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Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma

Immunotherapy has become a promising therapeutic option for Head and neck squamous cell carcinoma (HNSC). However, only a small percentage of patients could benefit from it, and the overall prognosis was far from satisfactory. In this study, by comprehensively computational analyses of hundreds of H...

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Detalles Bibliográficos
Autores principales: Qiang, Weijie, Dai, Yifei, Xing, Xiaoyan, Sun, Xiaobo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7921014/
https://www.ncbi.nlm.nih.gov/pubmed/33717423
http://dx.doi.org/10.1016/j.csbj.2021.01.046
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author Qiang, Weijie
Dai, Yifei
Xing, Xiaoyan
Sun, Xiaobo
author_facet Qiang, Weijie
Dai, Yifei
Xing, Xiaoyan
Sun, Xiaobo
author_sort Qiang, Weijie
collection PubMed
description Immunotherapy has become a promising therapeutic option for Head and neck squamous cell carcinoma (HNSC). However, only a small percentage of patients could benefit from it, and the overall prognosis was far from satisfactory. In this study, by comprehensively computational analyses of hundreds of HNSC samples, a prognostic signature composed of 13 immune-related genes (IRGs) was constructed. The results of the analyses in multiple datasets indicated that our signature had high predictive accuracy and could serve as an independent prognostic predictor. Based on this signature and multiple clinical variables, we also established a prognostic nomogram to quantitatively predict the survival risk of individual patients. Moreover, this signature could accurately predict survival, reflect the immune microenvironment, and predict immunotherapy efficacy among HNSC patients. Two potential drugs (doxorubicin and daunorubicin) were also identified via Connectivity Map and molecular docking, which could be used for HNSC combination therapy. Taken together, we developed and validated a robust IRG-based prognostic signature to monitor the prognosis of HNSC, which could provide a solid foundation for individualized cancer immunotherapy.
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spelling pubmed-79210142021-03-12 Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma Qiang, Weijie Dai, Yifei Xing, Xiaoyan Sun, Xiaobo Comput Struct Biotechnol J Research Article Immunotherapy has become a promising therapeutic option for Head and neck squamous cell carcinoma (HNSC). However, only a small percentage of patients could benefit from it, and the overall prognosis was far from satisfactory. In this study, by comprehensively computational analyses of hundreds of HNSC samples, a prognostic signature composed of 13 immune-related genes (IRGs) was constructed. The results of the analyses in multiple datasets indicated that our signature had high predictive accuracy and could serve as an independent prognostic predictor. Based on this signature and multiple clinical variables, we also established a prognostic nomogram to quantitatively predict the survival risk of individual patients. Moreover, this signature could accurately predict survival, reflect the immune microenvironment, and predict immunotherapy efficacy among HNSC patients. Two potential drugs (doxorubicin and daunorubicin) were also identified via Connectivity Map and molecular docking, which could be used for HNSC combination therapy. Taken together, we developed and validated a robust IRG-based prognostic signature to monitor the prognosis of HNSC, which could provide a solid foundation for individualized cancer immunotherapy. Research Network of Computational and Structural Biotechnology 2021-02-09 /pmc/articles/PMC7921014/ /pubmed/33717423 http://dx.doi.org/10.1016/j.csbj.2021.01.046 Text en © 2021 The Authors http://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 Research Article
Qiang, Weijie
Dai, Yifei
Xing, Xiaoyan
Sun, Xiaobo
Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma
title Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma
title_full Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma
title_fullStr Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma
title_full_unstemmed Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma
title_short Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma
title_sort identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7921014/
https://www.ncbi.nlm.nih.gov/pubmed/33717423
http://dx.doi.org/10.1016/j.csbj.2021.01.046
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