1
|
Xu X, Wu Y, Jia G, Zhu Q, Li D, Xie K. A signature based on glycosyltransferase genes provides a promising tool for the prediction of prognosis and immunotherapy responsiveness in ovarian cancer. J Ovarian Res 2023; 16:5. [PMID: 36611197 PMCID: PMC9826597 DOI: 10.1186/s13048-022-01088-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 12/22/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Ovarian cancer (OC) is the most fatal gynaecological malignancy and has a poor prognosis. Glycosylation, the biosynthetic process that depends on specific glycosyltransferases (GTs), has recently attracted increasing importance due to the vital role it plays in cancer. In this study, we aimed to determine whether OC patients could be stratified by glycosyltransferase gene profiles to better predict the prognosis and efficiency of immune checkpoint blockade therapies (ICBs). METHODS We retrieved transcriptome data across 420 OC and 88 normal tissue samples using The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) databases, respectively. An external validation dataset containing 185 OC samples was downloaded from the Gene Expression Omnibus (GEO) database. Knockdown and pathway prediction of B4GALT5 were conducted to investigate the function and mechanism of B4GALT5 in OC proliferation, migration and invasion. RESULTS A total of 50 differentially expressed GT genes were identified between OC and normal ovarian tissues. Two clusters were stratified by operating consensus clustering, but no significant prognostic value was observed. By applying the least absolute shrinkage and selection operator (LASSO) Cox regression method, a 6-gene signature was built that classified OC patients in the TCGA cohort into a low- or high-risk group. Patients with high scores had a worse prognosis than those with low scores. This risk signature was further validated in an external GEO dataset. Furthermore, the risk score was an independent risk predictor, and a nomogram was created to improve the accuracy of prognostic classification. Notably, the low-risk OC patients exhibited a higher degree of antitumor immune cell infiltration and a superior response to ICBs. B4GALT5, one of six hub genes, was identified as a regulator of proliferation, migration and invasion in OC. CONCLUSION Taken together, we established a reliable GT-gene-based signature to predict prognosis, immune status and identify OC patients who would benefit from ICBs. GT genes might be a promising biomarker for OC progression and a potential therapeutic target for OC.
Collapse
Affiliation(s)
- Xuyao Xu
- grid.459791.70000 0004 1757 7869Department of Gynecology, Nanjing Maternity and Child Health Care Hospital, Women’s Hospital of Nanjing Medical University, Nanjing, 210004 China
| | - Yue Wu
- grid.459791.70000 0004 1757 7869Department of Gynecology, Nanjing Maternity and Child Health Care Hospital, Women’s Hospital of Nanjing Medical University, Nanjing, 210004 China
| | - Genmei Jia
- grid.459791.70000 0004 1757 7869Department of Women Health Care, Nanjing Maternity and Child Health Care Hospital, Women’s Hospital of Nanjing Medical University, Nanjing, 210004 China
| | - Qiaoying Zhu
- grid.459791.70000 0004 1757 7869Department of Gynecology, Nanjing Maternity and Child Health Care Hospital, Women’s Hospital of Nanjing Medical University, Nanjing, 210004 China
| | - Dake Li
- grid.459791.70000 0004 1757 7869Department of Gynecology, Nanjing Maternity and Child Health Care Hospital, Women’s Hospital of Nanjing Medical University, Nanjing, 210004 China
| | - Kaipeng Xie
- grid.459791.70000 0004 1757 7869Department of Women Health Care, Nanjing Maternity and Child Health Care Hospital, Women’s Hospital of Nanjing Medical University, Nanjing, 210004 China ,grid.459791.70000 0004 1757 7869Department of Public Health, Nanjing Maternity and Child Health Care Hospital, Women’s Hospital of Nanjing Medical University, Nanjing, 210004 China
| |
Collapse
|
2
|
Wu YX, Lu HF, Lin YH, Chuang HY, Su SC, Liao YJ, Twu YC. Branched I antigen regulated cell susceptibility against natural killer cytotoxicity through its N-linked glycosylation and overall expression. Glycobiology 2021; 31:624-635. [PMID: 33403394 DOI: 10.1093/glycob/cwaa117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 11/27/2020] [Accepted: 12/16/2020] [Indexed: 11/14/2022] Open
Abstract
Cell surface glycosylation has been known as an important modification process that can be targeted and manipulated by malignant cells to escape from host immunosurveillance. We previously showed that the blood group branched I antigen on the leukemia cell surface can regulate the cell susceptibility against natural killer (NK) cell-mediated cytotoxicity through interfering target-NK interaction. In this work, we first identified N-linkage as the major glycosylation linkage type for branched I glycan formation on leukemia cells, and this linkage was responsible for cell sensitivity against therapeutic NK-92MI targeting. Secondly, by examining different leukemia cell surface death receptors, we showed death receptor Fas had highest expressions in both Raji and TF-1a cells. Mutations on two Fas extracellular N-linkage sites (118 and 136) for glycosylation impaired activation of Fas-mediated apoptosis during NK-92MI cytotoxicity. Last, we found that the surface I antigen expression levels enable leukemia cells to respond differently against NK-92MI targeting. In low I antigen expressing K-562 cell, reduction of I antigen presence greatly reduced leukemia cell susceptibility against NK-92MI targeting. But in other high I antigen expressing leukemia cells, similar reduction in I antigen expression did not affect cell susceptibility.
