Multi-omics profiling of primary human B cells activated via distinct stimuli
Open accessAbstract
B cells are central for immunity and immune-mediated diseases (IMD), but how distinct signaling pathways drive diverse activation responses over time is not comprehensively understood. Here, we obtain peripheral blood B cells from 27 female healthy donors for in vitro stimulation, profiling the response at multiple time points using RNA-seq, single-cell RNA-seq with surface protein markers (CITE-seq), and ATAC-seq. Using diverse stimuli including activation of the B cell receptor (BCR), Toll-like receptor 7 (TLR7), TLR9, CD40, and differentiation into double negative 2 (DN2) IgD – CD27 – CD11c + CD21 – B cells, our analyses uncover activation-dependent B cell states, stimulation-specific transcription factors and regulatory regions, the dynamic response of IMD-associated gene expression, and specific open chromatin regions associated with IMD genetic risk. Furthermore, we also identify a lupus risk variant in an enhancer regulating TNFSF4 expression. The analysis data can be accessed via an interactive browser: https://mgalab.shinyapps.io/bcellactivation . Our findings underscore how profiling the full breadth of B cell activation pathways may be important for understanding B cell biology in health and disease.
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- Authors
- Aguiar, V. R. C., Franco, M. E., Abdel Aziz, N., Fernandez-Salinas, D., Chiñas, M., Colantuoni, M., Xiao, Q., Hackert, N., Liao, Y., Cervantes-Diaz, R., Todd, M., Wauford, B., Wactor, A., Prahalad, V., Laza-Briviesca, R., Darbousset, R., Wang, Q., Jenks, S., Cashman, K. S., Zumaquero, E., Zhu, Z., Case, J., Cejas, P., Gomez, M., Ainsworth, H., Marion, M., Benamar, M., Lee, P., Henderson, L., Chang, M. H., Wei, K., Long, H., Langefeld, C. D., Sanders, A. D., Gewurz, B. E., Sanz, I., Sparks, J. A., Meidan, E., Nigrovic, P. A., & Gutierrez-Arcelus, M.
- Affiliations
- Broad Institute (US)
- Boston Children's Hospital (US)
- Brigham and Women's Hospital (US)
- Emory University (US)
- University of Alabama at Birmingham (US)
- Harvard University (US)
- Wake Forest University Health Sciences (US)
- Max Delbrück Center (DE)
- ORCID
- Aguiar, Vitor R. C.
- Franco, Marcella E.
- Abdel Aziz, Nada
- Chiñas, Marcos
- Colantuoni, Mariasilvia
- Xiao, Qian
- Hackert, Nicolaj
- Liao, Yifei
- Cervantes-Diaz, Rodrigo
- Todd, Marc
- Darbousset, Roxane
- Jenks, Scott
- Cashman, Kevin S.
- Zumaquero, Esther
- Zhu, Zhu
- Cejas, Paloma
- Ainsworth, Hannah
- Benamar, Mehdi
- Lee, Pui
- Henderson, Lauren
- Chang, Margaret H.
- Wei, Kevin
- Long, Henry
- Langefeld, Carl D.
- Sanders, Ashley D.
- Gewurz, Benjamin E.
- Sanz, Ignacio
- Sparks, Jeffrey A.
- Nigrovic, Peter A.
- Gutierrez-Arcelus, Maria
- Venue
- Nature Communications
- Published
- 2026-10-23
- ISSN
- 2041-1723 (ISSN-L)
- OpenAlex
- W7223373603
- Cited by
- 0
- References
- 0
- FWCI
- 0.00
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- Funders
- George Gund Foundation
- Gilead Sciences
- Rheumatology Research Foundation (P30 AR072577, P30 AR070253)
- Harvard University
- Lupus Research Alliance (R01AR073201, R01AR075906)
- Broad Institute
- National Research Foundation
- Boehringer Ingelheim Fonds
- National Institutes of Health (UL1TR002541, AI083194, AR072577, AR070253, AR49084)
- National Heart, Lung, and Blood Institute
- National Institute of Allergy and Infectious Diseases (AI083194, AR49084, U19AI095219)
- National Institute of Arthritis and Musculoskeletal and Skin Diseases (AR070253, AR072577, R01AR065538, R01AR075906, P01AR049084, AR49084, R01AR080659, R01AR077607, R01AR073201)
- National Center for Research Resources
- Topics
- Life Sciences › Immunology and Microbiology › Immunology › T-cell and B-cell Immunology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Keywords
- B cell activation, immune-mediated diseases, B cell receptor signaling, TLR7, TLR9, CD40 signaling, transcription factors, open chromatin, enhancers, OX40L, gene expression dynamics, single-cell RNA sequencing, CITE-seq, ATAC-seq
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