Generation of a single-cell B cell atlas of antibody repertoires and transcriptomes to identify signatures associated with antigen-specificity
A. Agrafiotis, D. Neumeier, K.-L. Hong, T. Chowdhury, R. A. Ehling, R. Kuhn, I. Sandu, V. Kreiner, T.-S. Cotet, D. Laslo, S. Anzböck, D. Starkie, D. J. Lightwood, A. Oxenius, S. T. Reddy, A. Yermanos
Abstract
Murine models of immunization have played a major role in discovering antibody candidates against therapeutic targets. It nevertheless remains time-consuming and expensive to identify antibodies with diverse binding modalities against druggable candidate molecules. Although new genomics-based pipelines have potential to augment antibody discovery, these methods remain in their infancy due to an incomplete understanding of the selection process that governs B cell clonal selection, expansion and antigen specificity. Furthermore, it remains unknown how factors such as aging and reduction of tolerance influence B cell selection in murine models of immunization. Here we perform single-cell sequencing of antibody repertoires and transcriptomes of B cells following immunizations with a model therapeutic antigen target (human Tumor necrosis factor receptor 2, TNFR2). We determine the relationship between antibody repertoires, gene expression signatures and antigen specificity across 100,000 B cells. Recombinant expression and characterization of 227 monoclonal antibodies revealed the existence of clonally expanded and class-switched antigen-specific B cells that were more frequent in young mice. Although integrating multiple repertoire features such as germline gene usage, somatic hypermutation, and transcriptional signatures failed to distinguish antigen-specific from non-specific B cells, other features such as IgG-subtype and sequence composition correlated with antigen-specificity. This work provides a single-cell resource for B cells relating antibody repertoires, transcriptomes and antigen specificity.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Antibody repertoire and gene expression dynamics of diverse human B cell states during affinity maturation.
H. W. King, N. Orban, … L. K. James·bioRxiv·Apr 28, 2020
- Convergent Sequence Features of Antiviral B Cells
A. A. Abu-Shmais, M. J. Vukovich, … I. S. Georgiev·mBioPeer-reviewed·Oct 16, 2024
- Massively parallel single-cell B-cell receptor sequencing enables rapid discovery of diverse antigen-reactive antibodies
L. Goldstein, Y.-J. J. Chen, … S. Seshagiri·bioRxiv·Jun 6, 2019
- De novo antibody discovery in human blood from full-length single B cell transcriptomics and matching haplotyped-resolved germline assemblies
John Beaulaurier, Lynn Ly, … Benhur Lee·bioRxiv·Mar 26, 2024
- Functional Enrichment and Analysis of Antigen-Specific Memory B Cell Antibody Repertoires in PBMCs
E. Waltari, A. McGeever, … K. M. McCutcheon·bioRxiv·Feb 22, 2019
- Large-scale Analysis of 2,152 dataset reveals key features of B cell biology and the antibody repertoire