Skip to main content
Top
Published in: Infectious Agents and Cancer 1/2022

Open Access 01-12-2022 | Epstein-Barr Virus | Research

EBV persistence in gastric cancer cases conventionally classified as EBER-ISH negative

Authors: M. C. Siciliano, S. Tornambè, G. Cevenini, E. Sorrentino, M. Granai, G. Giovannoni, D. Marrelli, I. Biviano, F. Roviello, H. Yoshiyama, L. Leoncini, S. Lazzi, L. Mundo

Published in: Infectious Agents and Cancer | Issue 1/2022

Login to get access

Abstract

Background

The Epstein-Barr virus (EBV) causes various B-cell lymphomas and epithelial malignancies, including gastric cancer (GC) at frequencies ranging from 5 to 10% in adenocarcinomas (ADK) to 80% in GC with lymphoid stroma (GCLS). Using high-sensitivity methods, we recently detected EBV traces in a large cohort of EBV-negative B-cell lymphomas, suggesting a hit-and-run mechanism.

Methods

Here, we used routine and higher-sensitivity methods [droplet digital PCR (ddPCR) for EBV segments on microdissected tumour cells and RNAscope for EBNA1 mRNA] to assess EBV infection in a cohort of 40 GCs (28 ADK and 12 GCLS).

Results

ddPCR documented the presence of EBV nucleic acids in rare tumour cells of several cases conventionally classified as EBV-negative (ADK, 8/26; GCLS, 6/7). Similarly, RNAscope confirmed EBNA1 expression in rare tumour cells (ADK, 4/26; GCLS, 3/7). Finally, since EBV induces epigenetic changes that are heritable and retained after complete loss of the virus from the host cell, we studied the methylation pattern of EBV-specifically methylated genes (Timp2, Eya1) as a mark of previous EBV infection. Cases with EBV traces showed a considerable level of methylation in Timp2 and Eya1 genes that was similar to that observed in EBER-ISH positive cases and greater than cases not featuring any EBV traces.

