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Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma

Head and neck squamous cell carcinoma (HNSCC) is one of the most common cancers worldwide, accounting for almost 50% of all malignancies in developing nations. Autophagy plays a vital role in cancer initiation, malignant progression, and resistance to treatment. However, autophagy-related gene sets...

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Autores principales: Feng, Hao, Zhong, Linna, Yang, Xiangjun, Wan, Qianbing, Pei, Xibo, Wang, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7360573/
https://www.ncbi.nlm.nih.gov/pubmed/32695478
http://dx.doi.org/10.1038/s41420-020-00294-y
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author Feng, Hao
Zhong, Linna
Yang, Xiangjun
Wan, Qianbing
Pei, Xibo
Wang, Jian
author_facet Feng, Hao
Zhong, Linna
Yang, Xiangjun
Wan, Qianbing
Pei, Xibo
Wang, Jian
author_sort Feng, Hao
collection PubMed
description Head and neck squamous cell carcinoma (HNSCC) is one of the most common cancers worldwide, accounting for almost 50% of all malignancies in developing nations. Autophagy plays a vital role in cancer initiation, malignant progression, and resistance to treatment. However, autophagy-related gene sets have rarely been analyzed in HNSCC. Hence, it is necessary to assess its clinical and pathological significance in a larger cohort of patients with HNSCC. The purpose of this study was to establish a novel autophagy-related prognostic marker for HNSCC. We screened 232 autophagy-related genes (ARGs) and identified 38 differentially expressed ARGs in The Cancer Genome Atlas (TCGA) cohorts. The prognosis-related ARGs signature, established using the univariate and multivariate Cox proportional regression models, consists of 10 ARGs that could divide patients into high-risk and low-risk groups. Survival analysis indicated that patients in the high-risk group had dramatically shorter overall survival compared with their low-risk counterparts. Cox regression analysis further confirmed the independent prognostic value of the autophagy-related signature, and the area under the receiver operating characteristic curve of the combined prognostic model was 0.722. Finally, the efficacy of autophagy-related signature was also validated by an independent cohort from the Gene Expression Omnibus (GEO) database. Collectively, we successfully constructed a novel autophagy-related signature for the prediction of prognosis in patients with HNSCC.
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spelling pubmed-73605732020-07-20 Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma Feng, Hao Zhong, Linna Yang, Xiangjun Wan, Qianbing Pei, Xibo Wang, Jian Cell Death Discov Article Head and neck squamous cell carcinoma (HNSCC) is one of the most common cancers worldwide, accounting for almost 50% of all malignancies in developing nations. Autophagy plays a vital role in cancer initiation, malignant progression, and resistance to treatment. However, autophagy-related gene sets have rarely been analyzed in HNSCC. Hence, it is necessary to assess its clinical and pathological significance in a larger cohort of patients with HNSCC. The purpose of this study was to establish a novel autophagy-related prognostic marker for HNSCC. We screened 232 autophagy-related genes (ARGs) and identified 38 differentially expressed ARGs in The Cancer Genome Atlas (TCGA) cohorts. The prognosis-related ARGs signature, established using the univariate and multivariate Cox proportional regression models, consists of 10 ARGs that could divide patients into high-risk and low-risk groups. Survival analysis indicated that patients in the high-risk group had dramatically shorter overall survival compared with their low-risk counterparts. Cox regression analysis further confirmed the independent prognostic value of the autophagy-related signature, and the area under the receiver operating characteristic curve of the combined prognostic model was 0.722. Finally, the efficacy of autophagy-related signature was also validated by an independent cohort from the Gene Expression Omnibus (GEO) database. Collectively, we successfully constructed a novel autophagy-related signature for the prediction of prognosis in patients with HNSCC. Nature Publishing Group UK 2020-07-14 /pmc/articles/PMC7360573/ /pubmed/32695478 http://dx.doi.org/10.1038/s41420-020-00294-y Text en © The Author(s) 2020 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Feng, Hao
Zhong, Linna
Yang, Xiangjun
Wan, Qianbing
Pei, Xibo
Wang, Jian
Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma
title Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma
title_full Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma
title_fullStr Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma
title_full_unstemmed Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma
title_short Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma
title_sort development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7360573/
https://www.ncbi.nlm.nih.gov/pubmed/32695478
http://dx.doi.org/10.1038/s41420-020-00294-y
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