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DNA methylation, combined with RNA sequencing, provide novel insight into molecular classification of chordomas and their microenvironment
Chordomas are rare tumors of notochord remnants, occurring mainly in the sacrum and skull base. Despite of their unusually slow growth, chordomas are highly invasive and the involvement of adjacent critical structures causes treatment challenges. Due to the low incidence, the molecular pathogenesis...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10337070/ https://www.ncbi.nlm.nih.gov/pubmed/37434245 http://dx.doi.org/10.1186/s40478-023-01610-0 |
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author | Baluszek, Szymon Kober, Paulina Rusetska, Natalia Wągrodzki, Michał Mandat, Tomasz Kunicki, Jacek Bujko, Mateusz |
author_facet | Baluszek, Szymon Kober, Paulina Rusetska, Natalia Wągrodzki, Michał Mandat, Tomasz Kunicki, Jacek Bujko, Mateusz |
author_sort | Baluszek, Szymon |
collection | PubMed |
description | Chordomas are rare tumors of notochord remnants, occurring mainly in the sacrum and skull base. Despite of their unusually slow growth, chordomas are highly invasive and the involvement of adjacent critical structures causes treatment challenges. Due to the low incidence, the molecular pathogenesis of this entity remains largely unknown. This study aimed to investigate DNA methylation abnormalities and their impact on gene expression profiles in skull base chordomas. 32 tumor and 4 normal nucleus pulposus samples were subjected to DNA methylation and gene expression profiling with methylation microarrays and RNA sequencing. Genome-wide DNA methylation analysis revealed two distinct clusters for chordoma (termed subtypes C and I) with different patterns of aberrant DNA methylation. C Chordomas were characterized by general hypomethylation with hypermethylation of CpG islands, while I chordomas were generally hypermethylated. These differences were reflected by distinct distribution of differentially methylated probes (DMPs). Differentially methylated regions (DMRs) were identified, indicating aberrant methylation in known tumor-related genes in booth chordoma subtypes and regions encoding small RNAs in subtype C chordomas. Correlation between methylation and expression was observed in a minority of genes. Upregulation of TBXT in chordomas appeared to be related to lower methylation of tumor-specific DMR in gene promoter. Gene expression-based clusters of tumor samples did not overlap with DNA methylation-based subtypes. Nevertheless, they differ in transcriptomic profile that shows immune infiltration in I chordomas and up-regulation of cell cycle in C chordomas. Immune enrichment in chordomas I was confirmed with 3 independent deconvolution methods and immunohistochemistry. Copy number analysis showed higher chromosomal instability in C chordomas. Nine out of eight had deletion of CDKN2A/B loci and downregulation of genes encoded in related chromosomal band. No significant difference in patients’ survival was observed between tumor subtypes, however, shorter survival was observed in patients with higher number of copy number alterations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-023-01610-0. |
format | Online Article Text |
id | pubmed-10337070 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103370702023-07-13 DNA methylation, combined with RNA sequencing, provide novel insight into molecular classification of chordomas and their microenvironment Baluszek, Szymon Kober, Paulina Rusetska, Natalia Wągrodzki, Michał Mandat, Tomasz Kunicki, Jacek Bujko, Mateusz Acta Neuropathol Commun Research Chordomas are rare tumors of notochord remnants, occurring mainly in the sacrum and skull base. Despite of their unusually slow growth, chordomas are highly invasive and the involvement of adjacent critical structures causes treatment challenges. Due to the low incidence, the molecular pathogenesis of this entity remains largely unknown. This study aimed to investigate DNA methylation abnormalities and their impact on gene expression profiles in skull base chordomas. 32 tumor and 4 normal nucleus pulposus samples were subjected to DNA methylation and gene expression profiling with methylation microarrays and RNA sequencing. Genome-wide DNA methylation analysis revealed two distinct clusters for chordoma (termed subtypes C and I) with different patterns of aberrant DNA methylation. C Chordomas were characterized by general hypomethylation with hypermethylation of CpG islands, while I chordomas were generally hypermethylated. These differences were reflected by distinct distribution of differentially methylated probes (DMPs). Differentially methylated regions (DMRs) were identified, indicating aberrant methylation in known tumor-related genes in booth chordoma subtypes and regions encoding small RNAs in subtype C chordomas. Correlation between methylation and expression was observed in a minority of genes. Upregulation of TBXT in chordomas appeared to be related to lower methylation of tumor-specific DMR in gene promoter. Gene expression-based clusters of tumor samples did not overlap with DNA methylation-based subtypes. Nevertheless, they differ in transcriptomic profile that shows immune infiltration in I chordomas and up-regulation of cell cycle in C chordomas. Immune enrichment in chordomas I was confirmed with 3 independent deconvolution methods and immunohistochemistry. Copy number analysis showed higher chromosomal instability in C chordomas. Nine out of eight had deletion of CDKN2A/B loci and downregulation of genes encoded in related chromosomal band. No significant difference in patients’ survival was observed between tumor subtypes, however, shorter survival was observed in patients with higher number of copy number alterations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-023-01610-0. BioMed Central 2023-07-11 /pmc/articles/PMC10337070/ /pubmed/37434245 http://dx.doi.org/10.1186/s40478-023-01610-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Baluszek, Szymon Kober, Paulina Rusetska, Natalia Wągrodzki, Michał Mandat, Tomasz Kunicki, Jacek Bujko, Mateusz DNA methylation, combined with RNA sequencing, provide novel insight into molecular classification of chordomas and their microenvironment |
title | DNA methylation, combined with RNA sequencing, provide novel insight into molecular classification of chordomas and their microenvironment |
title_full | DNA methylation, combined with RNA sequencing, provide novel insight into molecular classification of chordomas and their microenvironment |
title_fullStr | DNA methylation, combined with RNA sequencing, provide novel insight into molecular classification of chordomas and their microenvironment |
title_full_unstemmed | DNA methylation, combined with RNA sequencing, provide novel insight into molecular classification of chordomas and their microenvironment |
title_short | DNA methylation, combined with RNA sequencing, provide novel insight into molecular classification of chordomas and their microenvironment |
title_sort | dna methylation, combined with rna sequencing, provide novel insight into molecular classification of chordomas and their microenvironment |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10337070/ https://www.ncbi.nlm.nih.gov/pubmed/37434245 http://dx.doi.org/10.1186/s40478-023-01610-0 |
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