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Duan X, Yeerkenbieke G, Huang S, Feng Y. USP32 Promotes Colorectal Carcinoma Progression Through Activating NF-κB Signalling Pathway. J Cell Mol Med 2025; 29:e70457. [PMID: 40122703 PMCID: PMC11930632 DOI: 10.1111/jcmm.70457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 12/03/2024] [Accepted: 02/19/2025] [Indexed: 03/25/2025] Open
Abstract
Ubiquitin-specific protease 32 (USP32) plays a key role in cancer progression. However, its functions in colorectal carcinoma (CRC) are still unexplored. In our study, we explored the expression and clinical significance of USP32 in CRC as well as its relationship with the tumour microenvironment (TME). As a result, we found that USP32 is overexpressed in CRC and it is associated with poor outcomes in CRC patients. In addition, the expression of USP32 is significantly related to the activation of the NF-κB signalling pathway and the immune infiltrates of the TME. Wet experiments also confirmed that USP32 is critical for the proliferation, survival, and migration of CRC cells and tumour growth, which may be due to the activation of the NF-κB signalling pathway. In conclusion, targeting the USP32-NF-κB axis may be a novel treatment strategy for CRC patients.
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Affiliation(s)
- Xiaofan Duan
- School of MedicineTongji UniversityShanghaiChina
- Department of OncologyShanghai GoBroad Cancer Hospital, China Pharmaceutical UniversityShanghaiChina
| | - Gaoshaer Yeerkenbieke
- School of MedicineTongji UniversityShanghaiChina
- Department of OncologyShanghai GoBroad Cancer Hospital, China Pharmaceutical UniversityShanghaiChina
| | - Siping Huang
- Department of surgical oncologyShanghai GoBroad Cancer Hospital, China Pharmaceutical UniversityShanghaiChina
| | - Yanjun Feng
- Department of OncologyShanghai GoBroad Cancer Hospital, China Pharmaceutical UniversityShanghaiChina
- Shanghai East Hospital, Nanjing Medical UniversityShanghaiChina
- Department of OncologyShanghai Artemed HospitalShanghaiChina
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2
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Jiang M, Hong C, Zou W, Ye Z, Lu L, Liu Y, Zhang T, Ding Y. Recent advances in the anti-tumor activities of saponins through cholesterol regulation. Front Pharmacol 2025; 15:1469392. [PMID: 39845802 PMCID: PMC11752913 DOI: 10.3389/fphar.2024.1469392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 12/12/2024] [Indexed: 01/24/2025] Open
Abstract
Abnormal cholesterol metabolism has become a popular therapeutic target in cancer therapy. In recent years there has been a surge in interest in the anti-tumor activities of saponins, particularly their ability to disrupt cholesterol homeostasis in tumor cells. Cholesterol regulation by saponins is a complex process that involves multiple mechanisms. However, there are now a notable dearth of comprehensive reviews addressing their anti-tumor effects through cholesterol modulation. This review will explore the intricate mechanisms by which saponins regulate cholesterol, including modulation of synthesis, metabolism, and uptake, as well as complex formation with cholesterol. It will also outline how saponins exert their anti-cancer activities through cholesterol regulation, enhancing cytotoxicity, inhibiting tumor cell metastasis, reversing drug resistance, inducing immunotoxin macromolecule escape, and ferroptosis. This comprehensive analysis offers insights into the potential for the use of saponins anti-tumor therapies and their combinations with other drugs, advancing the understanding of their effects on cancer cells.
