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

被引:9
|
作者
Zhao, Yang [1 ]
Zhao, Bin [2 ]
Yan, Wei-Hua [3 ]
Xia, Yan [4 ]
Wang, Zhi-Hui [5 ]
Zheng, Guo-Yang [1 ]
Wang, Wen-Da [1 ]
Zhang, Yu-Shi [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Urol, Beijing, Peoples R China
[2] Zhejiang Univ, Affiliated Hosp 1, Dept Breast Surg, Sch Med, Hangzhou, Peoples R China
[3] Qingdao Univ, Dept Pathol, Affiliated Hosp, Qingdao, Peoples R China
[4] Shandong Univ, Qilu Hosp, Dept Pathol, Qingdao, Peoples R China
[5] Qingdao Univ, Clin Coll, Qingdao, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
基金
中国国家自然科学基金;
关键词
bladder cancer; monocarboxylate transporter 4; solute carrier family 16 member 3; single-cell RNA sequencing; immunohistochemistry; CIRCULATING TUMOR-CELLS; ONCOLOGIC OUTCOMES; DATA SYSTEM; PREDICTION; GENE;
D O I
10.3389/fonc.2021.704857
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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.
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页数:10
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