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m(6)A-Related lncRNAs Are Potential Prognostic Biomarkers of Cervical Cancer and Affect Immune Infiltration
The correlation of m(6)A-related lncRNAs with the prognosis and immune microenvironment of cervical cancer is not yet clear. In this study, we identified 7 m(6)A-related prognostic lncRNAs by Pearson correlation and univariate Cox regression analyses based on TCGA-cervical cancer dataset. Then, pati...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9011170/ https://www.ncbi.nlm.nih.gov/pubmed/35432630 http://dx.doi.org/10.1155/2022/8700372 |
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author | Jia, Haixia Hao, Suhua Cao, Meiting Wang, Lifang Bai, Hua Shui, Wen Yang, Xiaotang |
author_facet | Jia, Haixia Hao, Suhua Cao, Meiting Wang, Lifang Bai, Hua Shui, Wen Yang, Xiaotang |
author_sort | Jia, Haixia |
collection | PubMed |
description | The correlation of m(6)A-related lncRNAs with the prognosis and immune microenvironment of cervical cancer is not yet clear. In this study, we identified 7 m(6)A-related prognostic lncRNAs by Pearson correlation and univariate Cox regression analyses based on TCGA-cervical cancer dataset. Then, patients were divided into two clusters by consensus clustering based on the 7 m(6)A-related prognostic lncRNA expression. Cluster 1 was characterized by survival and stage disadvantage, enrichment of immunosuppressive and carcinogenic activation pathways. Besides, cluster 1 had higher immunosuppressive factor TGFbeta and lower immune cell infiltration compared with cluster 2. According to the expression of 7 m(6)A-related lncRNA, a 6-m(6)A-related lncRNA risk score model was established in the training set by LASSO regression analysis. The high-risk group had worse overall survival than the low-risk group. No matter in the training or validation sets, the m(6)A-related lncRNA risk score was an independent prognostic factor for overall survival. Meanwhile, we validated the independent prognostic value of risk score in the disease-specific survival and progression-free survival by multivariate Cox analysis. The high-risk group was characterized by higher TGFbeta and regulatory T cell and was rich in malignant pathways. Additionally, we also detected and compared the expression levels of four m(6)A-related prognostic lncRNA in 9 tumor samples and 9 normal tissues using quantitative real-time polymerase chain reaction assay. In conclusion, the novel m(6)A-related lncRNA risk score is a potential prognostic predictor of cervical cancer patients. These 6 m(6)A-related lncRNAs might serve as key mediators of the immune microenvironment and represent promising therapeutic targets for improving cervical cancer prognosis. |
format | Online Article Text |
id | pubmed-9011170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-90111702022-04-16 m(6)A-Related lncRNAs Are Potential Prognostic Biomarkers of Cervical Cancer and Affect Immune Infiltration Jia, Haixia Hao, Suhua Cao, Meiting Wang, Lifang Bai, Hua Shui, Wen Yang, Xiaotang Dis Markers Research Article The correlation of m(6)A-related lncRNAs with the prognosis and immune microenvironment of cervical cancer is not yet clear. In this study, we identified 7 m(6)A-related prognostic lncRNAs by Pearson correlation and univariate Cox regression analyses based on TCGA-cervical cancer dataset. Then, patients were divided into two clusters by consensus clustering based on the 7 m(6)A-related prognostic lncRNA expression. Cluster 1 was characterized by survival and stage disadvantage, enrichment of immunosuppressive and carcinogenic activation pathways. Besides, cluster 1 had higher immunosuppressive factor TGFbeta and lower immune cell infiltration compared with cluster 2. According to the expression of 7 m(6)A-related lncRNA, a 6-m(6)A-related lncRNA risk score model was established in the training set by LASSO regression analysis. The high-risk group had worse overall survival than the low-risk group. No matter in the training or validation sets, the m(6)A-related lncRNA risk score was an independent prognostic factor for overall survival. Meanwhile, we validated the independent prognostic value of risk score in the disease-specific survival and progression-free survival by multivariate Cox analysis. The high-risk group was characterized by higher TGFbeta and regulatory T cell and was rich in malignant pathways. Additionally, we also detected and compared the expression levels of four m(6)A-related prognostic lncRNA in 9 tumor samples and 9 normal tissues using quantitative real-time polymerase chain reaction assay. In conclusion, the novel m(6)A-related lncRNA risk score is a potential prognostic predictor of cervical cancer patients. These 6 m(6)A-related lncRNAs might serve as key mediators of the immune microenvironment and represent promising therapeutic targets for improving cervical cancer prognosis. Hindawi 2022-04-11 /pmc/articles/PMC9011170/ /pubmed/35432630 http://dx.doi.org/10.1155/2022/8700372 Text en Copyright © 2022 Haixia Jia et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Jia, Haixia Hao, Suhua Cao, Meiting Wang, Lifang Bai, Hua Shui, Wen Yang, Xiaotang m(6)A-Related lncRNAs Are Potential Prognostic Biomarkers of Cervical Cancer and Affect Immune Infiltration |
title | m(6)A-Related lncRNAs Are Potential Prognostic Biomarkers of Cervical Cancer and Affect Immune Infiltration |
title_full | m(6)A-Related lncRNAs Are Potential Prognostic Biomarkers of Cervical Cancer and Affect Immune Infiltration |
title_fullStr | m(6)A-Related lncRNAs Are Potential Prognostic Biomarkers of Cervical Cancer and Affect Immune Infiltration |
title_full_unstemmed | m(6)A-Related lncRNAs Are Potential Prognostic Biomarkers of Cervical Cancer and Affect Immune Infiltration |
title_short | m(6)A-Related lncRNAs Are Potential Prognostic Biomarkers of Cervical Cancer and Affect Immune Infiltration |
title_sort | m(6)a-related lncrnas are potential prognostic biomarkers of cervical cancer and affect immune infiltration |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9011170/ https://www.ncbi.nlm.nih.gov/pubmed/35432630 http://dx.doi.org/10.1155/2022/8700372 |
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