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Establishment and validation of a redox-related long non-coding RNAs prognostic signature in head and neck squamous cell carcinoma
Reduction and oxidation (redox) reactions occur in living organisms as part of normal cellular metabolism. Here, we established a novel redox-related long non-coding RNAs (rrlncRNAs) signature to predict the prognosis and therapeutic response in Head and neck squamous cell carcinoma (HNSCC). The exp...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9772388/ https://www.ncbi.nlm.nih.gov/pubmed/36543836 http://dx.doi.org/10.1038/s41598-022-26490-7 |
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author | Liu, Kaitai Huang, Tianyi Zhang, Hui Deng, Hongxia Tang, Ming |
author_facet | Liu, Kaitai Huang, Tianyi Zhang, Hui Deng, Hongxia Tang, Ming |
author_sort | Liu, Kaitai |
collection | PubMed |
description | Reduction and oxidation (redox) reactions occur in living organisms as part of normal cellular metabolism. Here, we established a novel redox-related long non-coding RNAs (rrlncRNAs) signature to predict the prognosis and therapeutic response in Head and neck squamous cell carcinoma (HNSCC). The expression profile and clinical information were obtained from the TCGA project. In total, 10 differently expressed rrlncRNAs associated with prognosis were identified and involved in a prognostic risk score signature by the least absolute shrinkage and selection operator penalized Cox analysis. The area under the receiver operating characteristic curves of the survival rates predicted by the rrlncRNAs signature over one, two, and three years were found to be 0.651, 0.670, and 0.679. Following the completion of the Kaplan–Meier survival study, we discovered that the lower-risk cohort exhibited a much longer overall survival period in contrast with the higher-risk cohort. Univariate and multivariable Cox regression analyses demonstrated that the risk score independently served as a significant predictive factor. GO annotation and KEGG pathway analyses illustrated that the rrlncRNAs signature was strongly associated with immune-related functions as well as signaling pathways. The tumor-infiltrating immune cells, tumor microenvironment, immune-related functions, HLA gene family expression, immune checkpoint genes expression, and somatic variants differed substantially between the low- and high-risk cohorts. Moreover, patients in low-risk group were predicted to present a favorable immunotherapy responsiveness, while in contrast, the high-risk group patients might have a stronger sensitivity to “docetaxel”. According to our findings, the rrlncRNAs signature showed an excellent prognosis predictive value and might indicate therapeutic response to immunotherapy in HNSCC. |
format | Online Article Text |
id | pubmed-9772388 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97723882022-12-23 Establishment and validation of a redox-related long non-coding RNAs prognostic signature in head and neck squamous cell carcinoma Liu, Kaitai Huang, Tianyi Zhang, Hui Deng, Hongxia Tang, Ming Sci Rep Article Reduction and oxidation (redox) reactions occur in living organisms as part of normal cellular metabolism. Here, we established a novel redox-related long non-coding RNAs (rrlncRNAs) signature to predict the prognosis and therapeutic response in Head and neck squamous cell carcinoma (HNSCC). The expression profile and clinical information were obtained from the TCGA project. In total, 10 differently expressed rrlncRNAs associated with prognosis were identified and involved in a prognostic risk score signature by the least absolute shrinkage and selection operator penalized Cox analysis. The area under the receiver operating characteristic curves of the survival rates predicted by the rrlncRNAs signature over one, two, and three years were found to be 0.651, 0.670, and 0.679. Following the completion of the Kaplan–Meier survival study, we discovered that the lower-risk cohort exhibited a much longer overall survival period in contrast with the higher-risk cohort. Univariate and multivariable Cox regression analyses demonstrated that the risk score independently served as a significant predictive factor. GO annotation and KEGG pathway analyses illustrated that the rrlncRNAs signature was strongly associated with immune-related functions as well as signaling pathways. The tumor-infiltrating immune cells, tumor microenvironment, immune-related functions, HLA gene family expression, immune checkpoint genes expression, and somatic variants differed substantially between the low- and high-risk cohorts. Moreover, patients in low-risk group were predicted to present a favorable immunotherapy responsiveness, while in contrast, the high-risk group patients might have a stronger sensitivity to “docetaxel”. According to our findings, the rrlncRNAs signature showed an excellent prognosis predictive value and might indicate therapeutic response to immunotherapy in HNSCC. Nature Publishing Group UK 2022-12-21 /pmc/articles/PMC9772388/ /pubmed/36543836 http://dx.doi.org/10.1038/s41598-022-26490-7 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 Liu, Kaitai Huang, Tianyi Zhang, Hui Deng, Hongxia Tang, Ming Establishment and validation of a redox-related long non-coding RNAs prognostic signature in head and neck squamous cell carcinoma |
title | Establishment and validation of a redox-related long non-coding RNAs prognostic signature in head and neck squamous cell carcinoma |
title_full | Establishment and validation of a redox-related long non-coding RNAs prognostic signature in head and neck squamous cell carcinoma |
title_fullStr | Establishment and validation of a redox-related long non-coding RNAs prognostic signature in head and neck squamous cell carcinoma |
title_full_unstemmed | Establishment and validation of a redox-related long non-coding RNAs prognostic signature in head and neck squamous cell carcinoma |
title_short | Establishment and validation of a redox-related long non-coding RNAs prognostic signature in head and neck squamous cell carcinoma |
title_sort | establishment and validation of a redox-related long non-coding rnas prognostic signature in head and neck squamous cell carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9772388/ https://www.ncbi.nlm.nih.gov/pubmed/36543836 http://dx.doi.org/10.1038/s41598-022-26490-7 |
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