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DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma
Increasing evidence showed that the dysregulation of DNA methylation regulators is a decisive feature of almost all cancer types and affects tumor progressions. However, few studies focused on the underlying influences of DNA methylation regulators-related genes (DMRegs) in immune cell-infiltration...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459088/ https://www.ncbi.nlm.nih.gov/pubmed/36091162 http://dx.doi.org/10.3389/fonc.2022.877817 |
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author | Song, Dingli Zhou, Zhenyu Wu, Jie Wei, Tao Zhao, Guang Ren, Hong Zhang, Boxiang |
author_facet | Song, Dingli Zhou, Zhenyu Wu, Jie Wei, Tao Zhao, Guang Ren, Hong Zhang, Boxiang |
author_sort | Song, Dingli |
collection | PubMed |
description | Increasing evidence showed that the dysregulation of DNA methylation regulators is a decisive feature of almost all cancer types and affects tumor progressions. However, few studies focused on the underlying influences of DNA methylation regulators-related genes (DMRegs) in immune cell-infiltration characteristics, tumor microenvironment (TME) and immunotherapy in HCC patients. In our study, the alterations of DNA methylation regulators modification patterns (DMRPs) were clustered from hepatocellular carcinoma (HCC) samples based on the expression of DNA methylation regulators as well as genetic and transcriptional features. In addition, based on molecular identification of three distinct molecular subtypes, we found that different DMRPs alterations were related to different clinicopathological characteristics, prognosis, and immune cells infiltration features. Moreover, we constructed and validated a DNA methylation regulators-related genes score (DMRegs_score) to predict the survival of HCC patients. A high DMRegs _score, which was characterized by more TP53 wild mutation, high expression of PD-1, CTLA-4, and remarkable immunity activation, was indicative of poor prognosis. Furthermore, we validated the expression of eight genes which were used for the prognostic signature in this risk score by RT-qPCR using tissues from our center. More importantly, DMRegs_score was highly correlated with targeted drug sensitivity. Additionally, we developed a highly accurate scoring system that could be used to improve the clinical applicability of DMRegs _score. In conclusion, these findings may contribute to a better understanding of DNA methylation regulators and provide new strategies for evaluating prognosis and developing more effective combination therapy for HCC patients. |
format | Online Article Text |
id | pubmed-9459088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94590882022-09-10 DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma Song, Dingli Zhou, Zhenyu Wu, Jie Wei, Tao Zhao, Guang Ren, Hong Zhang, Boxiang Front Oncol Oncology Increasing evidence showed that the dysregulation of DNA methylation regulators is a decisive feature of almost all cancer types and affects tumor progressions. However, few studies focused on the underlying influences of DNA methylation regulators-related genes (DMRegs) in immune cell-infiltration characteristics, tumor microenvironment (TME) and immunotherapy in HCC patients. In our study, the alterations of DNA methylation regulators modification patterns (DMRPs) were clustered from hepatocellular carcinoma (HCC) samples based on the expression of DNA methylation regulators as well as genetic and transcriptional features. In addition, based on molecular identification of three distinct molecular subtypes, we found that different DMRPs alterations were related to different clinicopathological characteristics, prognosis, and immune cells infiltration features. Moreover, we constructed and validated a DNA methylation regulators-related genes score (DMRegs_score) to predict the survival of HCC patients. A high DMRegs _score, which was characterized by more TP53 wild mutation, high expression of PD-1, CTLA-4, and remarkable immunity activation, was indicative of poor prognosis. Furthermore, we validated the expression of eight genes which were used for the prognostic signature in this risk score by RT-qPCR using tissues from our center. More importantly, DMRegs_score was highly correlated with targeted drug sensitivity. Additionally, we developed a highly accurate scoring system that could be used to improve the clinical applicability of DMRegs _score. In conclusion, these findings may contribute to a better understanding of DNA methylation regulators and provide new strategies for evaluating prognosis and developing more effective combination therapy for HCC patients. Frontiers Media S.A. 2022-08-26 /pmc/articles/PMC9459088/ /pubmed/36091162 http://dx.doi.org/10.3389/fonc.2022.877817 Text en Copyright © 2022 Song, Zhou, Wu, Wei, Zhao, Ren and Zhang 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 Song, Dingli Zhou, Zhenyu Wu, Jie Wei, Tao Zhao, Guang Ren, Hong Zhang, Boxiang DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma |
title | DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma |
title_full | DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma |
title_fullStr | DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma |
title_full_unstemmed | DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma |
title_short | DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma |
title_sort | dna methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459088/ https://www.ncbi.nlm.nih.gov/pubmed/36091162 http://dx.doi.org/10.3389/fonc.2022.877817 |
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