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Neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer

Neutrophils play a key role in the occurrence and development of cancer. However, the relationship between neutrophils and cancer prognosis remains unclear due to their great plasticity and diversity. To explore the effects of neutrophils on the clinical outcome of bladder cancer, we acquired and an...

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Autores principales: Yang, Rui, Zhang, Wengang, Shang, Xiaoling, Chen, Hang, Mu, Xin, Zhang, Yuqing, Zheng, Qi, Wang, Xiuwen, Liu, Yanguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9635818/
https://www.ncbi.nlm.nih.gov/pubmed/36339597
http://dx.doi.org/10.3389/fphar.2022.1013672
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author Yang, Rui
Zhang, Wengang
Shang, Xiaoling
Chen, Hang
Mu, Xin
Zhang, Yuqing
Zheng, Qi
Wang, Xiuwen
Liu, Yanguo
author_facet Yang, Rui
Zhang, Wengang
Shang, Xiaoling
Chen, Hang
Mu, Xin
Zhang, Yuqing
Zheng, Qi
Wang, Xiuwen
Liu, Yanguo
author_sort Yang, Rui
collection PubMed
description Neutrophils play a key role in the occurrence and development of cancer. However, the relationship between neutrophils and cancer prognosis remains unclear due to their great plasticity and diversity. To explore the effects of neutrophils on the clinical outcome of bladder cancer, we acquired and analyzed gene expression data and clinical information of bladder cancer patients from IMvigor210 cohort and The Cancer Genome Atlas dataset (TCGA) database. We established a neutrophil-based prognostic model incorporating five neutrophil-related genes (EMR3, VNN1, FCGRT, HIST1H2BC, and MX1) and the predictive value of the model was validated in both an internal and an external validation cohort. Multivariate Cox regression analysis further proved that the model remained an independent prognostic factor for overall survival and a nomogram was constructed for clinical practice. Additionally, FCGRT was identified as the key neutrophil-related gene linked to an adverse prognosis of bladder cancer. Up-regulation of FCGRT indicated activated cancer metabolism, immunosuppressive tumor environment, and dysregulated functional status of immune cells. FCGRT overexpression was also correlated with decreased expression of PD-L1 and low levels of tumor mutation burden (TMB). FCGRT predicted a poor response to immunotherapy and had a close correlation with chemotherapy sensitivity. Taken together, a novel prognostic model was developed based on the expression level of neutrophil-related genes. FCGRT served as a promising candidate biomarker for anti-cancer drug response, which may contribute to individualized prognostic prediction and may contribute to clinical decision-making.
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spelling pubmed-96358182022-11-05 Neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer Yang, Rui Zhang, Wengang Shang, Xiaoling Chen, Hang Mu, Xin Zhang, Yuqing Zheng, Qi Wang, Xiuwen Liu, Yanguo Front Pharmacol Pharmacology Neutrophils play a key role in the occurrence and development of cancer. However, the relationship between neutrophils and cancer prognosis remains unclear due to their great plasticity and diversity. To explore the effects of neutrophils on the clinical outcome of bladder cancer, we acquired and analyzed gene expression data and clinical information of bladder cancer patients from IMvigor210 cohort and The Cancer Genome Atlas dataset (TCGA) database. We established a neutrophil-based prognostic model incorporating five neutrophil-related genes (EMR3, VNN1, FCGRT, HIST1H2BC, and MX1) and the predictive value of the model was validated in both an internal and an external validation cohort. Multivariate Cox regression analysis further proved that the model remained an independent prognostic factor for overall survival and a nomogram was constructed for clinical practice. Additionally, FCGRT was identified as the key neutrophil-related gene linked to an adverse prognosis of bladder cancer. Up-regulation of FCGRT indicated activated cancer metabolism, immunosuppressive tumor environment, and dysregulated functional status of immune cells. FCGRT overexpression was also correlated with decreased expression of PD-L1 and low levels of tumor mutation burden (TMB). FCGRT predicted a poor response to immunotherapy and had a close correlation with chemotherapy sensitivity. Taken together, a novel prognostic model was developed based on the expression level of neutrophil-related genes. FCGRT served as a promising candidate biomarker for anti-cancer drug response, which may contribute to individualized prognostic prediction and may contribute to clinical decision-making. Frontiers Media S.A. 2022-10-21 /pmc/articles/PMC9635818/ /pubmed/36339597 http://dx.doi.org/10.3389/fphar.2022.1013672 Text en Copyright © 2022 Yang, Zhang, Shang, Chen, Mu, Zhang, Zheng, Wang and Liu. 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 Pharmacology
Yang, Rui
Zhang, Wengang
Shang, Xiaoling
Chen, Hang
Mu, Xin
Zhang, Yuqing
Zheng, Qi
Wang, Xiuwen
Liu, Yanguo
Neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer
title Neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer
title_full Neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer
title_fullStr Neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer
title_full_unstemmed Neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer
title_short Neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer
title_sort neutrophil-related genes predict prognosis and response to immune checkpoint inhibitors in bladder cancer
topic Pharmacology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9635818/
https://www.ncbi.nlm.nih.gov/pubmed/36339597
http://dx.doi.org/10.3389/fphar.2022.1013672
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