Conclusions

These findings suggest that: (a) EBV may contribute to gastric pathogenesis more widely than currently acknowledged and (b) indicate the methylation changes as a mechanistic framework for how EBV can act in a hit-and-run manner. Finally, we found that the viral state was of prognostic significance in univariate and multivariate analyses.
Literature
2.
go back to reference Shah KM, Young LS. Epstein-Barr virus and carcinogenesis: beyond Burkitt’s lymphoma. Clin Microbiol Infect. 2009;15(11):982–8.PubMedCrossRef Shah KM, Young LS. Epstein-Barr virus and carcinogenesis: beyond Burkitt’s lymphoma. Clin Microbiol Infect. 2009;15(11):982–8.PubMedCrossRef
3.
go back to reference Ambrosio MR, Navari M, Di Lisio L, Leon EA, Onnis A, Gazaneo S, et al. The Epstein Barr-encoded BART-6-3p microRNA affects regulation of cell growth and immuno response in Burkitt lymphoma. Infect Agent Cancer. 2014;9:12.PubMedPubMedCentralCrossRef Ambrosio MR, Navari M, Di Lisio L, Leon EA, Onnis A, Gazaneo S, et al. The Epstein Barr-encoded BART-6-3p microRNA affects regulation of cell growth and immuno response in Burkitt lymphoma. Infect Agent Cancer. 2014;9:12.PubMedPubMedCentralCrossRef
4.
go back to reference Cai X, Schäfer A, Lu S, Bilello JP, Desrosiers RC, Edwards R, et al. Epstein-Barr virus microRNAs are evolutionarily conserved and differentially expressed. PLoS Pathog. 2006;2(3): e23.PubMedPubMedCentralCrossRef Cai X, Schäfer A, Lu S, Bilello JP, Desrosiers RC, Edwards R, et al. Epstein-Barr virus microRNAs are evolutionarily conserved and differentially expressed. PLoS Pathog. 2006;2(3): e23.PubMedPubMedCentralCrossRef
5.
go back to reference Piccaluga PP, Navari M, De Falco G, Ambrosio MR, Lazzi S, Fuligni F, et al. Virus-encoded microRNA contributes to the molecular profile of EBV-positive Burkitt lymphomas. Oncotarget. 2016;7(1):224–40.PubMedCrossRef Piccaluga PP, Navari M, De Falco G, Ambrosio MR, Lazzi S, Fuligni F, et al. Virus-encoded microRNA contributes to the molecular profile of EBV-positive Burkitt lymphomas. Oncotarget. 2016;7(1):224–40.PubMedCrossRef
6.
7.
go back to reference Hatton OL, Harris-Arnold A, Schaffert S, Krams SM, Martinez OM. The interplay between Epstein-Barr virus and B lymphocytes: implications for infection, immunity, and disease. Immunol Res. 2014;58(2–3):268–76.PubMedPubMedCentralCrossRef Hatton OL, Harris-Arnold A, Schaffert S, Krams SM, Martinez OM. The interplay between Epstein-Barr virus and B lymphocytes: implications for infection, immunity, and disease. Immunol Res. 2014;58(2–3):268–76.PubMedPubMedCentralCrossRef
8.
go back to reference Granai M, Mundo L, Akarca AU, Siciliano MC, Rizvi H, Mancini V, et al. Immune landscape in Burkitt lymphoma reveals M2-macrophage polarization and correlation between PD-L1 expression and non-canonical EBV latency program. Infect Agent Cancer. 2020;15:28.PubMedPubMedCentralCrossRef Granai M, Mundo L, Akarca AU, Siciliano MC, Rizvi H, Mancini V, et al. Immune landscape in Burkitt lymphoma reveals M2-macrophage polarization and correlation between PD-L1 expression and non-canonical EBV latency program. Infect Agent Cancer. 2020;15:28.PubMedPubMedCentralCrossRef
11.
go back to reference Leonard S, Wei W, Anderton J, Vockerodt M, Rowe M, Murray PG, et al. Epigenetic and transcriptional changes which follow Epstein-Barr virus infection of germinal center B cells and their relevance to the pathogenesis of Hodgkin’s lymphoma. J Virol. 2011;85(18):9568–77.PubMedPubMedCentralCrossRef Leonard S, Wei W, Anderton J, Vockerodt M, Rowe M, Murray PG, et al. Epigenetic and transcriptional changes which follow Epstein-Barr virus infection of germinal center B cells and their relevance to the pathogenesis of Hodgkin’s lymphoma. J Virol. 2011;85(18):9568–77.PubMedPubMedCentralCrossRef
