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Yang M, Lin W, Huang J, Mannucci A, Luo H. Novel immunotherapeutic approaches in gastric cancer. PRECISION CLINICAL MEDICINE 2024; 7:pbae020. [PMID: 39397869 PMCID: PMC11467695 DOI: 10.1093/pcmedi/pbae020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 09/08/2024] [Accepted: 09/08/2024] [Indexed: 10/15/2024] Open
Abstract
Gastric cancer is a malignant tumor that ranks third in cancer-related deaths worldwide. Early-stage gastric cancer can often be effectively managed through surgical resection. However, the majority of cases are diagnosed in advanced stages, where outcomes with conventional radiotherapy and chemotherapy remain unsatisfactory. Immunotherapy offers a novel approach to treating molecularly heterogeneous gastric cancer by modifying the immunosuppressive tumor microenvironment. Immune checkpoint inhibitors and adoptive cell therapy are regarded as promising modalities in cancer immunotherapy. Food and Drug Administration-approved programmed death-receptor inhibitors, such as pembrolizumab, in combination with chemotherapy, have significantly extended overall survival in gastric cancer patients and is recommended as a first-line treatment. Despite challenges in solid tumor applications, adoptive cell therapy has demonstrated efficacy against various targets in gastric cancer treatment. Among these approaches, chimeric antigen receptor-T cell therapy research is the most widely explored and chimeric antigen receptor-T cell therapy targeting claudin18.2 has shown acceptable safety and robust anti-tumor capabilities. However, these advancements primarily remain in preclinical stages and further investigation should be made to promote their clinical application. This review summarizes the latest research on immune checkpoint inhibitors and adoptive cell therapy and their limitations, as well as the role of nanoparticles in enhancing immunotherapy.
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Affiliation(s)
- Meng Yang
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Research Unit of Precision Diagnosis and Treatment for Gastrointestinal Cancer, Chinese Academy of Medical Sciences, Guangzhou 510060, China
| | - Wuhao Lin
- Department of Molecular Diagnostics, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Jiaqian Huang
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Research Unit of Precision Diagnosis and Treatment for Gastrointestinal Cancer, Chinese Academy of Medical Sciences, Guangzhou 510060, China
| | - Alessandro Mannucci
- Gastroenterology and Gastrointestinal Emndoscopy Unit, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan 20132, Italy
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope; Monrovia, CA 91016, USA
| | - Huiyan Luo
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
- Research Unit of Precision Diagnosis and Treatment for Gastrointestinal Cancer, Chinese Academy of Medical Sciences, Guangzhou 510060, China
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2
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Bos J, Groen-van Schooten TS, Brugman CP, Jamaludin FS, van Laarhoven HWM, Derks S. The tumor immune composition of mismatch repair deficient and Epstein-Barr virus-positive gastric cancer: A systematic review. Cancer Treat Rev 2024; 127:102737. [PMID: 38669788 DOI: 10.1016/j.ctrv.2024.102737] [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: 02/13/2024] [Revised: 04/16/2024] [Accepted: 04/19/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND Gastric cancer (GC), known for its unfavorable prognosis, has been classified in four distinct molecular subtypes. These subtypes not only exhibit differences in their genome and transcriptome but also in the composition of their tumor immune microenvironment. The microsatellite instable (MSI) and Epstein-Barr virus (EBV) positive GC subtypes show clear clinical benefits from immune checkpoint blockade, likely due to a neoantigen-driven and virus-driven antitumor immune response and high expression of immune checkpoint molecule PD-L1. However, even within these subtypes response to checkpoint inhibition is variable, which is potentially related to heterogeneity in the tumor immune microenvironment (TIME) and expression of co-inhibitory molecules. We conducted a systematic review to outline the current knowledge about the immunological features on the TIME of MSI and EBV + GCs. METHODS A systematic search was performed in PubMed, EMBASE and Cochrane Library. All articles from the year 1990 and onwards addressing immune features of gastric adenocarcinoma were reviewed and included based on predefined in- and exclusion criteria. RESULTS In total 5962 records were screened, of which 139 were included that reported immunological data on molecular GC subtypes. MSI and EBV + GCs were reported to have a more inflamed TIME compared to non-MSI and EBV- GC subtypes. Compared to microsatellite stable (MSS) tumors, MSI tumors were characterized by higher numbers of CD8 + and FoxP3 + T cells, and tumor infiltrating pro- and anti-inflammatory macrophages. HLA-deficiency was most common in MSI tumors compared to other molecular GC subtypes and associated with lower T and B cell infiltrates compared to HLA-proficient tumors. EBV + was associated with a high number of CD8 + T cells, Tregs, NK cells and macrophages. Expression of PD-L1, CTLA-4, Granzyme A and B, Perforin and interferon-gamma was enriched in EBV + tumors. Overall, MSI tumors harbored a more heterogeneous TIME in terms of immune cell composition and immune checkpoints compared to the EBV + tumors. DISCUSSION AND CONCLUSION MSI and EBV + GCs are highly Handbook for Conducting a Literature-Based Health Assessment Using OHAT Approach for Systematic Review and Evidence Integration.; 2019pro-inflammatory immune cell populations. Although studies on the direct comparison of EBV + and MSI tumors are limited, EBV + tumors show less intra-subgroup heterogeneity compared to MSI tumors. More studies are needed to identify how Intra-subgroup heterogeneity impacts response to immunotherapy efficacy.
