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1.
Blood Adv ; 7(18): 5325-5340, 2023 09 26.
Article in English | MEDLINE | ID: mdl-37379274

ABSTRACT

Knowledge of human fetal blood development and how it differs from adult blood is highly relevant to our understanding of congenital blood and immune disorders and childhood leukemia, of which the latter can originate in utero. Blood formation occurs in waves that overlap in time and space, adding to heterogeneity, which necessitates single-cell approaches. Here, a combined single-cell immunophenotypic and transcriptional map of first trimester primitive blood development is presented. Using CITE-seq (cellular indexing of transcriptomes and epitopes by sequencing), the molecular profile of established immunophenotype-gated progenitors was analyzed in the fetal liver (FL). Classical markers for hematopoietic stem cells (HSCs), such as CD90 and CD49F, were largely preserved, whereas CD135 (FLT3) and CD123 (IL3R) had a ubiquitous expression pattern capturing heterogenous populations. Direct molecular comparison with an adult bone marrow data set revealed that the HSC state was less frequent in FL, whereas cells with a lymphomyeloid signature were more abundant. An erythromyeloid-primed multipotent progenitor cluster was identified, potentially representing a transient, fetal-specific population. Furthermore, differentially expressed genes between fetal and adult counterparts were specifically analyzed, and a fetal core signature was identified. The core gene set could separate subgroups of acute lymphoblastic leukemia by age, suggesting that a fetal program may be partially retained in specific subgroups of pediatric leukemia. Our detailed single-cell map presented herein emphasizes molecular and immunophenotypic differences between fetal and adult blood cells, which are of significance for future studies of pediatric leukemia and blood development in general.


Subject(s)
Leukemia , Multiomics , Adult , Humans , Child , Hematopoietic Stem Cells/metabolism , Bone Marrow/metabolism , Hematopoiesis/genetics , Leukemia/metabolism
2.
Front Cell Dev Biol ; 9: 660350, 2021.
Article in English | MEDLINE | ID: mdl-34055791

ABSTRACT

Developmental hematopoiesis differs from adult and is far less described. In the developing embryo, waves of lineage-restricted blood precede the ultimate emergence of definitive hematopoietic stem cells (dHSCs) capable of maintaining hematopoiesis throughout life. During the last two decades, the advent of single-cell genomics has provided tools to circumvent previously impeding characteristics of embryonic hematopoiesis, such as cell heterogeneity and rare cell states, allowing for definition of lineage trajectories, cellular hierarchies, and cell-type specification. The field has rapidly advanced from microfluidic platforms and targeted gene expression analysis, to high throughput unbiased single-cell transcriptomic profiling, single-cell chromatin analysis, and cell tracing-offering a plethora of tools to resolve important questions within hematopoietic development. Here, we describe how these technologies have been implemented to address a wide range of aspects of embryonic hematopoiesis ranging from the gene regulatory network of dHSC formation via endothelial to hematopoietic transition (EHT) and how EHT can be recapitulated in vitro, to hematopoietic trajectories and cell fate decisions. Together, these studies have important relevance for regenerative medicine and for our understanding of genetic blood disorders and childhood leukemias.

3.
J Vis Exp ; (140)2018 10 25.
Article in English | MEDLINE | ID: mdl-30417863

ABSTRACT

Immunophenotypic characterization and molecular analysis have long been used to delineate heterogeneity and define distinct cell populations. FACS is inherently a single-cell assay, however prior to molecular analysis, the target cells are often prospectively isolated in bulk, thereby losing single-cell resolution. Single-cell gene expression analysis provides a means to understand molecular differences between individual cells in heterogeneous cell populations. In bulk cell analysis an overrepresentation of a distinct cell type results in biases and occlusions of signals from rare cells with biological importance. By utilizing FACS index sorting coupled to single-cell gene expression analysis, populations can be investigated without the loss of single-cell resolution while cells with intermediate cell surface marker expression are also captured, enabling evaluation of the relevance of continuous surface marker expression. Here, we describe an approach that combines single-cell reverse transcription quantitative PCR (RT-qPCR) and FACS index sorting to simultaneously characterize the molecular and immunophenotypic heterogeneity within cell populations. In contrast to single-cell RNA sequencing methods, the use of qPCR with specific target amplification allows for robust measurements of low-abundance transcripts with fewer dropouts, while it is not confounded by issues related to cell-to-cell variations in read depth. Moreover, by directly index-sorting single-cells into lysis buffer this method, allows for cDNA synthesis and specific target pre-amplification to be performed in one step as well as for correlation of subsequently derived molecular signatures with cell surface marker expression. The described approach has been developed to investigate hematopoietic single-cells, but have also been used successfully on other cell types. In conclusion, the approach described herein allows for sensitive measurement of mRNA expression for a panel of pre-selected genes with the possibility to develop protocols for subsequent prospective isolation of molecularly distinct subpopulations.


