ArticleFrontiers in immunology2021
Single-Cell Transcriptomic Analyses Define Distinct Peripheral B Cell Subsets and Discrete Development Pathways.
Article in Frontiers in immunology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 108 papers.
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Who cites it
108 citing papers in PubMed.
- IgA2Cell reports. Medicine · 2025Trial
- B-Cell Aware Analysis of Single-Cell Transcriptomics Data.Methods in molecular biology (Clifton, N.J.) · 2027Article
- Transcriptomic characterization of transitional B cells reveals four subsets with perturbed activation profiles in scleroderma.iScience · 2026Article
- Vaccine elicitation of HIV broadly neutralizing antibodies from genome-edited B cells in non-human primates and derived lymphoid organoids.Gene therapy · 2026Article
- Interferon-Mediated Regulation of Memory B Cell Identity and Function.Immunological reviews · 2026Review
- Human primary antibody response to vaccination follows a partially sequential class-switching program with a checkpoint at IGHG2.Cell reports. Medicine · 2026Article
- Dysregulation of anti-Ro60 B cell autoreactivity in systemic lupus erythematosus.bioRxiv : the preprint server for biology · 2026Article
- A single-cell atlas revealing cellular heterogeneity across healthy and diseased human thymus.Nature communications · 2026Article
- STEVE: Single-cell Transcriptomics Expression Visualization and Evaluation.bioRxiv : the preprint server for biology · 2026Article
- Altered B cell activation contributes to the immunopathogenesis of childhood arthritis-associated uveitis.Nature communications · 2026Article
- Follicular Helper T Cells and B Cell Maturation in Patients with 22q11.2 Deletion Syndrome and Recurrent Infections.Journal of clinical immunology · 2026Article
- Single-cell analysis reveals multi-faceted features of B cell development, together with age-associated B cell subpopulations.Communications biology · 2026Article
- Restoring B cell intrinsic tolerance to lupus autoimmunity: a rational strategy for lupus treatment.Frontiers in immunology · 2026Review
- Accurate quantification of spliced and unspliced transcripts for single-cell RNA sequencing with tidesurf.PloS one · 2026Article
- Multifaceted B cell response to transient HIV viremia in elite controllers.PLoS pathogens · 2026Article
- The pathogenic role of double-negative B cells in autoimmune diseases.Frontiers in immunology · 2026Review
- B cells in anti-tRNA synthetase syndrome patients show an activated, interferon-responsive signature.Frontiers in immunology · 2026Article
- Immune regulation and cell metabolism in B cell subsets in patients with systemic lupus erythematosus.Frontiers in immunology · 2026Review
- Article
- CD21 primes extrafollicular differentiation of autoreactive B cells in a TLR7-driven lupus model.Science immunology · 2025Article
48 more citing papers are in PubMed but not listed here.
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6 authors.
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Abstract
Separation of B cells into different subsets has been useful to understand their different functions in various immune scenarios. In some instances, the subsets defined by phenotypic FACS separation are relatively homogeneous and so establishing the functions associated with them is straightforward. Other subsets, such as the "Double negative" (DN, CD19+CD27-IgD-) population, are more complex with reports of differing functionality which could indicate a heterogeneous population. Recent advances in single-cell techniques enable an alternative route to characterize cells based on their transcriptome. To maximize immunological insight, we need to match prior data from phenotype-based studies with the finer granularity of the single-cell transcriptomic signatures. We also need to be able to define meaningful B cell subsets from single cell analyses performed on PBMCs, where the relative paucity of a B cell signature means that defining B cell subsets within the whole is challenging. Here we provide a reference single-cell dataset based on phenotypically sorted B cells and an unbiased procedure to better classify functional B cell subsets in the peripheral blood, particularly useful in establishing a baseline cellular landscape and in extracting significant changes with respect to this baseline from single-cell datasets. We find 10 different clusters of B cells and applied a novel, geometry-inspired, method to RNA velocity estimates in order to evaluate the dynamic transitions between B cell clusters. This indicated the presence of two main developmental branches of memory B cells. A T-independent branch that involves IgM memory cells and two DN subpopulations, culminating in a population thought to be associated with Age related B cells and the extrafollicular response. The other, T-dependent, branch involves a third DN cluster which appears to be a precursor of classical memory cells. In addition, we identify a novel DN4 population, which is IgE rich and closely linked to the classical/precursor memory branch suggesting an IgE specific T-dependent cell population.
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