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Lin S, Li X, Ge Z, Chen W, Li Y, Zhang P, Wu Y, Wang W, Chen S, Zhou H, Tao L, Lai Y. A panel of three serum microRNAs as a potential diagnostic biomarker for renal cell carcinoma. Sci Rep 2025; 15:18135. [PMID: 40413252 PMCID: PMC12103623 DOI: 10.1038/s41598-025-01225-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Accepted: 05/05/2025] [Indexed: 05/27/2025] Open
Abstract
Hitherto there is no praiseworthy noninvasive methods in the early diagnosis of renal cell carcinoma (RCC). MicroRNAs (miRNAs) could be utilized as molecular markers for diverse malignancies. In this study, we aim to discern potential miRNAs as markers for screening RCC. We employed quantitative reverse transcription-polymerase chain reaction (RT-qPCR) to detect expression levels of candidate miRNAs in serum specimens of 108 RCC patients and 112 health volunteers. Diagnostic values of miRNAs were appraised, and panel was constructed by dint of receiver operating characteristic curves, the area under the ROC curve and backward stepwise logistic regression analysis. Moreover, we capitalized on bioinformatics analysis for exploration of miRNAs biological functions. The expression of five miRNAs (miR-30c-5p, miR-142-3p, miR-206, miR-223-3p, miR-200c-5p) were markedly alteration in serum specimens of RCC patients and health subjects. A three-miRNA panel combining miR-30c-5p, miR-142-3p and miR-206 was constructed and could discriminate RCC patients and healthy subjects satisfactorily with 0.872 (0.811-0.919, P < 0.001) AUC, 81.25% sensitivity and 86.90% specificity. ATF3 and MYC seem to be potential targets of the three-miRNA panel. The novel miRNA-based panel may perform as potential noninvasive markers to discriminate RCC patients and healthy subjects in advance.
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Affiliation(s)
- Shengjie Lin
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- PKU-Shenzhen Clinical Institute of Shantou University Medical College, Shenzhen, China
| | - Xutai Li
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China
| | - Zhenjian Ge
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- PKU-Shenzhen Clinical Institute of Shantou University Medical College, Shenzhen, China
| | - Wenkang Chen
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- PKU-Shenzhen Clinical Institute of Shantou University Medical College, Shenzhen, China
| | - Yingqi Li
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- Shenzhen University Health Science Center, Shenzhen, China
| | - Pengwu Zhang
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
| | - Yutong Wu
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- PKU-Shenzhen Clinical Institute of Shantou University Medical College, Shenzhen, China
| | - Wuping Wang
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- Shenzhen University Health Science Center, Shenzhen, China
| | - Siwei Chen
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- Shenzhen University Health Science Center, Shenzhen, China
| | - Huimei Zhou
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China
| | - Lingzhi Tao
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China.
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China.
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China.
| | - Yongqing Lai
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China.
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China.
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China.
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China.
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Bagheri Z, Abuei H, Jaafari A, Taki S, Arsanjani AA, Farhadi A. Inhibition of p16 and NF-κB Oncogenic Activity in Human Papillomavirus-Infected Cervical Cancer Cells: A New Role for Activating Transcription Factor-3. THE YALE JOURNAL OF BIOLOGY AND MEDICINE 2025; 98:21-32. [PMID: 40165810 PMCID: PMC11899261 DOI: 10.59249/xcab1680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Objective: Activating transcription factor 3 (ATF3) has attracted recent scientific attention as a novel mediator of tumor suppression, particularly within the context of cervical cancer (CC). Our prior research demonstrated that ATF3 overexpression induces cell cycle arrest and apoptosis in human papillomavirus (HPV)16- and HPV18-positive CC cells. The present study aims to examine the impact of ATF3 overexpression on the expression levels of p16 and NF-κB, two proteins with pro-tumorigenic roles in HPV-induced CC. Methods: Ca Ski and HeLa cells underwent transfection with pCMV6-AC-IRES-GFP plasmids containing the ATF3 gene. To establish the optimal plasmid DNA quantities for transfection, MTT assay was conducted. Furthermore, fluorescence microscopy and flow cytometric analysis were employed to assess the efficiency of transfection. The expression levels of p16 and NF-κB were evaluated by RT-qPCR and western blotting prior and subsequent to ATF3 overexpression. Results: The overexpression of ATF3 induced a decrease in p16 mRNA levels in both Ca Ski and HeLa cells (p<0.04), along with the concomitant reduction of p16 protein expression within both cellular populations (p<0.005). Additionally, it led to a reduction in NF-κB p65 protein levels in both cell lines (p<0.005), with no discernible impact on its mRNA expression. Conclusion: Given ATF3's demonstrated capability to downregulate p16 and NF-κB, both of which play important pro-tumorigenic roles in HPV-related CC, ATF3 emerges as a promising therapeutic candidate with the potential for application in the treatment of CC.
