Dendritic cells (DCs) and monocytes play a central role in pathogen sensing, phagocytosis and antigen presentation and consist of multiple specialized subtypes. However, their identities and interrelationships are not fully understood. Using unbiased single-cell RNA sequencing (RNA-seq) of ~2400 cells, we identified six human DCs and four monocyte subtypes in human blood. Our study reveals: a new DC subset that shares properties with plasmacytoid DCs (pDCs) but potently activates T cells, thus redefining pDCs; a new subdivision within the CD1C+ subset of DCs; the relationship between blastic plasmacytoid DC neoplasia cells and healthy DCs; and circulating progenitor of conventional DCs (cDCs). Our revised taxonomy will enable more accurate functional and developmental analyses as well as immune monitoring in health and disease.

During early human pregnancy, the fetal placenta implants into the uterine mucosa (decidua)where placental trophoblast cells intermingle and communicate with maternal cells. Trophoblastdecidual interactions underlie common diseases of pregnancy including pre-eclampsia and stillbirth. Here, we profile transcriptomes of ~70,000 single cells from first trimester placentas with matched maternal blood and decidual cells. The cellular composition of human decidua reveals new subsets of perivascular and stromal cells, which are located in distinct decidual layers.There are three major subsets of decidual NK cells, with distinctive immunomodulatory and chemokine profiles. We develop a repository of ligand-receptor complexes (https://cellphonedb.org/) and a statistical tool to predict the cell-type specificity of cell-cell communication via these molecular interactions. This identifies many regulatory interactions that prevent any damaging innate or adaptive immune responses in this environment. Our single cell atlas of the maternal-fetal interface reveals the cellular organization and interactions critical for placentation and reproductive success.During early pregnancy, the uterine mucosal lining, the endometrium, is transformed into decidua under the influence of progesterone. Decidualisation results from a complex and well-orchestrated differentiation program that involves all cellular elements of the mucosa: stromal, glandular, and immune cells, including the distinctive decidual Natural Killer cells (dNK) 1,2 . The blastocyst implants into the decidua and initially, before arterial connections are established, uterine glands are the source of histotrophic nutrition in the placenta 3,4 . Following implantation, placental extravillous trophoblast cells (EVT) invade through the decidua and move towards the spiral arteries, where they destroy the smooth muscle media and transform the arteries into high conductance vessels 5 . Balanced regulation of EVT invasion is critical to pregnancy success: arteries must be sufficiently transformed, but excessive invasion prevented, to ensure correct allocation of resources to both mother and baby 6 . The pivotal regulatory role of the decidua is obvious from the life-threatening, uncontrolled, trophoblast invasion that occurs when the decidua is absent as when the placenta implants on a previous cesarean section scar 7 .EVT have a unique HLA profile: they do not express the dominant T cell ligands, class I HLA-A and HLA-B or class II molecules 8,9 , but do express HLA-G and HLA-E and polymorphic HLA-C class I molecules. These trophoblast HLA ligands have receptors expressed by the dominant decidual immune cells, dNK, including maternal killer immunoglobulin-like receptors (KIR), that bind HLA-C molecules 10,11 . Certain combinations of maternal KIR and fetal HLA-C genetic variants are associated with pregnancy disorders such as pre-eclampsia, where trophoblast invasion is deficient 12 . However, detailed understanding of the cellular interactions in the decidua supporting early...

These guidelines are a consensus work of a considerable number of members of the immunology and flow cytometry community. They provide the theory and key practical aspects of flow cytometry enabling immunologists to avoid the common errors that often undermine immunological data. Notably, there are comprehensive sections of all major immune cell types with helpful Tables detailing phenotypes in murine and human cells. The latest flow cytometry techniques and applications are also described, featuring examples of the data that can be generated and, importantly, how the data can be analysed. Furthermore, there are sections detailing tips, tricks and pitfalls to avoid, all written and peer‐reviewed by leading experts in the field, making this an essential research companion.

Definitive haematopoiesis in the fetal liver supports self-renewal and differentiation of haematopoietic stem cells/multipotent progenitors (HSC/MPPs) but remains poorly defined in humans. Using single cell transcriptome profiling of ~140,000 liver and ~74,000 skin, kidney and yolk sac cells, we identify the repertoire of human blood and immune cells during development. We infer differentiation trajectories from HSC/MPPs and evaluate the impact of tissue microenvironment on blood and immune cell development. We reveal physiological erythropoiesis in fetal skin and the presence of mast cells, NK and ILC precursors in the yolk sac. We demonstrate a shift in fetal liver haematopoietic composition during gestation away from being erythroid-predominant, accompanied by a parallel change in HSC/MPP differentiation potential, which we functionally validate. Our integrated map of fetal liver haematopoiesis provides a blueprint for the study of paediatric blood and immune disorders, and a valuable reference for harnessing the therapeutic potential of HSC/MPPs.

Messenger RNA encodes cellular function and phenotype. In the context of human cancer, it defines the identities of malignant cells and the diversity of tumor tissue. We studied 72,501 single-cell transcriptomes of human renal tumors and normal tissue from fetal, pediatric, and adult kidneys. We matched childhood Wilms tumor with specific fetal cell types, thus providing evidence for the hypothesis that Wilms tumor cells are aberrant fetal cells. In adult renal cell carcinoma, we identified a canonical cancer transcriptome that matched a little-known subtype of proximal convoluted tubular cell. Analyses of the tumor composition defined cancer-associated normal cells and delineated a complex vascular endothelial growth factor (VEGF) signaling circuit. Our findings reveal the precise cellular identities and compositions of human kidney tumors.