Collapse
Affiliation(s)
- Yu-Xuan Wu
- Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, 155, Sec. 2, Li-Nong-St., Taipei, 112, Taiwan
| | - Hsu-Feng Lu
- Department of Clinical Pathology, Cheng Hsin General Hospital, 45, Cheng-Hsin St., Taipei, 112, Taiwan.,Department of Restaurant, Hotel and Institutional Management, Fu-Jen Catholic University, 510, Zhongzheng Rd., New Taipei City, 242, Taiwan
| | - Yen-Hsi Lin
- Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, 155, Sec. 2, Li-Nong-St., Taipei, 112, Taiwan.,Department of Clinical Laboratory, Chung Shan Medical University Hospital, 110, Sec. 1, Jianguo N. Rd., Taichung City, 402, Taiwan
| | - Hui-Yu Chuang
- Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, 155, Sec. 2, Li-Nong-St., Taipei, 112, Taiwan
| | - Shih-Chi Su
- Whole-Genome Research Core Laboratory of Human Diseases, Chang Gung Memorial Hospital, 222, Maijin Rd., Keelung City, 204, Taiwan.,Central Research Laboratory, Xiamen Chang Gung Hospital, 123, Xiafei Rd., Haicang District, Xiamen, China
| | - Yi-Jen Liao
- School of Medical Laboratory Science and Biotechnology, College of Medical Science and Technology, Taipei Medical University, 250 Wu-Hsing St., Taipei, 110, Taiwan
| | - Yuh-Ching Twu
- Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, 155, Sec. 2, Li-Nong-St., Taipei, 112, Taiwan
| |
Collapse
|
3
|
Huang CH, Liao YJ, Fan TH, Chiou TJ, Lin YH, Twu YC. A Developed NK-92MI Cell Line with Siglec-7 neg Phenotype Exhibits High and Sustainable Cytotoxicity against Leukemia Cells. Int J Mol Sci 2018; 19:ijms19041073. [PMID: 29617289 PMCID: PMC5979288 DOI: 10.3390/ijms19041073] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 03/29/2018] [Accepted: 04/03/2018] [Indexed: 01/03/2023] Open
Abstract
Altered sialic acid processing that leads to upregulation of cell surface sialylation is recognized as a key change in malignant tissue glycosylation. This cancer-associated hypersialylation directly impacts the signaling interactions between tumor cells and their surrounding microenvironment, especially the interactions mediated by immune cell surface sialic acid-binding immunoglobulin-like lectins (Siglecs) to relay inhibitory signals for cytotoxicity. First, we obtained a Siglec-7neg NK-92MI cell line, NK-92MI-S7N, by separating a group of Siglec-7neg cell population from an eight-month-long-term NK-92MI in vitro culture by fluorescence-activated cell sorting (FACS). The effect of Siglec-7 loss on NK-92MI-S7N cells was characterized by the cell morphology, proliferation, and cytotoxic activity via FACS, MTS assay, cytotoxic assay, and natural killer (NK) degranulation assay. We found the expression levels of Siglec-7 in NK-92MI were negatively correlated with NK cytotoxicity against leukemia cells. This NK-92MI-S7N cell not only shared very similar phenotypes with its parental cells but also possessed a high and sustainable killing activity. Furthermore, this Siglec-7neg NK line was unexpectedly capable of eliminating a NK-92MI-resistant leukemia cell, THP-1, through enhancing the effector-target interaction. In this study, a NK cell line with high and sustainable cytotoxicity was established and this cell may provide a potential application in NK-based treatment for leukemia patients.
Collapse
Affiliation(s)
- Chin-Han Huang
- Department of Biotechnology and Laboratory Science in Medicine, School of Biomedical Science and Engineering, National Yang-Ming University, Taipei 112, Taiwan.
- Department of Laboratory Medicine, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 231, Taiwan.
| | - Yi-Jen Liao
- School of Medical Laboratory Science and Biotechnology, College of Medical Science and Technology, Taipei Medical University, Taipei 112, Taiwan.
| | - Ting-Hsi Fan
- Department of Biotechnology and Laboratory Science in Medicine, School of Biomedical Science and Engineering, National Yang-Ming University, Taipei 112, Taiwan.
| | - Tzeon-Jye Chiou
- Division of Transfusion Medicine, Department of Medicine, Taipei Veterans General Hospital, Taipei 112, Taiwan.
| | - Yen-Hsi Lin
- Department of Biotechnology and Laboratory Science in Medicine, School of Biomedical Science and Engineering, National Yang-Ming University, Taipei 112, Taiwan.
| | - Yuh-Ching Twu
- Department of Biotechnology and Laboratory Science in Medicine, School of Biomedical Science and Engineering, National Yang-Ming University, Taipei 112, Taiwan.
| |
Collapse
|