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Immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer
BACKGROUND: There is no good prognostic model that could predict the prognosis of bladder cancer (BCa) and the benefit of immunotherapy. METHODS: Through the least absolute shrinkage and selection operator (LASSO) algorithm, we constructed a 13‐mRNA immune signature from the TCGA cohort (n = 406). W...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571842/ https://www.ncbi.nlm.nih.gov/pubmed/32841548 http://dx.doi.org/10.1002/cam4.3400 |
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author | Wang, Yejinpeng Chen, Liang Yu, Mengxue Fang, Yayun Qian, Kaiyu Wang, Gang Ju, Lingao Xiao, Yu Wang, Xinghuan |
author_facet | Wang, Yejinpeng Chen, Liang Yu, Mengxue Fang, Yayun Qian, Kaiyu Wang, Gang Ju, Lingao Xiao, Yu Wang, Xinghuan |
author_sort | Wang, Yejinpeng |
collection | PubMed |
description | BACKGROUND: There is no good prognostic model that could predict the prognosis of bladder cancer (BCa) and the benefit of immunotherapy. METHODS: Through the least absolute shrinkage and selection operator (LASSO) algorithm, we constructed a 13‐mRNA immune signature from the TCGA cohort (n = 406). We validated its prognostic value and predictive value for the benefit of immunotherapy with four independent validation cohort (GSE13507 [n = 256], GSE31684 [n = 93], GSE32894 [n = 308], and IMvigor210 cohort [n = 298]). RESULTS: Our results indicating that high‐risk group with higher inhibitory immune cell infiltration (regulatory T cells [Tregs] and macrophage, etc), higher expression of immune checkpoints, and more T cell suppressive pathways (transforming growth factor β [TGF‐β], epithelial‐mesenchymal transition [EMT], etc) were activated. Besides, the immune signature showed a good predictive value for the benefit of immunotherapy in a cohort of urothelial carcinoma patients treated with PD‐L1. CONCLUSIONS: The immune signature constructed is convenient to classify the immunotherapeutic susceptibility of patients with BCa, so as to achieve precision immunotherapy for BCa. |
format | Online Article Text |
id | pubmed-7571842 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75718422020-10-23 Immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer Wang, Yejinpeng Chen, Liang Yu, Mengxue Fang, Yayun Qian, Kaiyu Wang, Gang Ju, Lingao Xiao, Yu Wang, Xinghuan Cancer Med Cancer Biology BACKGROUND: There is no good prognostic model that could predict the prognosis of bladder cancer (BCa) and the benefit of immunotherapy. METHODS: Through the least absolute shrinkage and selection operator (LASSO) algorithm, we constructed a 13‐mRNA immune signature from the TCGA cohort (n = 406). We validated its prognostic value and predictive value for the benefit of immunotherapy with four independent validation cohort (GSE13507 [n = 256], GSE31684 [n = 93], GSE32894 [n = 308], and IMvigor210 cohort [n = 298]). RESULTS: Our results indicating that high‐risk group with higher inhibitory immune cell infiltration (regulatory T cells [Tregs] and macrophage, etc), higher expression of immune checkpoints, and more T cell suppressive pathways (transforming growth factor β [TGF‐β], epithelial‐mesenchymal transition [EMT], etc) were activated. Besides, the immune signature showed a good predictive value for the benefit of immunotherapy in a cohort of urothelial carcinoma patients treated with PD‐L1. CONCLUSIONS: The immune signature constructed is convenient to classify the immunotherapeutic susceptibility of patients with BCa, so as to achieve precision immunotherapy for BCa. John Wiley and Sons Inc. 2020-08-25 /pmc/articles/PMC7571842/ /pubmed/32841548 http://dx.doi.org/10.1002/cam4.3400 Text en © 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Cancer Biology Wang, Yejinpeng Chen, Liang Yu, Mengxue Fang, Yayun Qian, Kaiyu Wang, Gang Ju, Lingao Xiao, Yu Wang, Xinghuan Immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer |
title | Immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer |
title_full | Immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer |
title_fullStr | Immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer |
title_full_unstemmed | Immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer |
title_short | Immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer |
title_sort | immune‐related signature predicts the prognosis and immunotherapy benefit in bladder cancer |
topic | Cancer Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571842/ https://www.ncbi.nlm.nih.gov/pubmed/32841548 http://dx.doi.org/10.1002/cam4.3400 |
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