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Construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma
BACKGROUND: Radiotherapy is an effective treatment for head and neck squamous cell carcinoma (HNSCC), however how to predict the prognosis is not clear. METHODS: Here we collected 262 radiosensitivity-associated genes, screened and constructed a prognostic nine-gene risk model through univariate COX...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579965/ https://www.ncbi.nlm.nih.gov/pubmed/37854672 http://dx.doi.org/10.1016/j.ctro.2023.100686 |
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author | Lu, Congxian Sun, Qi Guo, Ying Han, Xiao Zhang, Mingjun Liu, Jiahui Wang, Yaqi Mou, Yakui Li, Yumei Song, Xicheng |
author_facet | Lu, Congxian Sun, Qi Guo, Ying Han, Xiao Zhang, Mingjun Liu, Jiahui Wang, Yaqi Mou, Yakui Li, Yumei Song, Xicheng |
author_sort | Lu, Congxian |
collection | PubMed |
description | BACKGROUND: Radiotherapy is an effective treatment for head and neck squamous cell carcinoma (HNSCC), however how to predict the prognosis is not clear. METHODS: Here we collected 262 radiosensitivity-associated genes, screened and constructed a prognostic nine-gene risk model through univariate COX, lasso regression, stepwise regression and multivariate COX analysis for transcriptome and clinical information of HNSCC patients obtained from the cancer genome atlas (TCGA) and gene expression omnibus (GEO) databases. RESULTS: The reliability and robustness of the risk model were verified by receiver operating characteristic (ROC) curves, risk maps, and Kaplan-Meier (KM) curves analysis. Differences in immune cell infiltration and immune-related pathway enrichment between high-risk and low-risk subgroups were determined by multiple immune infiltration analyses. Meanwhile, the mutation map and the responses to immunotherapy were also differentiated by the prognostic nine-gene signature associated with radiosensitivity. These nine genes expression in HNSCC was verified in the Human Protein Atlas (HPA) database. After that, these nine genes expression was verified to be related to radiation resistance through in-vitro cell experiments. CONCLUSIONS: All results showed that the nine-gene signature associated with radiosensitivity is a potential prognostic indicator for HNSCC patients after radiotherapy and provides potential gene targets for enhancing the efficacy of radiotherapy. |
format | Online Article Text |
id | pubmed-10579965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105799652023-10-18 Construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma Lu, Congxian Sun, Qi Guo, Ying Han, Xiao Zhang, Mingjun Liu, Jiahui Wang, Yaqi Mou, Yakui Li, Yumei Song, Xicheng Clin Transl Radiat Oncol Original Research Article BACKGROUND: Radiotherapy is an effective treatment for head and neck squamous cell carcinoma (HNSCC), however how to predict the prognosis is not clear. METHODS: Here we collected 262 radiosensitivity-associated genes, screened and constructed a prognostic nine-gene risk model through univariate COX, lasso regression, stepwise regression and multivariate COX analysis for transcriptome and clinical information of HNSCC patients obtained from the cancer genome atlas (TCGA) and gene expression omnibus (GEO) databases. RESULTS: The reliability and robustness of the risk model were verified by receiver operating characteristic (ROC) curves, risk maps, and Kaplan-Meier (KM) curves analysis. Differences in immune cell infiltration and immune-related pathway enrichment between high-risk and low-risk subgroups were determined by multiple immune infiltration analyses. Meanwhile, the mutation map and the responses to immunotherapy were also differentiated by the prognostic nine-gene signature associated with radiosensitivity. These nine genes expression in HNSCC was verified in the Human Protein Atlas (HPA) database. After that, these nine genes expression was verified to be related to radiation resistance through in-vitro cell experiments. CONCLUSIONS: All results showed that the nine-gene signature associated with radiosensitivity is a potential prognostic indicator for HNSCC patients after radiotherapy and provides potential gene targets for enhancing the efficacy of radiotherapy. Elsevier 2023-10-02 /pmc/articles/PMC10579965/ /pubmed/37854672 http://dx.doi.org/10.1016/j.ctro.2023.100686 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Article Lu, Congxian Sun, Qi Guo, Ying Han, Xiao Zhang, Mingjun Liu, Jiahui Wang, Yaqi Mou, Yakui Li, Yumei Song, Xicheng Construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma |
title | Construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma |
title_full | Construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma |
title_fullStr | Construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma |
title_full_unstemmed | Construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma |
title_short | Construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma |
title_sort | construction and validation of a prognostic nine-gene signature associated with radiosensitivity in head and neck squamous cell carcinoma |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579965/ https://www.ncbi.nlm.nih.gov/pubmed/37854672 http://dx.doi.org/10.1016/j.ctro.2023.100686 |
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