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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 |
Sumario: | 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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