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Affiliation(s)
- J Bos
- Amsterdam UMC Location University of Amsterdam, Department of Medical Oncology, Meibergdreef 9, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - T S Groen-van Schooten
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Medical Oncology, De Boelelaan 1117, Amsterdam, the Netherlands
| | - C P Brugman
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Medical Oncology, De Boelelaan 1117, Amsterdam, the Netherlands
| | - F S Jamaludin
- Amsterdam UMC Location University of Amsterdam, Medical Library AMC, Meibergdreef 9, Amsterdam, the Netherlands
| | - H W M van Laarhoven
- Amsterdam UMC Location University of Amsterdam, Department of Medical Oncology, Meibergdreef 9, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, the Netherlands
| | - S Derks
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Medical Oncology, De Boelelaan 1117, Amsterdam, the Netherlands.
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Šimičić P, Batović M, Stojanović Marković A, Židovec-Lepej S. Deciphering the Role of Epstein-Barr Virus Latent Membrane Protein 1 in Immune Modulation: A Multifaced Signalling Perspective. Viruses 2024; 16:564. [PMID: 38675906 PMCID: PMC11054855 DOI: 10.3390/v16040564] [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: 01/29/2024] [Accepted: 04/02/2024] [Indexed: 04/28/2024] Open
Abstract
The disruption of antiviral sensors and the evasion of immune defences by various tactics are hallmarks of EBV infection. One of the EBV latent gene products, LMP1, was shown to induce the activation of signalling pathways, such as NF-κB, MAPK (JNK, ERK1/2, p38), JAK/STAT and PI3K/Akt, via three subdomains of its C-terminal domain, regulating the expression of several cytokines responsible for modulation of the immune response and therefore promoting viral persistence. The aim of this review is to summarise the current knowledge on the EBV-mediated induction of immunomodulatory molecules by the activation of signal transduction pathways with a particular focus on LMP1-mediated mechanisms. A more detailed understanding of the cytokine biology molecular landscape in EBV infections could contribute to the more complete understanding of diseases associated with this virus.
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Affiliation(s)
- Petra Šimičić
- Department of Oncology and Nuclear Medicine, Sestre Milosrdnice University Hospital Center, Vinogradska cesta 29, 10 000 Zagreb, Croatia;
| | - Margarita Batović
- Department of Clinical Microbiology and Hospital Infections, Dubrava University Hospital, Avenija Gojka Šuška 6, 10 000 Zagreb, Croatia;
| | - Anita Stojanović Marković
- Department of Immunological and Molecular Diagnostics, University Hospital for Infectious Diseases “Dr. Fran Mihaljević”, Mirogojska 8, 10 000 Zagreb, Croatia
| | - Snjezana Židovec-Lepej
- Department of Immunological and Molecular Diagnostics, University Hospital for Infectious Diseases “Dr. Fran Mihaljević”, Mirogojska 8, 10 000 Zagreb, Croatia
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Salnikov MY, MacNeil KM, Mymryk JS. The viral etiology of EBV-associated gastric cancers contributes to their unique pathology, clinical outcomes, treatment responses and immune landscape. Front Immunol 2024; 15:1358511. [PMID: 38596668 PMCID: PMC11002251 DOI: 10.3389/fimmu.2024.1358511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/14/2024] [Indexed: 04/11/2024] Open
Abstract
Epstein-Barr virus (EBV) is a pathogen known to cause a number of malignancies, often taking years for them to develop after primary infection. EBV-associated gastric cancer (EBVaGC) is one such malignancy, and is an immunologically, molecularly and pathologically distinct entity from EBV-negative gastric cancer (EBVnGC). In comparison with EBVnGCs, EBVaGCs overexpress a number of immune regulatory genes to help form an immunosuppressive tumor microenvironment (TME), have improved prognosis, and overall have an "immune-hot" phenotype. This review provides an overview of the histopathology, clinical features and clinical outcomes of EBVaGCs. We also summarize the differences between the TMEs of EBVaGCs and EBVnGCs, which includes significant differences in cell composition and immune infiltration. A list of available EBVaGC and EBVnGC gene expression datasets and computational tools are also provided within this review. Finally, an overview is provided of the various chemo- and immuno-therapeutics available in treating gastric cancers (GCs), with a focus on EBVaGCs.
