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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Online Access: | http://dx.doi.org/10.1155/2020/7397132 |
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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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