12.
go back to reference Mundo L, Ambrosio MR, Picciolini M, Lo Bello G, Gazaneo S, Del Porro L, et al. Unveiling another missing piece in EBV-driven lymphomagenesis: EBV-encoded MicroRNAs expression in EBER-negative Burkitt lymphoma cases. Front Microbiol. 2017;8:229.PubMedPubMedCentralCrossRef Mundo L, Ambrosio MR, Picciolini M, Lo Bello G, Gazaneo S, Del Porro L, et al. Unveiling another missing piece in EBV-driven lymphomagenesis: EBV-encoded MicroRNAs expression in EBER-negative Burkitt lymphoma cases. Front Microbiol. 2017;8:229.PubMedPubMedCentralCrossRef
14.
go back to reference Birdwell CE, Queen KJ, Kilgore PC, Rollyson P, Trutschl M, Cvek U, et al. Genome-wide DNA methylation as an epigenetic consequence of Epstein-Barr virus infection of immortalized keratinocytes. J Virol. 2014;88(19):11442–58.PubMedPubMedCentralCrossRef Birdwell CE, Queen KJ, Kilgore PC, Rollyson P, Trutschl M, Cvek U, et al. Genome-wide DNA methylation as an epigenetic consequence of Epstein-Barr virus infection of immortalized keratinocytes. J Virol. 2014;88(19):11442–58.PubMedPubMedCentralCrossRef
15.
go back to reference Niller HH, Wolf H, Minarovits J. Viral hit and run-oncogenesis: genetic and epigenetic scenarios. Cancer Lett. 2011;305(2):200–17.PubMedCrossRef Niller HH, Wolf H, Minarovits J. Viral hit and run-oncogenesis: genetic and epigenetic scenarios. Cancer Lett. 2011;305(2):200–17.PubMedCrossRef
16.
go back to reference Queen KJ, Shi M, Zhang F, Cvek U, Scott RS. Epstein-Barr virus-induced epigenetic alterations following transient infection. Int J Cancer. 2013;132(9):2076–86.PubMedCrossRef Queen KJ, Shi M, Zhang F, Cvek U, Scott RS. Epstein-Barr virus-induced epigenetic alterations following transient infection. Int J Cancer. 2013;132(9):2076–86.PubMedCrossRef
17.
go back to reference Hutcheson RL, Chakravorty A, Sugden B. Burkitt lymphomas evolve to escape dependencies on Epstein-Barr Virus. Front Cell Infect Microbiol. 2020;10: 606412.PubMedCrossRef Hutcheson RL, Chakravorty A, Sugden B. Burkitt lymphomas evolve to escape dependencies on Epstein-Barr Virus. Front Cell Infect Microbiol. 2020;10: 606412.PubMedCrossRef
18.
go back to reference Abate F, Ambrosio MR, Mundo L, Laginestra MA, Fuligni F, Rossi M, et al. Distinct viral and mutational spectrum of endemic Burkitt lymphoma. PLoS Pathog. 2015;11(10): e1005158.PubMedPubMedCentralCrossRef Abate F, Ambrosio MR, Mundo L, Laginestra MA, Fuligni F, Rossi M, et al. Distinct viral and mutational spectrum of endemic Burkitt lymphoma. PLoS Pathog. 2015;11(10): e1005158.PubMedPubMedCentralCrossRef
20.
go back to reference Srinivas SK, Sample JT, Sixbey JW. Spontaneous loss of viral episomes accompanying Epstein-Barr virus reactivation in a Burkitt’s lymphoma cell line. J Infect Dis. 1998;177(6):1705–9.PubMedCrossRef Srinivas SK, Sample JT, Sixbey JW. Spontaneous loss of viral episomes accompanying Epstein-Barr virus reactivation in a Burkitt’s lymphoma cell line. J Infect Dis. 1998;177(6):1705–9.PubMedCrossRef
21.
go back to reference Dittmer DP, Hilscher CJ, Gulley ML, Yang EV, Chen M, Glaser R. Multiple pathways for Epstein-Barr virus episome loss from nasopharyngeal carcinoma. Int J Cancer. 2008;123(9):2105–12.PubMedPubMedCentralCrossRef Dittmer DP, Hilscher CJ, Gulley ML, Yang EV, Chen M, Glaser R. Multiple pathways for Epstein-Barr virus episome loss from nasopharyngeal carcinoma. Int J Cancer. 2008;123(9):2105–12.PubMedPubMedCentralCrossRef
22.
