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RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators

Plasma cells (PCs) play an important role in the adaptive immune system through a continuous production of antibodies. We have demonstrated that PC differentiation can be modeled in vitro using complex multistep culture systems reproducing sequential differentiation process occurring in vivo. Here w...

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Autores principales: Kassambara, Alboukadel, Herviou, Laurie, Ovejero, Sara, Jourdan, Michel, Thibaut, Coraline, Vikova, Veronika, Pasero, Philippe, Elemento, Olivier, Moreaux, Jérôme
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102200/
https://www.ncbi.nlm.nih.gov/pubmed/33824465
http://dx.doi.org/10.1038/s41375-021-01234-0
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author Kassambara, Alboukadel
Herviou, Laurie
Ovejero, Sara
Jourdan, Michel
Thibaut, Coraline
Vikova, Veronika
Pasero, Philippe
Elemento, Olivier
Moreaux, Jérôme
author_facet Kassambara, Alboukadel
Herviou, Laurie
Ovejero, Sara
Jourdan, Michel
Thibaut, Coraline
Vikova, Veronika
Pasero, Philippe
Elemento, Olivier
Moreaux, Jérôme
author_sort Kassambara, Alboukadel
collection PubMed
description Plasma cells (PCs) play an important role in the adaptive immune system through a continuous production of antibodies. We have demonstrated that PC differentiation can be modeled in vitro using complex multistep culture systems reproducing sequential differentiation process occurring in vivo. Here we present a comprehensive, temporal program of gene expression data encompassing human PC differentiation (PCD) using RNA sequencing (RNA-seq). Our results reveal 6374 differentially expressed genes classified into four temporal gene expression patterns. A stringent pathway enrichment analysis of these gene clusters highlights known pathways but also pathways largely unknown in PCD, including the heme biosynthesis and the glutathione conjugation pathways. Additionally, our analysis revealed numerous novel transcriptional networks with significant stage-specific overexpression and potential importance in PCD, including BATF2, BHLHA15/MIST1, EZH2, WHSC1/MMSET, and BLM. We have experimentally validated a potent role for BLM in regulating cell survival and proliferation during human PCD. Taken together, this RNA-seq analysis of PCD temporal stages helped identify coexpressed gene modules with associated up/downregulated transcription regulator genes that could represent major regulatory nodes for human PC maturation. These data constitute a unique resource of human PCD gene expression programs in support of future studies for understanding the underlying mechanisms that control PCD.
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spelling pubmed-81022002021-05-24 RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators Kassambara, Alboukadel Herviou, Laurie Ovejero, Sara Jourdan, Michel Thibaut, Coraline Vikova, Veronika Pasero, Philippe Elemento, Olivier Moreaux, Jérôme Leukemia Article Plasma cells (PCs) play an important role in the adaptive immune system through a continuous production of antibodies. We have demonstrated that PC differentiation can be modeled in vitro using complex multistep culture systems reproducing sequential differentiation process occurring in vivo. Here we present a comprehensive, temporal program of gene expression data encompassing human PC differentiation (PCD) using RNA sequencing (RNA-seq). Our results reveal 6374 differentially expressed genes classified into four temporal gene expression patterns. A stringent pathway enrichment analysis of these gene clusters highlights known pathways but also pathways largely unknown in PCD, including the heme biosynthesis and the glutathione conjugation pathways. Additionally, our analysis revealed numerous novel transcriptional networks with significant stage-specific overexpression and potential importance in PCD, including BATF2, BHLHA15/MIST1, EZH2, WHSC1/MMSET, and BLM. We have experimentally validated a potent role for BLM in regulating cell survival and proliferation during human PCD. Taken together, this RNA-seq analysis of PCD temporal stages helped identify coexpressed gene modules with associated up/downregulated transcription regulator genes that could represent major regulatory nodes for human PC maturation. These data constitute a unique resource of human PCD gene expression programs in support of future studies for understanding the underlying mechanisms that control PCD. Nature Publishing Group UK 2021-04-06 2021 /pmc/articles/PMC8102200/ /pubmed/33824465 http://dx.doi.org/10.1038/s41375-021-01234-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Kassambara, Alboukadel
Herviou, Laurie
Ovejero, Sara
Jourdan, Michel
Thibaut, Coraline
Vikova, Veronika
Pasero, Philippe
Elemento, Olivier
Moreaux, Jérôme
RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators
title RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators
title_full RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators
title_fullStr RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators
title_full_unstemmed RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators
title_short RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators
title_sort rna-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102200/
https://www.ncbi.nlm.nih.gov/pubmed/33824465
http://dx.doi.org/10.1038/s41375-021-01234-0
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