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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...

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Autores principales: Wang, Yejinpeng, Chen, Liang, Yu, Mengxue, Fang, Yayun, Qian, Kaiyu, Wang, Gang, Ju, Lingao, Xiao, Yu, Wang, Xinghuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
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.
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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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