go back to reference Trivedi P, Zhang QJ, Chen F, Minarovits J, Ekman M, Biberfeld P, et al. Parallel existence of Epstein-Barr virus (EBV) positive and negative cells in a sporadic case of Burkitt lymphoma. Oncogene. 1995;11(3):505–10.PubMed Trivedi P, Zhang QJ, Chen F, Minarovits J, Ekman M, Biberfeld P, et al. Parallel existence of Epstein-Barr virus (EBV) positive and negative cells in a sporadic case of Burkitt lymphoma. Oncogene. 1995;11(3):505–10.PubMed
23.
go back to reference Mundo L, Del Porro L, Granai M, Siciliano MC, Mancini V, Santi R, et al. Frequent traces of EBV infection in Hodgkin and non-Hodgkin lymphomas classified as EBV-negative by routine methods: expanding the landscape of EBV-related lymphomas. Mod Pathol. 2020;33(12):2407–21.PubMedPubMedCentralCrossRef Mundo L, Del Porro L, Granai M, Siciliano MC, Mancini V, Santi R, et al. Frequent traces of EBV infection in Hodgkin and non-Hodgkin lymphomas classified as EBV-negative by routine methods: expanding the landscape of EBV-related lymphomas. Mod Pathol. 2020;33(12):2407–21.PubMedPubMedCentralCrossRef
25.
go back to reference Nagtegaal ID, Odze RD, Klimstra D, Paradis V, Rugge M, Schirmacher P, et al. The 2019 WHO classification of tumours of the digestive system. Histopathology. 2020;76(2):182–8.PubMedCrossRef Nagtegaal ID, Odze RD, Klimstra D, Paradis V, Rugge M, Schirmacher P, et al. The 2019 WHO classification of tumours of the digestive system. Histopathology. 2020;76(2):182–8.PubMedCrossRef
26.
go back to reference Network CGAR. Comprehensive molecular characterization of gastric adenocarcinoma. Nature. 2014;513(7517):202–9.CrossRef Network CGAR. Comprehensive molecular characterization of gastric adenocarcinoma. Nature. 2014;513(7517):202–9.CrossRef
27.
go back to reference Saha A, Jha HC, Upadhyay SK, Robertson ES. Epigenetic silencing of tumor suppressor genes during in vitro Epstein-Barr virus infection. Proc Natl Acad Sci U S A. 2015;112(37):E5199–207.PubMedPubMedCentralCrossRef Saha A, Jha HC, Upadhyay SK, Robertson ES. Epigenetic silencing of tumor suppressor genes during in vitro Epstein-Barr virus infection. Proc Natl Acad Sci U S A. 2015;112(37):E5199–207.PubMedPubMedCentralCrossRef
28.
go back to reference Kang GH, Lee S, Cho NY, Gandamihardja T, Long TI, Weisenberger DJ, et al. DNA methylation profiles of gastric carcinoma characterized by quantitative DNA methylation analysis. Lab Invest. 2008;88(2):161–70.PubMedCrossRef Kang GH, Lee S, Cho NY, Gandamihardja T, Long TI, Weisenberger DJ, et al. DNA methylation profiles of gastric carcinoma characterized by quantitative DNA methylation analysis. Lab Invest. 2008;88(2):161–70.PubMedCrossRef
29.
go back to reference Matsusaka K, Kaneda A, Nagae G, Ushiku T, Kikuchi Y, Hino R, et al. Classification of Epstein-Barr virus-positive gastric cancers by definition of DNA methylation epigenotypes. Cancer Res. 2011;71(23):7187–97.PubMedCrossRef Matsusaka K, Kaneda A, Nagae G, Ushiku T, Kikuchi Y, Hino R, et al. Classification of Epstein-Barr virus-positive gastric cancers by definition of DNA methylation epigenotypes. Cancer Res. 2011;71(23):7187–97.PubMedCrossRef
30.
31.
go back to reference Kong D, Ma W, Zhang D, Cui Q, Wang K, Tang J, et al. EYA1 promotes cell migration and tumor metastasis in hepatocellular carcinoma. Am J Transl Res. 2019;11(4):2328–38.PubMedPubMedCentral Kong D, Ma W, Zhang D, Cui Q, Wang K, Tang J, et al. EYA1 promotes cell migration and tumor metastasis in hepatocellular carcinoma. Am J Transl Res. 2019;11(4):2328–38.PubMedPubMedCentral
32.
