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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
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.
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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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