Frontiers in Immunology · 2021 · 84 citations · 58 references
Life SciencesCell BiologyImmunologyCellular ImmunologyInflammationInnate ImmunityB Cell BiologyB-cell ResponsesCell-mediated ImmunityT Cell ActivationT Cell BiologyCd28 SignalingCell Composition AnalysisImmune Cell ActivationImmune Cell CompositionImmune Effector MoleculesPro-inflammatory Cytokine ExpressionT Cell Effector MoleculesT-cell Immune Responses
Immune cell activation assays have been widely used for immune monitoring and for understanding disease mechanisms. However, these assays are typically limited in scope. A holistic study of circulating immune cell responses to different activators is lacking. Here we developed a cost-effective high-throughput multiplexed single-cell RNA-seq combined with epitope tagging (CITE-seq) to determine how classic activators of T cells (anti-CD3 coupled with anti-CD28) or monocytes (LPS) alter the cell composition and transcriptional profiles of peripheral blood mononuclear cells (PBMCs) from healthy human donors. Anti-CD3/CD28 treatment activated all classes of lymphocytes either directly (T cells) or indirectly (B and NK cells) but reduced monocyte numbers. Activated T and NK cells expressed senescence and effector molecules, whereas activated B cells transcriptionally resembled autoimmune disease- or age-associated B cells (e.g., CD11c, T-bet). In contrast, LPS specifically targeted monocytes and induced two main states: early activation characterized by the expression of chemoattractants and a later pro-inflammatory state characterized by expression of effector molecules. These data provide a foundation for future immune activation studies with single cell technologies (https://czi-pbmc-cite-seq.jax.org/).
58
clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters
Guangchuang Yu, Li-Gen Wang, Yanyan Han et al. · OMICS A Journal of Integrative Biology · 2012 · 38.3K citations
Slingshot: cell lineage and pseudotime inference for single-cell transcriptomics
Kelly Street, Davide Risso, Russell B. Fletcher et al. · BMC Genomics · 2018 · 3.4K citations · Full text
Simultaneous epitope and transcriptome measurement in single cells
Marlon Stoeckius, Christoph Hafemeister, William Stephenson et al. · Nature Methods · 2017 · 3.3K citations · Full text