Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Gao, Yuzhen, Wang, Hao, Li, Huiming, Ye, Xinxin, Xia, Yan, Yuan, Shijin, Lu, Jie, Xie, Xinyou, Wang, Liangjing, Zhang, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2021
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
_version_ 1783711844960043008
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
work_keys_str_mv AT gaoyuzhen integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT wanghao integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT lihuiming integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT yexinxin integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT xiayan integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT yuanshijin integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT lujie integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT xiexinyou integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT wangliangjing integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer
AT zhangjun integratedanalysesofm1aregulatormediatedmodificationpatternsintumormicroenvironmentinfiltratingimmunecellsincoloncancer