Summary The molecular characterization of immune subsets is important for designing effective strategies to understand and treat diseases. We characterized 29 immune cell types within the peripheral blood mononuclear cell (PBMC) fraction of healthy donors using RNA-seq (RNA sequencing) and flow cytometry. Our dataset was used, first, to identify sets of genes that are specific, are co-expressed, and have housekeeping roles across the 29 cell types. Then, we examined differences in mRNA heterogeneity and mRNA abundance revealing cell type specificity. Last, we performed absolute deconvolution on a suitable set of immune cell types using transcriptomics signatures normalized by mRNA abundance. Absolute deconvolution is ready to use for PBMC transcriptomic data using our Shiny app ( https://github.com/giannimonaco/ABIS ). We benchmarked different deconvolution and normalization methods and validated the resources in independent cohorts. Our work has research, clinical, and diagnostic value by making it possible to effectively associate observations in bulk transcriptomics data to specific immune subsets.
Natural killer (NK) T cells are a lymphocyte subset with a distinct surface phenotype, an invariant T cell receptor (TCR), and reactivity to CD1. Here we show that mouse NK T cells can recognize human CD1d as well as mouse CD1, and human NK T cells also recognize both CD1 homologues. The unprecedented degree of conservation of this T cell recognition system suggests that it is fundamentally important. Mouse or human CD1 molecules can present the glycolipid α-galactosylceramide (α-GalCer) to NK T cells from either species. Human T cells, preselected for invariant Vα24 TCR expression, uniformly recognize α-GalCer presented by either human CD1d or mouse CD1. In addition, culture of human peripheral blood cells with α-GalCer led to the dramatic expansion of NK T cells with an invariant (Vα24+) TCR and the release of large amounts of cytokines. Because invariant Vα14+ and Vα24+ NK T cells have been implicated both in the control of autoimmune disease and the response to tumors, our data suggest that α-GalCer could be a useful agent for modulating human immune responses by activation of the highly conserved NK T cell subset.
Natural killer (NK) T cells recognize lipid antigens in the context of the major histocompatibility complex (MHC) class 1–like molecule CD1 and rapidly secrete large amounts of the cytokines interferon (IFN)-γ and interleukin (IL)-4 upon T cell receptor (TCR) engagement. We have asked whether NK T cell activation influences adaptive T cell responses to myelin antigens and their ability to cause experimental autoimmune encephalomyelitis (EAE), a model for multiple sclerosis. While simultaneous activation of NK T cells with the glycolipid α-galactosylceramide (α-GalCer) and myelin-reactive T cells potentiates EAE in B10.PL mice, prior activation of NK T cells protects against disease. Exacerbation of EAE is mediated by an enhanced T helper type 1 (Th1) response to myelin basic protein and is lost in mice deficient in IFN-γ. Protection is mediated by immune deviation of the anti-myelin basic protein (MBP) response and is dependent upon the secretion of IL-4. The modulatory effect of α-GalCer requires the CD1d antigen presentation pathway and is dependent upon the nature of the NK T cell response in B10.PL or C57BL/6 mice. Because CD1 molecules are nonpolymorphic and remarkably conserved among different species, modulation of NK T cell activation represents a target for intervention in T cell–mediated autoimmune diseases.
We have compared the immune responses of mice immunized either with α‐galactosylceramide (α‐GalCer), capable of eliciting a CD1‐metiated stimulation of Vα14+ NK T cells, or with lipoarabinomannan (LAM), a glycophospholipid derived from mycobacteria which is known to be presented by CD1b in humans. Within 24 h, α‐GalCer induces a burst of IFN‐γ secretion in vivo, and recall with antigen in vitro leads to the synthesis of IL‐4 and IL‐10 in addition to IFN‐γ. Associated with this in vivo cytokine release is a polyclonal activation of splenic B and T cells. CD1‐reactive NK T lymphocytes mediate these events, because none of them are observed in α‐GalCer‐immunized CD1− / − mice. LAM immunization fails to promote similar early responses in vivo. Repeated exposure of mice to α‐GalCer induces splenic T cells to secrete IL‐4 and IL‐10 but dramatically reduced levels of IFN‐γ. Such a biasin the cytokine balance triggered by NK T cells stimulated with multiple doses of α‐GalCer suggests that this compound might be useful in the induction of Th2 immune responses and the prevention of chronic inflammatory conditions mediated by Th1 cytokines.
Lymphocyte activation gene-3 (LAG-3) is an MHC class II ligand expressed on activated T and NK cells. A LAG-3Ig fusion protein has been used in mice as an adjuvant protein to induce antitumor responses and specific CD8 and CD4 Th1 responses to nominal Ags. In this work we report on the effect of LAG-3Ig on the maturation and activation of human monocyte-derived dendritic cells (DC). LAG-3Ig binds MHC class II molecules expressed in plasma membrane lipid rafts on immature human DC and induces rapid morphological changes, including the formation of dendritic projections. LAG-3Ig markedly up-regulates the expression of costimulatory molecules and the production of IL-12 and TNF-α. Consistent with this effect on DC maturation, LAG-3Ig disables DC in their capacity to capture soluble Ags. These events are associated with the acquisition of professional APC function, because LAG-3Ig increases the capacity of DC to stimulate the proliferation and IFN-γ response by allogeneic T cells. These effects were not observed when using ligation of MHC class II by specific mAb. Class II-mediated signals induced by a natural ligand, LAG-3, lead to complete maturation of DC, which acquire the capacity to trigger naive T cells and drive polarized Th1 responses.
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