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Affiliation(s)
- Min Jiang
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Chao Hong
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- State Key Laboratory of Integration and Innovation of Classic Formula and Modern Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Wenkui Zou
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zheng Ye
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Lu Lu
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- State Key Laboratory of Integration and Innovation of Classic Formula and Modern Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yun Liu
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- State Key Laboratory of Integration and Innovation of Classic Formula and Modern Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Tong Zhang
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- State Key Laboratory of Integration and Innovation of Classic Formula and Modern Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yue Ding
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- State Key Laboratory of Integration and Innovation of Classic Formula and Modern Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- National Innovation Platform for Medical Industry-Education Integration, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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3
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Qiu F, Li Y, Zhou L, Wu Y, Wu Y, Fan Z, Wang Y, Qin D, Li C. Mapping and visualization of global research progress on deubiquitinases in ovarian cancer: a bibliometric analysis. Front Pharmacol 2024; 15:1445037. [PMID: 39329115 PMCID: PMC11424541 DOI: 10.3389/fphar.2024.1445037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 08/27/2024] [Indexed: 09/28/2024] Open
Abstract
Background Ovarian cancer is a highly aggressive malignancy with limited therapeutic options and a poor prognosis. Deubiquitinating enzymes (DUBs) have emerged as critical regulators of protein ubiquitination and proteasomal degradation, influencing various cellular processes relevant to cancer pathogenesis. In this study, the research progress between ovarian cancer and DUBs was mapped and visualized using bibliometrics, and the expression patterns and biological roles of DUBs in ovarian cancer were summarized. Methods Studies related to DUBs in ovarian cancer were extracted from the Web of Science Core Collection (WoSCC) database. VOSviewer 1.6.20, CiteSpace 6.3.R1, and R4.3.3 were used for bibliometric analysis and visualization. Results For analysis 243 articles were included in this study. The number of publications on DUBs in ovarian cancer has gradually increased each year. China, the United States, and the United Kingdom are at the center of this field of research. The Johns Hopkins University, Genentech, and Roche Holding are the main research institutions. David Komander, Zhihua Liu, and Richard Roden are the top authors in this field. The top five journals with the largest publication volumes in this field are Biochemical and Biophysical Research Communications, Journal of Biological Chemistry, PLOS One, Nature Communications, and Oncotarget. Keyword burst analysis identified five research areas: "deubiquitinating enzyme," "expression," "activation," "degradation," and "ubiquitin." In addition, we summarized the expression profiles and biological roles of DUBs in ovarian cancer, highlighting their roles in tumor initiation, growth, chemoresistance, and metastasis. Conclusion An overview of the research progress is provided in this study on DUBs in ovarian cancer over the last three decades. It offers insight into the most cited papers and authors, core journals, and identified new trends.
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Affiliation(s)
- Fang Qiu
- Department of Burn and Plastic Surgery, Shenzhen Longhua District Central Hospital, Shenzhen, Guangdong, China
| | - Yuntong Li
- Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, Sichuan, China
| | - Lile Zhou
- Department of Burn and Plastic Surgery, Shenzhen Longhua District Central Hospital, Shenzhen, Guangdong, China
| | - Yingli Wu
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital/Faculty of Basic Medicine, Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of the Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yunzhao Wu
- Yusuf Hamied Department of Chemistry, University of Cambridge, London, United Kingdom
| | - Zhilei Fan
- School of Public Health, Fudan University, Shanghai, China
| | - Yingying Wang
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital/Faculty of Basic Medicine, Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of the Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dongjun Qin
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital/Faculty of Basic Medicine, Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of the Chinese Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chaoqun Li
- Department of Histology and Embryology, Shanghai Key Laboratory of Cell Engineering, Naval Medical University, Shanghai, China
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Itoh Y, Miyamoto Y, Tokunaga M, Suzuki T, Takada A, Ninomiya A, Hishinuma T, Matsuda M, Yoneda Y, Oka M, Suzuki R, Matsuura Y, Okamoto T. Importin-7-dependent nuclear translocation of the Flavivirus core protein is required for infectious virus production. PLoS Pathog 2024; 20:e1012409. [PMID: 39146232 PMCID: PMC11326614 DOI: 10.1371/journal.ppat.1012409] [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: 06/05/2024] [Accepted: 07/08/2024] [Indexed: 08/17/2024] Open
Abstract
Flaviviridae is a family of positive-stranded RNA viruses, including human pathogens, such as Japanese encephalitis virus (JEV), dengue virus (DENV), Zika virus (ZIKV), and West Nile virus (WNV). Nuclear localization of the viral core protein is conserved among Flaviviridae, and this feature may be targeted for developing broad-ranging anti-flavivirus drugs. However, the mechanism of core protein translocation to the nucleus and the importance of nuclear translocation in the viral life cycle remain unknown. We aimed to identify the molecular mechanism underlying core protein nuclear translocation. We identified importin-7 (IPO7), an importin-β family protein, as a nuclear carrier for Flaviviridae core proteins. Nuclear import assays revealed that core protein was transported into the nucleus via IPO7, whereas IPO7 deletion by CRISPR/Cas9 impaired their nuclear translocation. To understand the importance of core protein nuclear translocation, we evaluated the production of infectious virus or single-round-infectious-particles in wild-type or IPO7-deficient cells; both processes were significantly impaired in IPO7-deficient cells, whereas intracellular infectious virus levels were equivalent in wild-type and IPO7-deficient cells. These results suggest that IPO7-mediated nuclear translocation of core proteins is involved in the release of infectious virus particles of flaviviruses.