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Affiliation(s)
- Zahra Bagheri
- Division of Medical Biotechnology, Department of
Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University
of Medical Sciences, Shiraz, Iran
| | - Haniyeh Abuei
- Division of Medical Biotechnology, Department of
Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University
of Medical Sciences, Shiraz, Iran
| | - Alireza Jaafari
- Division of Medical Biotechnology, Department of
Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University
of Medical Sciences, Shiraz, Iran
| | - Shayan Taki
- Division of Medical Biotechnology, Department of
Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University
of Medical Sciences, Shiraz, Iran
| | - Amirhossein Akbarpour Arsanjani
- Division of Medical Biotechnology, Department of
Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University
of Medical Sciences, Shiraz, Iran
| | - Ali Farhadi
- Division of Medical Biotechnology, Department of
Medical Laboratory Sciences, School of Paramedical Sciences, Shiraz University
of Medical Sciences, Shiraz, Iran
- Diagnostic Laboratory Sciences and Technology Research
Center, School of Paramedical Sciences, Shiraz University of Medical Sciences,
Shiraz, Iran
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Li Z, Xin S, Huang L, Tian Y, Chen W, Liu X, Ye B, Bai R, Yang G, Wang W, Ye L. BEX4 inhibits the progression of clear cell renal cell carcinoma by stabilizing SH2D4A, which is achieved by blocking SIRT2 activity. Oncogene 2025; 44:665-678. [PMID: 39639172 DOI: 10.1038/s41388-024-03235-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 11/10/2024] [Accepted: 11/18/2024] [Indexed: 12/07/2024]
Abstract
Clear cell renal cell carcinoma (ccRCC) is one of the most common malignancies. Recently, the role of brain-expressed X-linked 4 (BEX4) in cancer progression has received increasing attention. This study aimed to investigate the function of BEX4 in ccRCC and to reveal the underlying mechanisms. We first confirmed that BEX4 was significantly downregulated in ccRCC by bioinformatics analysis and that patients with low BEX4 expression tended to have prolonged overall survival time. Subsequently, we confirmed that BEX4 inhibited ccRCC cell proliferation in vitro and tumorigenesis in vivo through a series of cell function assays and the establishment of a nude mouse xenograft model, respectively. Mechanistically, we found that BEX4 positively regulates the expression of Src homology 2 domain-containing 4A (SH2D4A), an inhibitor of the NOTCH pathway, which further promoted the tumor-suppressive effects of BEX4. In addition, our study confirmed that the promoting effect of BEX4 on SH2D4A was achieved by inhibiting the deacetylase sirtuin 2 (SIRT2) activity. On this basis, we found that there was a competition between acetylation and ubiquitination modifications at the K69 site of SH2DA4 and that BEX4-induced upregulation of acetylation at the k69 site stabilizes SH2D4A protein expression by inhibiting ubiquitination at the same site. In addition, dual-luciferase assays showed that the transcriptional activity of BEX4 was positively regulated by activation transcription factor 3 (ATF3). Our study suggests that BEX4 plays a role in inhibiting tumor progression in ccRCC and maybe a new diagnostic and therapeutic target for ccRCC patients.
