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Tu Q, Zhao R, Lu N. Evaluation of the diagnostic utility of immune microenvironment-related biomarkers in endometriosis using multidimensional transcriptomic data. J Assist Reprod Genet 2024; 41:3213-3223. [PMID: 39316330 PMCID: PMC11621284 DOI: 10.1007/s10815-024-03261-z] [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: 04/28/2024] [Accepted: 09/11/2024] [Indexed: 09/25/2024] Open
Abstract
PURPOSE Endometriosis (EMS) is a relatively common gynecological disorder and almost fifty percent of women with EMS suffer from infertility. There are few treatment options for endometriosis, and often recurrences occur following surgery and medication. We aimed to identify potential diagnostic biomarkers for EMS to improve its diagnostic efficiency. METHODS Differential analysis was utilized to choose EMS-associated abnormal miRNAs (DEMIs) and mRNAs (DEMs). ImmuneAI analysis was to evaluate the levels of immune cells in EMS. Next, the weighted gene co-expression network analysis (WGCNA) was utilized to identify the co-expression modules. Random forest and SVM analyses were used to filter the candidate biomarkers and construct the diagnostic model. qRT-PCR was used to test the expression level of the biomarkers. RESULTS Based on the different analyses, we obtained 32 DEMIs and 516 DEMs and selected 9 abnormal immune cells whose abundance is abnormal in EMS. Next, we identified five co-expression modules associated with these abnormal immune cells. Then, 176 candidate genes which are both miRNA targets and associated with immune cells and aberrantly expressed in EMS were filtered. Subsequently, random forest analysis selected 11 genes as the diagnostic biomarkers and constructed a diagnostic model by SVM. Finally, we demonstrated that 8 of the 11 genes aberrantly expressed and with better diagnostic efficiency in EMS. CONCLUSIONS In total, we identified 11 crucial genes regulated by 8 miRNAs that could serve as promising diagnostic biomarkers for EMS, potentially enhancing disease diagnosis with novel factors.
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Affiliation(s)
- Qing Tu
- Department of Gynecology, Suzhou Ninth People's Hospital, Suzhou, 215200, Jiangsu, China
| | - Ruiheng Zhao
- Department of Gynecology, Suzhou Ninth People's Hospital, Suzhou, 215200, Jiangsu, China
| | - Ning Lu
- Department of Gynecology, Suzhou Ninth People's Hospital, Suzhou, 215200, Jiangsu, China.
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Yang Z, Jia Y, Wang S, Zhang Y, Fan W, Wang X, He L, Shen X, Yang X, Zhang Y, Yang H. Retinoblastoma-Binding Protein 5 Regulates H3K4 Methylation Modification to Inhibit the Proliferation of Melanoma Cells by Inactivating the Wnt/ β-Catenin and Epithelial-Mesenchymal Transition Pathways. JOURNAL OF ONCOLOGY 2023; 2023:5093941. [PMID: 36866240 PMCID: PMC9974310 DOI: 10.1155/2023/5093941] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/29/2022] [Accepted: 01/20/2023] [Indexed: 02/25/2023]
Abstract
Histone 3 lysine 4 methylation (H3K4me), especially histone 3 lysine 4 trimethylation (H3K4me3), is one of the most extensively studied patterns of histone modification and plays crucial roles in many biological processes. However, as a part of H3K4 methyltransferase that participates in H3K4 methylation and transcriptional regulation, retinoblastoma-binding protein 5 (RBBP5) has not been well studied in melanoma. The present study sought to explore RBBP5-mediated H3K4 histone modification and the potential mechanisms in melanoma. RBBP5 expression in melanoma and nevi specimens was detected by immunohistochemistry. Western blotting was performed for three pairs of melanoma cancer tissues and nevi tissues. In vitro and in vivo assays were used to investigate the function of RBBP5. The molecular mechanism was determined using RT-qPCR, western blotting, ChIP assays, and Co-IP assays. Our study showed that RBBP5 was significantly downregulated in melanoma tissue and cells compared with nevi tissues and normal epithelia cells (P < 0.05). Reducing RBBP5 in human melanoma cells leads to H3K4me3 downregulation and promotes cell proliferation, migration, and invasion. On the one hand, we verified that WSB2 was an upstream gene of RBBP5-mediated H3K4 modification, which could directly bind to RBBP5 and negatively regulate its expression. On the other hand, we also confirmed that p16 (a cancer suppressor gene) was a downstream target of H3K4me3, the promoter of which can directly bind to H3K4me3. Mechanistically, our data revealed that RBBP5 inactivated the Wnt/β-catenin and epithelial-mesenchymal transition (EMT) pathways (P < 0.05), leading to melanoma suppression. Histone methylation is rising as an important factor affecting tumorigenicity and tumor progression. Our findings verified the significance of RBBP5-mediated H3K4 modification in melanoma and the potential regulatory mechanisms of melanoma proliferation and growth, suggesting that RBBP5 is a potential therapeutic target for the treatment of melanoma.
