Cargando…
A novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma
BACKGROUND: Head and neck squamous cell carcinoma (HNSCC) is the most common malignant tumor of head and neck, which seriously threatens human life and health. However, the mechanism of hypoxia-associated genes (HAGs) in HNSCC remains unelucidated. This study aims to establish a hypoxia-associated g...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647095/ https://www.ncbi.nlm.nih.gov/pubmed/37964257 http://dx.doi.org/10.1186/s12903-023-03489-8 |
_version_ | 1785147499706580992 |
---|---|
author | Luo, Jingyi Huang, Yuejiao Wu, Jiahe Dai, Lin Dong, Mingyou Cheng, Bo |
author_facet | Luo, Jingyi Huang, Yuejiao Wu, Jiahe Dai, Lin Dong, Mingyou Cheng, Bo |
author_sort | Luo, Jingyi |
collection | PubMed |
description | BACKGROUND: Head and neck squamous cell carcinoma (HNSCC) is the most common malignant tumor of head and neck, which seriously threatens human life and health. However, the mechanism of hypoxia-associated genes (HAGs) in HNSCC remains unelucidated. This study aims to establish a hypoxia-associated gene signature and the nomogram for predicting the prognosis of patients with HNSCC. METHODS: Previous literature reports provided a list of HAGs. The TCGA database provided genetic and clinical information on HNSCC patients. First, a hypoxia-associated gene risk model was constructed for predicting overall survival (OS) in HNSCC patients and externally validated in four GEO datasets (GSE27020, GSE41613, GSE42743, and GSE117973). Then, immune status and metabolic pathways were analyzed. A nomogram was constructed and assessed the predictive value. Finally, experimental validation of the core genes was performed by qRT-PCR. RESULTS: A HNSCC prognostic model was constructed based on 8 HAGs. This risk model was validated in four external datasets and exhibited high predictive value in various clinical subgroups. Significant differences in immune cell infiltration levels and metabolic pathways were found between high and low risk subgroups. The nomogram was highly accurate for predicting OS in HNSCC patients. CONCLUSIONS: The 8 hypoxia-associated gene signature can serve as novel independent prognostic indicators in HNSCC patients. The nomogram combining the risk score and clinical stage enhanced predictive performance in predicting OS compared to the risk model and clinical characteristics alone. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12903-023-03489-8. |
format | Online Article Text |
id | pubmed-10647095 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106470952023-11-14 A novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma Luo, Jingyi Huang, Yuejiao Wu, Jiahe Dai, Lin Dong, Mingyou Cheng, Bo BMC Oral Health Research BACKGROUND: Head and neck squamous cell carcinoma (HNSCC) is the most common malignant tumor of head and neck, which seriously threatens human life and health. However, the mechanism of hypoxia-associated genes (HAGs) in HNSCC remains unelucidated. This study aims to establish a hypoxia-associated gene signature and the nomogram for predicting the prognosis of patients with HNSCC. METHODS: Previous literature reports provided a list of HAGs. The TCGA database provided genetic and clinical information on HNSCC patients. First, a hypoxia-associated gene risk model was constructed for predicting overall survival (OS) in HNSCC patients and externally validated in four GEO datasets (GSE27020, GSE41613, GSE42743, and GSE117973). Then, immune status and metabolic pathways were analyzed. A nomogram was constructed and assessed the predictive value. Finally, experimental validation of the core genes was performed by qRT-PCR. RESULTS: A HNSCC prognostic model was constructed based on 8 HAGs. This risk model was validated in four external datasets and exhibited high predictive value in various clinical subgroups. Significant differences in immune cell infiltration levels and metabolic pathways were found between high and low risk subgroups. The nomogram was highly accurate for predicting OS in HNSCC patients. CONCLUSIONS: The 8 hypoxia-associated gene signature can serve as novel independent prognostic indicators in HNSCC patients. The nomogram combining the risk score and clinical stage enhanced predictive performance in predicting OS compared to the risk model and clinical characteristics alone. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12903-023-03489-8. BioMed Central 2023-11-14 /pmc/articles/PMC10647095/ /pubmed/37964257 http://dx.doi.org/10.1186/s12903-023-03489-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Luo, Jingyi Huang, Yuejiao Wu, Jiahe Dai, Lin Dong, Mingyou Cheng, Bo A novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma |
title | A novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma |
title_full | A novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma |
title_fullStr | A novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma |
title_full_unstemmed | A novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma |
title_short | A novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma |
title_sort | novel hypoxia-associated gene signature for prognosis prediction in head and neck squamous cell carcinoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647095/ https://www.ncbi.nlm.nih.gov/pubmed/37964257 http://dx.doi.org/10.1186/s12903-023-03489-8 |
work_keys_str_mv | AT luojingyi anovelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT huangyuejiao anovelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT wujiahe anovelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT dailin anovelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT dongmingyou anovelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT chengbo anovelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT luojingyi novelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT huangyuejiao novelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT wujiahe novelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT dailin novelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT dongmingyou novelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma AT chengbo novelhypoxiaassociatedgenesignatureforprognosispredictioninheadandnecksquamouscellcarcinoma |