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Affiliation(s)
- Ziyao Li
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
- School of Electrical Engineering of Zhengzhou University, Zhengzhou, China
- Center for Frontier Medical Engineering of Chiba University, Chiba, Japan
| | - Shiyong Xin
- Department of Urology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Liqun Huang
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Ye Tian
- Department of Urology, Guizhou Provincial People's Hospital, Guiyang, China
| | - Weihua Chen
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xiang Liu
- Department of Urology, Putuo People's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Bowen Ye
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Rong Bai
- Department of Pharmacy, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Guosheng Yang
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
| | - Wenwen Wang
- Department of Biotherapy, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Lin Ye
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
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Li Z, Tian Y, Zong H, Wang X, Li D, Keranmu A, Xin S, Ye B, Bai R, Chen W, Yang G, Ye L, Wang S. Deubiquitinating enzyme OTUD4 stabilizes RBM47 to induce ATF3 transcription: a novel mechanism underlying the restrained malignant properties of ccRCC cells. Apoptosis 2024; 29:1051-1069. [PMID: 38553613 DOI: 10.1007/s10495-024-01953-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/03/2024] [Indexed: 07/23/2024]
Abstract
Dysregulation of deubiquitination contributes to various diseases, including cancer, and aberrant expression of deubiquitinating enzymes is involved in carcinoma progression. As a member of the ovarian tumor (OTU) deubiquitinases, OTUD4 is considered a tumor suppressor in many kinds of malignancies. The biological characteristics and mechanisms of OTUD4 in clear cell renal cell carcinoma (ccRCC) remain unclear. The downregulation of OTUD4 in ccRCC was confirmed based on the TCGA database and a validation cohort of 30-paired ccRCC and para-carcinoma samples. Moreover, OTUD4 expression was detected by immunohistochemistry in 50 cases of ccRCC tissues, and patients with lower levels of OTUD4 showed larger tumor size (p = 0.015). TCGA data revealed that patients with high expression of OTUD4 had a longer overall survival rate. In vitro and in vivo studies revealed that downregulation of OTUD4 was essential for tumor cell growth and metastasis in ccRCC, and OTUD4 overexpression inhibited these malignant phenotypes. We further found that OTUD4 sensitized ccRCC cells to Erastin-induced ferroptosis, and ferrostain-1 inhibited OTUD4-induced ferroptotic cell death. Mechanistic studies indicated that OTUD4 functioned as an anti-proliferative and anti-metastasic factor through the regulation of RNA-binding protein 47 (RBM47)-mediated activating transcription factor 3 (ATF3). OTUD4 directly interacted with RBM47 and promoted its stability via deubiquitination events. RBM47 was critical in ccRCC progression by regulating ATF3 mRNA stability, thereby promoting ATF3-mediated ferroptosis. RBM47 interference abolished the suppressive role of OTUD4 overexpression in ccRCC. Our findings provide mechanistic insight into OTUD4 of ccRCC progression and indicate a novel critical pathway OTUD4/RBM47/ATF3 may serve as a potential therapeutic pathway for ccRCC.
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Affiliation(s)
- Ziyao Li
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
- School of Electrical Engineering of Zhengzhou University, Zhengzhou, China
- Center for Frontier Medical Engineering of Chiba University, Chiba, Japan
| | - Ye Tian
- Department of Urology, Guizhou Provincial People's Hospital, Guiyang, China
| | - Huafeng Zong
- Department of Pathology, Dalian Friendship Hospital, Dalian, China
| | - Xuelei Wang
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Dongyang Li
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Adili Keranmu
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Shiyong Xin
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Bowen Ye
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Rong Bai
- Department of Pharmacy, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Weihua Chen
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Guosheng Yang
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Lin Ye
- Department of Urology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
| | - Siyan Wang
- Health Management Center, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, China.
