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DNA methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma
Growing evidences indicate DNA methylation plays a crucial regulatory role in inflammation, innate immunity, and immunotherapy. However, the overall landscape of various DNA methylation regulatory genes and their relationship with the infiltration of immune cells into the tumor microenvironment (TME...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9596205/ https://www.ncbi.nlm.nih.gov/pubmed/36152044 http://dx.doi.org/10.18632/aging.204291 |
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author | Luo, Haitao Ye, Minhua Hu, Yan Wu, Miaojing Cheng, Mengqi Zhu, Xingen Huang, Kai |
author_facet | Luo, Haitao Ye, Minhua Hu, Yan Wu, Miaojing Cheng, Mengqi Zhu, Xingen Huang, Kai |
author_sort | Luo, Haitao |
collection | PubMed |
description | Growing evidences indicate DNA methylation plays a crucial regulatory role in inflammation, innate immunity, and immunotherapy. However, the overall landscape of various DNA methylation regulatory genes and their relationship with the infiltration of immune cells into the tumor microenvironment (TME) as well as the response to immunotherapy in gliomas is still not clear. Therefore, we comprehensively analyzed the correlation between DNA methylation regulator patterns, infiltration of immune cell-types, and tumor immune response status in gather glioma cohorts. Furthermore, we calculated the DNA methylation score (DMS) for individual glioma samples, then evaluated the relationship between DMS, clinicopathological characteristics, and overall survival (OS) in patients with gliomas. Our results showed three distinct DNA methylation regulator patterns among the glioma patients which correlated with three distinct tumor immune response phenotypes, namely, immune-inflamed, immune-excluded, and immune desert. We then calculated DMS for individual glioma samples based on the expression of DNA methylation-related gene clusters. Furthermore, DMS, tumor mutation burden (TMB), programmed death 1 (PD-1) expression, immune cell infiltration status in the TME, and Tumor Immune Dysfunction and Exclusion (TIDE) scores were associated with survival outcomes and clinical responses to immune checkpoint blockade therapy. We also validated the predictive value of DMS in two independent immunotherapy cohorts. In conclusion, our results demonstrated that three DNA methylation regulator patterns that correlated with three tumor immune response phenotypes. Moreover, we demonstrated that DMS was an independent predictive biomarker that correlated with survival outcomes of glioma patients and their responses to immunotherapy therapeutic regimens. |
format | Online Article Text |
id | pubmed-9596205 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-95962052022-10-27 DNA methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma Luo, Haitao Ye, Minhua Hu, Yan Wu, Miaojing Cheng, Mengqi Zhu, Xingen Huang, Kai Aging (Albany NY) Research Paper Growing evidences indicate DNA methylation plays a crucial regulatory role in inflammation, innate immunity, and immunotherapy. However, the overall landscape of various DNA methylation regulatory genes and their relationship with the infiltration of immune cells into the tumor microenvironment (TME) as well as the response to immunotherapy in gliomas is still not clear. Therefore, we comprehensively analyzed the correlation between DNA methylation regulator patterns, infiltration of immune cell-types, and tumor immune response status in gather glioma cohorts. Furthermore, we calculated the DNA methylation score (DMS) for individual glioma samples, then evaluated the relationship between DMS, clinicopathological characteristics, and overall survival (OS) in patients with gliomas. Our results showed three distinct DNA methylation regulator patterns among the glioma patients which correlated with three distinct tumor immune response phenotypes, namely, immune-inflamed, immune-excluded, and immune desert. We then calculated DMS for individual glioma samples based on the expression of DNA methylation-related gene clusters. Furthermore, DMS, tumor mutation burden (TMB), programmed death 1 (PD-1) expression, immune cell infiltration status in the TME, and Tumor Immune Dysfunction and Exclusion (TIDE) scores were associated with survival outcomes and clinical responses to immune checkpoint blockade therapy. We also validated the predictive value of DMS in two independent immunotherapy cohorts. In conclusion, our results demonstrated that three DNA methylation regulator patterns that correlated with three tumor immune response phenotypes. Moreover, we demonstrated that DMS was an independent predictive biomarker that correlated with survival outcomes of glioma patients and their responses to immunotherapy therapeutic regimens. Impact Journals 2022-09-21 /pmc/articles/PMC9596205/ /pubmed/36152044 http://dx.doi.org/10.18632/aging.204291 Text en Copyright: © 2022 Luo et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Luo, Haitao Ye, Minhua Hu, Yan Wu, Miaojing Cheng, Mengqi Zhu, Xingen Huang, Kai DNA methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma |
title | DNA methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma |
title_full | DNA methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma |
title_fullStr | DNA methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma |
title_full_unstemmed | DNA methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma |
title_short | DNA methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma |
title_sort | dna methylation regulator-mediated modification patterns and tumor microenvironment characterization in glioma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9596205/ https://www.ncbi.nlm.nih.gov/pubmed/36152044 http://dx.doi.org/10.18632/aging.204291 |
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