Cargando…

STAT1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: An integrative analysis of multi‐omics data

The immunophenotype of bladder cancer plays a pivotal role in the prognosis of cancer, but the effect of different epigenetic factors on different immunophenotypes in bladder tumours remains unclear. This study used multi‐omics data analysis to provide molecular basis support for different immune ph...

Descripción completa

Detalles Bibliográficos
Autores principales: Weng, Hong, Yuan, Shuai, Huang, Qiao, Zeng, Xian‐Tao, Wang, Xing‐Huan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034450/
https://www.ncbi.nlm.nih.gov/pubmed/33608980
http://dx.doi.org/10.1111/jcmm.16395
_version_ 1783676546535391232
author Weng, Hong
Yuan, Shuai
Huang, Qiao
Zeng, Xian‐Tao
Wang, Xing‐Huan
author_facet Weng, Hong
Yuan, Shuai
Huang, Qiao
Zeng, Xian‐Tao
Wang, Xing‐Huan
author_sort Weng, Hong
collection PubMed
description The immunophenotype of bladder cancer plays a pivotal role in the prognosis of cancer, but the effect of different epigenetic factors on different immunophenotypes in bladder tumours remains unclear. This study used multi‐omics data analysis to provide molecular basis support for different immune phenotypes. Unsupervised cluster analysis revealed distinct subclusters with higher (subcluster B2) or lower cytotoxic immune phenotypes (subcluster A1) related to PD‐L1 and IFNG expression. Mutational landscape analyses showed that the mutation level of TP53 in subcluster B1 was highest than other subclusters, and subcluster B1 had a lower frequency of concurrent mutation than subcluster A2. A total of 2364 differentially expressed genes were identified between subclusters A2 and B1, and the main functions of the up‐regulated genes in subcluster B1 were enriched in the activation of T cells and other related pathways. We found that STAT1 was a key gene in a gene regulatory network related to immune phenotypes in bladder cancer. Finally, we constructed a prognostic prediction model by LASSO Cox regression which could distinguish high‐risk and low‐risk cases significantly. In conclusion, the present study addressed a field synopsis between genetic and epigenetic events in immune phenotypes of bladder cancer.
format Online
Article
Text
id pubmed-8034450
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-80344502021-04-14 STAT1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: An integrative analysis of multi‐omics data Weng, Hong Yuan, Shuai Huang, Qiao Zeng, Xian‐Tao Wang, Xing‐Huan J Cell Mol Med Original Articles The immunophenotype of bladder cancer plays a pivotal role in the prognosis of cancer, but the effect of different epigenetic factors on different immunophenotypes in bladder tumours remains unclear. This study used multi‐omics data analysis to provide molecular basis support for different immune phenotypes. Unsupervised cluster analysis revealed distinct subclusters with higher (subcluster B2) or lower cytotoxic immune phenotypes (subcluster A1) related to PD‐L1 and IFNG expression. Mutational landscape analyses showed that the mutation level of TP53 in subcluster B1 was highest than other subclusters, and subcluster B1 had a lower frequency of concurrent mutation than subcluster A2. A total of 2364 differentially expressed genes were identified between subclusters A2 and B1, and the main functions of the up‐regulated genes in subcluster B1 were enriched in the activation of T cells and other related pathways. We found that STAT1 was a key gene in a gene regulatory network related to immune phenotypes in bladder cancer. Finally, we constructed a prognostic prediction model by LASSO Cox regression which could distinguish high‐risk and low‐risk cases significantly. In conclusion, the present study addressed a field synopsis between genetic and epigenetic events in immune phenotypes of bladder cancer. John Wiley and Sons Inc. 2021-02-19 2021-04 /pmc/articles/PMC8034450/ /pubmed/33608980 http://dx.doi.org/10.1111/jcmm.16395 Text en © 2021 The Authors. Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Weng, Hong
Yuan, Shuai
Huang, Qiao
Zeng, Xian‐Tao
Wang, Xing‐Huan
STAT1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: An integrative analysis of multi‐omics data
title STAT1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: An integrative analysis of multi‐omics data
title_full STAT1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: An integrative analysis of multi‐omics data
title_fullStr STAT1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: An integrative analysis of multi‐omics data
title_full_unstemmed STAT1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: An integrative analysis of multi‐omics data
title_short STAT1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: An integrative analysis of multi‐omics data
title_sort stat1 is a key gene in a gene regulatory network related to immune phenotypes in bladder cancer: an integrative analysis of multi‐omics data
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034450/
https://www.ncbi.nlm.nih.gov/pubmed/33608980
http://dx.doi.org/10.1111/jcmm.16395
work_keys_str_mv AT wenghong stat1isakeygeneinageneregulatorynetworkrelatedtoimmunephenotypesinbladdercanceranintegrativeanalysisofmultiomicsdata
AT yuanshuai stat1isakeygeneinageneregulatorynetworkrelatedtoimmunephenotypesinbladdercanceranintegrativeanalysisofmultiomicsdata
AT huangqiao stat1isakeygeneinageneregulatorynetworkrelatedtoimmunephenotypesinbladdercanceranintegrativeanalysisofmultiomicsdata
AT zengxiantao stat1isakeygeneinageneregulatorynetworkrelatedtoimmunephenotypesinbladdercanceranintegrativeanalysisofmultiomicsdata
AT wangxinghuan stat1isakeygeneinageneregulatorynetworkrelatedtoimmunephenotypesinbladdercanceranintegrativeanalysisofmultiomicsdata