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A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer
BACKGROUND: Bladder cancer (BCa) is a remarkably malignant and heterogeneous neoplastic disease, and its prognosis prediction is still challenging. Even with the mounting researches on the mechanisms of tumor immunotherapy, the prognostic value of T-cell proliferation regulators in bladder cancer re...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9539738/ https://www.ncbi.nlm.nih.gov/pubmed/36211359 http://dx.doi.org/10.3389/fimmu.2022.970949 |
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author | Hou, Jian Wen, Xiangyang Lu, Zhenquan Wu, Guoqing Yang, Guang Tang, Cheng Qu, Genyi Xu, Yong |
author_facet | Hou, Jian Wen, Xiangyang Lu, Zhenquan Wu, Guoqing Yang, Guang Tang, Cheng Qu, Genyi Xu, Yong |
author_sort | Hou, Jian |
collection | PubMed |
description | BACKGROUND: Bladder cancer (BCa) is a remarkably malignant and heterogeneous neoplastic disease, and its prognosis prediction is still challenging. Even with the mounting researches on the mechanisms of tumor immunotherapy, the prognostic value of T-cell proliferation regulators in bladder cancer remains elusive. METHODS: Herein, we collected mRNA expression profiles and relevant clinical information of bladder cancer sufferers from a publicly available data base. Then, the LASSO Cox regression model was utilized to establish a multi-gene signature for the TCGA cohort to predict the prognosis and staging of bladder cancer. Eventually, the predictive power of the model was validated by randomized grouping. RESULTS: The outcomes revealed that most genes related to T-cell proliferation in the TCGA cohort exhibited different expressions between BCa cells and neighboring healthy tissues. Univariable Cox regressive analyses showed that four DEGs were related to OS in bladder cancer patients (p<0.05). We constructed a histogram containing four clinical characteristics and separated sufferers into high- and low-risk groups. High-risk sufferers had remarkably lower OS compared with low-risk sufferers (P<0.001). Eventually, the predictive power of the signature was verified by ROC curve analyses, and similar results were obtained in the validation cohort. Functional analyses were also completed, which showed the enrichment of immune-related pathways and different immune status in the two groups. Moreover, by single-cell sequencing, our team verified that CXCL12, a T-lymphocyte proliferation regulator, influenced bladder oncogenesis and progression by depleting T-lymphocyte proliferation in the tumor microenvironment, thus promoting tumor immune evasion. CONCLUSION: This study establishes a novel T cell proliferation-associated regulator signature which can be used for the prognostic prediction of bladder cancer. The outcomes herein facilitate the studies on T-cell proliferation and its immune micro-environment to ameliorate prognoses and immunotherapeutic responses. |
format | Online Article Text |
id | pubmed-9539738 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95397382022-10-08 A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer Hou, Jian Wen, Xiangyang Lu, Zhenquan Wu, Guoqing Yang, Guang Tang, Cheng Qu, Genyi Xu, Yong Front Immunol Immunology BACKGROUND: Bladder cancer (BCa) is a remarkably malignant and heterogeneous neoplastic disease, and its prognosis prediction is still challenging. Even with the mounting researches on the mechanisms of tumor immunotherapy, the prognostic value of T-cell proliferation regulators in bladder cancer remains elusive. METHODS: Herein, we collected mRNA expression profiles and relevant clinical information of bladder cancer sufferers from a publicly available data base. Then, the LASSO Cox regression model was utilized to establish a multi-gene signature for the TCGA cohort to predict the prognosis and staging of bladder cancer. Eventually, the predictive power of the model was validated by randomized grouping. RESULTS: The outcomes revealed that most genes related to T-cell proliferation in the TCGA cohort exhibited different expressions between BCa cells and neighboring healthy tissues. Univariable Cox regressive analyses showed that four DEGs were related to OS in bladder cancer patients (p<0.05). We constructed a histogram containing four clinical characteristics and separated sufferers into high- and low-risk groups. High-risk sufferers had remarkably lower OS compared with low-risk sufferers (P<0.001). Eventually, the predictive power of the signature was verified by ROC curve analyses, and similar results were obtained in the validation cohort. Functional analyses were also completed, which showed the enrichment of immune-related pathways and different immune status in the two groups. Moreover, by single-cell sequencing, our team verified that CXCL12, a T-lymphocyte proliferation regulator, influenced bladder oncogenesis and progression by depleting T-lymphocyte proliferation in the tumor microenvironment, thus promoting tumor immune evasion. CONCLUSION: This study establishes a novel T cell proliferation-associated regulator signature which can be used for the prognostic prediction of bladder cancer. The outcomes herein facilitate the studies on T-cell proliferation and its immune micro-environment to ameliorate prognoses and immunotherapeutic responses. Frontiers Media S.A. 2022-09-23 /pmc/articles/PMC9539738/ /pubmed/36211359 http://dx.doi.org/10.3389/fimmu.2022.970949 Text en Copyright © 2022 Hou, Wen, Lu, Wu, Yang, Tang, Qu and Xu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Hou, Jian Wen, Xiangyang Lu, Zhenquan Wu, Guoqing Yang, Guang Tang, Cheng Qu, Genyi Xu, Yong A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer |
title | A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer |
title_full | A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer |
title_fullStr | A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer |
title_full_unstemmed | A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer |
title_short | A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer |
title_sort | novel t-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9539738/ https://www.ncbi.nlm.nih.gov/pubmed/36211359 http://dx.doi.org/10.3389/fimmu.2022.970949 |
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