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Affiliation(s)
- Yumi Itoh
- Department of Microbiology, Juntendo University School of Medicine, Tokyo, Japan
| | - Yoichi Miyamoto
- Laboratory of Nuclear Transport Dynamics, National Institutes of Biomedical Innovation, Health and Nutrition, Osaka, Japan
- Laboratory of Biofunctional Molecular Medicine, National Institutes of Biomedical Innovation, Health and Nutrition, Osaka, Japan
| | - Makoto Tokunaga
- Institute for Advanced Co-Creation Studies, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Tatsuya Suzuki
- Department of Microbiology, Juntendo University School of Medicine, Tokyo, Japan
| | - Akira Takada
- Institute for Advanced Co-Creation Studies, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Akinori Ninomiya
- Central Instrumentation Laboratory, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Tomomi Hishinuma
- Department of Microbiology, Juntendo University School of Medicine, Tokyo, Japan
| | - Mami Matsuda
- Department of Virology II, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yoshihiro Yoneda
- The Research Foundation for Microbial Diseases of Osaka University, Osaka, Japan
| | - Masahiro Oka
- Laboratory of Nuclear Transport Dynamics, National Institutes of Biomedical Innovation, Health and Nutrition, Osaka, Japan
| | - Ryosuke Suzuki
- Department of Virology II, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yoshiharu Matsuura
- Laboratory of Virus Control, Center for Infectious Disease Education and Research, Osaka University, Osaka, Japan
- Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Toru Okamoto
- Department of Microbiology, Juntendo University School of Medicine, Tokyo, Japan
- Institute for Advanced Co-Creation Studies, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
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5
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Li N, Wang G, Guo M, Zhu N, Yu W. The mechanism and clinical application of farnesyl diphosphate farnesyltransferase 1 in cancer metabolism. Biochem Biophys Res Commun 2024; 719:150046. [PMID: 38749088 DOI: 10.1016/j.bbrc.2024.150046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 04/22/2024] [Accepted: 05/01/2024] [Indexed: 06/05/2024]
Abstract
Cancer poses a significant risk to human well-being. Among the crucial characteristics of cancer is metabolic reprogramming. To meet the relentless metabolic needs, cancer cells enhance cholesterol metabolism within the adverse tumor microenvironment. Reprograming cholesterol metabolism includes a series of modifications in the synthesis, absorption, esterification, and metabolites associated with cholesterol. These adjustments have a strong correlation with the proliferation, invasion, metastasis, and other characteristics of malignant tumors. FDFT1, also known as farnesyl diphosphate farnesyltransferase 1, is an enzyme crucial in the process of cholesterol biosynthesis. Its significant involvement in tumor metabolism has garnered considerable interest. The significance of FDFT1 in cancer metabolism cannot be overstated, as it actively interacts with cancer cells. This paper aims to analyze and consolidate the mechanism of FDFT1 in cancer metabolism and explore its clinical application. The goal is to contribute new strategies and targets for the prevention and treatment of cancer metabolism.
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Affiliation(s)
- Nanxin Li
- Research Center for Differentiation and Development of TCM Basic Theory, Jiangxi Province Key Laboratory of TCM Etiopathogenesis, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, 330004, China.
| | - Guojuan Wang
- Department of Oncology, Affiliated Hospital of Jiangxi University of Chinese Medicine, No.445, Bayi Avenue, Nanchang, 330006, China.
| | - Min Guo
- Research Center for Differentiation and Development of TCM Basic Theory, Jiangxi Province Key Laboratory of TCM Etiopathogenesis, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, 330004, China.
| | - Naicheng Zhu
- Research Center for Differentiation and Development of TCM Basic Theory, Jiangxi Province Key Laboratory of TCM Etiopathogenesis, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, 330004, China.
| | - Wenyan Yu
- Research Center for Differentiation and Development of TCM Basic Theory, Jiangxi Province Key Laboratory of TCM Etiopathogenesis, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, 330004, China.
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Li S, Yang L, Ding X, Sun H, Dong X, Yang F, Wang M, Zhang H, Li Y, Li B, Liu C. USP32 facilitates non-small cell lung cancer progression via deubiquitinating BAG3 and activating RAF-MEK-ERK signaling pathway. Oncogenesis 2024; 13:27. [PMID: 39030175 PMCID: PMC11271578 DOI: 10.1038/s41389-024-00528-z] [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: 03/06/2024] [Revised: 07/03/2024] [Accepted: 07/04/2024] [Indexed: 07/21/2024] Open
Abstract
The regulatory significance of ubiquitin-specific peptidase 32 (USP32) in tumor is significant, nevertheless, the biological roles and regulatory mechanisms of USP32 in non-small cell lung cancer (NSCLC) remain unclear. According to our research, USP32 was strongly expressed in NSCLC cell lines and tissues and was linked to a bad prognosis for NSCLC patients. Interference with USP32 resulted in a significant inhibition of NSCLC cell proliferation, migration potential, and EMT development; on the other hand, USP32 overexpression had the opposite effect. To further elucidate the mechanism of action of USP32 in NSCLC, we screened H1299 cells for interacting proteins and found that USP32 interacts with BAG3 (Bcl2-associated athanogene 3) and deubiquitinates and stabilizes BAG3 in a deubiquitinating activity-dependent manner. Functionally, restoration of BAG3 expression abrogated the antitumor effects of USP32 silencing. Furthermore, USP32 increased the phosphorylation level of the RAF/MEK/ERK signaling pathway in NSCLC cells by stabilizing BAG3. In summary, these findings imply that USP32 is critical to the development of NSCLC and could offer a theoretical framework for the clinical diagnosis and management of NSCLC patients in the future.
