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RNA m(5)C regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer
The effect of immunotherapy strategy has been affirmed in the treatment of various tumors. Nevertheless, the latent role of RNA 5-methylcytosine (m(5)C) modification in gastric cancer (GC) tumor microenvironment (TME) cell infiltration is still unclear. We systematically explore the m(5)C modificati...
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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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646743/ https://www.ncbi.nlm.nih.gov/pubmed/36389669 http://dx.doi.org/10.3389/fimmu.2022.905057 |
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author | Zhang, Qiang Sun, Xiangfei Sun, Jianyi Lu, Jiangshen Gao, Xiaodong Shen, Kuntang Qin, Xinyu |
author_facet | Zhang, Qiang Sun, Xiangfei Sun, Jianyi Lu, Jiangshen Gao, Xiaodong Shen, Kuntang Qin, Xinyu |
author_sort | Zhang, Qiang |
collection | PubMed |
description | The effect of immunotherapy strategy has been affirmed in the treatment of various tumors. Nevertheless, the latent role of RNA 5-methylcytosine (m(5)C) modification in gastric cancer (GC) tumor microenvironment (TME) cell infiltration is still unclear. We systematically explore the m(5)C modification patterns of 2,122 GC patients from GEO and TCGA databases by 16 m(5)C regulators and related these patterns to TME characteristics. LASSO Cox regression was employed to construct the m(5)Cscore based on the expression of regulators and DEGs, which was used to evaluate the prognosis. All the GC patients were divided into three m(5)C modification clusters with distinct gene expression characteristics and TME patterns. GSVA, ssGSEA, and TME cell infiltration analysis showed that m(5)C clusters A, B, and C were classified as immune-desert, immune-inflamed, and immune-excluded phenotype, respectively. The m(5)Cscore system based on the expression of eight genes could effectively predict the prognosis of individual GC patients, with AUC 0.766. Patients with a lower m(5)Cscore were characterized by the activation of immunity and experienced significantly longer PFS and OS. Our study demonstrated the non-negligible role of m(5)C modification in the development of TME complexity and inhomogeneity. Assessing the m(5)C modification pattern for individual GC patients will help recognize the infiltration characterization and guide more effective immunotherapy treatment. |
format | Online Article Text |
id | pubmed-9646743 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96467432022-11-15 RNA m(5)C regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer Zhang, Qiang Sun, Xiangfei Sun, Jianyi Lu, Jiangshen Gao, Xiaodong Shen, Kuntang Qin, Xinyu Front Immunol Immunology The effect of immunotherapy strategy has been affirmed in the treatment of various tumors. Nevertheless, the latent role of RNA 5-methylcytosine (m(5)C) modification in gastric cancer (GC) tumor microenvironment (TME) cell infiltration is still unclear. We systematically explore the m(5)C modification patterns of 2,122 GC patients from GEO and TCGA databases by 16 m(5)C regulators and related these patterns to TME characteristics. LASSO Cox regression was employed to construct the m(5)Cscore based on the expression of regulators and DEGs, which was used to evaluate the prognosis. All the GC patients were divided into three m(5)C modification clusters with distinct gene expression characteristics and TME patterns. GSVA, ssGSEA, and TME cell infiltration analysis showed that m(5)C clusters A, B, and C were classified as immune-desert, immune-inflamed, and immune-excluded phenotype, respectively. The m(5)Cscore system based on the expression of eight genes could effectively predict the prognosis of individual GC patients, with AUC 0.766. Patients with a lower m(5)Cscore were characterized by the activation of immunity and experienced significantly longer PFS and OS. Our study demonstrated the non-negligible role of m(5)C modification in the development of TME complexity and inhomogeneity. Assessing the m(5)C modification pattern for individual GC patients will help recognize the infiltration characterization and guide more effective immunotherapy treatment. Frontiers Media S.A. 2022-10-27 /pmc/articles/PMC9646743/ /pubmed/36389669 http://dx.doi.org/10.3389/fimmu.2022.905057 Text en Copyright © 2022 Zhang, Sun, Sun, Lu, Gao, Shen and Qin 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 | Immunology Zhang, Qiang Sun, Xiangfei Sun, Jianyi Lu, Jiangshen Gao, Xiaodong Shen, Kuntang Qin, Xinyu RNA m(5)C regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer |
title | RNA m(5)C regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer |
title_full | RNA m(5)C regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer |
title_fullStr | RNA m(5)C regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer |
title_full_unstemmed | RNA m(5)C regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer |
title_short | RNA m(5)C regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer |
title_sort | rna m(5)c regulator-mediated modification patterns and the cross-talk between tumor microenvironment infiltration in gastric cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646743/ https://www.ncbi.nlm.nih.gov/pubmed/36389669 http://dx.doi.org/10.3389/fimmu.2022.905057 |
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