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Gene signature of m(6)A RNA regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer
Continuing studies imply that m(6)A RNA modification is involved in the development of cervical cancer (CC), but lack strong support on recurrence and diagnosis prediction. In this research, a comprehensive analysis of 33 m(6)A regulators was performed to fulfill them. Here, we performed diagnostic...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587246/ https://www.ncbi.nlm.nih.gov/pubmed/36271283 http://dx.doi.org/10.1038/s41598-022-22211-2 |
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author | Wang, Shizhi Ding, Bo Wang, Shiyuan Yan, Wenjing Xia, Qianqian Meng, Dan Xie, Shuqian Shen, Siyuan Yu, Bingjia Liu, Haohan Hu, Jing Zhang, Xing |
author_facet | Wang, Shizhi Ding, Bo Wang, Shiyuan Yan, Wenjing Xia, Qianqian Meng, Dan Xie, Shuqian Shen, Siyuan Yu, Bingjia Liu, Haohan Hu, Jing Zhang, Xing |
author_sort | Wang, Shizhi |
collection | PubMed |
description | Continuing studies imply that m(6)A RNA modification is involved in the development of cervical cancer (CC), but lack strong support on recurrence and diagnosis prediction. In this research, a comprehensive analysis of 33 m(6)A regulators was performed to fulfill them. Here, we performed diagnostic and prognosis models and identified key regulators, respectively. Then the CC patients were separated into two clusters in accordance with 33 regulators, and participants in the cluster 1 had a worse prognosis. Subsequently, the m(6)AScore was calculated to quantify the m(6)A modification pattern based on regulators and we found that patients in cluster 1 had higher m(6)AScore. Afterwards, immune microenvironment, cell infiltration, escape analyses and tumor burden mutation analyses were executed, and results showed that m(6)AScore was correlated with them, but to a limited extent. Interestingly, HLAs and immune checkpoint expression, and immunophenoscore in patients with high-m(6)AScores were significantly lower than those in the low-m(6)AScore group. These suggested the m(6)AScores might be used to predict the feasibility of immunotherapy in patients. Results provided a distinctive perspective on m(6)A modification and theoretical basis for CC diagnosis, prognosis, clinical treatment strategies, and potential mechanism exploration. |
format | Online Article Text |
id | pubmed-9587246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-95872462022-10-23 Gene signature of m(6)A RNA regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer Wang, Shizhi Ding, Bo Wang, Shiyuan Yan, Wenjing Xia, Qianqian Meng, Dan Xie, Shuqian Shen, Siyuan Yu, Bingjia Liu, Haohan Hu, Jing Zhang, Xing Sci Rep Article Continuing studies imply that m(6)A RNA modification is involved in the development of cervical cancer (CC), but lack strong support on recurrence and diagnosis prediction. In this research, a comprehensive analysis of 33 m(6)A regulators was performed to fulfill them. Here, we performed diagnostic and prognosis models and identified key regulators, respectively. Then the CC patients were separated into two clusters in accordance with 33 regulators, and participants in the cluster 1 had a worse prognosis. Subsequently, the m(6)AScore was calculated to quantify the m(6)A modification pattern based on regulators and we found that patients in cluster 1 had higher m(6)AScore. Afterwards, immune microenvironment, cell infiltration, escape analyses and tumor burden mutation analyses were executed, and results showed that m(6)AScore was correlated with them, but to a limited extent. Interestingly, HLAs and immune checkpoint expression, and immunophenoscore in patients with high-m(6)AScores were significantly lower than those in the low-m(6)AScore group. These suggested the m(6)AScores might be used to predict the feasibility of immunotherapy in patients. Results provided a distinctive perspective on m(6)A modification and theoretical basis for CC diagnosis, prognosis, clinical treatment strategies, and potential mechanism exploration. Nature Publishing Group UK 2022-10-21 /pmc/articles/PMC9587246/ /pubmed/36271283 http://dx.doi.org/10.1038/s41598-022-22211-2 Text en © The Author(s) 2022 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 Wang, Shizhi Ding, Bo Wang, Shiyuan Yan, Wenjing Xia, Qianqian Meng, Dan Xie, Shuqian Shen, Siyuan Yu, Bingjia Liu, Haohan Hu, Jing Zhang, Xing Gene signature of m(6)A RNA regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer |
title | Gene signature of m(6)A RNA regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer |
title_full | Gene signature of m(6)A RNA regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer |
title_fullStr | Gene signature of m(6)A RNA regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer |
title_full_unstemmed | Gene signature of m(6)A RNA regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer |
title_short | Gene signature of m(6)A RNA regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer |
title_sort | gene signature of m(6)a rna regulators in diagnosis, prognosis, treatment, and immune microenvironment for cervical cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587246/ https://www.ncbi.nlm.nih.gov/pubmed/36271283 http://dx.doi.org/10.1038/s41598-022-22211-2 |
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