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A Poliovirus Receptor (CD155)-Related Risk Signature Predicts the Prognosis of Bladder Cancer
BACKGROUND: Bladder cancer is an aggressive and heterogeneous disease associated with high morbidity and mortality. And poliovirus receptor (PVR or CD155) played crucial roles in tumor immune microenvironment and cancer development. However, their association remains obscure. METHODS: A total of 797...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8210672/ https://www.ncbi.nlm.nih.gov/pubmed/34150627 http://dx.doi.org/10.3389/fonc.2021.660273 |
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author | Luo, Cong Ye, Wenrui Hu, Jiao Othmane, Belaydi Li, Huihuang Chen, Jinbo Zu, Xiongbing |
author_facet | Luo, Cong Ye, Wenrui Hu, Jiao Othmane, Belaydi Li, Huihuang Chen, Jinbo Zu, Xiongbing |
author_sort | Luo, Cong |
collection | PubMed |
description | BACKGROUND: Bladder cancer is an aggressive and heterogeneous disease associated with high morbidity and mortality. And poliovirus receptor (PVR or CD155) played crucial roles in tumor immune microenvironment and cancer development. However, their association remains obscure. METHODS: A total of 797 patients from TCGA and GEO databases were employed in our study, in which 285 cases were set as the training cohort and 512 were defined as the validation cohort. Our own Xiangya cohort with 57 samples was also used for the validation. Survival differences were evaluated by Kaplan-Meier analysis between groups. The immune infiltration was evaluated by ESTIMATE, TIMER, and CIBERSORT algorithms. The risk signature was constructed by LASSO Cox regression analysis. And a nomogram model was generated subsequent to the multivariate Cox proportional hazards analysis to predict 3- and 5-year survival of patients with bladder cancer. RESULTS: PVR was overexpressed across various cancers including bladder cancer and related to poorer overall survival in bladder urothelial carcinoma (BLCA). Samples with higher World Health Organization (WHO) grade or higher tumor stage tended to express higher level of PVR. And PVR-related genes were involved in several immune processes and oncological pathways. When the patients were divided into low- and high-risk groups based on their risk scores, we found that patients in the high-risk group had shorter overall survival time. Besides, samples with high risk were consistently correlated with tumor hallmarks and higher abundance of immune infiltration. Additionally, chemotherapy showed potent efficacy in high-risk group. Moreover, a nomogram including clinicopathologic features and the established risk signature could predict 3- and 5-year survival in patients with bladder cancer. CONCLUSION: Our study revealed that PVR was overexpressed and related to poor prognosis in bladder cancer. A risk signature and nomogram model based on PVR-related genes could predict the prognosis and therapeutic efficacy and were also associated with the immune infiltration in bladder cancer. |
format | Online Article Text |
id | pubmed-8210672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82106722021-06-18 A Poliovirus Receptor (CD155)-Related Risk Signature Predicts the Prognosis of Bladder Cancer Luo, Cong Ye, Wenrui Hu, Jiao Othmane, Belaydi Li, Huihuang Chen, Jinbo Zu, Xiongbing Front Oncol Oncology BACKGROUND: Bladder cancer is an aggressive and heterogeneous disease associated with high morbidity and mortality. And poliovirus receptor (PVR or CD155) played crucial roles in tumor immune microenvironment and cancer development. However, their association remains obscure. METHODS: A total of 797 patients from TCGA and GEO databases were employed in our study, in which 285 cases were set as the training cohort and 512 were defined as the validation cohort. Our own Xiangya cohort with 57 samples was also used for the validation. Survival differences were evaluated by Kaplan-Meier analysis between groups. The immune infiltration was evaluated by ESTIMATE, TIMER, and CIBERSORT algorithms. The risk signature was constructed by LASSO Cox regression analysis. And a nomogram model was generated subsequent to the multivariate Cox proportional hazards analysis to predict 3- and 5-year survival of patients with bladder cancer. RESULTS: PVR was overexpressed across various cancers including bladder cancer and related to poorer overall survival in bladder urothelial carcinoma (BLCA). Samples with higher World Health Organization (WHO) grade or higher tumor stage tended to express higher level of PVR. And PVR-related genes were involved in several immune processes and oncological pathways. When the patients were divided into low- and high-risk groups based on their risk scores, we found that patients in the high-risk group had shorter overall survival time. Besides, samples with high risk were consistently correlated with tumor hallmarks and higher abundance of immune infiltration. Additionally, chemotherapy showed potent efficacy in high-risk group. Moreover, a nomogram including clinicopathologic features and the established risk signature could predict 3- and 5-year survival in patients with bladder cancer. CONCLUSION: Our study revealed that PVR was overexpressed and related to poor prognosis in bladder cancer. A risk signature and nomogram model based on PVR-related genes could predict the prognosis and therapeutic efficacy and were also associated with the immune infiltration in bladder cancer. Frontiers Media S.A. 2021-06-03 /pmc/articles/PMC8210672/ /pubmed/34150627 http://dx.doi.org/10.3389/fonc.2021.660273 Text en Copyright © 2021 Luo, Ye, Hu, Othmane, Li, Chen and Zu 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 | Oncology Luo, Cong Ye, Wenrui Hu, Jiao Othmane, Belaydi Li, Huihuang Chen, Jinbo Zu, Xiongbing A Poliovirus Receptor (CD155)-Related Risk Signature Predicts the Prognosis of Bladder Cancer |
title | A Poliovirus Receptor (CD155)-Related Risk Signature Predicts the Prognosis of Bladder Cancer |
title_full | A Poliovirus Receptor (CD155)-Related Risk Signature Predicts the Prognosis of Bladder Cancer |
title_fullStr | A Poliovirus Receptor (CD155)-Related Risk Signature Predicts the Prognosis of Bladder Cancer |
title_full_unstemmed | A Poliovirus Receptor (CD155)-Related Risk Signature Predicts the Prognosis of Bladder Cancer |
title_short | A Poliovirus Receptor (CD155)-Related Risk Signature Predicts the Prognosis of Bladder Cancer |
title_sort | poliovirus receptor (cd155)-related risk signature predicts the prognosis of bladder cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8210672/ https://www.ncbi.nlm.nih.gov/pubmed/34150627 http://dx.doi.org/10.3389/fonc.2021.660273 |
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