Prognostic Correlation of an Autophagy-Related Gene Signature in Patients with Head and Neck Squamous Cell Carcinoma

Considerable evidence indicates that autophagy plays a vital role in the biological processes of various cancers. The aim of this study is to evaluate the prognostic value of autophagy-related genes in patients with head and neck squamous cell carcinoma (HNSCC). Transcriptome expression profiles and...

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Main Authors: Cai Yang, Hongxiang Mei, Liang Peng, Fulin Jiang, Bingjie Xie, Juan Li
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2020/7397132
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spelling doaj-b5a936ebd05d4f1f82ea3ef9c336772c2021-01-11T02:21:53ZengHindawi LimitedComputational and Mathematical Methods in Medicine1748-67182020-01-01202010.1155/2020/7397132Prognostic Correlation of an Autophagy-Related Gene Signature in Patients with Head and Neck Squamous Cell CarcinomaCai Yang0Hongxiang Mei1Liang Peng2Fulin Jiang3Bingjie Xie4Juan Li5Department of OrthodonticsDepartment of OrthodonticsIntelligent Information Technologies and Applications Lab (IIT)Department of OrthodonticsDepartment of OrthodonticsDepartment of OrthodonticsConsiderable evidence indicates that autophagy plays a vital role in the biological processes of various cancers. The aim of this study is to evaluate the prognostic value of autophagy-related genes in patients with head and neck squamous cell carcinoma (HNSCC). Transcriptome expression profiles and clinical data acquired from The Cancer Genome Atlas (TCGA) database were analyzed by Cox proportional hazards model and Kaplan–Meier survival analysis to screen autophagy-related prognostic genes that were significantly correlated with HNSCC patients’ overall survival. Functional enrichment analyses were performed to explore biological functions of differentially expressed autophagy-related genes (ARGs) identified in HNSCC patients. Six ARGs (EGFR, HSPB8, PRKN, CDKN2A, FADD, and ITGA3) identified with significantly prognostic values for HNSCC were used to construct a risk signature that could stratify patients into the high-risk and low-risk groups. This signature demonstrated great value in predicting prognosis for HNSCC patients and was indicated as an independent prognostic factor in terms of clinicopathological characteristics (sex, age, clinical stage, histological grade, anatomic subdivision, alcohol history, smoking status, HPV status, and mutational status of the samples). The prognostic signature was also validated by data from the Gene Expression Omnibus (GEO) database and International Cancer Genome Consortium (ICGC). In conclusion, this study provides a novel autophagy-related gene signature for predicting prognosis of HNSCC patients and gives molecular insights of autophagy in HNSCC.http://dx.doi.org/10.1155/2020/7397132
collection DOAJ
language English
format Article
sources DOAJ
author Cai Yang
Hongxiang Mei
Liang Peng
Fulin Jiang
Bingjie Xie
Juan Li
spellingShingle Cai Yang
Hongxiang Mei
Liang Peng
Fulin Jiang
Bingjie Xie
Juan Li
Prognostic Correlation of an Autophagy-Related Gene Signature in Patients with Head and Neck Squamous Cell Carcinoma
Computational and Mathematical Methods in Medicine
author_facet Cai Yang
Hongxiang Mei
Liang Peng
Fulin Jiang
Bingjie Xie
Juan Li
author_sort Cai Yang
title Prognostic Correlation of an Autophagy-Related Gene Signature in Patients with Head and Neck Squamous Cell Carcinoma
title_short Prognostic Correlation of an Autophagy-Related Gene Signature in Patients with Head and Neck Squamous Cell Carcinoma
title_full Prognostic Correlation of an Autophagy-Related Gene Signature in Patients with Head and Neck Squamous Cell Carcinoma
title_fullStr Prognostic Correlation of an Autophagy-Related Gene Signature in Patients with Head and Neck Squamous Cell Carcinoma
title_full_unstemmed Prognostic Correlation of an Autophagy-Related Gene Signature in Patients with Head and Neck Squamous Cell Carcinoma
title_sort prognostic correlation of an autophagy-related gene signature in patients with head and neck squamous cell carcinoma
publisher Hindawi Limited
series Computational and Mathematical Methods in Medicine
issn 1748-6718
publishDate 2020-01-01
description Considerable evidence indicates that autophagy plays a vital role in the biological processes of various cancers. The aim of this study is to evaluate the prognostic value of autophagy-related genes in patients with head and neck squamous cell carcinoma (HNSCC). Transcriptome expression profiles and clinical data acquired from The Cancer Genome Atlas (TCGA) database were analyzed by Cox proportional hazards model and Kaplan–Meier survival analysis to screen autophagy-related prognostic genes that were significantly correlated with HNSCC patients’ overall survival. Functional enrichment analyses were performed to explore biological functions of differentially expressed autophagy-related genes (ARGs) identified in HNSCC patients. Six ARGs (EGFR, HSPB8, PRKN, CDKN2A, FADD, and ITGA3) identified with significantly prognostic values for HNSCC were used to construct a risk signature that could stratify patients into the high-risk and low-risk groups. This signature demonstrated great value in predicting prognosis for HNSCC patients and was indicated as an independent prognostic factor in terms of clinicopathological characteristics (sex, age, clinical stage, histological grade, anatomic subdivision, alcohol history, smoking status, HPV status, and mutational status of the samples). The prognostic signature was also validated by data from the Gene Expression Omnibus (GEO) database and International Cancer Genome Consortium (ICGC). In conclusion, this study provides a novel autophagy-related gene signature for predicting prognosis of HNSCC patients and gives molecular insights of autophagy in HNSCC.
url http://dx.doi.org/10.1155/2020/7397132
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