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Yang Z, Hou Y, Li J, Xu D, Yang Z, Wang X. Activating transcription factor 3 is a new biomarker correlation with renal clear cell carcinoma progression. Int J Immunopathol Pharmacol 2024; 38:3946320241227320. [PMID: 38248871 PMCID: PMC10804930 DOI: 10.1177/03946320241227320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 01/04/2024] [Indexed: 01/23/2024] Open
Abstract
Background: Clear cell renal cell carcinoma (ccRCC) is the most invasive type of cancer, with a high risk of metastasis and recurrence. Therefore, there is an urgent need to identify novel prognostic predictors and therapeutic targets of ccRCC. Activating transcription factor 3 (ATF3), a tumor oncogene or repressor, has rarely been examined in ccRCC. In the present study, we comprehensively elucidate the prognostic value and potential functions of ATF3 in ccRCC.Methods: Several TCGA-based online databases were used to analyze ATF3 expression in ccRCC and determine ccRCC prognosis. The upstream-binding micro (mi) RNAs of ATF3 and long non-coding (lnc)RNAs were predicted using the StarBase database.Results: Analysis of several TCGA-based online databases showed that ATF3 expression is decreased in ccRCC, suggesting a significant association with the prognosis of patients with ccRCC. Furthermore, we found hsa-miR-221-3p to be potential regulatory miRNA of ATF3 in ccRCC. Prediction and analysis of the upstream lncRNAs indicated that PAXIP1-AS2 and OIP5-AS1 were the most potent upstream lncRNAs of the hsa-miR-221-3p/ATF3 axis in ccRCC. The results of the GO and KEGG analyses implied that ATF3 is likely involved in the regulation of apoptotic signaling in response to endoplasmic reticulum (ER) stress in ccRCC. Correlation analysis revealed a positive relationship between ATF3 expression and ER stress.Conclusions: Our in silico findings highlighted that ATF3 expression was low in ccRCC and negatively correlated with poor prognosis. Furthermore, PAXIP1-AS2 and the OIP5-AS1/hsa-miR-221-3p/ATF3 axis were identified as significant potential regulators of ER stress-mediated apoptosis in ccRCC.
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Affiliation(s)
- Zhicong Yang
- Central Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| | - Yongwang Hou
- Clinical Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| | - Jingqi Li
- Central Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| | - Dandan Xu
- Central Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| | - Zhichao Yang
- Clinical Department, North China University of Science and Technology, Tangshan, China
| | - Xinsheng Wang
- Central Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
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Lou Y, Song F, Kang Y, Xu Y. Periodic Mechanical Stress Inhibits the Development of Osteoarthritis via Regulating ATF3-Akt Axis. J Inflamm Res 2023; 16:5613-5628. [PMID: 38046403 PMCID: PMC10693248 DOI: 10.2147/jir.s419186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 10/25/2023] [Indexed: 12/05/2023] Open
Abstract
Purpose The development of osteoarthritis (OA) has been linked to mechanical factors. Studies suggest that periodic mechanical stress (PMS) may be a factor contributing to cartilage repair and the onset of OA. Therefore, this study was designed to explore the effects and underlying mechanisms of PMS on OA development. Patients and Methods Firstly, surgery and interleukin (IL)-1β were used for the establishment of rat/cell models of OA, respectively. Subsequently, activating transcription factor (ATF) 3 expression was knocked down in OA rats, and OA chondrocytes were treated with different heights (0, 1, 2, 4, 8 cm) of PMS or si-ATF. Safranin O staining was used to observe the histological changes in the rat knee joint, and enzyme-linked immunosorbent assay (ELISA) was performed to detect levels of tumor necrosis factor (TNF)-α, IL-6, and IL-8 in vivo and in vitro. Further, the expression of extracellular matrix (ECM) proteins in the rat knee joint was assessed immunohistochemistry. Flow cytometry was used to evaluate chondrocyte apoptosis. Lastly, Western blot was performed to detect the expression of related proteins of the protein kinase B (Akt) signaling pathway and ECM. Results The OA rat model was successfully constructed. Further experiments indicated that the knockdown of ATF3 not only alleviated joint swelling, pain, inflammatory response and pathological damage, but also promoted ECM synthesis and the phosphorylation of Akt in OA rats. In vitro experiments showed that PMS (4 cm) effectively inhibited cell apoptosis, decreased the levels of TNF-α, IL-6 and IL-8, promoted ECM synthesis, and activated the Akt signaling pathway in osteoarthritic chondrocytes. However, ATF3 overexpression reversed the positive effects of PMS on osteoarthritic chondrocytes. Conclusion PMS can effectively inhibit the development of OA, and its protective effects may be attributed to the down-regulation of ATF3 expression and activation of the Akt signaling pathway.
