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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...

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Autores principales: Lu, Congxian, Sun, Qi, Guo, Ying, Han, Xiao, Zhang, Mingjun, Liu, Jiahui, Wang, Yaqi, Mou, Yakui, Li, Yumei, Song, Xicheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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.
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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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