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Methylation-based reclassification and risk stratification of skull-base chordomas

BACKGROUND: Skull-base chordomas are rare malignant bone cancers originating from the remnant of the notochord. Survival is variable, and clinical or molecular factors cannot reliably predict their outcomes. This study therefore identified epigenetic subtypes that defined new chordoma epigenetic pro...

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Autores principales: Huo, Xulei, Guo, Tengxian, Wang, Ke, Yao, Bohan, Li, Da, Li, Huan, Chen, Wei, Wang, Liang, Wu, Zhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691996/
https://www.ncbi.nlm.nih.gov/pubmed/36439461
http://dx.doi.org/10.3389/fonc.2022.960005
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author Huo, Xulei
Guo, Tengxian
Wang, Ke
Yao, Bohan
Li, Da
Li, Huan
Chen, Wei
Wang, Liang
Wu, Zhen
author_facet Huo, Xulei
Guo, Tengxian
Wang, Ke
Yao, Bohan
Li, Da
Li, Huan
Chen, Wei
Wang, Liang
Wu, Zhen
author_sort Huo, Xulei
collection PubMed
description BACKGROUND: Skull-base chordomas are rare malignant bone cancers originating from the remnant of the notochord. Survival is variable, and clinical or molecular factors cannot reliably predict their outcomes. This study therefore identified epigenetic subtypes that defined new chordoma epigenetic profiles and their corresponding characteristics. METHODS: Methylation profiles of 46 chordoma-resected neoplasms between 2008 and 2014, along with clinical information, were collected. K-means consensus clustering and principal component analysis were used to identify and validate the clusters. Single-sample gene set enrichment analysis, methylCIBERSORT algorithm, and copy number analysis were used to identify the characteristics of the clusters. RESULTS: Unsupervised clustering analysis confirmed two clusters with a progression-free survival difference. Gene set enrichment analysis indicated that the early and late estrogen response pathways and the hypoxia pathway were activated whereas the inflammatory and interferon gamma responses were suppressed. Forty-six potential therapeutic targets corresponding to differentially methylated sites were identified from chordoma patients. Subgroups with a worse outcome were characterized by low immune cell infiltration, higher tumor purity, and higher stemness indices. Moreover, copy number amplifications mostly occurred in cluster 1 tumors and the high-risk group. Additionally, the presence of a CCNE1 deletion was exclusively found in the group of chordoma patients with better outcome, whereas RB1 and CDKN2A/2B deletions were mainly found in the group of chordoma patients with worse outcome. CONCLUSIONS: Chordoma prognostic epigenetic subtypes were identified, and their corresponding characteristics were found to be variable.
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spelling pubmed-96919962022-11-26 Methylation-based reclassification and risk stratification of skull-base chordomas Huo, Xulei Guo, Tengxian Wang, Ke Yao, Bohan Li, Da Li, Huan Chen, Wei Wang, Liang Wu, Zhen Front Oncol Oncology BACKGROUND: Skull-base chordomas are rare malignant bone cancers originating from the remnant of the notochord. Survival is variable, and clinical or molecular factors cannot reliably predict their outcomes. This study therefore identified epigenetic subtypes that defined new chordoma epigenetic profiles and their corresponding characteristics. METHODS: Methylation profiles of 46 chordoma-resected neoplasms between 2008 and 2014, along with clinical information, were collected. K-means consensus clustering and principal component analysis were used to identify and validate the clusters. Single-sample gene set enrichment analysis, methylCIBERSORT algorithm, and copy number analysis were used to identify the characteristics of the clusters. RESULTS: Unsupervised clustering analysis confirmed two clusters with a progression-free survival difference. Gene set enrichment analysis indicated that the early and late estrogen response pathways and the hypoxia pathway were activated whereas the inflammatory and interferon gamma responses were suppressed. Forty-six potential therapeutic targets corresponding to differentially methylated sites were identified from chordoma patients. Subgroups with a worse outcome were characterized by low immune cell infiltration, higher tumor purity, and higher stemness indices. Moreover, copy number amplifications mostly occurred in cluster 1 tumors and the high-risk group. Additionally, the presence of a CCNE1 deletion was exclusively found in the group of chordoma patients with better outcome, whereas RB1 and CDKN2A/2B deletions were mainly found in the group of chordoma patients with worse outcome. CONCLUSIONS: Chordoma prognostic epigenetic subtypes were identified, and their corresponding characteristics were found to be variable. Frontiers Media S.A. 2022-11-11 /pmc/articles/PMC9691996/ /pubmed/36439461 http://dx.doi.org/10.3389/fonc.2022.960005 Text en Copyright © 2022 Huo, Guo, Wang, Yao, Li, Li, Chen, Wang and Wu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Huo, Xulei
Guo, Tengxian
Wang, Ke
Yao, Bohan
Li, Da
Li, Huan
Chen, Wei
Wang, Liang
Wu, Zhen
Methylation-based reclassification and risk stratification of skull-base chordomas
title Methylation-based reclassification and risk stratification of skull-base chordomas
title_full Methylation-based reclassification and risk stratification of skull-base chordomas
title_fullStr Methylation-based reclassification and risk stratification of skull-base chordomas
title_full_unstemmed Methylation-based reclassification and risk stratification of skull-base chordomas
title_short Methylation-based reclassification and risk stratification of skull-base chordomas
title_sort methylation-based reclassification and risk stratification of skull-base chordomas
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691996/
https://www.ncbi.nlm.nih.gov/pubmed/36439461
http://dx.doi.org/10.3389/fonc.2022.960005
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