Cited by 0T-cell and B-cell ImmunologyGenomics and Chromatin DynamicsSingle-cell and spatial transcriptomics

Multi-omics profiling of primary human B cells activated via distinct stimuli

Open access
Aguiar, Vitor R. C., Franco, Marcella E., Abdel Aziz, Nada, Fernandez-Salinas, Daniela, Chiñas, Marcos, Colantuoni, Mariasilvia, Xiao, Qian, Hackert, Nicolaj +32 more·2026·Nature Communications

Abstract

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)
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
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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