Cargando…
A novel 6-gene signature derived from tumor-infiltrating T cells and neutrophils predicts survival of bladder urothelial carcinoma
Intratumoral immune cells were reported to be associated with prognosis of bladder urothelial carcinoma (BUC). However, the role of immune cells related genes in BUC prognosis is less well defined. In the study, we analyzed data retrieved from the Cancer Genome Atlas database and found higher neutro...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8714163/ https://www.ncbi.nlm.nih.gov/pubmed/34905506 http://dx.doi.org/10.18632/aging.203770 |
_version_ | 1784623861564702720 |
---|---|
author | Zou, Xuan Wei, Yong Qi, Tao Wang, Xiaping Zuo, Wenren Wang, Tongshan Zhu, Wei Zhou, Xin |
author_facet | Zou, Xuan Wei, Yong Qi, Tao Wang, Xiaping Zuo, Wenren Wang, Tongshan Zhu, Wei Zhou, Xin |
author_sort | Zou, Xuan |
collection | PubMed |
description | Intratumoral immune cells were reported to be associated with prognosis of bladder urothelial carcinoma (BUC). However, the role of immune cells related genes in BUC prognosis is less well defined. In the study, we analyzed data retrieved from the Cancer Genome Atlas database and found higher neutrophils and lower T cells infiltration in BUC tumor tissues were significantly correlated with patients’ worse prognosis. Additionally, the expression levels of 164 genes were significantly correlated with T cells and neutrophils proportions. A Cox proportional-hazards model integrating 6 genes expression (EMP1, RASGRP4, HSPA1L, AHNAK, SLC1A6, and PRSS8) was identified. The 6-gene signature outperformed other clinical factors in risk prediction and was an independent prognostic factor for BUC. The findings were further conformed in three Gene Expression Omnibus datasets (n=331) and Jiangsu Province Hospital cohort (n = 46). Gene set enrichment analysis revealed that the model was highly involved in some immune-related pathways. A comprehensive nomogram combining the model and other clinical parameters was finally constructed to facilitate clinical application. In conclusion, a T cell and neutrophil-associated 6-gene prognostic model was identified for the survival prediction of BUC patients. |
format | Online Article Text |
id | pubmed-8714163 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-87141632021-12-29 A novel 6-gene signature derived from tumor-infiltrating T cells and neutrophils predicts survival of bladder urothelial carcinoma Zou, Xuan Wei, Yong Qi, Tao Wang, Xiaping Zuo, Wenren Wang, Tongshan Zhu, Wei Zhou, Xin Aging (Albany NY) Research Paper Intratumoral immune cells were reported to be associated with prognosis of bladder urothelial carcinoma (BUC). However, the role of immune cells related genes in BUC prognosis is less well defined. In the study, we analyzed data retrieved from the Cancer Genome Atlas database and found higher neutrophils and lower T cells infiltration in BUC tumor tissues were significantly correlated with patients’ worse prognosis. Additionally, the expression levels of 164 genes were significantly correlated with T cells and neutrophils proportions. A Cox proportional-hazards model integrating 6 genes expression (EMP1, RASGRP4, HSPA1L, AHNAK, SLC1A6, and PRSS8) was identified. The 6-gene signature outperformed other clinical factors in risk prediction and was an independent prognostic factor for BUC. The findings were further conformed in three Gene Expression Omnibus datasets (n=331) and Jiangsu Province Hospital cohort (n = 46). Gene set enrichment analysis revealed that the model was highly involved in some immune-related pathways. A comprehensive nomogram combining the model and other clinical parameters was finally constructed to facilitate clinical application. In conclusion, a T cell and neutrophil-associated 6-gene prognostic model was identified for the survival prediction of BUC patients. Impact Journals 2021-12-14 /pmc/articles/PMC8714163/ /pubmed/34905506 http://dx.doi.org/10.18632/aging.203770 Text en Copyright: © 2021 Zou et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Zou, Xuan Wei, Yong Qi, Tao Wang, Xiaping Zuo, Wenren Wang, Tongshan Zhu, Wei Zhou, Xin A novel 6-gene signature derived from tumor-infiltrating T cells and neutrophils predicts survival of bladder urothelial carcinoma |
title | A novel 6-gene signature derived from tumor-infiltrating T cells and neutrophils predicts survival of bladder urothelial carcinoma |
title_full | A novel 6-gene signature derived from tumor-infiltrating T cells and neutrophils predicts survival of bladder urothelial carcinoma |
title_fullStr | A novel 6-gene signature derived from tumor-infiltrating T cells and neutrophils predicts survival of bladder urothelial carcinoma |
title_full_unstemmed | A novel 6-gene signature derived from tumor-infiltrating T cells and neutrophils predicts survival of bladder urothelial carcinoma |
title_short | A novel 6-gene signature derived from tumor-infiltrating T cells and neutrophils predicts survival of bladder urothelial carcinoma |
title_sort | novel 6-gene signature derived from tumor-infiltrating t cells and neutrophils predicts survival of bladder urothelial carcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8714163/ https://www.ncbi.nlm.nih.gov/pubmed/34905506 http://dx.doi.org/10.18632/aging.203770 |
work_keys_str_mv | AT zouxuan anovel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT weiyong anovel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT qitao anovel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT wangxiaping anovel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT zuowenren anovel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT wangtongshan anovel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT zhuwei anovel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT zhouxin anovel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT zouxuan novel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT weiyong novel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT qitao novel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT wangxiaping novel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT zuowenren novel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT wangtongshan novel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT zhuwei novel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma AT zhouxin novel6genesignaturederivedfromtumorinfiltratingtcellsandneutrophilspredictssurvivalofbladderurothelialcarcinoma |