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Affiliation(s)
- Yi Lou
- Department of Orthopaedics, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
- Department of Orthopaedics, Shanghai Eastern Hepatobiliary Surgery Hospital, Naval Military Medical University, Shanghai, 201805, People’s Republic of China
| | - Fanglong Song
- Department of Orthopaedics, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, People’s Republic of China
| | - Yifan Kang
- Department of Orthopaedics, Shanghai Eastern Hepatobiliary Surgery Hospital, Naval Military Medical University, Shanghai, 201805, People’s Republic of China
| | - Yaozeng Xu
- Department of Orthopaedics, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
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Li Y, Gu S, Li X, Huang Q. To identify biomarkers associated with the transfer of diabetes combined with cancer in human genes using bioinformatics analysis. Medicine (Baltimore) 2023; 102:e35080. [PMID: 37713834 PMCID: PMC10508432 DOI: 10.1097/md.0000000000035080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 08/15/2023] [Indexed: 09/17/2023] Open
Abstract
Currently, the incidence of diabetes mellitus is increasing rapidly, particularly in China, and its pathogenesis is still unclear. The goal of this study was to find meaningful biomarkers of metastasis in patients with diabetes and cancer using bioinformatic analysis in order to predict gene expression and prognostic importance for survival. We used the Differentially Expressed Gene, Database for Annotation Visualization and Integrated Discovery, and Gene Set Enrichment Analyses databases, as well as several bioinformatics tools, to explore the key genes in diabetes. Based on the above database, we ended up with 10 hub genes (FOS, ATF3, JUN, EGR1, FOSB, JUNB, BTG2, EGR2, ZFP36, and NR4A2). A discussion of the 10 critical genes, with extensive literature mentioned to validate the association between the 10 key genes and patients with diabetes and cancer, to demonstrate the importance of gene expression and survival prognosis. This study identifies several biomarkers associated with diabetes and cancer development and metastasis that may provide novel therapeutic targets for diabetes combined with cancer patients.
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Affiliation(s)
- Yiting Li
- College of Environment and Public Health, Xiamen Huaxia University, Xiamen, P.R. China
| | - Shinong Gu
- College of Environment and Public Health, Xiamen Huaxia University, Xiamen, P.R. China
| | - Xuanwen Li
- Graduate School of Health Science, Suzuka University of Medical Science, Suzuka, Japan
| | - Qing Huang
- College of Environment and Public Health, Xiamen Huaxia University, Xiamen, P.R. China
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8
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Ke S, Guo J, Wang Q, Shao H, He M, Li T, Qiu T, Guo J. Netrin Family Genes as Prognostic Markers and Therapeutic Targets for Clear Cell Renal Cell Carcinoma: Netrin-4 Acts through the Wnt/β-Catenin Signaling Pathway. Cancers (Basel) 2023; 15:2816. [PMID: 37345154 DOI: 10.3390/cancers15102816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 04/27/2023] [Accepted: 05/12/2023] [Indexed: 06/23/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC, or KIRC) is the most common type of kidney cancer, originating within the renal cortex. The current outcomes for early diagnosis and late treatment of ccRCC are unsatisfactory. Therefore, it is important to explore tumor biomarkers and therapeutic opportunities for ccRCC. In this study, we used bioinformatics methods to systematically evaluate the expression and prognostic value of Netrin family genes in ccRCC. Through our analysis, three potential biomarkers for ccRCC were identified, namely NTNG1, NTNG2, and NTN4. Moreover, we performed in vitro and in vivo experiments to explore the possible biological roles of NTN4 and found that NTN4 could regulate ccRCC development through Wnt/β-catenin signaling. We elucidate the molecular mechanism by which NTN4 modulates β-catenin expression and nuclear translocation to inhibit ccRCC progression, providing a new theoretical basis for developing therapeutic targets for ccRCC. Thus, we suggest that Netrin-related studies may offer new directions for the diagnosis, treatment, and prognosis of ccRCC patients.
