Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1783559236465197056 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7360573 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT fenghao developmentandvalidationofprognosticindexbasedonautophagyrelatedgenesinpatientwithheadandnecksquamouscellcarcinoma AT zhonglinna developmentandvalidationofprognosticindexbasedonautophagyrelatedgenesinpatientwithheadandnecksquamouscellcarcinoma AT yangxiangjun developmentandvalidationofprognosticindexbasedonautophagyrelatedgenesinpatientwithheadandnecksquamouscellcarcinoma AT wanqianbing developmentandvalidationofprognosticindexbasedonautophagyrelatedgenesinpatientwithheadandnecksquamouscellcarcinoma AT peixibo developmentandvalidationofprognosticindexbasedonautophagyrelatedgenesinpatientwithheadandnecksquamouscellcarcinoma AT wangjian developmentandvalidationofprognosticindexbasedonautophagyrelatedgenesinpatientwithheadandnecksquamouscellcarcinoma |