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Four Types of RNA Modification Writer-Related lncRNAs Are Effective Predictors of Prognosis and Immunotherapy Response in Serous Ovarian Carcinoma
Serous ovarian carcinoma (SOC) is a gynecological malignancy with high mortality rates. Currently, there is a lack of reliable biomarkers for accurate SOC patient prognosis. Here, we analyzed SOC RNA-Seq data from The Cancer Genome Atlas (TCGA) to identify prognostic biomarkers. Through the pearson...
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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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108167/ https://www.ncbi.nlm.nih.gov/pubmed/35585970 http://dx.doi.org/10.3389/fimmu.2022.863484 |
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author | Ye, Lele Pan, Kan Fang, Su Wu, Su-Ni Chen, Su Tang, Sangsang Wang, Nan Zhang, Haoke Tong, Xinya Shi, Xinyu Feng, Shiyu Xiang, Dan Zou, Ruanmin Hu, Yingying Xue, Xiangyang Guo, Gangqiang |
author_facet | Ye, Lele Pan, Kan Fang, Su Wu, Su-Ni Chen, Su Tang, Sangsang Wang, Nan Zhang, Haoke Tong, Xinya Shi, Xinyu Feng, Shiyu Xiang, Dan Zou, Ruanmin Hu, Yingying Xue, Xiangyang Guo, Gangqiang |
author_sort | Ye, Lele |
collection | PubMed |
description | Serous ovarian carcinoma (SOC) is a gynecological malignancy with high mortality rates. Currently, there is a lack of reliable biomarkers for accurate SOC patient prognosis. Here, we analyzed SOC RNA-Seq data from The Cancer Genome Atlas (TCGA) to identify prognostic biomarkers. Through the pearson correlation analysis, univariate Cox regression analysis, and LASSO-penalized Cox regression analysis, we identified nine lncRNAs significantly associated with four types of RNA modification writers (m(6)A, m(1)A, APA, and A-I) and with the prognosis of SOC patients (P <0.05). Six writer-related lncRNAs were ultimately selected following multivariate Cox analysis. We established a risk prediction model based on these six lncRNAs and evaluated its prognostic value in multiple groups (training set, testing set, and entire set). Our risk prediction model could effectively predict the prognosis of SOC patients with different clinical characteristics and their responses to immunotherapy. Lastly, we validated the predictive reliability and sensitivity of the lncRNA-based model via a nomogram. This study explored the association between RNA modification writer-related lncRNAs and SOC prognosis, providing a potential complement for the clinical management of SOC patients. |
format | Online Article Text |
id | pubmed-9108167 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91081672022-05-17 Four Types of RNA Modification Writer-Related lncRNAs Are Effective Predictors of Prognosis and Immunotherapy Response in Serous Ovarian Carcinoma Ye, Lele Pan, Kan Fang, Su Wu, Su-Ni Chen, Su Tang, Sangsang Wang, Nan Zhang, Haoke Tong, Xinya Shi, Xinyu Feng, Shiyu Xiang, Dan Zou, Ruanmin Hu, Yingying Xue, Xiangyang Guo, Gangqiang Front Immunol Immunology Serous ovarian carcinoma (SOC) is a gynecological malignancy with high mortality rates. Currently, there is a lack of reliable biomarkers for accurate SOC patient prognosis. Here, we analyzed SOC RNA-Seq data from The Cancer Genome Atlas (TCGA) to identify prognostic biomarkers. Through the pearson correlation analysis, univariate Cox regression analysis, and LASSO-penalized Cox regression analysis, we identified nine lncRNAs significantly associated with four types of RNA modification writers (m(6)A, m(1)A, APA, and A-I) and with the prognosis of SOC patients (P <0.05). Six writer-related lncRNAs were ultimately selected following multivariate Cox analysis. We established a risk prediction model based on these six lncRNAs and evaluated its prognostic value in multiple groups (training set, testing set, and entire set). Our risk prediction model could effectively predict the prognosis of SOC patients with different clinical characteristics and their responses to immunotherapy. Lastly, we validated the predictive reliability and sensitivity of the lncRNA-based model via a nomogram. This study explored the association between RNA modification writer-related lncRNAs and SOC prognosis, providing a potential complement for the clinical management of SOC patients. Frontiers Media S.A. 2022-05-02 /pmc/articles/PMC9108167/ /pubmed/35585970 http://dx.doi.org/10.3389/fimmu.2022.863484 Text en Copyright © 2022 Ye, Pan, Fang, Wu, Chen, Tang, Wang, Zhang, Tong, Shi, Feng, Xiang, Zou, Hu, Xue and Guo 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 | Immunology Ye, Lele Pan, Kan Fang, Su Wu, Su-Ni Chen, Su Tang, Sangsang Wang, Nan Zhang, Haoke Tong, Xinya Shi, Xinyu Feng, Shiyu Xiang, Dan Zou, Ruanmin Hu, Yingying Xue, Xiangyang Guo, Gangqiang Four Types of RNA Modification Writer-Related lncRNAs Are Effective Predictors of Prognosis and Immunotherapy Response in Serous Ovarian Carcinoma |
title | Four Types of RNA Modification Writer-Related lncRNAs Are Effective Predictors of Prognosis and Immunotherapy Response in Serous Ovarian Carcinoma |
title_full | Four Types of RNA Modification Writer-Related lncRNAs Are Effective Predictors of Prognosis and Immunotherapy Response in Serous Ovarian Carcinoma |
title_fullStr | Four Types of RNA Modification Writer-Related lncRNAs Are Effective Predictors of Prognosis and Immunotherapy Response in Serous Ovarian Carcinoma |
title_full_unstemmed | Four Types of RNA Modification Writer-Related lncRNAs Are Effective Predictors of Prognosis and Immunotherapy Response in Serous Ovarian Carcinoma |
title_short | Four Types of RNA Modification Writer-Related lncRNAs Are Effective Predictors of Prognosis and Immunotherapy Response in Serous Ovarian Carcinoma |
title_sort | four types of rna modification writer-related lncrnas are effective predictors of prognosis and immunotherapy response in serous ovarian carcinoma |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108167/ https://www.ncbi.nlm.nih.gov/pubmed/35585970 http://dx.doi.org/10.3389/fimmu.2022.863484 |
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