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1.
Science ; 375(6578): 315-320, 2022 01 21.
Article in English | MEDLINE | ID: mdl-35050652

ABSTRACT

Fast and selective isolation of single cells with unique spatial and morphological traits remains a technical challenge. Here, we address this by establishing high-speed image-enabled cell sorting (ICS), which records multicolor fluorescence images and sorts cells based on measurements from image data at speeds up to 15,000 events per second. We show that ICS quantifies cell morphology and localization of labeled proteins and increases the resolution of cell cycle analyses by separating mitotic stages. We combine ICS with CRISPR-pooled screens to identify regulators of the nuclear factor κB (NF-κB) pathway, enabling the completion of genome-wide image-based screens in about 9 hours of run time. By assessing complex cellular phenotypes, ICS substantially expands the phenotypic space accessible to cell-sorting applications and pooled genetic screening.


Subject(s)
Flow Cytometry , Optical Imaging , Active Transport, Cell Nucleus , Animals , CRISPR-Cas Systems , Cell Nucleus/metabolism , Cell Shape , Genetic Techniques , Genome , Genome, Human , Humans , Microscopy, Fluorescence , Mitosis , NF-kappa B/metabolism , Organelles/ultrastructure , Phenotype , Transcription Factor RelA/metabolism
2.
Nat Immunol ; 22(12): 1577-1589, 2021 12.
Article in English | MEDLINE | ID: mdl-34811546

ABSTRACT

Single-cell genomics technology has transformed our understanding of complex cellular systems. However, excessive cost and a lack of strategies for the purification of newly identified cell types impede their functional characterization and large-scale profiling. Here, we have generated high-content single-cell proteo-genomic reference maps of human blood and bone marrow that quantitatively link the expression of up to 197 surface markers to cellular identities and biological processes across all main hematopoietic cell types in healthy aging and leukemia. These reference maps enable the automatic design of cost-effective high-throughput cytometry schemes that outperform state-of-the-art approaches, accurately reflect complex topologies of cellular systems and permit the purification of precisely defined cell states. The systematic integration of cytometry and proteo-genomic data enables the functional capacities of precisely mapped cell states to be measured at the single-cell level. Our study serves as an accessible resource and paves the way for a data-driven era in cytometry.


Subject(s)
Blood Cells/metabolism , Bone Marrow Cells/metabolism , Cell Separation , Flow Cytometry , Gene Expression Profiling , Proteome , Proteomics , Single-Cell Analysis , Transcriptome , Age Factors , Blood Cells/immunology , Blood Cells/pathology , Bone Marrow Cells/immunology , Bone Marrow Cells/pathology , Cells, Cultured , Databases, Genetic , Healthy Aging/genetics , Healthy Aging/immunology , Healthy Aging/metabolism , Humans , Leukemia/genetics , Leukemia/immunology , Leukemia/metabolism , Leukemia/pathology , RNA-Seq , Systems Biology
3.
Blood ; 134(13): 1046-1058, 2019 09 26.
Article in English | MEDLINE | ID: mdl-31434705

ABSTRACT

Although bone marrow niche cells are essential for hematopoietic stem cell (HSC) maintenance, their interaction in response to stress is not well defined. Here, we used a mouse model of acute thrombocytopenia to investigate the cross talk between HSCs and niche cells during restoration of the thrombocyte pool. This process required membrane-localized stem cell factor (m-SCF) in megakaryocytes, which was regulated, in turn, by vascular endothelial growth factor A (VEGF-A) and platelet-derived growth factor-BB (PDGF-BB). HSCs and multipotent progenitors type 2 (MPP2), but not MPP3/4, were subsequently activated by a dual-receptor tyrosine kinase (RTK)-dependent signaling event, m-SCF/c-Kit and VEGF-A/vascular endothelial growth factor receptor 2 (VEGFR-2), contributing to their selective and early proliferation. Our findings describe a dynamic network of signals in response to the acute loss of a single blood cell type and reveal the important role of 3 RTKs and their ligands in orchestrating the selective activation of hematopoietic stem and progenitor cells (HSPCs) in thrombocytopenia.


Subject(s)
Hematopoietic Stem Cells/pathology , Receptor Protein-Tyrosine Kinases/metabolism , Signal Transduction , Thrombocytopenia/pathology , Acute Disease , Animals , Becaplermin/metabolism , Blood Platelets/metabolism , Blood Platelets/pathology , Hematopoietic Stem Cells/metabolism , Mice, Inbred C57BL , Proto-Oncogene Proteins c-kit/metabolism , Thrombocytopenia/metabolism , Vascular Endothelial Growth Factor A/metabolism , Vascular Endothelial Growth Factor Receptor-2/metabolism
4.
Stem Cell Reports ; 12(4): 667-679, 2019 04 09.
Article in English | MEDLINE | ID: mdl-30905740

ABSTRACT

Physical activity is a strong positive physiological modulator of adult neurogenesis in the hippocampal dentate gyrus. Although the underlying regulatory mechanisms are still unknown, systemic processes must be involved. Here we show that platelets are activated after acute periods of running, and that activated platelets promote neurogenesis, an effect that is likely mediated by platelet factor 4. Ex vivo, the beneficial effects of activated platelets and platelet factor 4 on neural precursor cells were dentate gyrus specific and not observed in the subventricular zone. Moreover, the depletion of circulating platelets in mice abolished the running-induced increase in precursor cell proliferation in the dentate gyrus following exercise. These findings demonstrate that platelets and their released factors can modulate adult neural precursor cells under physiological conditions and provide an intriguing link between running-induced platelet activation and the modulation of neurogenesis after exercise.


