences in DNAm between CPCs and the CPPs or aCPPs. The prediction of clinical outcome could be improved by combining the DNAm profile with the mutational status of TP53. CPCs with homozygous TP53 mutations clustered as a group separate from those carrying a heterozygous TP53 mutation or CPCs with wild type TP53 (TP53-wt) and showed the worst survival outcome. Specific DNAm signatures for CPCs revealed AK1, PER2, and PLSCR4 as potential biomarkers for CPC that can be used to improve molecular stratification for diagnosis and treatment. CONCLUSIONS: We demonstrate that combining specific DNAm signature for CPCs with histological approaches better differentiate aggressive tumors from those that are not life threatening. These findings have important implications for future prognostic risk prediction in clinical disease management. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-019-0708-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6692938 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66929382019-08-15 DNA methylation signature is prognostic of choroid plexus tumor aggressiveness Pienkowska, Malgorzata Choufani, Sanaa Turinsky, Andrei L. Guha, Tanya Merino, Diana M. Novokmet, Ana Brudno, Michael Weksberg, Rosanna Shlien, Adam Hawkins, Cynthia Bouffet, Eric Tabori, Uri Gilbertson, Richard Finlay, Jonathan L. Jabado, Nada Thomas, Christian Sill, Martin Capper, David Hasselblatt, Martin Malkin, David Clin Epigenetics Research BACKGROUND: Histological grading of choroid plexus tumors (CPTs) remains the best prognostic tool to distinguish between aggressive choroid plexus carcinoma (CPC) and the more benign choroid plexus papilloma (CPP) or atypical choroid plexus papilloma (aCPP); however, these distinctions can be challenging. Standard treatment of CPC is very aggressive and often leads to severe damage to the young child’s brain. Therefore, it is crucial to distinguish between CPC and less aggressive entities (CPP or aCPP) to avoid unnecessary exposure of the young patient to neurotoxic therapy. To better stratify CPTs, we utilized DNA methylation (DNAm) to identify prognostic epigenetic biomarkers for CPCs. METHODS: We obtained DNA methylation profiles of 34 CPTs using the HumanMethylation450 BeadChip from Illumina, and the data was analyzed using the Illumina Genome Studio analysis software. Validation of differentially methylated CpG sites chosen as biomarkers was performed using pyrosequencing analysis on additional 22 CPTs. Sensitivity testing of the CPC DNAm signature was performed on a replication cohort of 61 CPT tumors obtained from Neuropathology, University Hospital Münster, Germany. RESULTS: Generated genome-wide DNAm profiles of CPTs showed significant differences in DNAm between CPCs and the CPPs or aCPPs. The prediction of clinical outcome could be improved by combining the DNAm profile with the mutational status of TP53. CPCs with homozygous TP53 mutations clustered as a group separate from those carrying a heterozygous TP53 mutation or CPCs with wild type TP53 (TP53-wt) and showed the worst survival outcome. Specific DNAm signatures for CPCs revealed AK1, PER2, and PLSCR4 as potential biomarkers for CPC that can be used to improve molecular stratification for diagnosis and treatment. CONCLUSIONS: We demonstrate that combining specific DNAm signature for CPCs with histological approaches better differentiate aggressive tumors from those that are not life threatening. These findings have important implications for future prognostic risk prediction in clinical disease management. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-019-0708-z) contains supplementary material, which is available to authorized users. BioMed Central 2019-08-13 /pmc/articles/PMC6692938/ /pubmed/31409384 http://dx.doi.org/10.1186/s13148-019-0708-z Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Pienkowska, Malgorzata Choufani, Sanaa Turinsky, Andrei L. Guha, Tanya Merino, Diana M. Novokmet, Ana Brudno, Michael Weksberg, Rosanna Shlien, Adam Hawkins, Cynthia Bouffet, Eric Tabori, Uri Gilbertson, Richard Finlay, Jonathan L. Jabado, Nada Thomas, Christian Sill, Martin Capper, David Hasselblatt, Martin Malkin, David DNA methylation signature is prognostic of choroid plexus tumor aggressiveness |
title | DNA methylation signature is prognostic of choroid plexus tumor aggressiveness |
title_full | DNA methylation signature is prognostic of choroid plexus tumor aggressiveness |
title_fullStr | DNA methylation signature is prognostic of choroid plexus tumor aggressiveness |
title_full_unstemmed | DNA methylation signature is prognostic of choroid plexus tumor aggressiveness |
title_short | DNA methylation signature is prognostic of choroid plexus tumor aggressiveness |
title_sort | dna methylation signature is prognostic of choroid plexus tumor aggressiveness |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692938/ https://www.ncbi.nlm.nih.gov/pubmed/31409384 http://dx.doi.org/10.1186/s13148-019-0708-z |
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