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Integrated analyses of m(1)A regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer
Emerging evidence has revealed the crucial role of transcriptional RNA methyladenosine modification in immune response. However, the potential role of RNA N1-methyladenosine (m(1)A) modification of immune cells in the tumor microenvironment (TME) still remains unclear. In this study, we identified t...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224220/ https://www.ncbi.nlm.nih.gov/pubmed/34221700 http://dx.doi.org/10.1080/2162402X.2021.1936758 |
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author | Gao, Yuzhen Wang, Hao Li, Huiming Ye, Xinxin Xia, Yan Yuan, Shijin Lu, Jie Xie, Xinyou Wang, Liangjing Zhang, Jun |
author_facet | Gao, Yuzhen Wang, Hao Li, Huiming Ye, Xinxin Xia, Yan Yuan, Shijin Lu, Jie Xie, Xinyou Wang, Liangjing Zhang, Jun |
author_sort | Gao, Yuzhen |
collection | PubMed |
description | Emerging evidence has revealed the crucial role of transcriptional RNA methyladenosine modification in immune response. However, the potential role of RNA N1-methyladenosine (m(1)A) modification of immune cells in the tumor microenvironment (TME) still remains unclear. In this study, we identified three distinct m(1)A modification patterns based on the integrated analyses of nine m(1)A regulators, which are significantly related to Relapse-free survival (RFS), Overall survival (OS), and TME infiltration cells in colon cancer patients. Furthermore, the m1AScore was generated by using principal components analysis (PCA) of expression of the 71 m(1)A-related genes to further demonstrate the characteristics of m(1)A patterns in colon cancer. In summary, a low m1AScore could be characterized by lower EMT, pan-F TBRS, and TNM stages, as well as less presence of lymphatic invasion, and, hence, good prognosis. At the same time, a low m1AScore could also be linked to CD8 + T effector proliferation, in addition to high microsatellite instability (MSI), neoantigen burden and PD-L1 expression, showing prolonged survival and better response after undergoing an anti-PD-L1 immunotherapy regimen in the public immunotherapy cohort. Our work reveals that m(1)A modification patterns play a key role in the formation of TME complexity and diversity in the context of immune cell infiltration. Accordingly, this m1AScore system provides an efficient method by which to identify and characterize TME immune cell infiltration, thereby allowing for more personalized and effective antitumor immunotherapy strategies. |
format | Online Article Text |
id | pubmed-8224220 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-82242202021-07-01 Integrated analyses of m(1)A regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer Gao, Yuzhen Wang, Hao Li, Huiming Ye, Xinxin Xia, Yan Yuan, Shijin Lu, Jie Xie, Xinyou Wang, Liangjing Zhang, Jun Oncoimmunology Original Research Emerging evidence has revealed the crucial role of transcriptional RNA methyladenosine modification in immune response. However, the potential role of RNA N1-methyladenosine (m(1)A) modification of immune cells in the tumor microenvironment (TME) still remains unclear. In this study, we identified three distinct m(1)A modification patterns based on the integrated analyses of nine m(1)A regulators, which are significantly related to Relapse-free survival (RFS), Overall survival (OS), and TME infiltration cells in colon cancer patients. Furthermore, the m1AScore was generated by using principal components analysis (PCA) of expression of the 71 m(1)A-related genes to further demonstrate the characteristics of m(1)A patterns in colon cancer. In summary, a low m1AScore could be characterized by lower EMT, pan-F TBRS, and TNM stages, as well as less presence of lymphatic invasion, and, hence, good prognosis. At the same time, a low m1AScore could also be linked to CD8 + T effector proliferation, in addition to high microsatellite instability (MSI), neoantigen burden and PD-L1 expression, showing prolonged survival and better response after undergoing an anti-PD-L1 immunotherapy regimen in the public immunotherapy cohort. Our work reveals that m(1)A modification patterns play a key role in the formation of TME complexity and diversity in the context of immune cell infiltration. Accordingly, this m1AScore system provides an efficient method by which to identify and characterize TME immune cell infiltration, thereby allowing for more personalized and effective antitumor immunotherapy strategies. Taylor & Francis 2021-06-23 /pmc/articles/PMC8224220/ /pubmed/34221700 http://dx.doi.org/10.1080/2162402X.2021.1936758 Text en © 2021 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Gao, Yuzhen Wang, Hao Li, Huiming Ye, Xinxin Xia, Yan Yuan, Shijin Lu, Jie Xie, Xinyou Wang, Liangjing Zhang, Jun Integrated analyses of m(1)A regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer |
title | Integrated analyses of m(1)A regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer |
title_full | Integrated analyses of m(1)A regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer |
title_fullStr | Integrated analyses of m(1)A regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer |
title_full_unstemmed | Integrated analyses of m(1)A regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer |
title_short | Integrated analyses of m(1)A regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer |
title_sort | integrated analyses of m(1)a regulator-mediated modification patterns in tumor microenvironment-infiltrating immune cells in colon cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224220/ https://www.ncbi.nlm.nih.gov/pubmed/34221700 http://dx.doi.org/10.1080/2162402X.2021.1936758 |
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