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Salnikov MY, Wang E, Christensen E, Prusinkiewicz MA, Shooshtari P, Mymryk JS. The EBV Gastric Cancer Resource (EBV-GCR): A Suite of Tools for Investigating EBV-Associated Human Gastric Carcinogenesis. Viruses 2023; 15:v15040853. [PMID: 37112833 PMCID: PMC10145221 DOI: 10.3390/v15040853] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 03/23/2023] [Accepted: 03/24/2023] [Indexed: 03/29/2023] Open
Abstract
Epstein-Barr virus (EBV) causes lifelong infection in over 90% of the world’s population. EBV infection leads to several types of B cell and epithelial cancers due to the viral reprogramming of host-cell growth and gene expression. EBV is associated with 10% of stomach/gastric adenocarcinomas (EBVaGCs), which have distinct molecular, pathological, and immunological characteristics compared to EBV-negative gastric adenocarcinomas (EBVnGCs). Publicly available datasets, such as The Cancer Genome Atlas (TCGA), contain comprehensive transcriptomic, genomic, and epigenomic data for thousands of primary human cancer samples, including EBVaGCs. Additionally, single-cell RNA-sequencing data are becoming available for EBVaGCs. These resources provide a unique opportunity to explore the role of EBV in human carcinogenesis, as well as differences between EBVaGCs and their EBVnGC counterparts. We have constructed a suite of web-based tools called the EBV Gastric Cancer Resource (EBV-GCR), which utilizes TCGA and single-cell RNA-seq data and can be used for research related to EBVaGCs. These web-based tools allow investigators to gain in-depth biological and clinical insights by exploring the effects of EBV on cellular gene expression, associations with patient outcomes, immune landscape features, and differential gene methylation, featuring both whole-tissue and single-cell analyses.
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Affiliation(s)
- Mikhail Y. Salnikov
- Department of Microbiology and Immunology, Western University, London, ON N6A 3K7, Canada
| | - Eric Wang
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Erik Christensen
- Department of Computer Science, Western University, London, ON N6A 5B7, Canada
- Children’s Health Research Institute, Lawson Health Research Institute, London, ON N6A 5W9, Canada
| | | | - Parisa Shooshtari
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
- Department of Computer Science, Western University, London, ON N6A 5B7, Canada
- Children’s Health Research Institute, Lawson Health Research Institute, London, ON N6A 5W9, Canada
- The Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
| | - Joe S. Mymryk
- Department of Microbiology and Immunology, Western University, London, ON N6A 3K7, Canada
- Department of Oncology, Western University, London, ON N6A 3K7, Canada
- London Regional Cancer Program, Lawson Health Research Institute, London, ON N6A 5W9, Canada
- Department of Otolaryngology, Western University, London, ON N6A 5W9, Canada
- Correspondence:
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Wang H, Zhou L, Yang Y, Luo B. Screening and identification of key genes in EBV-associated gastric carcinoma based on bioinformatics analysis. Pathol Res Pract 2021; 222:153439. [PMID: 34020134 DOI: 10.1016/j.prp.2021.153439] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/03/2021] [Accepted: 04/04/2021] [Indexed: 01/07/2023]
Abstract
Epstein-Barr virus (EBV) infection is closely related to gastric carcinoma (GC). In this study, we identified a set of DEGs (different expression genes) between EBVaGC (EBV-associated gastric carcinoma) and EBVnGC (EBV-negative gastric carcinoma) through multiple bioinformatics analysis using the data from GEO (Gene Expression Omnibus) dataset GSE51575, and identified ten hub genes (CXCL10, C3, CXCL9, CXCL11, SST, ICAM1, CHRM2, NPY, GBP5 and GBP1). Therefore, we performed relevant survival analysis and immune infiltration analysis, then verified the mRNA expression in GC cell lines and TCGA database. CXCL11 was finally selected to be a potential biomarker for a better prognosis and tumor infiltrating. This may provide a new view about immune therapy for EBVaGC.
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Affiliation(s)
- Hanqing Wang
- Department of Pathogenic Biology, Qingdao University, School of Basic Medicine, Shandong, 308 NingXia Road, Qingdao, 266021, China.
| | - Lei Zhou
- Department of Pathology, Qingdao Municipal Hospital, Shandong, 266021, China; 5 Donghaizhong Road, Qingdao, 266071, China.
| | - Yang Yang
- Department of Pathogenic Biology, Qingdao University, School of Basic Medicine, Shandong, 308 NingXia Road, Qingdao, 266021, China.
| | - Bing Luo
- Department of Pathogenic Biology, Qingdao University, School of Basic Medicine, Shandong, 308 NingXia Road, Qingdao, 266021, China.
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Expression of MAP9 in Epstein-Barr virus-associated gastric carcinoma. Virus Res 2020; 293:198253. [PMID: 33309912 DOI: 10.1016/j.virusres.2020.198253] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 11/24/2020] [Accepted: 11/25/2020] [Indexed: 12/27/2022]
Abstract
Epstein-Barr virus (EBV)-associated gastric carcinoma (GC) comprises approximately 9% of all cases of GC. EBV-associated GC (EBVaGC) has characteristic clinicopathological features for a favorable prognosis. Microtubule-associated protein 9 (MAP9) is a cell cycle-associated gene required for bipolar spindle assembly, mitosis progression, and cytokinesis. Nevertheless, to date, there have been no reports on MAP9 function in EBVaGC. In this study, we demonstrated that the mRNA and protein levels of MAP9 were up-regulated in EBV-positive gastric carcinoma cell lines. The positive rate of MAP9 expression in EBVaGC tissues was shown to be significantly higher than that in EBV-negative gastric carcinoma (EBVnGC) tissues. Additionally, the expression of MAP9 was partly increased in EBVnGC cell lines by interfering with DNA methyltransferase 1 (DNMT1) or treated with 5-aza-2'-deoxycytidine. Thus, EBV may regulate MAP9 expression by modifying the methylation of MAP9 CpG islands through DNMT1. By inhibiting the expression of MAP9 with small interfere sequence in the EBV-positive GC cell line GT38 and overexpressing MAP9 in the EBV-negative GC cell line AGS, we demonstrated that MAP9 inhibited the growth and induced apoptosis of EBVaGC cells significantly. In conclusion, our study demonstrated that EBV can up-regulate the expression of MAP9 in EBVaGC, and the methylation of MAP9 CpG islands influences this regulation. And MAP9 acts as a tumor suppressor in the development of EBVaGC.
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