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Feng K, Ye G, Wang H, Li S, Wen X, Chen M. Research on the mechanism of TWSG1 in the malignant progression of glioma cells and tumor-associated macrophage infiltration. J Neuropathol Exp Neurol 2024; 83:843-852. [PMID: 38950414 DOI: 10.1093/jnen/nlae067] [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] [Indexed: 07/03/2024] Open
Abstract
Gliomas are malignant tumors of the central nervous system; current treatment methods have low efficacy. Twisted gastrulation BMP signaling modulator 1 (TWSG1) has been shown to play a role in gliomas but it is not known whether TWSG1 participates in glioma pathogenesis and macrophage immune regulation. This study identified a total of 24 differentially expressed genes with survival differences in gliomas using bioinformatics analysis. Among them, TWSG1 exhibited the strongest correlation with gliomas and was positively correlated with macrophage enrichment. The results showed that TWSG1 was highly expressed in various glioma cell lines, with the highest expression observed in the A172 cell line. Silencing TWSG1 significantly decreased the viability, migration, and invasion of A172 cells in vitro and tumor growth in a mouse xenograft model in vivo. It also reduced the expression of the matrix metalloproteinases MMP2 and MMP9 both in vivo and in vitro. Silencing TWSG1 significantly reduced the expression of M2 macrophage makers and upregulated the expression of M1 macrophage markers in A172 cells and tumor tissues. These data suggest that interference with TWSG1 suppressed the progression of A172 glioma cells and regulated immune infiltration.
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Affiliation(s)
- Kuan Feng
- Department of Neurosurgery, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Gengfan Ye
- Department of Neurosurgery, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Hongcai Wang
- Department of Neurosurgery, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Shiwei Li
- Department of Neurosurgery, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Xuebin Wen
- Department of Anesthesiology, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Maosong Chen
- Department of Neurosurgery, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
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Su F, Liu Y, Zong Y, Gao Z, Zhou G, Deng C, Liu Y, Zeng Y, Ma X, Wang Y, Wu Y, Xu F, Guan L, Liu B. Identification of circulating miRNA as early diagnostic molecular markers in malignant glioblastoma base on decision tree joint scoring algorithm. J Cancer Res Clin Oncol 2023; 149:17823-17836. [PMID: 37943358 DOI: 10.1007/s00432-023-05448-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: 08/09/2023] [Accepted: 09/27/2023] [Indexed: 11/10/2023]
Abstract
PURPOSE The lack of clinical markers prevents early diagnosis of glioblastoma (GBM). Many studies have found that circulating microRNAs (miRNAs) can be used as early diagnostic markers of malignant tumours. Therefore, the identification of novel circulating miRNA biomolecular markers could be beneficial to clinicians in the early diagnosis of GBM. METHODS We developed a decision tree joint scoring algorithm (DTSA), systematically integrating significance analysis of microarray (SAM), Pearson hierarchical clustering, T test, Decision tree and Entropy weight score algorithm, to screen out circulating miRNA molecular markers with high sensitivity and accuracy for early diagnosis of GBM. RESULTS DTSA was developed and applied for GBM datasets and three circulating miRNA molecular markers were identified, namely, hsa-miR-2278, hsa-miR-555 and hsa-miR-892b. We have found that hsa-miR-2278 and hsa-miR-892b regulate the GBM pathway through target genes, promoting the development of GBM and affecting the survival of patients. DTSA has better classification effect in all data sets than other classification algorithms, and identified miRNAs are better than existing markers of GBM. CONCLUSION These results suggest that DTSA can effectively identify circulating miRNA, thus contributing to the early diagnosis and personalised treatment of GBM.
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Affiliation(s)
- Fei Su
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.
| | - Yueyang Liu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Yonghua Zong
- Department of Modern Medicine, University of Tibetan Medicine, Lhasa, 850000, China
| | - Ziyu Gao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
- Department of Anatomy, Harbin Medical University, Harbin, 150081, China
| | - Guiqin Zhou
- Department of Immunology, Harbin Medical University, Harbin, 150081, China
| | - Chao Deng
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
- Department of Anatomy, Harbin Medical University, Harbin, 150081, China
| | - Yuyu Liu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
- Department of Anatomy, Harbin Medical University, Harbin, 150081, China
| | - Yue Zeng
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Xiaoyan Ma
- Department of Anatomy, Harbin Medical University, Harbin, 150081, China
| | - Yongxia Wang
- Department of Anatomy, Harbin Medical University, Harbin, 150081, China
| | - Yinwei Wu
- Department of Anatomy, Harbin Medical University, Harbin, 150081, China
| | - Fusheng Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
- Department of Anatomy, Harbin Medical University, Harbin, 150081, China
| | - Lili Guan
- Department of Information Management, Shanghai Lixin University of Accounting and Finance, Shanghai, 200438, China.
| | - Baoquan Liu
- Department of Anatomy, Harbin Medical University, Harbin, 150081, China.
- Department of Modern Medicine and Pharmacy, University of Tibetan Medicine, Lhasa, 850000, China.
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Suzuki E, Fukuda T. Multifaceted Functions of TWSG1: From Embryogenesis to Cancer Development. Int J Mol Sci 2022; 23:12755. [PMID: 36361543 PMCID: PMC9657663 DOI: 10.3390/ijms232112755] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 10/11/2022] [Accepted: 10/20/2022] [Indexed: 01/21/2024] Open
Abstract
Bone morphogenetic proteins (BMPs) play an important role in development. Twisted gastrulation BMP signaling modulator 1 (TWSG1) was initially identified as a regulator of the dorsoventral axis formation in Drosophila. The mechanism of BMP signaling modulation by TWSG1 is complex. TWSG1 inhibits BMP signaling by binding to BMP ligands including BMP4, whereas it enhances signaling by interacting with Chordin, a BMP antagonist. Therefore, TWSG1 can act as both a BMP agonist and antagonist. TWSG1 has various functions ranging from embryogenesis to cancer progression. TWSG1 knockout mice showed neural, craniofacial, and mammary defects. TWSG1 also regulated erythropoiesis and thymocyte development. Furthermore, the relationship between TWSG1 and cancer has been elucidated. Allelic loss of TWSG1 was detected in colorectal cancer. TWSG1 expression was upregulated in papillary thyroid carcinoma and glioblastoma but downregulated in gastric and endometrial cancers. TWSG1 suppressed BMP7-enhanced sphere formation and migration in endometrial cancer cells, indicating its tumor-suppressive role. Further studies are required to clarify the TWSG1 function and its association with BMP signaling in cancer development. Finally, TWSG1 is abundantly expressed in human and mouse ovaries and sustains follicular growth in rodent ovaries. Thus, TWSG1 has various functions ranging from fertility to cancer. Therefore, TWSG1 signaling modulation may be beneficial in treating specific diseases such as cancer.
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Affiliation(s)
| | - Tomohiko Fukuda
- Department of Obstetrics and Gynecology, The University of Tokyo Hospital, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-8655, Japan
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