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Multi-omics analysis of m(6)A modification-related patterns based on m(6)A regulators and tumor microenvironment infiltration in lung adenocarcinoma
Epigenetic modifications, especially N(6)-methyladenosine (m(6)A) modification, play a key role in tumor microenvironment (TME) infiltration. However, the regulatory role of m(6)A modification in the TME of lung adenocarcinoma (LUAD) remains unclear. A total of 2506 patients with LUAD were included...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536683/ https://www.ncbi.nlm.nih.gov/pubmed/34686691 http://dx.doi.org/10.1038/s41598-021-00272-z |
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author | Wu, Xincheng Bai, Zhengping |
author_facet | Wu, Xincheng Bai, Zhengping |
author_sort | Wu, Xincheng |
collection | PubMed |
description | Epigenetic modifications, especially N(6)-methyladenosine (m(6)A) modification, play a key role in tumor microenvironment (TME) infiltration. However, the regulatory role of m(6)A modification in the TME of lung adenocarcinoma (LUAD) remains unclear. A total of 2506 patients with LUAD were included in the analysis and divided into different groups according to distinct m(6)A modification-related patterns based on 23 m(6)A regulators. A comprehensive analysis was performed to explore TME infiltration in different m(6)A modification-related patterns. Principal component analysis was performed to obtain the m(6)Ascore and to quantify m(6)A modification-related patterns in different individuals. Three distinct m(6)A modification-related patterns were identified by 23 m(6)A regulators. The pathway enrichment analysis showed that m(6)Acluster-A was associated with immune activation; m(6)Acluster-B was associated with carcinogenic activation; m(6)Acluster-C was prominently related to substance metabolism. M(6)Acluster-A was remarkably rich in TME-infiltrating immune cells and patients with this pattern showed a survival advantage. The m(6)Ascore could predict TME infiltration, tumor mutation burden (TMB), the effect of tumor immunotherapy, and the prognosis of patients in LUAD. High m(6)Ascore was characterized by increased TME infiltration, reduced TMB, and survival advantage. Patients with a high m(6)Ascore exhibited significantly improved clinical response to anti-cytotoxic T lymphocyte antigen-4 (anti-CTLA4) immunotherapy. This study explored the regulatory mechanisms of TME infiltration in LUAD. The comprehensive analysis of m(6)A modification-related patterns may contribute to the development of individualized immunotherapy and the improvement of the overall effectiveness of immunotherapy for LUAD patients. |
format | Online Article Text |
id | pubmed-8536683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85366832021-10-25 Multi-omics analysis of m(6)A modification-related patterns based on m(6)A regulators and tumor microenvironment infiltration in lung adenocarcinoma Wu, Xincheng Bai, Zhengping Sci Rep Article Epigenetic modifications, especially N(6)-methyladenosine (m(6)A) modification, play a key role in tumor microenvironment (TME) infiltration. However, the regulatory role of m(6)A modification in the TME of lung adenocarcinoma (LUAD) remains unclear. A total of 2506 patients with LUAD were included in the analysis and divided into different groups according to distinct m(6)A modification-related patterns based on 23 m(6)A regulators. A comprehensive analysis was performed to explore TME infiltration in different m(6)A modification-related patterns. Principal component analysis was performed to obtain the m(6)Ascore and to quantify m(6)A modification-related patterns in different individuals. Three distinct m(6)A modification-related patterns were identified by 23 m(6)A regulators. The pathway enrichment analysis showed that m(6)Acluster-A was associated with immune activation; m(6)Acluster-B was associated with carcinogenic activation; m(6)Acluster-C was prominently related to substance metabolism. M(6)Acluster-A was remarkably rich in TME-infiltrating immune cells and patients with this pattern showed a survival advantage. The m(6)Ascore could predict TME infiltration, tumor mutation burden (TMB), the effect of tumor immunotherapy, and the prognosis of patients in LUAD. High m(6)Ascore was characterized by increased TME infiltration, reduced TMB, and survival advantage. Patients with a high m(6)Ascore exhibited significantly improved clinical response to anti-cytotoxic T lymphocyte antigen-4 (anti-CTLA4) immunotherapy. This study explored the regulatory mechanisms of TME infiltration in LUAD. The comprehensive analysis of m(6)A modification-related patterns may contribute to the development of individualized immunotherapy and the improvement of the overall effectiveness of immunotherapy for LUAD patients. Nature Publishing Group UK 2021-10-22 /pmc/articles/PMC8536683/ /pubmed/34686691 http://dx.doi.org/10.1038/s41598-021-00272-z Text en © The Author(s) 2021 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/) . |
spellingShingle | Article Wu, Xincheng Bai, Zhengping Multi-omics analysis of m(6)A modification-related patterns based on m(6)A regulators and tumor microenvironment infiltration in lung adenocarcinoma |
title | Multi-omics analysis of m(6)A modification-related patterns based on m(6)A regulators and tumor microenvironment infiltration in lung adenocarcinoma |
title_full | Multi-omics analysis of m(6)A modification-related patterns based on m(6)A regulators and tumor microenvironment infiltration in lung adenocarcinoma |
title_fullStr | Multi-omics analysis of m(6)A modification-related patterns based on m(6)A regulators and tumor microenvironment infiltration in lung adenocarcinoma |
title_full_unstemmed | Multi-omics analysis of m(6)A modification-related patterns based on m(6)A regulators and tumor microenvironment infiltration in lung adenocarcinoma |
title_short | Multi-omics analysis of m(6)A modification-related patterns based on m(6)A regulators and tumor microenvironment infiltration in lung adenocarcinoma |
title_sort | multi-omics analysis of m(6)a modification-related patterns based on m(6)a regulators and tumor microenvironment infiltration in lung adenocarcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536683/ https://www.ncbi.nlm.nih.gov/pubmed/34686691 http://dx.doi.org/10.1038/s41598-021-00272-z |
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