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A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining EBV latency
We probed the lifecycle of Epstein‐Barr virus (EBV) on a cell‐by‐cell basis using single cell RNA sequencing (scRNA‐seq) data from nine publicly available lymphoblastoid cell lines (LCLs). While the majority of LCLs comprised cells containing EBV in the latent phase, two other clusters of cells were...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027397/ https://www.ncbi.nlm.nih.gov/pubmed/36453088 http://dx.doi.org/10.1002/jmv.28362 |
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author | Yan, Bingyu Wang, Chong Chakravorty, Srishti Zhang, Zonghao Kadadi, Simran D. Zhuang, Yuxin Sirit, Isabella Hu, Yonghua Jung, Minwoo Sahoo, Subhransu S. Wang, Luopin Shao, Kunming Anderson, Nicole L. Trujillo‐Ochoa, Jorge L. Briggs, Scott D. Liu, Xing Olson, Matthew R. Afzali, Behdad Zhao, Bo Kazemian, Majid |
author_facet | Yan, Bingyu Wang, Chong Chakravorty, Srishti Zhang, Zonghao Kadadi, Simran D. Zhuang, Yuxin Sirit, Isabella Hu, Yonghua Jung, Minwoo Sahoo, Subhransu S. Wang, Luopin Shao, Kunming Anderson, Nicole L. Trujillo‐Ochoa, Jorge L. Briggs, Scott D. Liu, Xing Olson, Matthew R. Afzali, Behdad Zhao, Bo Kazemian, Majid |
author_sort | Yan, Bingyu |
collection | PubMed |
description | We probed the lifecycle of Epstein‐Barr virus (EBV) on a cell‐by‐cell basis using single cell RNA sequencing (scRNA‐seq) data from nine publicly available lymphoblastoid cell lines (LCLs). While the majority of LCLs comprised cells containing EBV in the latent phase, two other clusters of cells were clearly evident and were distinguished by distinct expression of host and viral genes. Notably, both were high expressors of EBV LMP1/BNLF2 and BZLF1 compared to another cluster that expressed neither gene. The two novel clusters differed from each other in their expression of EBV lytic genes, including glycoprotein gene GP350. The first cluster, comprising GP350 (–) LMP1 ( hi ) cells, expressed high levels of HIF1A and was transcriptionally regulated by HIF1‐α. Treatment of LCLs with Pevonedistat, a drug that enhances HIF1‐α signaling, markedly induced this cluster. The second cluster, containing GP350 (+) LMP1 ( hi ) cells, expressed EBV lytic genes. Host genes that are controlled by super‐enhancers (SEs), such as transcription factors MYC and IRF4, had the lowest expression in this cluster. Functionally, the expression of genes regulated by MYC and IRF4 in GP350 (+) LMP1 ( hi ) cells were lower compared to other cells. Indeed, induction of EBV lytic reactivation in EBV(+) AKATA reduced the expression of these SE‐regulated genes. Furthermore, CRISPR‐mediated perturbation of the MYC or IRF4 SEs in LCLs induced the lytic EBV gene expression, suggesting that host SEs and/or SE target genes are required for maintenance of EBV latency. Collectively, our study revealed EBV‐associated heterogeneity among LCLs that may have functional consequence on host and viral biology. |
format | Online Article Text |
id | pubmed-10027397 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100273972023-04-18 A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining EBV latency Yan, Bingyu Wang, Chong Chakravorty, Srishti Zhang, Zonghao Kadadi, Simran D. Zhuang, Yuxin Sirit, Isabella Hu, Yonghua Jung, Minwoo Sahoo, Subhransu S. Wang, Luopin Shao, Kunming Anderson, Nicole L. Trujillo‐Ochoa, Jorge L. Briggs, Scott D. Liu, Xing Olson, Matthew R. Afzali, Behdad Zhao, Bo Kazemian, Majid J Med Virol Research Articles We probed the lifecycle of Epstein‐Barr virus (EBV) on a cell‐by‐cell basis using single cell RNA sequencing (scRNA‐seq) data from nine publicly available lymphoblastoid cell lines (LCLs). While the majority of LCLs comprised cells containing EBV in the latent phase, two other clusters of cells were clearly evident and were distinguished by distinct expression of host and viral genes. Notably, both were high expressors of EBV LMP1/BNLF2 and BZLF1 compared to another cluster that expressed neither gene. The two novel clusters differed from each other in their expression of EBV lytic genes, including glycoprotein gene GP350. The first cluster, comprising GP350 (–) LMP1 ( hi ) cells, expressed high levels of HIF1A and was transcriptionally regulated by HIF1‐α. Treatment of LCLs with Pevonedistat, a drug that enhances HIF1‐α signaling, markedly induced this cluster. The second cluster, containing GP350 (+) LMP1 ( hi ) cells, expressed EBV lytic genes. Host genes that are controlled by super‐enhancers (SEs), such as transcription factors MYC and IRF4, had the lowest expression in this cluster. Functionally, the expression of genes regulated by MYC and IRF4 in GP350 (+) LMP1 ( hi ) cells were lower compared to other cells. Indeed, induction of EBV lytic reactivation in EBV(+) AKATA reduced the expression of these SE‐regulated genes. Furthermore, CRISPR‐mediated perturbation of the MYC or IRF4 SEs in LCLs induced the lytic EBV gene expression, suggesting that host SEs and/or SE target genes are required for maintenance of EBV latency. Collectively, our study revealed EBV‐associated heterogeneity among LCLs that may have functional consequence on host and viral biology. John Wiley and Sons Inc. 2022-12-13 2023-01 /pmc/articles/PMC10027397/ /pubmed/36453088 http://dx.doi.org/10.1002/jmv.28362 Text en © 2022 The Authors. Journal of Medical Virology published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Articles Yan, Bingyu Wang, Chong Chakravorty, Srishti Zhang, Zonghao Kadadi, Simran D. Zhuang, Yuxin Sirit, Isabella Hu, Yonghua Jung, Minwoo Sahoo, Subhransu S. Wang, Luopin Shao, Kunming Anderson, Nicole L. Trujillo‐Ochoa, Jorge L. Briggs, Scott D. Liu, Xing Olson, Matthew R. Afzali, Behdad Zhao, Bo Kazemian, Majid A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining EBV latency |
title | A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining EBV latency |
title_full | A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining EBV latency |
title_fullStr | A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining EBV latency |
title_full_unstemmed | A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining EBV latency |
title_short | A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining EBV latency |
title_sort | comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super‐enhancers in maintaining ebv latency |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027397/ https://www.ncbi.nlm.nih.gov/pubmed/36453088 http://dx.doi.org/10.1002/jmv.28362 |
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