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Landscape of the intratumroal microenvironment in bladder cancer: Implications for prognosis and immunotherapy
INTRODUCTION: This study aims to present the landscape of the intratumoral microenvironment and by which establish a classification system that can be used to predict the prognosis of bladder cancer patients and their response to anti-PD-L1 immunotherapy. METHODS: The expression profiles of 1554 bla...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730156/ https://www.ncbi.nlm.nih.gov/pubmed/36514337 http://dx.doi.org/10.1016/j.csbj.2022.11.052 |
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author | Bian, Zichen Chen, Jia Liu, Chang Ge, Qintao Zhang, Meng Meng, Jialin Liang, Chaozhao |
author_facet | Bian, Zichen Chen, Jia Liu, Chang Ge, Qintao Zhang, Meng Meng, Jialin Liang, Chaozhao |
author_sort | Bian, Zichen |
collection | PubMed |
description | INTRODUCTION: This study aims to present the landscape of the intratumoral microenvironment and by which establish a classification system that can be used to predict the prognosis of bladder cancer patients and their response to anti-PD-L1 immunotherapy. METHODS: The expression profiles of 1554 bladder cancer cases were downloaded from seven public datasets. Single-sample gene set enrichment analysis (ssGSEA), univariate Cox regression analysis, and meta-analysis were employed to establish the bladder cancer immune prognostic index (BCIPI). Extensive analyses were executed to investigate the association between BCIPI and overall survival, tumor-infiltrated immunocytes, immunotherapeutic response, mutation load, etc. RESULTS: The results obtained from seven independent cohorts and meta-analyses suggested that the BCIPI is an effective classification system for estimating bladder cancer patients’ overall survival. Patients in the BCIPI-High subgroup revealed different immunophenotypic outcomes from those in the BCIPI-Low subgroup regarding tumor-infiltrated immunocytes and mutated genes. Subsequent analysis suggested that patients in the BCIPI-High subgroup were more sensitive to anti-PD-L1 immunotherapy than those in the BCIPI-Low subgroup. CONCLUSIONS: The newly established BCIPI is a valuable tool for predicting overall survival outcomes and immunotherapeutic responses in patients with bladder cancer. |
format | Online Article Text |
id | pubmed-9730156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-97301562022-12-12 Landscape of the intratumroal microenvironment in bladder cancer: Implications for prognosis and immunotherapy Bian, Zichen Chen, Jia Liu, Chang Ge, Qintao Zhang, Meng Meng, Jialin Liang, Chaozhao Comput Struct Biotechnol J Research Article INTRODUCTION: This study aims to present the landscape of the intratumoral microenvironment and by which establish a classification system that can be used to predict the prognosis of bladder cancer patients and their response to anti-PD-L1 immunotherapy. METHODS: The expression profiles of 1554 bladder cancer cases were downloaded from seven public datasets. Single-sample gene set enrichment analysis (ssGSEA), univariate Cox regression analysis, and meta-analysis were employed to establish the bladder cancer immune prognostic index (BCIPI). Extensive analyses were executed to investigate the association between BCIPI and overall survival, tumor-infiltrated immunocytes, immunotherapeutic response, mutation load, etc. RESULTS: The results obtained from seven independent cohorts and meta-analyses suggested that the BCIPI is an effective classification system for estimating bladder cancer patients’ overall survival. Patients in the BCIPI-High subgroup revealed different immunophenotypic outcomes from those in the BCIPI-Low subgroup regarding tumor-infiltrated immunocytes and mutated genes. Subsequent analysis suggested that patients in the BCIPI-High subgroup were more sensitive to anti-PD-L1 immunotherapy than those in the BCIPI-Low subgroup. CONCLUSIONS: The newly established BCIPI is a valuable tool for predicting overall survival outcomes and immunotherapeutic responses in patients with bladder cancer. Research Network of Computational and Structural Biotechnology 2022-12-01 /pmc/articles/PMC9730156/ /pubmed/36514337 http://dx.doi.org/10.1016/j.csbj.2022.11.052 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Bian, Zichen Chen, Jia Liu, Chang Ge, Qintao Zhang, Meng Meng, Jialin Liang, Chaozhao Landscape of the intratumroal microenvironment in bladder cancer: Implications for prognosis and immunotherapy |
title | Landscape of the intratumroal microenvironment in bladder cancer: Implications for prognosis and immunotherapy |
title_full | Landscape of the intratumroal microenvironment in bladder cancer: Implications for prognosis and immunotherapy |
title_fullStr | Landscape of the intratumroal microenvironment in bladder cancer: Implications for prognosis and immunotherapy |
title_full_unstemmed | Landscape of the intratumroal microenvironment in bladder cancer: Implications for prognosis and immunotherapy |
title_short | Landscape of the intratumroal microenvironment in bladder cancer: Implications for prognosis and immunotherapy |
title_sort | landscape of the intratumroal microenvironment in bladder cancer: implications for prognosis and immunotherapy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730156/ https://www.ncbi.nlm.nih.gov/pubmed/36514337 http://dx.doi.org/10.1016/j.csbj.2022.11.052 |
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