go back to reference Wang W, Zhang Y, Liu M, Wang Y, Yang T, Li D, et al. TIMP2 is a poor prognostic factor and predicts metastatic biological behavior in gastric cancer. Sci Rep. 2018;8(1):9629.PubMedPubMedCentralCrossRef Wang W, Zhang Y, Liu M, Wang Y, Yang T, Li D, et al. TIMP2 is a poor prognostic factor and predicts metastatic biological behavior in gastric cancer. Sci Rep. 2018;8(1):9629.PubMedPubMedCentralCrossRef
33.
go back to reference Fukayama M, Kunita A, Kaneda A. Gastritis-infection-cancer sequence of Epstein-Barr virus-associated gastric cancer. Adv Exp Med Biol. 2018;1045:437–57.PubMedCrossRef Fukayama M, Kunita A, Kaneda A. Gastritis-infection-cancer sequence of Epstein-Barr virus-associated gastric cancer. Adv Exp Med Biol. 2018;1045:437–57.PubMedCrossRef
34.
go back to reference Kusano M, Toyota M, Suzuki H, Akino K, Aoki F, Fujita M, et al. Genetic, epigenetic, and clinicopathologic features of gastric carcinomas with the CpG island methylator phenotype and an association with Epstein-Barr virus. Cancer. 2006;106(7):1467–79.PubMedCrossRef Kusano M, Toyota M, Suzuki H, Akino K, Aoki F, Fujita M, et al. Genetic, epigenetic, and clinicopathologic features of gastric carcinomas with the CpG island methylator phenotype and an association with Epstein-Barr virus. Cancer. 2006;106(7):1467–79.PubMedCrossRef
35.
go back to reference Wang F, Flanagan J, Su N, Wang LC, Bui S, Nielson A, et al. RNAscope: a novel in situ RNA analysis platform for formalin-fixed, paraffin-embedded tissues. J Mol Diagn. 2012;14(1):22–9.PubMedPubMedCentralCrossRef Wang F, Flanagan J, Su N, Wang LC, Bui S, Nielson A, et al. RNAscope: a novel in situ RNA analysis platform for formalin-fixed, paraffin-embedded tissues. J Mol Diagn. 2012;14(1):22–9.PubMedPubMedCentralCrossRef
36.
go back to reference Takakuwa T, Luo WJ, Ham MF, Sakane-Ishikawa F, Wada N, Aozasa K. Integration of Epstein-Barr virus into chromosome 6q15 of Burkitt lymphoma cell line (Raji) induces loss of BACH2 expression. Am J Pathol. 2004;164(3):967–74.PubMedPubMedCentralCrossRef Takakuwa T, Luo WJ, Ham MF, Sakane-Ishikawa F, Wada N, Aozasa K. Integration of Epstein-Barr virus into chromosome 6q15 of Burkitt lymphoma cell line (Raji) induces loss of BACH2 expression. Am J Pathol. 2004;164(3):967–74.PubMedPubMedCentralCrossRef
37.
go back to reference Lay ML, Lucas RM, Ratnamohan M, Taylor J, Ponsonby AL, Dwyer DE, et al. Measurement of Epstein-Barr virus DNA load using a novel quantification standard containing two EBV DNA targets and SYBR Green I dye. Virol J. 2010;7:252.PubMedPubMedCentralCrossRef Lay ML, Lucas RM, Ratnamohan M, Taylor J, Ponsonby AL, Dwyer DE, et al. Measurement of Epstein-Barr virus DNA load using a novel quantification standard containing two EBV DNA targets and SYBR Green I dye. Virol J. 2010;7:252.PubMedPubMedCentralCrossRef
38.
go back to reference Camargo MC, Kim WH, Chiaravalli AM, Kim KM, Corvalan AH, Matsuo K, et al. Improved survival of gastric cancer with tumour Epstein-Barr virus positivity: an international pooled analysis. Gut. 2014;63(2):236–43.PubMedCrossRef Camargo MC, Kim WH, Chiaravalli AM, Kim KM, Corvalan AH, Matsuo K, et al. Improved survival of gastric cancer with tumour Epstein-Barr virus positivity: an international pooled analysis. Gut. 2014;63(2):236–43.PubMedCrossRef
40.
go back to reference Sanosyan A, Fayd’herbe de Maudave A, Bollore K, Zimmermann V, Foulongne V, Van de Perre P, et al. The impact of targeting repetitive BamHI-W sequences on the sensitivity and precision of EBV DNA quantification. PLoS ONE. 2017;12(8):e0183856.PubMedPubMedCentralCrossRef Sanosyan A, Fayd’herbe de Maudave A, Bollore K, Zimmermann V, Foulongne V, Van de Perre P, et al. The impact of targeting repetitive BamHI-W sequences on the sensitivity and precision of EBV DNA quantification. PLoS ONE. 2017;12(8):e0183856.PubMedPubMedCentralCrossRef