Subject(s)
Blood Platelets/metabolism , Hippocampus/metabolism , Neural Stem Cells/cytology , Neural Stem Cells/metabolism , Neurons/cytology , Neurons/metabolism , Platelet Activation , Animals , Cell Proliferation , Dentate Gyrus/metabolism , Mice , Neurogenesis , Proteome
5.
Stem Cell Reports ; 10(6): 1908-1919, 2018 06 05.
Article in English | MEDLINE | ID: mdl-29754961

ABSTRACT

The hematopoietic stem cell (HSC) compartment consists of a small pool of cells capable of replenishing all blood cells. Although it is established that the hematopoietic system is assembled as a hierarchical organization under steady-state conditions, emerging evidence suggests that distinct differentiation pathways may exist in response to acute stress. However, it remains unclear how different hematopoietic stem and progenitor cell subpopulations behave under sustained chronic stress. Here, by using adult transgenic mice overexpressing erythropoietin (EPO; Tg6) and a combination of in vivo, in vitro, and deep-sequencing approaches, we found that HSCs respond differentially to chronic erythroid stress compared with their closely related multipotent progenitors (MPPs). Specifically, HSCs exhibit a vastly committed erythroid progenitor profile with enhanced cell division, while MPPs display erythroid and myeloid cell signatures and an accumulation of uncommitted cells. Thus, our results identify HSCs as master regulators of chronic stress erythropoiesis, potentially circumventing the hierarchical differentiation-detour.


Subject(s)
Erythropoiesis , Erythropoietin/genetics , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/metabolism , Stress, Physiological , Animals , Computational Biology/methods , Erythroid Precursor Cells/cytology , Erythroid Precursor Cells/metabolism , Gene Expression Profiling , Mice , Mice, Transgenic
6.
Nat Commun ; 9(1): 1898, 2018 05 15.
Article in English | MEDLINE | ID: mdl-29765026

ABSTRACT

Hematopoietic stem cells (HSCs) continuously replenish all blood cell types through a series of differentiation steps and repeated cell divisions that involve the generation of lineage-committed progenitors. However, whether cell division in HSCs precedes differentiation is unclear. To this end, we used an HSC cell-tracing approach and Ki67RFP knock-in mice, in a non-conditioned transplantation model, to assess divisional history, cell cycle progression, and differentiation of adult HSCs. Our results reveal that HSCs are able to differentiate into restricted progenitors, especially common myeloid, megakaryocyte-erythroid and pre-megakaryocyte progenitors, without undergoing cell division and even before entering the S phase of the cell cycle. Additionally, the phenotype of the undivided but differentiated progenitors correlated with the expression of lineage-specific genes and loss of multipotency. Thus HSC fate decisions can be uncoupled from physical cell division. These results facilitate a better understanding of the mechanisms that control fate decisions in hematopoietic cells.


Subject(s)
Cell Division , Hematopoiesis , Hematopoietic Stem Cells/cytology , Myeloid Progenitor Cells/cytology , Animals , Female , Flow Cytometry , Male , Megakaryocytes/cytology , Mice , Mice, Inbred C57BL
7.
Gen Comp Endocrinol ; 191: 137-45, 2013 Sep 15.
Article in English | MEDLINE | ID: mdl-23770020

ABSTRACT

Five neuropeptide genes are classified in the FMRF-related (FaRP) group: the Fmrf, dromyosuppressin (Dms), drosulfakinin (Dsk), neuropeptide F (npf) and short neuropeptide F (sNPF) genes coding for 8, 1, 2, 1 and 4 peptides, respectively. In order to compare their effects on the locomotor activity of Drosophila adults, we made RNAi knockdown of the peptides and their specific receptor genes. In addition, we constructed Gal4 drivers with three distinct parts of the Fmrf gene's 5' regulatory sequence (RS8-Gal4, RS11-Gal4, RS17-Gal4), and used them to ablate FMRF-positive neurons inducing apoptosis by expressing the reaper (rpr) gene. We examined the locomotor activity of flies by measuring the mean velocity of movement (MVM) following repeated air-puffs. Locomotor activity was decreased by RNAi knockdown induced in the CNS by the elav-Gal4 driver. According to the MVM curve profiles, RNAi knockdown most effectively decreased the velocity when the DmsR-1 and DmsR-2 genes were silenced together (DmsR-1-RNAi/elav-Gal4; DmsR-2-RNAi/+). Similar effect was observed in Dsk-RNAi/ elav-Gal4; DskR-2-RNAi/+, while moderate effects were found in three other combinations (Fmrf-RNAi/elav-Gal4; FR-RNAi/+, Dms-RNAi/ elav-Gal4;DmsR-2-RNAi/+, CCKLR-17D1-RNAi/elav-Gal4; CCKLR-17D3-RNAi/+), and weak effect in DmsR-2-RNAi/elav-Gal4; DmsR-1-RNAi/+. Male and female flies were not different in this respect. In the cell ablation experiment, the MVM profiles of the female flies were different from the controls when the UAS-rpr transgene was driven by RS8-Gal4 or RS17-Gal4. The RS11-Gal4 and Fmrf-Gal4 drivers were ineffective. In the males only the RS17-Gal4 showed a weak effect. RNAi silencing of the FaRP and FaRP-receptor genes effectively decreased the startle-induced locomotor activity of flies. Ablation of FMRF-positive neurons by the RS8-Gal4 and/or RS17-Gal4 drivers also decreased the flies' activity.


Subject(s)
FMRFamide/metabolism , Motor Activity/physiology , Animals , Drosophila melanogaster , Female , Insect Hormones/metabolism , Male , Microscopy, Confocal , Neuropeptides/metabolism , RNA Interference
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