Cargando…
Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer
BACKGROUND: The tumor microenvironment (TME) is not only a key factor in the malignant progression of cancer but also plays an indispensable role in tumor immunotherapy. As an important regulatory factor in the TME, long non-coding RNAs (incRNA) are important for the development of bladder cancer. T...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8506754/ https://www.ncbi.nlm.nih.gov/pubmed/34733990 http://dx.doi.org/10.21037/atm-21-4023 |
_version_ | 1784581752850743296 |
---|---|
author | Liu, Ji Zheng, Zongtai Zhang, Wentao Wan, Moxi Ma, Wenchao Wang, Ruiliang Yan, Yang Guo, Yadong Zhang, Junfeng Li, Wei Yao, Xudong |
author_facet | Liu, Ji Zheng, Zongtai Zhang, Wentao Wan, Moxi Ma, Wenchao Wang, Ruiliang Yan, Yang Guo, Yadong Zhang, Junfeng Li, Wei Yao, Xudong |
author_sort | Liu, Ji |
collection | PubMed |
description | BACKGROUND: The tumor microenvironment (TME) is not only a key factor in the malignant progression of cancer but also plays an indispensable role in tumor immunotherapy. As an important regulatory factor in the TME, long non-coding RNAs (incRNA) are important for the development of bladder cancer. The purpose of this study was to explore the molecular mechanism of malignant progression of bladder cancer (BCa) from the perspective of immunology, establish a reliable signature, and evaluate its effect on prognosis, metastasis, and the effectiveness of immunotherapy. METHODS: The TME was assessed by single-sample gene set enrichment analysis (ssGSEA) in 373 patients with muscle invasive bladder cancer (MIBC) in The Cancer Genome Atlas (TCGA). Combining RNA sequence data from 49 BCa patients in our center, we established TME-related prognostic signatures (TMERPS) based on TME-related immune prognosis genes using weighted gene correlation network analysis, selection operator Cox analysis, minimum absolute shrinkage, and survival analysis. Real-Time Quantitative PCR was used for expression level analysis of related genes. Functional enrichment analysis and nomograms were used to explore the potential impact of TMERPS on the immune system, prognosis, and metastasis. RESULTS: The ssGSEA proved to be an accurate assessment of immune levels in BCa samples. TMERPS was established based on six TME-associated prognostic lncRNAs and was shown to be closely associated with prognosis, metastasis, and immune levels, and to have a significant stratifying effect on the therapeutic efficacy of immune checkpoint inhibitors. Finally, three TMERPS-based nomograms were shown to be effective in predicting prognosis, lymph node metastasis, and distant metastasis in BCa patients. CONCLUSIONS: TMERPS can stratify BCa patients into different risk groups with different prognoses, immunotherapy sensitivity, and risk of metastasis. TMERPS-based nomograms can effectively predict prognosis and metastasis in BCa patients. |
format | Online Article Text |
id | pubmed-8506754 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-85067542021-11-02 Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer Liu, Ji Zheng, Zongtai Zhang, Wentao Wan, Moxi Ma, Wenchao Wang, Ruiliang Yan, Yang Guo, Yadong Zhang, Junfeng Li, Wei Yao, Xudong Ann Transl Med Original Article BACKGROUND: The tumor microenvironment (TME) is not only a key factor in the malignant progression of cancer but also plays an indispensable role in tumor immunotherapy. As an important regulatory factor in the TME, long non-coding RNAs (incRNA) are important for the development of bladder cancer. The purpose of this study was to explore the molecular mechanism of malignant progression of bladder cancer (BCa) from the perspective of immunology, establish a reliable signature, and evaluate its effect on prognosis, metastasis, and the effectiveness of immunotherapy. METHODS: The TME was assessed by single-sample gene set enrichment analysis (ssGSEA) in 373 patients with muscle invasive bladder cancer (MIBC) in The Cancer Genome Atlas (TCGA). Combining RNA sequence data from 49 BCa patients in our center, we established TME-related prognostic signatures (TMERPS) based on TME-related immune prognosis genes using weighted gene correlation network analysis, selection operator Cox analysis, minimum absolute shrinkage, and survival analysis. Real-Time Quantitative PCR was used for expression level analysis of related genes. Functional enrichment analysis and nomograms were used to explore the potential impact of TMERPS on the immune system, prognosis, and metastasis. RESULTS: The ssGSEA proved to be an accurate assessment of immune levels in BCa samples. TMERPS was established based on six TME-associated prognostic lncRNAs and was shown to be closely associated with prognosis, metastasis, and immune levels, and to have a significant stratifying effect on the therapeutic efficacy of immune checkpoint inhibitors. Finally, three TMERPS-based nomograms were shown to be effective in predicting prognosis, lymph node metastasis, and distant metastasis in BCa patients. CONCLUSIONS: TMERPS can stratify BCa patients into different risk groups with different prognoses, immunotherapy sensitivity, and risk of metastasis. TMERPS-based nomograms can effectively predict prognosis and metastasis in BCa patients. AME Publishing Company 2021-09 /pmc/articles/PMC8506754/ /pubmed/34733990 http://dx.doi.org/10.21037/atm-21-4023 Text en 2021 Annals of Translational Medicine. 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 Liu, Ji Zheng, Zongtai Zhang, Wentao Wan, Moxi Ma, Wenchao Wang, Ruiliang Yan, Yang Guo, Yadong Zhang, Junfeng Li, Wei Yao, Xudong Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer |
title | Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer |
title_full | Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer |
title_fullStr | Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer |
title_full_unstemmed | Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer |
title_short | Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer |
title_sort | dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8506754/ https://www.ncbi.nlm.nih.gov/pubmed/34733990 http://dx.doi.org/10.21037/atm-21-4023 |
work_keys_str_mv | AT liuji dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT zhengzongtai dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT zhangwentao dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT wanmoxi dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT mawenchao dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT wangruiliang dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT yanyang dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT guoyadong dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT zhangjunfeng dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT liwei dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer AT yaoxudong dysregulationoftumormicroenvironmentpromotesmalignantprogressionandpredictsriskofmetastasisinbladdercancer |