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M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma
Lung adenocarcinoma is one of the deadliest tumors. Studies have shown that N6-methyladenosine RNA methylation regulators, as a dynamic chemical modification, affect the occurrence and development of lung adenocarcinoma. To investigate the relationship between mutations and expression levels of m6A...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Biophysics Reports Editorial Office
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648234/ https://www.ncbi.nlm.nih.gov/pubmed/38028153 http://dx.doi.org/10.52601/bpr.2023.220020 |
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author | Li, Shujuan Li, Qianzhong Zhang, Luqiang Qi, Yechen Bai, Hui |
author_facet | Li, Shujuan Li, Qianzhong Zhang, Luqiang Qi, Yechen Bai, Hui |
author_sort | Li, Shujuan |
collection | PubMed |
description | Lung adenocarcinoma is one of the deadliest tumors. Studies have shown that N6-methyladenosine RNA methylation regulators, as a dynamic chemical modification, affect the occurrence and development of lung adenocarcinoma. To investigate the relationship between mutations and expression levels of m6A regulators in lung adenocarcinoma, we investigated the mutations and expression levels of 38 m6A regulators. We found that mutations in m6A regulatory factors did not affect the changes in expression levels, and 19 differentially expressed genes were identified. All tumor samples were classified into two subtypes based on the expression levels of 19 differentially expressed m6A-regulated genes. Survival analysis showed significant differences in survival between the two subtypes. To explore the relationship between immune cell infiltration and survival in both subtypes, we calculated the infiltration of 23 immune cells in both subtypes, and we found that the subtype with high immune cell infiltration had better survival. We found that subtypes with low tumor purity and high stromal and immune scores had better survival. The m6A-related immune genes were identified by taking the intersection of differentially expressed genes and immune genes in the two isoforms and calculating the Pearson correlation coefficients between the intersecting immune genes and the differentially expressed m6A-regulated genes. Finally, a prognostic model associated with m6A and associated with immunity was developed using prognostic genes screened from m6A-associated immune genes. The predictive power of the model was evaluated and our model was able to achieve good prediction. |
format | Online Article Text |
id | pubmed-10648234 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Biophysics Reports Editorial Office |
record_format | MEDLINE/PubMed |
spelling | pubmed-106482342023-06-30 M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma Li, Shujuan Li, Qianzhong Zhang, Luqiang Qi, Yechen Bai, Hui Biophys Rep Research Article Lung adenocarcinoma is one of the deadliest tumors. Studies have shown that N6-methyladenosine RNA methylation regulators, as a dynamic chemical modification, affect the occurrence and development of lung adenocarcinoma. To investigate the relationship between mutations and expression levels of m6A regulators in lung adenocarcinoma, we investigated the mutations and expression levels of 38 m6A regulators. We found that mutations in m6A regulatory factors did not affect the changes in expression levels, and 19 differentially expressed genes were identified. All tumor samples were classified into two subtypes based on the expression levels of 19 differentially expressed m6A-regulated genes. Survival analysis showed significant differences in survival between the two subtypes. To explore the relationship between immune cell infiltration and survival in both subtypes, we calculated the infiltration of 23 immune cells in both subtypes, and we found that the subtype with high immune cell infiltration had better survival. We found that subtypes with low tumor purity and high stromal and immune scores had better survival. The m6A-related immune genes were identified by taking the intersection of differentially expressed genes and immune genes in the two isoforms and calculating the Pearson correlation coefficients between the intersecting immune genes and the differentially expressed m6A-regulated genes. Finally, a prognostic model associated with m6A and associated with immunity was developed using prognostic genes screened from m6A-associated immune genes. The predictive power of the model was evaluated and our model was able to achieve good prediction. Biophysics Reports Editorial Office 2023-06-30 /pmc/articles/PMC10648234/ /pubmed/38028153 http://dx.doi.org/10.52601/bpr.2023.220020 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 | Research Article Li, Shujuan Li, Qianzhong Zhang, Luqiang Qi, Yechen Bai, Hui M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma |
title | M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma |
title_full | M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma |
title_fullStr | M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma |
title_full_unstemmed | M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma |
title_short | M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma |
title_sort | m6a rna methylation modification and tumor immune microenvironment in lung adenocarcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648234/ https://www.ncbi.nlm.nih.gov/pubmed/38028153 http://dx.doi.org/10.52601/bpr.2023.220020 |
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