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Affiliation(s)
- Shuang Li
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China
| | - Lina Yang
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China
| | - Xiaoyan Ding
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China
- School of Basic Medicine, Institute of Stem Cell and Regenerative Medicine, Qingdao University, 266071, Qingdao, China
| | - Hongxiao Sun
- Heart Center, Women and Children's Hospital, Qingdao University, 6 Tongfu Road, 266034, Qingdao, China
| | - Xiaolei Dong
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China
| | - Fanghao Yang
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China
| | - Mengjun Wang
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China
| | - Huhu Zhang
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China
| | - Ya Li
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China
| | - Bing Li
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China.
- Department of Dermatology, The Affiliated Haici Hospital of Qingdao University, 266000, Qingdao, China.
| | - Chunyan Liu
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, 266071, Qingdao, China.
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Xiu M, Bao W, Wang J, Chen J, Li Y, Hai Y. High USP32 expression contributes to cancer progression and is correlated with immune infiltrates in hepatocellular carcinoma. BMC Cancer 2023; 23:1105. [PMID: 37957631 PMCID: PMC10644423 DOI: 10.1186/s12885-023-11617-4] [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: 03/07/2023] [Accepted: 11/06/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND Ubiquitin-specific protease 32 (USP32) is a highly conserved gene that promotes cancer progression. However, its role in hepatocellular carcinoma (HCC) is not well understood. The aim of this project is to explore the clinical significance and functions of USP32 in HCC. METHODS The expression of USP32 in HCC was evaluated using data from TCGA, GEO, TISCH, tissue microarray, and human HCC samples from our hospital. Survival analysis, PPI analysis and GSEA analysis were performed to evaluate USP32-related clinical significance, key molecules and enrichment pathways. Using the ssGSEA algorithm and TIMER, we investigated the relationships between USP32 and immune infiltrates in the TME. Univariate and multivariate Cox regression analyses were then used to identify key USP32-related immunomodulators and constructed a USP32-related immune prognostic model. Finally, CCK8, transwell and colony formation assays of HCC cells were performed and an HCC nude mouse model was established to verify the oncogenic role of USP32. RESULTS USP32 is overexpressed in HCC and its expression is an independent predictive factor for outcomes of HCC patients. USP32 is associated with pathways related to cell behaviors and cancer signaling, and its expression is significantly correlated with the infiltration of immune cells in the TME. We also successfully constructed a USP32-related immune prognostic model using 5 genes. Wet experiments confirmed that knockdown of USP32 could repress the proliferation, colony formation and migration of HCC cells in vitro and inhibit tumor growth in vivo. CONCLUSION USP32 is highly expressed in HCC and closely correlates with the TME of HCC. It is a potential target for improving the efficacy of chemotherapy and developing new strategies for targeted therapy and immunotherapy in HCC.
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Affiliation(s)
- Mengxi Xiu
- Department of Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, China
| | - Wenfang Bao
- Department of Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, China
| | - Jialin Wang
- Department of Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, China
| | - Jingde Chen
- Department of Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, China
| | - Yandong Li
- Department of Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, China.
| | - Yanan Hai
- Department of Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, China.
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8
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Li S, Song Y, Wang K, Liu G, Dong X, Yang F, Chen G, Cao C, Zhang H, Wang M, Li Y, Zeng T, Liu C, Li B. USP32 deubiquitinase: cellular functions, regulatory mechanisms, and potential as a cancer therapy target. Cell Death Discov 2023; 9:338. [PMID: 37679322 PMCID: PMC10485055 DOI: 10.1038/s41420-023-01629-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 08/18/2023] [Accepted: 08/24/2023] [Indexed: 09/09/2023] Open
Abstract
An essential protein regulatory system in cells is the ubiquitin-proteasome pathway. The substrate is modified by the ubiquitin ligase system (E1-E2-E3) in this pathway, which is a dynamic protein bidirectional modification regulation system. Deubiquitinating enzymes (DUBs) are tasked with specifically hydrolyzing ubiquitin molecules from ubiquitin-linked proteins or precursor proteins and inversely regulating protein degradation, which in turn affects protein function. The ubiquitin-specific peptidase 32 (USP32) protein level is associated with cell cycle progression, proliferation, migration, invasion, and other cellular biological processes. It is an important member of the ubiquitin-specific protease family. It is thought that USP32, a unique enzyme that controls the ubiquitin process, is closely linked to the onset and progression of many cancers, including small cell lung cancer, gastric cancer, breast cancer, epithelial ovarian cancer, glioblastoma, gastrointestinal stromal tumor, acute myeloid leukemia, and pancreatic adenocarcinoma. In this review, we focus on the multiple mechanisms of USP32 in various tumor types and show that USP32 controls the stability of many distinct proteins. Therefore, USP32 is a key and promising therapeutic target for tumor therapy, which could provide important new insights and avenues for antitumor drug development. The therapeutic importance of USP32 in cancer treatment remains to be further proven. In conclusion, there are many options for the future direction of USP32 research.
