Cargando…

Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer

BACKGROUND: Bladder cancer is the 10th most common cancer and most common urothelial malignancy worldwide. Prognostic biomarkers for bladder cancer patients are required for individualized treatment. Monocarboxylate transporter 4 (MCT4), encoded by SLC16A3 gene, is a potential biomarker for bladder...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Yang, Zhao, Bin, Yan, Wei-Hua, Xia, Yan, Wang, Zhi-Hui, Zheng, Guo-Yang, Wang, Wen-Da, Zhang, Yu-Shi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8426349/
https://www.ncbi.nlm.nih.gov/pubmed/34513685
http://dx.doi.org/10.3389/fonc.2021.704857
_version_ 1783750025542631424
author Zhao, Yang
Zhao, Bin
Yan, Wei-Hua
Xia, Yan
Wang, Zhi-Hui
Zheng, Guo-Yang
Wang, Wen-Da
Zhang, Yu-Shi
author_facet Zhao, Yang
Zhao, Bin
Yan, Wei-Hua
Xia, Yan
Wang, Zhi-Hui
Zheng, Guo-Yang
Wang, Wen-Da
Zhang, Yu-Shi
author_sort Zhao, Yang
collection PubMed
description BACKGROUND: Bladder cancer is the 10th most common cancer and most common urothelial malignancy worldwide. Prognostic biomarkers for bladder cancer patients are required for individualized treatment. Monocarboxylate transporter 4 (MCT4), encoded by SLC16A3 gene, is a potential biomarker for bladder cancer because of its crucial role in the lactate efflux in the aerobic glycolysis process. We aimed to study the association between MCT4 expression and the overall survival (OS) of bladder cancer patients. METHODS: The published single-cell RNA sequencing data of 49,869 bladder cancer cells and 15,827 normal bladder mucosa cells and The Cancer Genome Atlas (TCGA) bladder cancer cohort data were used to explore the mRNA expression of SLC16A3 in bladder cancer. Eighty-nine consecutive bladder cancer patients who had undergone radical cystectomy were enrolled as a validation cohort. The expression of MCT4 proteins in bladder cancer specimens was detected using immunohistochemistry staining. The Kaplan–Meier survival analysis and Cox regression were performed to analyze the association between MCT4 protein expression and OS in bladder cancer patients. RESULTS: SLC16A3 mRNA was upregulated in bladder cancer cells. The upregulated genes in SLC16A3-positive epithelial cells were enriched in the glycolysis process pathway and monocarboxylic acid metabolic process pathway. Patients with high SLC16A3 mRNA expression showed significantly poor OS (p = 0.016). High MCT4 protein expression was also found to be an independent predictor for poor OS in bladder cancer patients (HR: 2.462; 95% CI: 1.202~5.042, p = 0.014). A nomogram was built based on the results of the multivariate Cox analysis. CONCLUSION: Bladder cancer with high SLC16A3 mRNA expression has a poor OS. High MCT4 protein expression is an independent prognostic factor for bladder cancer patients who had undergone radical cystectomy.
format Online
Article
Text
id pubmed-8426349
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-84263492021-09-10 Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer Zhao, Yang Zhao, Bin Yan, Wei-Hua Xia, Yan Wang, Zhi-Hui Zheng, Guo-Yang Wang, Wen-Da Zhang, Yu-Shi Front Oncol Oncology BACKGROUND: Bladder cancer is the 10th most common cancer and most common urothelial malignancy worldwide. Prognostic biomarkers for bladder cancer patients are required for individualized treatment. Monocarboxylate transporter 4 (MCT4), encoded by SLC16A3 gene, is a potential biomarker for bladder cancer because of its crucial role in the lactate efflux in the aerobic glycolysis process. We aimed to study the association between MCT4 expression and the overall survival (OS) of bladder cancer patients. METHODS: The published single-cell RNA sequencing data of 49,869 bladder cancer cells and 15,827 normal bladder mucosa cells and The Cancer Genome Atlas (TCGA) bladder cancer cohort data were used to explore the mRNA expression of SLC16A3 in bladder cancer. Eighty-nine consecutive bladder cancer patients who had undergone radical cystectomy were enrolled as a validation cohort. The expression of MCT4 proteins in bladder cancer specimens was detected using immunohistochemistry staining. The Kaplan–Meier survival analysis and Cox regression were performed to analyze the association between MCT4 protein expression and OS in bladder cancer patients. RESULTS: SLC16A3 mRNA was upregulated in bladder cancer cells. The upregulated genes in SLC16A3-positive epithelial cells were enriched in the glycolysis process pathway and monocarboxylic acid metabolic process pathway. Patients with high SLC16A3 mRNA expression showed significantly poor OS (p = 0.016). High MCT4 protein expression was also found to be an independent predictor for poor OS in bladder cancer patients (HR: 2.462; 95% CI: 1.202~5.042, p = 0.014). A nomogram was built based on the results of the multivariate Cox analysis. CONCLUSION: Bladder cancer with high SLC16A3 mRNA expression has a poor OS. High MCT4 protein expression is an independent prognostic factor for bladder cancer patients who had undergone radical cystectomy. Frontiers Media S.A. 2021-08-26 /pmc/articles/PMC8426349/ /pubmed/34513685 http://dx.doi.org/10.3389/fonc.2021.704857 Text en Copyright © 2021 Zhao, Zhao, Yan, Xia, Wang, Zheng, Wang and Zhang 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 Oncology
Zhao, Yang
Zhao, Bin
Yan, Wei-Hua
Xia, Yan
Wang, Zhi-Hui
Zheng, Guo-Yang
Wang, Wen-Da
Zhang, Yu-Shi
Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer
title Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer
title_full Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer
title_fullStr Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer
title_full_unstemmed Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer
title_short Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer
title_sort integrative analysis identified mct4 as an independent prognostic factor for bladder cancer
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8426349/
https://www.ncbi.nlm.nih.gov/pubmed/34513685
http://dx.doi.org/10.3389/fonc.2021.704857
work_keys_str_mv AT zhaoyang integrativeanalysisidentifiedmct4asanindependentprognosticfactorforbladdercancer
AT zhaobin integrativeanalysisidentifiedmct4asanindependentprognosticfactorforbladdercancer
AT yanweihua integrativeanalysisidentifiedmct4asanindependentprognosticfactorforbladdercancer
AT xiayan integrativeanalysisidentifiedmct4asanindependentprognosticfactorforbladdercancer
AT wangzhihui integrativeanalysisidentifiedmct4asanindependentprognosticfactorforbladdercancer
AT zhengguoyang integrativeanalysisidentifiedmct4asanindependentprognosticfactorforbladdercancer
AT wangwenda integrativeanalysisidentifiedmct4asanindependentprognosticfactorforbladdercancer
AT zhangyushi integrativeanalysisidentifiedmct4asanindependentprognosticfactorforbladdercancer