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Affiliation(s)
- Shuai Ke
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Jiayu Guo
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
- The Department of Organ Transplantation, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Qinghua Wang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Haoren Shao
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Mu He
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Tao Li
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Tao Qiu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
- The Department of Organ Transplantation, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Jia Guo
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
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Zhang L, Gao S, Shi X, Chen Y, Wei S, Mi Y, Zuo L, Qi C. NUPR1
imparts oncogenic potential in bladder cancer. Cancer Med 2022; 12:7149-7163. [PMID: 36468653 PMCID: PMC10067104 DOI: 10.1002/cam4.5518] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 11/18/2022] [Accepted: 11/25/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND NUPR1, or p8, is a small chromatin protein that plays a central role in the resistance to treatment and progression of cancer. Nevertheless, the molecular mechanism of NUPR1 in bladder cancer (BLCA) remains unclear. METHODS We used online databases and immunohistochemistry (IHC) to explore the expression of NUPR1 in BLCA tissues and controls. Lentivirus-mediated small interfering ribonucleic acid (siRNA) was used to knockdown the expression of NUPR1 in two human BLCA cell lines. We used an in vivo experiment to investigate the effect of NUPR1 knockdown on the growth of BLCA. Moreover, an in silico analysis was conducted to assess the differential expression profile after NUPR1 interference. The CIBERSORT algorithm was utilized to evaluate the effects of tumor-infiltrating immune cells among BLCA patients. RESULTS The expression of NUPR1 in BLCA tissues was significantly higher than in the control. NUPR1 expression was also positively correlated with the stage of BLCA. After lentivirus-mediated interference, the expression of NUPR1 was significantly down-regulated in BLCA cell lines. The cell cycle was blocked in G1 phase and the cell proportion of S phase was decreased in both two cell lines. Moreover, in vivo experiment revealed that the tumor growth of BLCA can be delayed by inhibiting the expression of NUPR1. Both in silico analysis and functional experiments revealed that NUPR1 was correlated with epithelial-mesenchymal transition (EMT). We also revealed that macrophages were the most related immune cells associated with the expression of NUPR1 in BLCA. CONCLUSIONS This study suggests that NUPR1 plays a carcinogenic role in BLCA. NUPR1 lentivirus-mediated interference could interfere with cycle progression of the BLCA cell, resulting in cell cycle arrest in the G1-phase. The carcinogenic effect of NUPR1 in BLCA is likely achieved through EMT. NUPR1 is correlated with the M0-type macrophage markers CD68 and CD11b-integrin.
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Affiliation(s)
- Lifeng Zhang
- Department of Urology The Affiliated Changzhou Second People's Hospital of Nanjing Medical University Changzhou China
| | - Shenglin Gao
- Department of Urology The Affiliated Changzhou Second People's Hospital of Nanjing Medical University Changzhou China
| | - Xiaokai Shi
- Department of Urology The Affiliated Changzhou Second People's Hospital of Nanjing Medical University Changzhou China
| | - Yin Chen
- Department of Urology The Affiliated Changzhou Second People's Hospital of Nanjing Medical University Changzhou China
| | - Shuzhang Wei
- Department of Urology The Affiliated Changzhou Second People's Hospital of Nanjing Medical University Changzhou China
| | - Yuanyuan Mi
- Department of Urology Affiliated Hospital of Jiangnan University Wuxi China
| | - Li Zuo
- Department of Urology The Affiliated Changzhou Second People's Hospital of Nanjing Medical University Changzhou China
| | - Chunjian Qi
- Medical Research Center The Affiliated Changzhou Second People's Hospital of Nanjing Medical University Changzhou China
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10
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Stati G, Passaretta F, Gindraux F, Centurione L, Di Pietro R. The Role of the CREB Protein Family Members and the Related Transcription Factors in Radioresistance Mechanisms. Life (Basel) 2021; 11:1437. [PMID: 34947968 PMCID: PMC8706059 DOI: 10.3390/life11121437] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 12/02/2021] [Accepted: 12/16/2021] [Indexed: 02/05/2023] Open
Abstract
In the framework of space flight, the risk of radiation carcinogenesis is considered a "red" risk due to the high likelihood of occurrence as well as the high potential impact on the quality of life in terms of disease-free survival after space missions. The cyclic AMP response element-binding protein (CREB) is overexpressed both in haematological malignancies and solid tumours and its expression and function are modulated following irradiation. The CREB protein is a transcription factor and member of the CREB/activating transcription factor (ATF) family. As such, it has an essential role in a wide range of cell processes, including cell survival, proliferation, and differentiation. Among the CREB-related nuclear transcription factors, NF-κB and p53 have a relevant role in cell response to ionising radiation. Their expression and function can decide the fate of the cell by choosing between death or survival. The aim of this review was to define the role of the CREB/ATF family members and the related transcription factors in the response to ionising radiation of human haematological malignancies and solid tumours.