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Grants
- Bing Li, Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China Chunyan Liu, Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
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Affiliation(s)
- Shuang Li
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Yang Song
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Kexin Wang
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Guoxiang Liu
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Xiaolei Dong
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Fanghao Yang
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Guang Chen
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Can Cao
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Huhu Zhang
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Mengjun Wang
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Ya Li
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Teng Zeng
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China
| | - Chunyan Liu
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China.
| | - Bing Li
- Department of Genetics and Cell Biology, School of Basic Medicine, Qingdao University, Qingdao, China.
- Department of Hematology, The Affiliated Hospital of Qingdao University, Qingdao, China.
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9
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Campolo F, Sesti F, Feola T, Puliani G, Faggiano A, Tarsitano MG, Tenuta M, Hasenmajer V, Ferretti E, Verrico M, Gianfrilli D, Venneri MA, Isidori AM, Giannetta E. Platelet-derived circRNAs signature in patients with gastroenteropancreatic neuroendocrine tumors. J Transl Med 2023; 21:548. [PMID: 37587471 PMCID: PMC10428534 DOI: 10.1186/s12967-023-04417-8] [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: 05/29/2023] [Accepted: 08/04/2023] [Indexed: 08/18/2023] Open
Abstract
BACKGROUND Neuroendocrine tumors (NETs) early diagnosis is a clinical challenge that require a deep understanding of molecular and genetic features of this heterogeneous group of neoplasms. However, few biomarkers exist to aid diagnosis and to predict prognosis and treatment response. In the oncological field, tumor-educated platelets (TEPs) have been implicated as central players in the systemic and local responses to tumor growth, thereby altering tumor specific RNA profile. Although TEPs have been found to be enriched in RNAs, few studies have investigated the potential of a type of RNA, circular RNAs (circRNA), as platelet-derived biomarkers for cancer. In this proof-of-concept study, we aim to demonstrate whether the circRNAs signature of tumor educated platelets can be used as a liquid biopsy biomarker for the detection of gastroenteropancreatic (GEP)-NETs and the prediction of the early response to treatment. METHODS We performed a 24-months, prospective proof-of-concept study in men and women with histologically proven well-differentiated G1-G2 GEP-NET, aged 18-80 years, naïve to treatment. We performed a RNAseq analysis of circRNAs obtained from TEPs samples of 10 GEP-NETs patients at baseline and after 3 months from therapy (somatostatin analogs or surgery) and from 5 patients affected by non-malignant endocrinological diseases enrolled as a control group. RESULTS Statistical analysis based on p < 0.05 resulted in the identification of 252 circRNAs differentially expressed between GEP-NET and controls of which 109 were up-regulated and 143 were down-regulated in NET patients. Further analysis based on an FDR value ≤ 0.05 resulted in the selection of 5 circRNAs all highly significant downregulated. The same analysis on GEP-NETs at baseline and after therapy in 5 patients revealed an average of 4983 remarkably differentially expressed circRNAs between follow-up and baseline samples of which 2648 up-regulated and 2334 down-regulated, respectively. Applying p ≤ 0.05 and FDR ≤ 0.05 filters, only 3/5 comparisons gave statistically significant results. CONCLUSIONS Our findings identified for the first time a circRNAs signature from TEPs as potential diagnostic and predictive biomarkers for GEP-NETs.
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Affiliation(s)
- Federica Campolo
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Franz Sesti
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Tiziana Feola
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
- Neuroendocrinology, Neuromed Institute, IRCCS, Pozzilli, Italy
| | - Giulia Puliani
- Oncological Endocrinology Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Antongiulio Faggiano
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ENETS Center of Excellence, Sapienza University of Rome, Rome, Italy
| | | | - Marta Tenuta
- UOC Endocrinology, Metabolic Diseases, Andrology SMIC08, Policlinico Umberto I, Rome, Italy
| | - Valeria Hasenmajer
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Elisabetta Ferretti
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Monica Verrico
- Department of Radiological, Oncological and Anatomo-Pathological Sciences, Sapienza University of Rome, Rome, Italy
| | - Daniele Gianfrilli
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Mary Anna Venneri
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Andrea M Isidori
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
- Centre for Rare Diseases (ENDO-ERN Accredited), Policlinico Umberto I, Rome, Italy
| | - Elisa Giannetta
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy.
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10
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Sapmaz A, Erson-Bensan AE. EGFR endocytosis: more than meets the eye. Oncotarget 2023; 14:297-301. [PMID: 37036745 PMCID: PMC10085055 DOI: 10.18632/oncotarget.28400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Indexed: 04/11/2023] Open
Abstract
Behind the scenes of signaling cascades initiated by activated receptors, endocytosis determines the fate of internalized proteins through degradation in lysosomes or recycling. Over the years, significant progress has been made in understanding the mechanisms of endocytosis and deregulation in disease states. Here we review the role of the EGF-SNX3-EGFR axis in breast cancers with an extended discussion on deregulated EGFR endocytosis in cancer.
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Affiliation(s)
| | - Ayse Elif Erson-Bensan
- Correspondence to:Ayse Elif Erson-Bensan,Department of Biological Sciences, Middle East Technical University, Dumlupinar Blv No:1, Universiteler Mah., Cankaya, Ankara 06800, Türkiye email
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11
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Min Y, Park HB, Baek KH, Hwang S. Cellular Functions of Deubiquitinating Enzymes in Ovarian Adenocarcinoma. Genes (Basel) 2023; 14:genes14040886. [PMID: 37107644 PMCID: PMC10137459 DOI: 10.3390/genes14040886] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 04/02/2023] [Accepted: 04/07/2023] [Indexed: 04/29/2023] Open
Abstract
In ovarian cancer patients, the 5-year survival rate is 90% for stages I and II, but only 30% for stages III and IV. Unfortunately, as 75% of the patients are diagnosed at stages III and IV, many experience a recurrence. To ameliorate this, it is necessary to develop new biomarkers for early diagnosis and treatment. The ubiquitin-proteasome system is a post-translational modification that plays an important role in regulating protein stability through ubiquitination. In particular, deubiquitinating enzymes (DUBs) regulate protein stability through deubiquitinating substrate proteins. In this review, DUBs and substrates regulated by these enzymes are summarized based on their functions in ovarian cancer cells. This would be useful for the discovery of biomarkers for ovarian cancer and developing new therapeutic candidates.
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Affiliation(s)
- Yosuk Min
- Department of Biomedical Science, CHA University, Seongnam 13488, Gyeonggi-do, Republic of Korea
| | - Hong-Beom Park
- Department of Biomedical Science, CHA University, Seongnam 13488, Gyeonggi-do, Republic of Korea
| | - Kwang-Hyun Baek
- Department of Biomedical Science, CHA University, Seongnam 13488, Gyeonggi-do, Republic of Korea
| | - Sohyun Hwang
- Department of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam 13496, Gyeonggi-do, Republic of Korea
- CHA Future Medicine Research Institute, CHA Bundang Medical Center, Seongnam 13496, Gyeonggi-do, Republic of Korea
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12
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USPs in Pancreatic Ductal Adenocarcinoma: A Comprehensive Bioinformatic Analysis of Expression, Prognostic Significance, and Immune Infiltration. BIOMED RESEARCH INTERNATIONAL 2022; 2022:6109052. [PMID: 36582601 PMCID: PMC9794441 DOI: 10.1155/2022/6109052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 11/12/2022] [Accepted: 11/16/2022] [Indexed: 12/24/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC), as an intractable malignancy, still causes an extremely high mortality worldwide. The ubiquitin-specific protease (USP) family constitutes the major part of deubiquitinating enzymes (DUBs) which has been reported to be involved in initiation and progression of various malignancies via the function of deubiquitination. However, the biological function and clinical values of USPs in PDAC have not been comprehensively elucidated. In this study, Gene Expression Profiling Interactive Analysis (GEPIA), Gene Expression Omnibus (GEO) datasets, UALCAN database, and the Human Protein Atlas (HPA) online tool were used to analyze the expression level and the relationship between USP expression and clinicopathological features in PDAC. Survival module of HPA and Kaplan-Meier plotter (KMP) databases was recruited to explore the prognostic value of USPs. Tumor Immune Estimation Resource (TIMER) online tool and KMP databases were utilized to elucidate tumor immune infiltration and immune-related survival of USPs. CBioPortal online tool was used to identify the gene mutation level of USPs in PDAC. Both cBioPortal and LinkedOmics were used to confirm the potential biological functions of USPs in PDAC. Our study showed that USP10, USP14, USP18, USP32, USP33, and USP39 (termed as six-USPs) expressions were significantly elevated in tumor tissues. The high expression of the four USPs (USP10, USP14, USP18, and USP39) indicated a poor prognosis. A significant relationship was indicated between the expression of six-USPs and clinicopathological features. Also, the expression of six-USPs was related to promoter methylation level. Moreover, more than 40% genetic alterations and mutations were discovered in six-USPs. Furthermore, the six-USP expression was correlated with immune infiltration and immune-related prognosis. The functional analysis found that the six-USPs were involved in various biological processes and signaling pathways, such as nucleocytoplasmic transport, choline metabolism in cancer, cell cycle, ErbB signaling pathway, RIG-I-like receptor signaling pathway, TGF-β signaling pathway, and TNF signaling pathway. In conclusion, the results showed that six-USPs are potential prognostic biomarkers and can be recruited as possible therapeutic targets of PDAC.
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13
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Hertel A, Alves LM, Dutz H, Tascher G, Bonn F, Kaulich M, Dikic I, Eimer S, Steinberg F, Bremm A. USP32-regulated LAMTOR1 ubiquitination impacts mTORC1 activation and autophagy induction. Cell Rep 2022; 41:111653. [PMID: 36476874 DOI: 10.1016/j.celrep.2022.111653] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 08/16/2022] [Accepted: 10/20/2022] [Indexed: 12/12/2022] Open
Abstract
The endosomal-lysosomal system is a series of organelles in the endocytic pathway that executes trafficking and degradation of proteins and lipids and mediates the internalization of nutrients and growth factors to ensure cell survival, growth, and differentiation. Here, we reveal regulatory, non-proteolytic ubiquitin signals in this complex system that are controlled by the enigmatic deubiquitinase USP32. Knockout (KO) of USP32 in primary hTERT-RPE1 cells results among others in hyperubiquitination of the Ragulator complex subunit LAMTOR1. Accumulation of LAMTOR1 ubiquitination impairs its interaction with the vacuolar H+-ATPase, reduces Ragulator function, and ultimately limits mTORC1 recruitment. Consistently, in USP32 KO cells, less mTOR kinase localizes to lysosomes, mTORC1 activity is decreased, and autophagy is induced. Furthermore, we demonstrate that depletion of USP32 homolog CYK-3 in Caenorhabditis elegans results in mTOR inhibition and autophagy induction. In summary, we identify a control mechanism of the mTORC1 activation cascade at lysosomes via USP32-regulated LAMTOR1 ubiquitination.
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Affiliation(s)
- Alexandra Hertel
- Institute of Biochemistry II, Goethe University Frankfurt - Medical Faculty, University Hospital, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Ludovico Martins Alves
- Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Henrik Dutz
- Center for Biological Systems Analysis, University of Freiburg, Habsburgerstr. 49, 79104 Freiburg, Germany
| | - Georg Tascher
- Institute of Biochemistry II, Goethe University Frankfurt - Medical Faculty, University Hospital, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Florian Bonn
- Institute of Biochemistry II, Goethe University Frankfurt - Medical Faculty, University Hospital, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Manuel Kaulich
- Institute of Biochemistry II, Goethe University Frankfurt - Medical Faculty, University Hospital, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany; Frankfurt Cancer Institute, 60596 Frankfurt am Main, Germany; Cardio-Pulmonary Institute, 60590 Frankfurt am Main, Germany
| | - Ivan Dikic
- Institute of Biochemistry II, Goethe University Frankfurt - Medical Faculty, University Hospital, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany; Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany; Frankfurt Cancer Institute, 60596 Frankfurt am Main, Germany; Cardio-Pulmonary Institute, 60590 Frankfurt am Main, Germany
| | - Stefan Eimer
- Institute of Cell Biology and Neuroscience, Goethe University Frankfurt, Max-von-Laue-Str. 13, 60439 Frankfurt am Main, Germany
| | - Florian Steinberg
- Center for Biological Systems Analysis, University of Freiburg, Habsburgerstr. 49, 79104 Freiburg, Germany
| | - Anja Bremm
- Institute of Biochemistry II, Goethe University Frankfurt - Medical Faculty, University Hospital, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany.
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14
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Identification of ubiquitin-specific protease 32 as an oncogene in glioblastoma and the underlying mechanisms. Sci Rep 2022; 12:6445. [PMID: 35440702 PMCID: PMC9018837 DOI: 10.1038/s41598-022-09497-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/07/2022] [Indexed: 11/30/2022] Open
Abstract
Glioblastoma (GBM) patients present poor prognosis. Deubiquitination by deubiquitinating enzymes (DUBs) is a critical process in cancer progression. Ubiquitin-specific proteases (USPs) constitute the largest sub-family of DUBs. Evaluate the role of USP32 in GBM progression and provide a potential target for GBM treatment. Clinical significance of USP32 was investigated using Gene Expression Omnibus databases. Effects of USP32 on cell growth and metastasis were studied in vitro and in vivo. Differentially expressive genes between USP32-knockdown U-87 MG cells and negative control cells were detected using RNA sequencing and used for Gene Ontology and Kyoto Encyclopedia of Genes and Genomic pathway enrichment analyses. Finally, RT-qPCR was used to validate the divergent expression of genes involved in the enriched pathways. USP32 was upregulated in GBM patients, being correlated to poor prognosis. USP32 downregulation inhibited cell growth and metastasis in vitro. Furthermore, USP32 knockdown inhibited tumorigenesis in vivo. In addition, UPS32 was identified as a crucial regulator in different pathways including cell cycle, cellular senescence, DNA replication, base excision repair, and mismatch repair pathways. USP32 acts as an oncogene in GBM through regulating several biological processes/pathways. It could be a potential target for GBM treatment.
