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Characterization of the m(6)A regulator-mediated methylation modification patterns in oral squamous cell carcinoma
N(6)-methyladenosine (m(6)A) is a form of posttranscriptional modification that plays important roles in cancer including oral squamous cell carcinoma (OSCC). Most studies to date have focused on a limited number of regulators and oncogenic pathways, thus failing to provide comprehensive insight int...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126108/ https://www.ncbi.nlm.nih.gov/pubmed/37095314 http://dx.doi.org/10.1038/s41598-023-33891-9 |
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author | Pan, Lu She, He Wang, Keyi Xia, Wenhui Tang, Haonan Fan, Yuan Ye, Jinhai |
author_facet | Pan, Lu She, He Wang, Keyi Xia, Wenhui Tang, Haonan Fan, Yuan Ye, Jinhai |
author_sort | Pan, Lu |
collection | PubMed |
description | N(6)-methyladenosine (m(6)A) is a form of posttranscriptional modification that plays important roles in cancer including oral squamous cell carcinoma (OSCC). Most studies to date have focused on a limited number of regulators and oncogenic pathways, thus failing to provide comprehensive insight into the dynamic effects of m(6)A modification. In addition, the role of m(6)A modification in shaping immune cell infiltration in OSCC has yet to be clarified. This study was designed to assess m(6)A modification dynamics in OSCC and to understand how such modifications influence clinical immunotherapeutic treatment outcomes. m(6)A modification patterns linked with 23 m(6)A regulators were analyzed in 437 OSCC patients from TCGA and GEO cohorts. These patterns were then quantified through m(6)A score based on algorithms derived from a principal component analysis (PCA) approach. The m(6)A modification patterns of OSCC samples were grouped into two clusters based on the m(6)A regulators expression, and immune cell infiltration was linked with the 5-year survival outcomes of patients in these clusters. 1575 genes associated with OSCC patient prognosis were identified and used to re-cluster these samples into two groups. Patients in clusters exhibiting higher levels of m(6)A regulator expression exhibited poorer overall survival (OS), whereas patients with high m(6)A scores survived for longer (p < 0.001). The overall mortality rates in the groups of patients with low and high m(6)A scores were 55% and 40%, respectively, and the m(6)A score distributions in clusters of patients grouped by m(6)A modification patterns and gene expression further supported the link between a high m(6)A score and better prognostic outcomes. Immunophenoscore (IPS) values for patients in different m(6)A score groups suggested that the use of PD-1-specific antibodies or CTLA-4 inhibitors alone or in combination would yield superior treatment outcomes in patients in the high-m(6)A score group relative to the low-m(6)A score group. m(6)A modification patterns are relevant to heterogeneity in OSCC. Detailed analyses of m(6)A modification patterns may thus offer novel insight regarding immune cell infiltration within the OSCC tumor microenvironment, guiding novel efforts to provide patients with more effective immunotherapeutic interventions. |
format | Online Article Text |
id | pubmed-10126108 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101261082023-04-26 Characterization of the m(6)A regulator-mediated methylation modification patterns in oral squamous cell carcinoma Pan, Lu She, He Wang, Keyi Xia, Wenhui Tang, Haonan Fan, Yuan Ye, Jinhai Sci Rep Article N(6)-methyladenosine (m(6)A) is a form of posttranscriptional modification that plays important roles in cancer including oral squamous cell carcinoma (OSCC). Most studies to date have focused on a limited number of regulators and oncogenic pathways, thus failing to provide comprehensive insight into the dynamic effects of m(6)A modification. In addition, the role of m(6)A modification in shaping immune cell infiltration in OSCC has yet to be clarified. This study was designed to assess m(6)A modification dynamics in OSCC and to understand how such modifications influence clinical immunotherapeutic treatment outcomes. m(6)A modification patterns linked with 23 m(6)A regulators were analyzed in 437 OSCC patients from TCGA and GEO cohorts. These patterns were then quantified through m(6)A score based on algorithms derived from a principal component analysis (PCA) approach. The m(6)A modification patterns of OSCC samples were grouped into two clusters based on the m(6)A regulators expression, and immune cell infiltration was linked with the 5-year survival outcomes of patients in these clusters. 1575 genes associated with OSCC patient prognosis were identified and used to re-cluster these samples into two groups. Patients in clusters exhibiting higher levels of m(6)A regulator expression exhibited poorer overall survival (OS), whereas patients with high m(6)A scores survived for longer (p < 0.001). The overall mortality rates in the groups of patients with low and high m(6)A scores were 55% and 40%, respectively, and the m(6)A score distributions in clusters of patients grouped by m(6)A modification patterns and gene expression further supported the link between a high m(6)A score and better prognostic outcomes. Immunophenoscore (IPS) values for patients in different m(6)A score groups suggested that the use of PD-1-specific antibodies or CTLA-4 inhibitors alone or in combination would yield superior treatment outcomes in patients in the high-m(6)A score group relative to the low-m(6)A score group. m(6)A modification patterns are relevant to heterogeneity in OSCC. Detailed analyses of m(6)A modification patterns may thus offer novel insight regarding immune cell infiltration within the OSCC tumor microenvironment, guiding novel efforts to provide patients with more effective immunotherapeutic interventions. Nature Publishing Group UK 2023-04-24 /pmc/articles/PMC10126108/ /pubmed/37095314 http://dx.doi.org/10.1038/s41598-023-33891-9 Text en © The Author(s) 2023 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 Pan, Lu She, He Wang, Keyi Xia, Wenhui Tang, Haonan Fan, Yuan Ye, Jinhai Characterization of the m(6)A regulator-mediated methylation modification patterns in oral squamous cell carcinoma |
title | Characterization of the m(6)A regulator-mediated methylation modification patterns in oral squamous cell carcinoma |
title_full | Characterization of the m(6)A regulator-mediated methylation modification patterns in oral squamous cell carcinoma |
title_fullStr | Characterization of the m(6)A regulator-mediated methylation modification patterns in oral squamous cell carcinoma |
title_full_unstemmed | Characterization of the m(6)A regulator-mediated methylation modification patterns in oral squamous cell carcinoma |
title_short | Characterization of the m(6)A regulator-mediated methylation modification patterns in oral squamous cell carcinoma |
title_sort | characterization of the m(6)a regulator-mediated methylation modification patterns in oral squamous cell carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126108/ https://www.ncbi.nlm.nih.gov/pubmed/37095314 http://dx.doi.org/10.1038/s41598-023-33891-9 |
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