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Affiliation(s)
- Gianmarco Stati
- Department of Medicine and Ageing Sciences, G. d’Annunzio University of Chieti-Pescara, 66100 Chieti, Italy; (F.P.); (L.C.); (R.D.P.)
| | - Francesca Passaretta
- Department of Medicine and Ageing Sciences, G. d’Annunzio University of Chieti-Pescara, 66100 Chieti, Italy; (F.P.); (L.C.); (R.D.P.)
| | - Florelle Gindraux
- Laboratoire de Nanomédecine, Imagerie, Thérapeutique EA 4662, Université Bourgogne Franche-Comté, 25030 Besançon, France;
- Service de Chirurgie Orthopédique, Traumatologique et Plastique, CHU, 25030 Besançon, France
| | - Lucia Centurione
- Department of Medicine and Ageing Sciences, G. d’Annunzio University of Chieti-Pescara, 66100 Chieti, Italy; (F.P.); (L.C.); (R.D.P.)
| | - Roberta Di Pietro
- Department of Medicine and Ageing Sciences, G. d’Annunzio University of Chieti-Pescara, 66100 Chieti, Italy; (F.P.); (L.C.); (R.D.P.)
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11
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Lu S, Yang LX, Cao ZJ, Zhao JS, You J, Feng YX. Transcriptional Control of Metastasis by Integrated Stress Response Signaling. Front Oncol 2021; 11:770843. [PMID: 34746012 PMCID: PMC8570279 DOI: 10.3389/fonc.2021.770843] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 09/21/2021] [Indexed: 12/02/2022] Open
Abstract
As a central cellular program to sense and transduce stress signals, the integrated stress response (ISR) pathway has been implicated in cancer initiation and progression. Depending on the genetic mutation landscape, cellular context, and differentiation states, there are emerging pieces of evidence showing that blockage of the ISR can selectively and effectively shift the balance of cancer cells toward apoptosis, rendering the ISR a promising target in cancer therapy. Going beyond its pro-survival functions, the ISR can also influence metastasis, especially via proteostasis-independent mechanisms. In particular, ISR can modulate metastasis via transcriptional reprogramming, in the help of essential transcription factors. In this review, we summarized the current understandings of ISR in cancer metastasis from the perspective of transcriptional regulation.
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Affiliation(s)
- Si Lu
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, First Affiliated Hospital, Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
| | - Li-Xian Yang
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, First Affiliated Hospital, Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
| | - Zi-Jian Cao
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, First Affiliated Hospital, Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
| | - Jiang-Sha Zhao
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, First Affiliated Hospital, Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
| | - Jia You
- School of Life Sciences, Westlake University, Hangzhou, China
| | - Yu-Xiong Feng
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, First Affiliated Hospital, Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
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12
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Fang X, Liu X, Lu L, Liu G. Identification of a Somatic Mutation-Derived Long Non-Coding RNA Signatures of Genomic Instability in Renal Cell Carcinoma. Front Oncol 2021; 11:728181. [PMID: 34676164 PMCID: PMC8523920 DOI: 10.3389/fonc.2021.728181] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 09/09/2021] [Indexed: 12/16/2022] Open
Abstract
Background Renal cell carcinoma (RCC) is a malignant tumor with high morbidity and mortality. It is characterized by a large number of somatic mutations and genomic instability. Long non-coding RNAs (lncRNAs) are widely involved in the expression of genomic instability in renal cell carcinoma. But no studies have identified the genome instability-related lncRNAs (GInLncRNAs) and their clinical significances in RCC. Methods Clinical data, gene expression data and mutation data of 943 RCC patients were downloaded from The Cancer Genome Atlas (TCGA) database. Based on the mutation data and lncRNA expression data, GInLncRNAs were screened out. Co-expression analysis, Gene Ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were conducted to explore their potential functions and related signaling pathways. A prognosis model was further constructed based on genome instability-related lncRNAs signature (GInLncSig). And the efficiency of the model was verified by receiver operating characteristic (ROC) curve. The relationships between the model and clinical information, prognosis, mutation number and gene expression were analyzed using correlation prognostic analysis. Finally, the prognostic model was verified in clinical stratification according to TCGA dataset. Results A total of 45 GInLncRNAs were screened out. Functional analysis showed that the functional genes of these GInLncRNAs were mainly enriched in chromosome and nucleoplasmic components, DNA binding in molecular function, transcription and complex anabolism in biological processes. Univariate and Multivariate Cox analyses further screened out 11 GInLncSig to construct a prognostic model (AL031123.1, AC114803.1, AC103563.7, AL031710.1, LINC00460, AC156455.1, AC015977.2, 'PRDM16-dt', AL139351.1, AL035661.1 and LINC01606), and the coefficient of each GInLncSig in the model was calculated. The area under the curve (AUC) value of the ROC curve was 0.770. Independent analysis of the model showed that the GInLncSig model was significantly correlated with the RCC patients' overall survival. Furthermore, the GInLncSig model still had prognostic value in different subgroups of RCC patients. Conclusion Our study preliminarily explored the relationship between genomic instability, lncRNA and clinical characteristics of RCC patients, and constructed a GInLncSig model consisted of 11 GInLncSig to predict the prognosis of patients with RCC. At the same time, our study provided theoretical support for the exploration of the formation and development of RCC.
