Dataset Information

Single-cell RNA sequencing reveals the heterogeneity of liver-resident immune cells in human

ABSTRACT: The liver plays a critical role in both immune defense and tolerance in the body. The liver-resident immune cells (LrICs) determine the immune properties, but the unique composition and heterogeneity of these cells are incompletely understood. Here, we dissect the diversity of LrICs by a comprehensive transcriptomic profiling using the unbiased single-cell RNA-sequencing (scRNA-seq). A total of 70, 706 of CD45+ immune cells from the paired liver perfusion, spleen and peripheral blood as references were profiled. We identified 33 discrete cell populations comprising 14 of T and NK cell, 7 of B cell, 4 of antibody-secreting cell (ASC) and 8 of myeloid cell subsets in human liver and donor-paired spleen and blood, and characterized their tissue distribution, gene expression and functional modules. Especially, four of CXCR6+ T and NK cell subsets were found to be present preferentially in the liver, where they manifested heterogeneity, distinct function and prominent homeostatic proliferation. We propose a universal category system of T and NK cells based on distinct chemokine receptors, confirmed subsequently by phenotype, transcriptional factors and functionality. We also identified adaptive changes by the spleen and liver-resident monocyte and macrophage populations. Finally, we give a global glimpse on B cell and ASC subsets in human spleen and liver. We, therefore, reveal the heterogeneity and functional diversity of LrICs in human. This study presents comprehensively the landscape of LrICs and will enable further study on their roles in various human diseases.

ORGANISM(S): Homo sapiens

PROVIDER: GSE125188 | GEO | 2020/04/01

REPOSITORIES: GEO

ACCESS DATA

Similar Datasets

Project description:Dendritic cells (DCs) are a complex group of cells which play a critical role in vertebrate immunity. Spleen or lymph node resident DCs are subdivided into conventional DC (cDC) subsets (CD11b and CD8alpha in mouse; BDCA1 and BDCA3 in man) and plasmacytoid DCs (pDCs). It is currently unclear if these various DC populations belong to a unique hematopoietic lineage and if the subsets identified in the mouse and human systems are evolutionary homologs. To bring novel insights into these questions, we sought conserved genetic signatures for these DCs through the analysis of a compendium of genome-wide expression profiles of mouse or human leukocytes. We show through clustering analysis that all spleen resident DC subsets form a distinct branch within the leukocyte family tree, and reveal a transcriptomal signature evolutionary conserved in all these DC subsets. Moreover we identify a large gene expression program shared between mouse and human plasmacytoid DCs, and smaller conserved profiles shared between mouse and human cDC subsets. Finally, we use compendium analysis to re-evaluate the classification of interferon-producing killer DCs (IKDCs) and lin-CD16+HLA-DR+ cells, which have both been claimed to be DCs, and show that these cells are more closely linked to NK or myeloid cells, respectively. Our study thus provides a unique resource for future investigation of the evolutionarily conserved molecular pathways governing the ontogeny and functions of leukocyte subsets, especially DCs. Experiment Overall Design: This study includes data from cell sort purified dendritic cells, B cells, NK cells, and CD8 T cells. 2 or 3 independent replicates were made for each cell type. The genearray was performed in an attempt to investigate the relationships between DCs subsets and with other leukocytes, in mouse, in human, and between these 2 species. To this end, public data for mouse CD4 T cells and macrophages, as well as public data for human leukocyte subsets were also used in the analysis. The results have led to the identification of specific transcriptional programs conserved between human and mouse dendritic cell subsets.

Project description:The spleen is a conserved secondary lymphoid organ that emerged in parallel to adaptive immunity in early jawed vertebrates. Recent studies have applied single cell transcriptomics to reveal the cellular composition of spleen in several species, cataloguing diverse immune cell types and subpopulations. In this study, 51,119 spleen nuclei transcriptomes were comprehensively investigated in the commercially important teleost Atlantic salmon (Salmo salar L.), contrasting control animals with those challenged with the bacterial pathogen Aeromonas salmonicida. We identified clusters of nuclei representing the expected major cell types, namely T cells, B cells, natural killer-like cells, granulocytes, mononuclear phagocytes, endothelial cells, mesenchymal cells, erythrocytes and thrombocytes. We discovered heterogeneity within several immune lineages, providing evidence for resident macrophages and melanomacrophages, infiltrating monocytes, several candidate dendritic cell subpopulations, and B cells at distinct stages of differentiation, including plasma cells and an igt+ B subset. We provide evidence for twelve candidate T cell subsets, including cd4+ T helper and regulatory T cells, one cd8+ subset, three γδT subsets, and populations double negative for cd4 and cd8. The number of genes showing differential expression during the early stages of infection with Aeromonas was highly variable across cell types, with the largest changes observed in resident macrophages and infiltrating monocytes, followed by resting mature B cells. Our differential expression analysis offers evidence for a strong inflammatory response to bacteria in the spleen driven by macrophages and monocytes, and the recruitment of splenic igt+ B cells to the gut. Overall, this study provides a new cell-resolved perspective of the immune actions of Atlantic salmon spleen, highlighting extensive heterogeneity hidden to bulk transcriptomics. We further provide a large catalogue of cell-specific marker genes that can be leveraged to further explore the function and structural organization of the salmonid immune system.

Dataset Information

Single-cell RNA sequencing reveals the heterogeneity of liver-resident immune cells in human

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure