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

BackgroundBladder 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 ca...

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Main Authors: Yang Zhao, Bin Zhao, Wei-Hua Yan, Yan Xia, Zhi-Hui Wang, Guo-Yang Zheng, Wen-Da Wang, Yu-Shi Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.704857/full
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spelling doaj-aa098a9160e14b19b95edcee1c272e0b2021-08-26T04:51:48ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-08-011110.3389/fonc.2021.704857704857Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder CancerYang Zhao0Bin Zhao1Wei-Hua Yan2Yan Xia3Zhi-Hui Wang4Guo-Yang Zheng5Wen-Da Wang6Yu-Shi Zhang7Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, ChinaDepartment of Breast Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, ChinaDepartment of Pathology, Affiliated Hospital of Qingdao University, Qingdao, ChinaDepartment of Pathology, Qilu Hospital, Shandong University, Qingdao, ChinaClinical College, Qingdao University, Qingdao, ChinaDepartment of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, ChinaDepartment of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, ChinaDepartment of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, ChinaBackgroundBladder 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.MethodsThe 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.ResultsSLC16A3 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.ConclusionBladder 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.https://www.frontiersin.org/articles/10.3389/fonc.2021.704857/fullbladder cancermonocarboxylate transporter 4solute carrier family 16 member 3single-cell RNA sequencingimmunohistochemistry
collection DOAJ
language English
format Article
sources DOAJ
author Yang Zhao
Bin Zhao
Wei-Hua Yan
Yan Xia
Zhi-Hui Wang
Guo-Yang Zheng
Wen-Da Wang
Yu-Shi Zhang
spellingShingle Yang Zhao
Bin Zhao
Wei-Hua Yan
Yan Xia
Zhi-Hui Wang
Guo-Yang Zheng
Wen-Da Wang
Yu-Shi Zhang
Integrative Analysis Identified MCT4 as an Independent Prognostic Factor for Bladder Cancer
Frontiers in Oncology
bladder cancer
monocarboxylate transporter 4
solute carrier family 16 member 3
single-cell RNA sequencing
immunohistochemistry
author_facet Yang Zhao
Bin Zhao
Wei-Hua Yan
Yan Xia
Zhi-Hui Wang
Guo-Yang Zheng
Wen-Da Wang
Yu-Shi Zhang
author_sort Yang Zhao
title 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_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_sort integrative analysis identified mct4 as an independent prognostic factor for bladder cancer
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2021-08-01
description BackgroundBladder 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.MethodsThe 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.ResultsSLC16A3 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.ConclusionBladder 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.
topic bladder cancer
monocarboxylate transporter 4
solute carrier family 16 member 3
single-cell RNA sequencing
immunohistochemistry
url https://www.frontiersin.org/articles/10.3389/fonc.2021.704857/full
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