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Development and validation of a m(6)A -regulated prognostic signature in lung adenocarcinoma
Lung adenocarcinoma (LUAD) is the most frequent subtype of lung cancer, with a 5-year survival rate of less than 20%. N6-methyladenosine (m(6)A) is the most prevalent RNA epigenetic modification in eukaryotic cells, and post-transcriptionally regulates gene expression and function by affecting RNA m...
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/PMC9593055/ https://www.ncbi.nlm.nih.gov/pubmed/36303829 http://dx.doi.org/10.3389/fonc.2022.947808 |
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author | Chen, Yaxin Xia, Lei Peng, Yuxuan Wang, Gang Bi, Liyun Xiao, Xue Li, Cui Li, Weimin |
author_facet | Chen, Yaxin Xia, Lei Peng, Yuxuan Wang, Gang Bi, Liyun Xiao, Xue Li, Cui Li, Weimin |
author_sort | Chen, Yaxin |
collection | PubMed |
description | Lung adenocarcinoma (LUAD) is the most frequent subtype of lung cancer, with a 5-year survival rate of less than 20%. N6-methyladenosine (m(6)A) is the most prevalent RNA epigenetic modification in eukaryotic cells, and post-transcriptionally regulates gene expression and function by affecting RNA metabolism. The alterations of functionally important m(6)A sites have been previously shown to play vital roles in tumor initiation and progression, but little is known about the extent to which m(6)A-regulated genes play in prognostic performance for patients with LUAD. Here, we presented an overview of the m(6)A methylome in LUAD tissues using transcriptome-wide m(6)A methylation profiles, and found that differentially methylated transcripts were significantly enriched in tumor-related processes, including immune response, angiogenesis and cell-substrate adhesion. Joint analysis of m(6)A modification and gene expression suggested that 300 genes were regulated by m(6)A. Furthermore, we developed a m(6)A-regulated prognosis-associated signature (m(6)A-PPS) by performing a multi-step process. The m(6)A-PPS model, a 15-gene set, was qualified for prognosis prediction for LUAD patients. By regrouping the patients with this model, the OS of the high-risk group was shorter than that of the low-risk group across all datasets. Importantly, patients with high m(6)A-PPS scores respond better to immunotherapeutic. Our results provide a valuable resource for understanding the important role of epitranscriptomic modifications in the pathogenesis of LUAD, and obtain potential prognostic biomarkers. |
format | Online Article Text |
id | pubmed-9593055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95930552022-10-26 Development and validation of a m(6)A -regulated prognostic signature in lung adenocarcinoma Chen, Yaxin Xia, Lei Peng, Yuxuan Wang, Gang Bi, Liyun Xiao, Xue Li, Cui Li, Weimin Front Oncol Oncology Lung adenocarcinoma (LUAD) is the most frequent subtype of lung cancer, with a 5-year survival rate of less than 20%. N6-methyladenosine (m(6)A) is the most prevalent RNA epigenetic modification in eukaryotic cells, and post-transcriptionally regulates gene expression and function by affecting RNA metabolism. The alterations of functionally important m(6)A sites have been previously shown to play vital roles in tumor initiation and progression, but little is known about the extent to which m(6)A-regulated genes play in prognostic performance for patients with LUAD. Here, we presented an overview of the m(6)A methylome in LUAD tissues using transcriptome-wide m(6)A methylation profiles, and found that differentially methylated transcripts were significantly enriched in tumor-related processes, including immune response, angiogenesis and cell-substrate adhesion. Joint analysis of m(6)A modification and gene expression suggested that 300 genes were regulated by m(6)A. Furthermore, we developed a m(6)A-regulated prognosis-associated signature (m(6)A-PPS) by performing a multi-step process. The m(6)A-PPS model, a 15-gene set, was qualified for prognosis prediction for LUAD patients. By regrouping the patients with this model, the OS of the high-risk group was shorter than that of the low-risk group across all datasets. Importantly, patients with high m(6)A-PPS scores respond better to immunotherapeutic. Our results provide a valuable resource for understanding the important role of epitranscriptomic modifications in the pathogenesis of LUAD, and obtain potential prognostic biomarkers. Frontiers Media S.A. 2022-10-11 /pmc/articles/PMC9593055/ /pubmed/36303829 http://dx.doi.org/10.3389/fonc.2022.947808 Text en Copyright © 2022 Chen, Xia, Peng, Wang, Bi, Xiao, Li and Li 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 Chen, Yaxin Xia, Lei Peng, Yuxuan Wang, Gang Bi, Liyun Xiao, Xue Li, Cui Li, Weimin Development and validation of a m(6)A -regulated prognostic signature in lung adenocarcinoma |
title | Development and validation of a m(6)A -regulated prognostic signature in lung adenocarcinoma |
title_full | Development and validation of a m(6)A -regulated prognostic signature in lung adenocarcinoma |
title_fullStr | Development and validation of a m(6)A -regulated prognostic signature in lung adenocarcinoma |
title_full_unstemmed | Development and validation of a m(6)A -regulated prognostic signature in lung adenocarcinoma |
title_short | Development and validation of a m(6)A -regulated prognostic signature in lung adenocarcinoma |
title_sort | development and validation of a m(6)a -regulated prognostic signature in lung adenocarcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9593055/ https://www.ncbi.nlm.nih.gov/pubmed/36303829 http://dx.doi.org/10.3389/fonc.2022.947808 |
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