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m(6)A Regulator-Based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Rectal Cancer
BACKGROUND: Previous studies reported the related role of RNA n6-methyladenosine (m6A) modification in tumorigenesis and development. However, it is not clear whether m6A modification also plays a potential role in the immune regulation of rectal cancer (RC) and the formation of tumor microenvironme...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9299953/ https://www.ncbi.nlm.nih.gov/pubmed/35875124 http://dx.doi.org/10.3389/fonc.2022.879405 |
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author | Liao, Kaili Hu, Jialing Huang, Yu Yu, Siji Yang, Qijun Sun, Fan Wu, Chengfeng Cheng, Yunqi Zhang, Wenyige Zhang, Xue Li, Hongyu Wang, Xiaozhong |
author_facet | Liao, Kaili Hu, Jialing Huang, Yu Yu, Siji Yang, Qijun Sun, Fan Wu, Chengfeng Cheng, Yunqi Zhang, Wenyige Zhang, Xue Li, Hongyu Wang, Xiaozhong |
author_sort | Liao, Kaili |
collection | PubMed |
description | BACKGROUND: Previous studies reported the related role of RNA n6-methyladenosine (m6A) modification in tumorigenesis and development. However, it is not clear whether m6A modification also plays a potential role in the immune regulation of rectal cancer (RC) and the formation of tumor microenvironment. METHODS: In this study, we screened 23 m6A regulatory factors from 369 rectal cancer specimens, further determined the modification patterns of m6A in RC, and systematically linked these modification patterns with the characteristics of TME cell infiltration. The principal component analysis (PCA) algorithm was used to evaluate the m6A modification pattern of a single tumor related to immune response. RESULTS: Three different m6A modification patterns were found in the measurement results, which are related to different clinical results and biological pathways. TME identification results show that the identified m6A pattern is closely related to immune characteristics. According to the m6Ascore extracted from m6A-related signature genes, RC patients were divided into high and low score subgroups combined with tumor mutation burden. Patients with high tumor mutation burden and higher m6Ascore have a significant survival advantage and enhanced immune infiltration. Further analysis showed that patients with higher m6Ascore had higher PD-L1 expression levels and showed better immune response and lasting clinical benefits. CONCLUSIONS: M6A modification plays a crucial role in the formation of TME diversity and complexity. The evaluation of the m6A modification mode will help us to enhance our understanding of the characteristics of TME infiltration and provide new insights for more effective immunotherapy strategies. |
format | Online Article Text |
id | pubmed-9299953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92999532022-07-21 m(6)A Regulator-Based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Rectal Cancer Liao, Kaili Hu, Jialing Huang, Yu Yu, Siji Yang, Qijun Sun, Fan Wu, Chengfeng Cheng, Yunqi Zhang, Wenyige Zhang, Xue Li, Hongyu Wang, Xiaozhong Front Oncol Oncology BACKGROUND: Previous studies reported the related role of RNA n6-methyladenosine (m6A) modification in tumorigenesis and development. However, it is not clear whether m6A modification also plays a potential role in the immune regulation of rectal cancer (RC) and the formation of tumor microenvironment. METHODS: In this study, we screened 23 m6A regulatory factors from 369 rectal cancer specimens, further determined the modification patterns of m6A in RC, and systematically linked these modification patterns with the characteristics of TME cell infiltration. The principal component analysis (PCA) algorithm was used to evaluate the m6A modification pattern of a single tumor related to immune response. RESULTS: Three different m6A modification patterns were found in the measurement results, which are related to different clinical results and biological pathways. TME identification results show that the identified m6A pattern is closely related to immune characteristics. According to the m6Ascore extracted from m6A-related signature genes, RC patients were divided into high and low score subgroups combined with tumor mutation burden. Patients with high tumor mutation burden and higher m6Ascore have a significant survival advantage and enhanced immune infiltration. Further analysis showed that patients with higher m6Ascore had higher PD-L1 expression levels and showed better immune response and lasting clinical benefits. CONCLUSIONS: M6A modification plays a crucial role in the formation of TME diversity and complexity. The evaluation of the m6A modification mode will help us to enhance our understanding of the characteristics of TME infiltration and provide new insights for more effective immunotherapy strategies. Frontiers Media S.A. 2022-07-06 /pmc/articles/PMC9299953/ /pubmed/35875124 http://dx.doi.org/10.3389/fonc.2022.879405 Text en Copyright © 2022 Liao, Hu, Huang, Yu, Yang, Sun, Wu, Cheng, Zhang, Zhang, Li and Wang 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 Liao, Kaili Hu, Jialing Huang, Yu Yu, Siji Yang, Qijun Sun, Fan Wu, Chengfeng Cheng, Yunqi Zhang, Wenyige Zhang, Xue Li, Hongyu Wang, Xiaozhong m(6)A Regulator-Based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Rectal Cancer |
title | m(6)A Regulator-Based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Rectal Cancer |
title_full | m(6)A Regulator-Based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Rectal Cancer |
title_fullStr | m(6)A Regulator-Based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Rectal Cancer |
title_full_unstemmed | m(6)A Regulator-Based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Rectal Cancer |
title_short | m(6)A Regulator-Based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Rectal Cancer |
title_sort | m(6)a regulator-based methylation modification patterns characterized by distinct tumor microenvironment immune profiles in rectal cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9299953/ https://www.ncbi.nlm.nih.gov/pubmed/35875124 http://dx.doi.org/10.3389/fonc.2022.879405 |
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