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Affiliation(s)
- Xisheng Fang
- Department of Medical Oncology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China.,Department of Medical Oncology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Xia Liu
- Department of Medical Oncology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China.,Department of Medical Oncology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Lin Lu
- Department of Medical Oncology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China.,Department of Medical Oncology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Guolong Liu
- Department of Medical Oncology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China.,Department of Medical Oncology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China
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13
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Li H, Chen L, Ke ZB, Chen SH, Xue XY, Zheng QS, Wei Y, Zeng K, Xu N. Angiogenesis-Related Molecular Subtypes and a Novel Prognostic Signature in Clear Cell Renal Cell Carcinoma Patients. Int J Gen Med 2021; 14:6325-6342. [PMID: 34629897 PMCID: PMC8497487 DOI: 10.2147/ijgm.s332732] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Accepted: 09/09/2021] [Indexed: 11/26/2022] Open
Abstract
Background This study aimed to develop and validate a novel angiogenesis-related gene (ARG) signature and molecular subtypes by bioinformatics analysis. Materials and Methods The transcriptome data and clinical data were obtained from TCGA and ICGC database. We performed consensus clustering analysis to identify angiogenesis molecular subtypes for ccRCC. Univariate and multivariate Cox regression analyses were used to develop a novel ARG-related signature as a prognostic biomarker for ccRCC. Internal and external validation were then performed in TCGA and ICGC cohort, respectively. Results We identified a total of two angiogenesis molecular subtypes of ccRCC. The overall survival (OS) of subtype 1 ccRCC was significantly decreased compared with that of subtype 2 ccRCC (P=0.001). These two molecular subtypes have significantly different tumor microenvironment and immune checkpoint inhibitor sensitivities (P<0.05). Besides, we developed a novel signature based on three ARGs (including MSX1, TIMP1 and JAG2) for subtype 1 ccRCC. The difference in OS between high- and low-risk group was statistically significant in training cohort (P=0.009), test cohort (P=0.024), the whole type 1 cohort (P<0.001), and validation cohort (P=0.041). The AUC for one-year OS prediction was 0.732, 0.710, 0.725, and 0.645 in training cohort, test cohort, the whole type 1 cohort, and validation cohort, respectively. Independent prognostic analysis showed that this signature was an independent predictor for OS of subtype 1 ccRCC (P=0.028914). The power of this prognostic signature was superior to other signatures reported in previous studies. Conclusion We developed and successfully validated a novel ARG signature for predicting prognosis of subtype 1 ccRCC, which was superior to several previous signatures.
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Affiliation(s)
- Hao Li
- Department of Anesthesiology, Anesthesiology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China.,Department of Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
| | - Lu Chen
- Department of Anesthesiology, Anesthesiology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China.,Department of Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
| | - Zhi-Bin Ke
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
| | - Shao-Hao Chen
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
| | - Xue-Yi Xue
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
| | - Qing-Shui Zheng
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
| | - Yong Wei
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
| | - Kai Zeng
- Department of Anesthesiology, Anesthesiology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China.,Department of Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
| | - Ning Xu
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China.,Fujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China
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