Immunity · 2020 · 264 citations · 43 references
Life SciencesCell BiologyImmunologyCellular ImmunologyMolecular ImmunologySingle-cell BioinformaticsB Cell ActivationB Cell BiologyHumoral ImmunityLymphocyte ActivationSingle-cell GenomicsSingle-cell Multi-omics IntegrationB Cell Subset BiologyB-cell BiomarkersB-cell SignaturesClinical Biomarker TranslationFunctional Diversity AssessmentImmune Cell Cytokine ProductionImmune Cell Subtype ClassificationImmunological Memory Formation
B cells are capable of a wide range of effector functions including antibody secretion, antigen presentation, cytokine production, and generation of immunological memory. A consistent strategy for classifying human B cells by using surface molecules is essential to harness this functional diversity for clinical translation. We developed a highly multiplexed screen to quantify the co-expression of 351 surface molecules on millions of human B cells. We identified differentially expressed molecules and aligned their variance with isotype usage, VDJ sequence, metabolic profile, biosynthesis activity, and signaling response. Based on these analyses, we propose a classification scheme to segregate B cells from four lymphoid tissues into twelve unique subsets, including a CD45RB+CD27− early memory population, a class-switched CD39+ tonsil-resident population, and a CD19hiCD11c+ memory population that potently responds to immune activation. This classification framework and underlying datasets provide a resource for further investigations of human B cell identity and function.
43
In silico prediction of protein-protein interactions in human macrophages
Oussema Souiai, Fatma Z. Guerfali, Slimane Ben Miled et al. · BMC Research Notes · 2014 · 11K citations · Full text
Diversity and Evenness: A Unifying Notation and Its Consequences
M. O. Hill · Ecology · 1973 · 6.4K citations
Life Sciences, Biology, Ecology +17
Dimensionality reduction for visualizing single-cell data using UMAP
Étienne Becht, Leland McInnes, John Healy et al. · Nature Biotechnology · 2018 · 5.8K citations