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Affiliation(s)
- Zhiqin Yang
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
- 2Departments of Gynecology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, China
| | - Yue Jia
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
| | - Shaojia Wang
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
| | - Yongjun Zhang
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
| | - Wen Fan
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
- 3Departments of Reproduction, The Second Affiliated Hospital of Kunming Medical University, Kunming 650106, China
| | - Xin Wang
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
| | - Liang He
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
| | - Xiaoyu Shen
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
| | - Xiangqun Yang
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
| | - Yi Zhang
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
| | - Hongying Yang
- 1Department of Gynecology, The Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province), Kunming 650118, China
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Huang Y, Wang Y, Tang J, Qin S, Shen X, He S, Ju S. CAM-DR: Mechanisms, Roles and Clinical Application in Tumors. Front Cell Dev Biol 2021; 9:698047. [PMID: 34295898 PMCID: PMC8290360 DOI: 10.3389/fcell.2021.698047] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 06/08/2021] [Indexed: 12/14/2022] Open
Abstract
Despite the continuous improvement of various therapeutic techniques, the overall prognosis of tumors has been significantly improved, but malignant tumors in the middle and advanced stages still cannot be completely cured. It is now evident that cell adhesion-mediated resistance (CAM-DR) limits the success of cancer therapies and is a great obstacle to overcome in the clinic. The interactions between tumor cells and extracellular matrix (ECM) molecules or adjacent cells may play a significant role in initiating the intracellular signaling pathways that are associated with cell proliferation, survival upon binding to their ligands. Recent studies illustrate that these adhesion-related factors may contribute to the survival of cancer cells after chemotherapeutic therapy, advantageous to resistant cells to proliferate and develop multiple mechanisms of drug resistance. In this review, we focus on the molecular basis of these interactions and the main signal transduction pathways that are involved in the enhancement of the cancer cells’ survival. Furthermore, therapies targeting interactions between cancer cells and their environment to enhance drug response or prevent the emergence of drug resistance will also be discussed.
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Affiliation(s)
- Yuejiao Huang
- Medical School, Nantong University, Nantong, China.,Department of Medical Oncology, Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Yuchan Wang
- Department of Pathogenic Biology, School of Medicine, Nantong University, Nantong, China
| | - Jie Tang
- Department of Pathogenic Biology, School of Medicine, Nantong University, Nantong, China
| | - Shiyi Qin
- Medical School, Nantong University, Nantong, China.,Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, China
| | - Xianjuan Shen
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, China
| | - Song He
- Department of Pathology, Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Shaoqing Ju
- Medical School, Nantong University, Nantong, China.,Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, China
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Retinoblastoma Binding Protein 5 Correlates with the Progression in Hepatocellular Carcinoma. BIOMED RESEARCH INTERNATIONAL 2018; 2018:1073432. [PMID: 30533424 PMCID: PMC6247687 DOI: 10.1155/2018/1073432] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 09/16/2018] [Accepted: 09/24/2018] [Indexed: 01/08/2023]
Abstract
Hepatocellular carcinoma (HCC) is one of the most common malignancy tumors with insidious onset, rapid development and metastasis, and poor prognosis. Therefore, it is necessary to understand molecular mechanisms of HCC and identify clinically useful biomarkers for it. This study aimed to investigate the role of retinoblastoma binding protein 5 (RBBP5) in HCC. The expression level of RBBP5 was examined by immunohistochemistry and western blot. The effect of RBBP5 on cell cycle, proliferation, apoptosis, and drug sensitivity was analyzed. RBBP5 was significantly upregulated in HCC tissues and cells. High RBBP5 expression was significantly associated with elevated level of AFP, advanced TNM stage, high Ki-67 expression, larger tumor size, and poor prognosis. Knockdown of RBBP5 significantly inhibited proliferation of HCC cells through cell cycle arrest. In addition, inhibition of RBBP5 increased the sensitivity of HCC cells to doxorubicin. In conclusion, our findings suggest that RBBP5 plays an important role in the progression of HCC and may serve as a novel biomarker and potential therapeutic target for HCC.
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