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Identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer
BACKGROUND: Bladder cancer is the leading causes of cancer-associated mortality and seriously affects population health. Hypoxia plays a key role in tumor development and immune escape, which contributes to malignant behaviors. METHODS: In this study, we analyzed the RNA-seq and clinical information...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8103571/ https://www.ncbi.nlm.nih.gov/pubmed/33962639 http://dx.doi.org/10.1186/s12935-021-01954-4 |
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author | Sun, Xianchao Zhou, Zhen Zhang, Ying Wang, Jinyou Zhao, Xiaofeng Jin, Liang Zhai, Tingshuai Liu, Xiang Zhang, Jiaxin Mei, Wangli Zhang, Bihui Luo, Ming Yao, Xudong Ye, Lin |
author_facet | Sun, Xianchao Zhou, Zhen Zhang, Ying Wang, Jinyou Zhao, Xiaofeng Jin, Liang Zhai, Tingshuai Liu, Xiang Zhang, Jiaxin Mei, Wangli Zhang, Bihui Luo, Ming Yao, Xudong Ye, Lin |
author_sort | Sun, Xianchao |
collection | PubMed |
description | BACKGROUND: Bladder cancer is the leading causes of cancer-associated mortality and seriously affects population health. Hypoxia plays a key role in tumor development and immune escape, which contributes to malignant behaviors. METHODS: In this study, we analyzed the RNA-seq and clinical information of bladder cancer patients from The Cancer Genome Atlas (TCGA) database. To investigate the hypoxia-related prognostic and immune microenvironment in bladder cancer, we constructed a hypoxia-related risk model for overall survival (OS). The RNA-seq and clinical data of bladder cancer patients from the Gene Expression Omnibus (GEO) database were used as validation sets. RESULTS: The hypoxia-related risk signature was significantly correlated with clinical outcomes and could independently predict OS outcomes. Furthermore, the hypoxia-related risk signature could effectively reflected the levels of immune cell type fractions and the expression of critical immune checkpoint genes were higher in the high-risk group compared to the low-risk group. We also validated the expression levels of the prognostic genes in bladder cancer and paracancerous tissue samples through qRT-PCR analysis. CONCLUSION: We established a 7 hypoxia-related gene (HRG) signature that can be used as an independent clinical predictor and provided a potential mechanism in bladder cancer immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12935-021-01954-4. |
format | Online Article Text |
id | pubmed-8103571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81035712021-05-10 Identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer Sun, Xianchao Zhou, Zhen Zhang, Ying Wang, Jinyou Zhao, Xiaofeng Jin, Liang Zhai, Tingshuai Liu, Xiang Zhang, Jiaxin Mei, Wangli Zhang, Bihui Luo, Ming Yao, Xudong Ye, Lin Cancer Cell Int Primary Research BACKGROUND: Bladder cancer is the leading causes of cancer-associated mortality and seriously affects population health. Hypoxia plays a key role in tumor development and immune escape, which contributes to malignant behaviors. METHODS: In this study, we analyzed the RNA-seq and clinical information of bladder cancer patients from The Cancer Genome Atlas (TCGA) database. To investigate the hypoxia-related prognostic and immune microenvironment in bladder cancer, we constructed a hypoxia-related risk model for overall survival (OS). The RNA-seq and clinical data of bladder cancer patients from the Gene Expression Omnibus (GEO) database were used as validation sets. RESULTS: The hypoxia-related risk signature was significantly correlated with clinical outcomes and could independently predict OS outcomes. Furthermore, the hypoxia-related risk signature could effectively reflected the levels of immune cell type fractions and the expression of critical immune checkpoint genes were higher in the high-risk group compared to the low-risk group. We also validated the expression levels of the prognostic genes in bladder cancer and paracancerous tissue samples through qRT-PCR analysis. CONCLUSION: We established a 7 hypoxia-related gene (HRG) signature that can be used as an independent clinical predictor and provided a potential mechanism in bladder cancer immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12935-021-01954-4. BioMed Central 2021-05-07 /pmc/articles/PMC8103571/ /pubmed/33962639 http://dx.doi.org/10.1186/s12935-021-01954-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 | Primary Research Sun, Xianchao Zhou, Zhen Zhang, Ying Wang, Jinyou Zhao, Xiaofeng Jin, Liang Zhai, Tingshuai Liu, Xiang Zhang, Jiaxin Mei, Wangli Zhang, Bihui Luo, Ming Yao, Xudong Ye, Lin Identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer |
title | Identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer |
title_full | Identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer |
title_fullStr | Identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer |
title_full_unstemmed | Identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer |
title_short | Identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer |
title_sort | identification and validation of a hypoxia-related prognostic and immune microenvironment signature in bladder cancer |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8103571/ https://www.ncbi.nlm.nih.gov/pubmed/33962639 http://dx.doi.org/10.1186/s12935-021-01954-4 |
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