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Identification of key genes and microRNA regulatory network in development and progression of urothelial bladder carcinoma
BACKGROUND: Bladder cancer as other cancers contains multiple dynamic alterations in progression. Theoretically, large number of genes participates in cancer progression. In the present study, the interconnections of genesets defined by Gene Set Enrichment Analysis (GSEA) and tumor histopathological...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7844517/ https://www.ncbi.nlm.nih.gov/pubmed/33532331 http://dx.doi.org/10.21037/tau-20-1124 |
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author | Mo, Miao Hu, Xiheng He, Wei Zu, Xiongbing Wang, Long Li, Yangle |
author_facet | Mo, Miao Hu, Xiheng He, Wei Zu, Xiongbing Wang, Long Li, Yangle |
author_sort | Mo, Miao |
collection | PubMed |
description | BACKGROUND: Bladder cancer as other cancers contains multiple dynamic alterations in progression. Theoretically, large number of genes participates in cancer progression. In the present study, the interconnections of genesets defined by Gene Set Enrichment Analysis (GSEA) and tumor histopathological stages were characterized. In addition, the outcomes with genesets were discussed in bladder cancer. METHODS: Transcriptome data from 411 tissues of urothelial bladder carcinoma and 19 samples from adjacent tissues were retrieved from The Cancer Genome Atlas (TCGA) database. Single-sample GSEA (ssGSEA), cluster analysis of geneset enrichment scores and genesets as indicators in prognosis were applied to elucidate the correlations between genesets and bladder cancer progression. RESULTS: Chemical and genetic perturbations (CGP), canonical pathways (CP), CP:BIOCARTA (BioCarta gene sets), CP:KEGG (KEGG gene sets) and CP:REACTOME (Reactome gene sets) in C2 collection, upstream cis-regulatory motifs serum response factor (SRF) in C3 collection, KRAS in C6 collection and C8+ T cells in C7 collection were observed as enriched by ssGSEA. The cluster 2 identified from cluster analysis shows a more immune active microenvironment which tended to increase in stage II and decreased in stage IV indicating the crucial role in bladder cancer progression. miR-450, miR-518s, transcription factor PAX3, KRAS and PTEN were potential markers for outcomes of urothelial bladder carcinoma. Activating tumor immune microenvironment had deteriorated prognosis of patients with bladder cancer. CONCLUSIONS: Our findings demonstrated that activating tumor immune microenvironment is a negative factor for outcomes of urothelial bladder carcinoma. These data provided a potential combination strategy for patients with bladder cancer. |
format | Online Article Text |
id | pubmed-7844517 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-78445172021-02-01 Identification of key genes and microRNA regulatory network in development and progression of urothelial bladder carcinoma Mo, Miao Hu, Xiheng He, Wei Zu, Xiongbing Wang, Long Li, Yangle Transl Androl Urol Original Article BACKGROUND: Bladder cancer as other cancers contains multiple dynamic alterations in progression. Theoretically, large number of genes participates in cancer progression. In the present study, the interconnections of genesets defined by Gene Set Enrichment Analysis (GSEA) and tumor histopathological stages were characterized. In addition, the outcomes with genesets were discussed in bladder cancer. METHODS: Transcriptome data from 411 tissues of urothelial bladder carcinoma and 19 samples from adjacent tissues were retrieved from The Cancer Genome Atlas (TCGA) database. Single-sample GSEA (ssGSEA), cluster analysis of geneset enrichment scores and genesets as indicators in prognosis were applied to elucidate the correlations between genesets and bladder cancer progression. RESULTS: Chemical and genetic perturbations (CGP), canonical pathways (CP), CP:BIOCARTA (BioCarta gene sets), CP:KEGG (KEGG gene sets) and CP:REACTOME (Reactome gene sets) in C2 collection, upstream cis-regulatory motifs serum response factor (SRF) in C3 collection, KRAS in C6 collection and C8+ T cells in C7 collection were observed as enriched by ssGSEA. The cluster 2 identified from cluster analysis shows a more immune active microenvironment which tended to increase in stage II and decreased in stage IV indicating the crucial role in bladder cancer progression. miR-450, miR-518s, transcription factor PAX3, KRAS and PTEN were potential markers for outcomes of urothelial bladder carcinoma. Activating tumor immune microenvironment had deteriorated prognosis of patients with bladder cancer. CONCLUSIONS: Our findings demonstrated that activating tumor immune microenvironment is a negative factor for outcomes of urothelial bladder carcinoma. These data provided a potential combination strategy for patients with bladder cancer. AME Publishing Company 2021-01 /pmc/articles/PMC7844517/ /pubmed/33532331 http://dx.doi.org/10.21037/tau-20-1124 Text en 2021 Translational Andrology and Urology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Mo, Miao Hu, Xiheng He, Wei Zu, Xiongbing Wang, Long Li, Yangle Identification of key genes and microRNA regulatory network in development and progression of urothelial bladder carcinoma |
title | Identification of key genes and microRNA regulatory network in development and progression of urothelial bladder carcinoma |
title_full | Identification of key genes and microRNA regulatory network in development and progression of urothelial bladder carcinoma |
title_fullStr | Identification of key genes and microRNA regulatory network in development and progression of urothelial bladder carcinoma |
title_full_unstemmed | Identification of key genes and microRNA regulatory network in development and progression of urothelial bladder carcinoma |
title_short | Identification of key genes and microRNA regulatory network in development and progression of urothelial bladder carcinoma |
title_sort | identification of key genes and microrna regulatory network in development and progression of urothelial bladder carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7844517/ https://www.ncbi.nlm.nih.gov/pubmed/33532331 http://dx.doi.org/10.21037/tau-20-1124 |
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