41.
go back to reference Ababneh E, Saad AM, Crane GM. The role of EBV in haematolymphoid proliferations: emerging concepts relevant to diagnosis and treatment. Histopathology. 2021;79(4):451–64.PubMedCrossRef Ababneh E, Saad AM, Crane GM. The role of EBV in haematolymphoid proliferations: emerging concepts relevant to diagnosis and treatment. Histopathology. 2021;79(4):451–64.PubMedCrossRef
42.
go back to reference Jox A, Rohen C, Belge G, Bartnitzke S, Pawlita M, Diehl V, et al. Integration of Epstein-Barr virus in Burkitt’s lymphoma cells leads to a region of enhanced chromosome instability. Ann Oncol. 1997;8(Suppl 2):131–5.PubMedCrossRef Jox A, Rohen C, Belge G, Bartnitzke S, Pawlita M, Diehl V, et al. Integration of Epstein-Barr virus in Burkitt’s lymphoma cells leads to a region of enhanced chromosome instability. Ann Oncol. 1997;8(Suppl 2):131–5.PubMedCrossRef
43.
go back to reference Xu M, Zhang WL, Zhu Q, Zhang S, Yao YY, Xiang T, et al. Genome-wide profiling of Epstein-Barr virus integration by targeted sequencing in Epstein-Barr virus associated malignancies. Theranostics. 2019;9(4):1115–24.PubMedPubMedCentralCrossRef Xu M, Zhang WL, Zhu Q, Zhang S, Yao YY, Xiang T, et al. Genome-wide profiling of Epstein-Barr virus integration by targeted sequencing in Epstein-Barr virus associated malignancies. Theranostics. 2019;9(4):1115–24.PubMedPubMedCentralCrossRef
44.
go back to reference Chang Y, Cheng SD, Tsai CH. Chromosomal integration of Epstein-Barr virus genomes in nasopharyngeal carcinoma cells. Head Neck. 2002;24(2):143–50.PubMedCrossRef Chang Y, Cheng SD, Tsai CH. Chromosomal integration of Epstein-Barr virus genomes in nasopharyngeal carcinoma cells. Head Neck. 2002;24(2):143–50.PubMedCrossRef
45.
go back to reference Xiao K, Yu Z, Li X, Tang K, Tu C, Qi P, et al. Genome-wide analysis of Epstein-Barr virus (EBV) integration and strain in C666–1 and Raji cells. J Cancer. 2016;7(2):214–24.PubMedPubMedCentralCrossRef Xiao K, Yu Z, Li X, Tang K, Tu C, Qi P, et al. Genome-wide analysis of Epstein-Barr virus (EBV) integration and strain in C666–1 and Raji cells. J Cancer. 2016;7(2):214–24.PubMedPubMedCentralCrossRef
46.
go back to reference Chakravorty S, Yan B, Wang C, Wang L, Quaid JT, Lin CF, et al. Integrated pan-cancer map of EBV-associated neoplasms reveals functional host-virus interactions. Cancer Res. 2019;79(23):6010–23.PubMedPubMedCentralCrossRef Chakravorty S, Yan B, Wang C, Wang L, Quaid JT, Lin CF, et al. Integrated pan-cancer map of EBV-associated neoplasms reveals functional host-virus interactions. Cancer Res. 2019;79(23):6010–23.PubMedPubMedCentralCrossRef
47.
go back to reference Shinozaki-Ushiku A, Kunita A, Fukayama M. Update on Epstein-Barr virus and gastric cancer (review). Int J Oncol. 2015;46(4):1421–34.PubMedCrossRef Shinozaki-Ushiku A, Kunita A, Fukayama M. Update on Epstein-Barr virus and gastric cancer (review). Int J Oncol. 2015;46(4):1421–34.PubMedCrossRef
Metadata
Title
EBV persistence in gastric cancer cases conventionally classified as EBER-ISH negative
Authors
M. C. Siciliano
S. Tornambè
G. Cevenini
E. Sorrentino
M. Granai
G. Giovannoni
D. Marrelli
I. Biviano
F. Roviello
H. Yoshiyama
L. Leoncini
S. Lazzi
L. Mundo
Publication date
01-12-2022
Publisher
BioMed Central
Published in
Infectious Agents and Cancer / Issue 1/2022
Electronic ISSN: 1750-9378
DOI
https://doi.org/10.1186/s13027-022-00469-5

Other articles of this Issue 1/2022

Infectious Agents and Cancer 1/2022 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine