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Yang X, Yan K, Zhan Q, Chen H, Pei CZ, Zhu L. Exploration of Diagnostic Deubiquitinating Enzymes in Endometriosis and Its Immune Infiltration. Biochem Genet 2024; 62:4359-4379. [PMID: 38302849 DOI: 10.1007/s10528-023-10653-w] [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: 07/19/2023] [Accepted: 12/27/2023] [Indexed: 02/03/2024]
Abstract
The mechanism involved in the pathogenesis of endometriosis is poorly understood. The purpose of this study is to identify key deubiquitinating enzymes (DUBs) for endometriosis diagnosis and elucidate the possible mechanism, offering novel insights for noninvasive early diagnosis and treatment. Four gene expression datasets were employed from the Gene Expression Omnibus to identify differentially expressed genes (DEGs) between endometriosis and normal controls. GO and KEGG pathways were performed for enrichment analysis. Calibration curves, ROC, DCA, and clinical impact curves verified the clinical usefulness of the nomogram model. In addition, the ssGSEA method was conducted to estimate 23 types of immune cells. A specific DUB gene signature was constructed with Lasso regression, univariate logistic regression, and SVM analysis. RT-qPCR validated the expression of biomarkers. A total of 85 endometriosis-related DUBs were identified in the eutopic endometrium. Among them, 20 DUBs were found to be correlated with the severity of endometriosis. A diagnostic risk model based on five DUB-related genes (USP21, USP48, ZRANB1, COPS5, and EIF3F) was developed using lasso-cox regression analysis. The nomogram model exhibited a strong predictive ability to diagnose endometriosis. KEGG analysis revealed that ubiquitin-mediated proteolysis was activated in patients suffering from severe symptoms. Analysis of immune cell infiltration revealed a positive correlation between USP21 and multiple immune cells in the eutopic endometrium. However, EIF3F showed an opposite relationship. Dysregulation of DUBs was related to the immune microenvironment in endometriosis. Results from RT-qPCR confirmed the expression of DEGs in clinical samples. In summary, the diagnostic model for endometriosis constructed using five differentially expressed DUB genes demonstrates strong diagnostic capability, suggesting that these genes could serve as potential candidate biomarkers and therapeutic targets.
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Affiliation(s)
- Xinyun Yang
- Department of Reproductive Endocrinology, Zhejiang University School of Medicine, Women's Hospital, Hangzhou, Zhejiang, People's Republic of China
| | - Kai Yan
- Department of Reproductive Endocrinology, Zhejiang University School of Medicine, Women's Hospital, Hangzhou, Zhejiang, People's Republic of China
| | - Qitao Zhan
- Department of Reproductive Endocrinology, Zhejiang University School of Medicine, Women's Hospital, Hangzhou, Zhejiang, People's Republic of China
| | - Hao Chen
- Department of Pathology, Hangzhou Women's Hospital, Hangzhou, Zhejiang, People's Republic of China
| | - Chang-Zhu Pei
- Reproductive Medicine Center, Yanbian University Hospital, Yanji, Jilin, People's Republic of China.
| | - Linling Zhu
- Department of Reproductive Endocrinology, Zhejiang University School of Medicine, Women's Hospital, Hangzhou, Zhejiang, People's Republic of China.
- Department of Gynecology, Hangzhou Women's Hospital, Hangzhou, Zhejiang, People's Republic of China.
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Shang B, Qiao H, Wang L, Wang J. In-depth study of pyroptosis-related genes and immune infiltration in colon cancer. PeerJ 2024; 12:e18374. [PMID: 39494275 PMCID: PMC11529595 DOI: 10.7717/peerj.18374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 09/30/2024] [Indexed: 11/05/2024] Open
Abstract
Background Pyroptosis is a form of regulated necrosis that occurs in many cell and tissue types and plays a critical role in tumor progression. The diagnostic value of pyroptosis-related genes (PRGs) in colon cancer has been widely investigated. In the present study, we explored the relationship between PRG expression and colon cancer. Methods We retrieved genomic and clinical data pertaining to The Cancer Genome Atlas-Colon Adenocarcinoma from the UCSC Xena database, along with the corresponding genome annotation information from the GENCODE data portal. Utilising these data and a list of 33 pyrogenic genes, we performed principal component analysis and unsupervised clustering analysis to assess the pyroptosis subtypes. We analysed the differential expression between these subtypes to obtain PRGs, ultimately selecting 10 PRGs. We conducted Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, gene set variation analysis, protein-protein interaction, and immune infiltration analyses of these PRGs. We validated the expression of TNNC1 via immunohistochemistry (IHC) and real-time quantitative PCR. Results After rigorous screening, excluding patients with incomplete survival data and unmatched transcriptomes, we refined our study cohort to 431 patients. We performed differential mRNA analysis and identified 445 PRGs, 10 of which were selected as hub genes. These genes were associated with various immune cell types. Specifically, TNNC1 expression was positively associated with immature dendritic cells and NK CD56+ cells. IHC staining indicated higher TNNC1 expression levels in tumor samples. Notably, TNNC1 expression levels were high in all the colon cancer cell lines, particularly in SW480 cells. Conclusion In this study, we explored the characteristics of PRGs in colon cancer and identified novel biological targets for early individualised treatment and accurate diagnosis of colon cancer, thus contributing to the advancement of clinical oncology.