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Affiliation(s)
- Mikhail Y. Salnikov
- Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Katelyn M. MacNeil
- Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Joe S. Mymryk
- Department of Microbiology and Immunology, Western University, London, ON, Canada
- Department of Oncology, Western University, London, ON, Canada
- Department of Otolaryngology, Western University, London, ON, Canada
- Lawson Health Research Institute, London, ON, Canada
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593'"] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593'||'] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593%' and 2*3*8=6*8 and 'eho8'!='eho8%] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593' and 2*3*8=6*8 and 'x7c8'='x7c8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593����%2527%2522\'\"] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593" and 2*3*8=6*8 and "d5lf"="d5lf] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593j4dtuwxg] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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12
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 PMCID: PMC10642438 DOI: 10.3748/wjg.v29.i40.5593] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 10/27/2023] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
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Hou W, Zhao Y, Zhu H. Predictive Biomarkers for Immunotherapy in Gastric Cancer: Current Status and Emerging Prospects. Int J Mol Sci 2023; 24:15321. [PMID: 37895000 PMCID: PMC10607383 DOI: 10.3390/ijms242015321] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/12/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023] Open
Abstract
Gastric cancer presents substantial management challenges, and the advent of immunotherapy has ignited renewed hope among patients. Nevertheless, a significant proportion of patients do not respond to immunotherapy, and adverse events associated with immunotherapy also occur on occasion, underscoring the imperative to identify suitable candidates for treatment. Several biomarkers, including programmed death ligand-1 expression, tumor mutation burden, mismatch repair status, Epstein-Barr Virus infection, circulating tumor DNA, and tumor-infiltrating lymphocytes, have demonstrated potential in predicting the effectiveness of immunotherapy in gastric cancer. However, the quest for the optimal predictive biomarker for gastric cancer immunotherapy remains challenging, as each biomarker carries its own limitations. Recently, multi-omics technologies have emerged as promising platforms for discovering novel biomarkers that may help in selecting gastric cancer patients likely to respond to immunotherapy. The identification of reliable predictive biomarkers for immunotherapy in gastric cancer holds the promise of enhancing patient selection and improving treatment outcomes. In this review, we aim to provide an overview of clinically established biomarkers of immunotherapy in gastric cancer. Additionally, we introduce newly reported biomarkers based on multi-omics studies in the context of gastric cancer immunotherapy, thereby contributing to the ongoing efforts to refine patient stratification and treatment strategies.
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Affiliation(s)
- Wanting Hou
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu 610065, China; (W.H.); (Y.Z.)
- Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu 610065, China
| | - Yaqin Zhao
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu 610065, China; (W.H.); (Y.Z.)
- Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu 610065, China
| | - Hong Zhu
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu 610065, China; (W.H.); (Y.Z.)
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Salnikov MY, Fonseca GJ, Mymryk JS. Differences in the Tumor Microenvironment of EBV-Associated Gastric Cancers Revealed Using Single-Cell Transcriptome Analysis. Cancers (Basel) 2023; 15:3178. [PMID: 37370788 DOI: 10.3390/cancers15123178] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/07/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023] Open
Abstract
Epstein-Barr virus (EBV) is a gamma-herpesvirus associated with nearly 10% of gastric cancers (GCs). These EBV-associated GCs (EBVaGCs) are molecularly, histopathologically, and clinically distinct from EBV-negative GCs (EBVnGCs). While viral genes in EBVaGCs contribute to the carcinogenesis process, viral proteins also represent foreign antigens that could trigger enhanced immune responses compared to EBVnGCs. Despite prior investigations of the EBVaGC tumor microenvironment (TME), the cellular composition has not been thoroughly explored. In this study, cellular subpopulations overrepresented in EBVaGCs were identified and molecularly characterized. Genes consistently expressed across both bulk tumor and single-cell RNA sequencing data were highlighted, with the expression across the identified cellular subpopulations analyzed. As expected, based on existing histopathological analysis, EBVaGC is characterized by abundant lymphocytic infiltration of the stroma. Our molecular analysis identified three unique immune cell subpopulations in EBVaGC: T and B cells expressing high levels of proliferation markers and B cells expressing T cell features. The proliferating T cell cluster also expressed markers of follicular T helper cells. Overall, EBVaGC also exhibited unique features indicative of a higher inflammatory response. These substantial differences within the TME suggest that further detailed exploration of the cellular composition of EBVaGCs is needed, which may identify cellular subpopulations and phenotypes associated with patient outcomes.
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Affiliation(s)
- Mikhail Y Salnikov
- Department of Microbiology and Immunology, Western University, London, ON N6A 3K7, Canada
| | - Gregory J Fonseca
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
- Department of Medicine, Division of Experimental Medicine, McGill University, Montreal, QC H3G 2M1, Canada
- Quantitative Life Sciences Program, McGill University, Montreal, QC H3A 0G4, 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
- Department of Otolaryngology, Western University, London, ON N6A 5W9, Canada
- London Regional Cancer Program, Lawson Health Research Institute, London, ON N6A 5W9, Canada
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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: 5] [Impact Index Per Article: 2.5] [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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