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Zhao R, Cao B, Li H, Li T, Xu X, Cui H, Deng H, Wei B. Glucose starvation suppresses gastric cancer through targeting miR-216a-5p/Farnesyl-Diphosphate Farnesyltransferase 1 axis. Cancer Cell Int 2021; 21:704. [PMID: 34953498 PMCID: PMC8710003 DOI: 10.1186/s12935-021-02416-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 12/17/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Fasting mimic diet is an effect approach for gastric cancer (GC) treatment. Exploring mechanisms of glucose deprivation-mediated GC suppression is required to develop novel therapeutic regimens. Farnesyltransferase 1 (FDFT1), as a novel target in basic research, has been reported to regulate malignant progression in some types of cancer. However, biological functions of FDFT1 in GC are still unclear. This study focused on biological functions of FDFT1 in GC and the association between glucose starvation (GS) and FDFT1. METHODS The data derived from the Kaplan-Meier Plotter database were collected to identify the relationship between survival time and FDFT1 expression levels of GC patients. Bioinformatic analysis was performed to explore the biological functions of FDFT1. The expression levels of targeted genes and microRNAs (miRNAs) were detected with immunohistochemistry, quantitative real-time PCR and western blot. Malignant behaviors were measured using cell counting, cell counting kit-8, 5-ethynyl-2-deoxyuridine, wound healing, invasion transwell assays in vitro and constructions of subcutaneous and lung-metastatic tumors in vivo. The glycolysis of GC cells was determined by a series of metabolites, including lactate acid, pyruvic acid, ATP production, rates of glucose uptake, extracellular acidification rate and oxygen consumption rate. RESULTS FDFT1 was downregulated in GC and negatively correlated with pathological T stage, pathological TNM stage and cancer differentiation. High expression of FDFT1 also indicated better prognosis of GC patients. FDFT1 upregulation attenuated proliferation, migration and invasion of GC. miR-216a-5p was identified as a critical suppressor of FDFT1 expression and miR-216a-5p/FDFT1 axis regulated malignant behaviors and glycolysis of GC cells. GS suppressed malignant behaviors of GC by targeting miR-216a-5p/FDFT1 axis both in vitro and in vivo. CONCLUSION This study illustrated novel mechanisms by which GS effectively suppresses GC. FDFT1 may become a potential prognostic indicator and novel target of GC therapy.
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Affiliation(s)
- Ruiyang Zhao
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Bo Cao
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Hanghang Li
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Tian Li
- School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Xingming Xu
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Hao Cui
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Huan Deng
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Bo Wei
- Medical School of Chinese PLA, Beijing, China.
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing, China.
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16
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Snyder NA, Silva GM. Deubiquitinating enzymes (DUBs): Regulation, homeostasis, and oxidative stress response. J Biol Chem 2021; 297:101077. [PMID: 34391779 PMCID: PMC8424594 DOI: 10.1016/j.jbc.2021.101077] [Citation(s) in RCA: 156] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 08/10/2021] [Accepted: 08/11/2021] [Indexed: 12/17/2022] Open
Abstract
Ubiquitin signaling is a conserved, widespread, and dynamic process in which protein substrates are rapidly modified by ubiquitin to impact protein activity, localization, or stability. To regulate this process, deubiquitinating enzymes (DUBs) counter the signal induced by ubiquitin conjugases and ligases by removing ubiquitin from these substrates. Many DUBs selectively regulate physiological pathways employing conserved mechanisms of ubiquitin bond cleavage. DUB activity is highly regulated in dynamic environments through protein-protein interaction, posttranslational modification, and relocalization. The largest family of DUBs, cysteine proteases, are also sensitive to regulation by oxidative stress, as reactive oxygen species (ROS) directly modify the catalytic cysteine required for their enzymatic activity. Current research has implicated DUB activity in human diseases, including various cancers and neurodegenerative disorders. Due to their selectivity and functional roles, DUBs have become important targets for therapeutic development to treat these conditions. This review will discuss the main classes of DUBs and their regulatory mechanisms with a particular focus on DUB redox regulation and its physiological impact during oxidative stress.
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Affiliation(s)
- Nathan A Snyder
- Department of Biology, Duke University, Durham, North Carolina, USA
| | - Gustavo M Silva
- Department of Biology, Duke University, Durham, North Carolina, USA.
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