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Affiliation(s)
- Bingbing Shang
- Laboratory Animal Center, Dalian Medical University, Dalian, China
- Emergency Department, The Second Hospital of Dalian Medical University, Dalian, China
| | - Haiyan Qiao
- Laboratory Animal Center, Dalian Medical University, Dalian, China
| | - Liang Wang
- Laboratory Animal Center, Dalian Medical University, Dalian, China
| | - Jingyu Wang
- Laboratory Animal Center, Dalian Medical University, Dalian, China
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Li J, Hong Z, Zhang J, Zheng S, Wan F, Liu Z, Dai B. Lysine methyltransferase SMYD2 enhances androgen receptor signaling to modulate CRPC cell resistance to enzalutamide. Oncogene 2024; 43:744-757. [PMID: 38243079 DOI: 10.1038/s41388-024-02945-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 01/03/2024] [Accepted: 01/08/2024] [Indexed: 01/21/2024]
Abstract
Androgen receptors (ARs) play key roles in prostate cancer (PCa) progression and castration-resistant prostate cancer (CRPC) resistance to drug therapy. SET and MYND domain containing protein 2 (SMYD2), a lysine methyltransferase, has been reported to promote tumors by transcriptionally methylating important oncogenes or tumor repressor genes. However, the role of SMYD2 in CRPC drug resistance remains unclear. In this study, we found that SMYD2 expression was significantly upregulated in PCa tissues and cell lines. High SMYD2 expression indicated poor CRPC-free survival and overall survival in patients. SMYD2 knockdown dramatically inhibited the proliferation, migration, invasion, and epithelial-mesenchymal transition (EMT) potential of 22Rv1 and C4-2 cells. Conversely, ectopic overexpression of SMYD2 promoted these effects in 22Rv1 and C4-2 cells. Mechanistically, SMYD2 methylated and phosphorylated ARs to affect AR ubiquitination and proteasome degradation, which further alters the AR transcriptome in CRPC cells. Importantly, the SMYD2 inhibitor AZ505 had a synergistic therapeutic effect with enzalutamide in CRPC cells and mouse models; however, it could also re-sensitize resistant CRPC cells to enzalutamide. Our findings demonstrated that SMYD2 enhances the methylation and phosphorylation of ARs and affects AR ubiquitination and proteasome degradation to modulate CRPC cell resistance to enzalutamide, indicating that SMYD2 serves as a crucial oncogene in PCa and is an ideal therapeutic target for CRPC.
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Affiliation(s)
- Junhong Li
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China
| | - Zhe Hong
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China.
| | - Junyu Zhang
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China
| | - Shengfeng Zheng
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China
| | - Fangning Wan
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China
| | - Zheng Liu
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China
| | - Bo Dai
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China.
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Han Z, Yi X, Li J, Zhang T, Liao D, You J, Ai J. RNA m 6A modification in prostate cancer: A new weapon for its diagnosis and therapy. Biochim Biophys Acta Rev Cancer 2023; 1878:188961. [PMID: 37507057 DOI: 10.1016/j.bbcan.2023.188961] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/21/2023] [Accepted: 07/23/2023] [Indexed: 07/30/2023]
Abstract
Prostate cancer (PCa) is the most common malignant tumor and the second leading cause of cancer-related mortality in men worldwide. Despite significant advances in PCa therapy, the underlying molecular mechanisms have yet to be fully elucidated. Recently, epigenetic modification has emerged as a key player in tumor progression, and RNA-based N6-methyladenosine (m6A) epigenetic modification was found to be crucial. This review summarizes comprehensive state-of-art mechanisms underlying m6A modification, its implication in the pathogenesis, and advancement of PCa in protein-coding and non-coding RNA contexts, its relevance to PCa immunotherapy, and the ongoing clinical trials for PCa treatment. This review presents potential m6A-based targets and paves a new avenue for diagnosing and treating PCa, providing new guidelines for future related research through a systematic review of previous results.
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Affiliation(s)
- Zeyu Han
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu 610041, China
| | - Xianyanling Yi
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu 610041, China
| | - Jin Li
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu 610041, China
| | - Tianyi Zhang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu 610041, China
| | - Dazhou Liao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu 610041, China
| | - Jia You
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu 610041, China
| | - Jianzhong Ai
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu 610041, China.
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Wan H, Feng Y, Wu J, Zhu L, Mi Y. Functions and mechanisms of N6‑methyladenosine in prostate cancer (Review). Mol Med Rep 2022; 26:280. [PMID: 35856412 PMCID: PMC9364137 DOI: 10.3892/mmr.2022.12796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 06/30/2022] [Indexed: 11/17/2022] Open
Abstract
Prostate cancer (PCa) has long been a major public health problem affecting men worldwide. Even with treatment, it can develop into castration-resistant PCa. With the continuous advancement in epigenetics, researchers have explored N6-methyladenosine (m6A) in search of a more effective and lasting treatment for PCa. m6A is widely distributed in mammalian cells and influences various aspects of mRNA metabolism. Recently, it has been associated with the development or suppression of various types of cancer, including PCa. This review summarizes the recent findings on m6A regulation and its functions and mechanisms in cells, focusing on the various functional proteins operating within m6A in PCa cells. Moreover, the potential clinical value of exploiting m6A modification as an early diagnostic marker in PCa diagnosis and therapeutics was discussed. m6A may also be used as an indicator to evaluate treatment outcome and prognosis.
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Affiliation(s)
- Hongyuan Wan
- Wuxi Medical College, Jiangnan University, Wuxi, Jiangsu 214122, P.R. China
| | - Yanyan Feng
- Wuxi Medical College, Jiangnan University, Wuxi, Jiangsu 214122, P.R. China
| | - Junjie Wu
- Department of Burns and Plastic Surgery, The Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214122, P.R. China
| | - Lijie Zhu
- Department of Urology, The Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214122, P.R. China
| | - Yuanyuan Mi
- Department of Urology, The Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214122, P.R. China
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