Subject(s)
Cell Separation/methods , Immunophenotyping/methods , Stem Cells/immunology , Flow Cytometry , Gene Expression Profiling/methods , Humans , Lab-On-A-Chip Devices , Real-Time Polymerase Chain Reaction , Single-Cell Analysis/methods
4.
J Exp Med ; 215(7): 1947-1963, 2018 07 02.
Article in English | MEDLINE | ID: mdl-29899037

ABSTRACT

To understand the developmental trajectories in early lymphocyte differentiation, we identified differentially expressed surface markers on lineage-negative lymphoid progenitors (LPs). Single-cell polymerase chain reaction experiments allowed us to link surface marker expression to that of lineage-associated transcription factors (TFs) and identify GFRA2 and BST1 as markers of early B cells. Functional analyses in vitro and in vivo as well as single-cell gene expression analyses supported that surface expression of these proteins defined distinct subpopulations that include cells from both the classical common LPs (CLPs) and Fraction A compartments. The formation of the GFRA2-expressing stages of development depended on the TF EBF1, critical both for the activation of stage-specific target genes and modulation of the epigenetic landscape. Our data show that consecutive expression of Ly6D, GFRA2, and BST1 defines a developmental trajectory linking the CLP to the CD19+ progenitor compartment.


Subject(s)
B-Lymphocytes/cytology , B-Lymphocytes/immunology , Cell Compartmentation , Lymphopoiesis , Stem Cells/cytology , ADP-ribosyl Cyclase/metabolism , Animals , Antigens, CD/metabolism , Antigens, Ly/metabolism , Bone Marrow/metabolism , Cell Lineage , Cell Membrane/metabolism , GPI-Linked Proteins/metabolism , Glial Cell Line-Derived Neurotrophic Factor Receptors/metabolism , Mice , Models, Biological
5.
Cell ; 173(5): 1204-1216.e26, 2018 05 17.
Article in English | MEDLINE | ID: mdl-29628141

ABSTRACT

Pseudouridylation (Ψ) is the most abundant and widespread type of RNA epigenetic modification in living organisms; however, the biological role of Ψ remains poorly understood. Here, we show that a Ψ-driven posttranscriptional program steers translation control to impact stem cell commitment during early embryogenesis. Mechanistically, the Ψ "writer" PUS7 modifies and activates a novel network of tRNA-derived small fragments (tRFs) targeting the translation initiation complex. PUS7 inactivation in embryonic stem cells impairs tRF-mediated translation regulation, leading to increased protein biosynthesis and defective germ layer specification. Remarkably, dysregulation of this posttranscriptional regulatory circuitry impairs hematopoietic stem cell commitment and is common to aggressive subtypes of human myelodysplastic syndromes. Our findings unveil a critical function of Ψ in directing translation control in stem cells with important implications for development and disease.


Subject(s)
Intramolecular Transferases/metabolism , Protein Biosynthesis , Pseudouridine/metabolism , RNA, Transfer/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Animals , Cell Cycle Proteins , Cell Differentiation , Eukaryotic Initiation Factors/metabolism , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/metabolism , Human Embryonic Stem Cells/cytology , Human Embryonic Stem Cells/metabolism , Humans , Intramolecular Transferases/antagonists & inhibitors , Intramolecular Transferases/genetics , Mice , Mice, Inbred NOD , Mice, SCID , Myelodysplastic Syndromes/pathology , Nucleic Acid Conformation , Phosphoproteins/metabolism , Poly(A)-Binding Protein I/antagonists & inhibitors , Poly(A)-Binding Protein I/genetics , Poly(A)-Binding Protein I/metabolism , RNA Interference , RNA, Small Interfering/metabolism , Stem Cell Niche
6.
Blood ; 129(17): 2384-2394, 2017 04 27.
Article in English | MEDLINE | ID: mdl-28122740

ABSTRACT

Understanding leukemia heterogeneity is critical for the development of curative treatments as the failure to eliminate therapy-persistent leukemic stem cells (LSCs) may result in disease relapse. Here we have combined high-throughput immunophenotypic screens with large-scale single-cell gene expression analysis to define the heterogeneity within the LSC population in chronic phase chronic myeloid leukemia (CML) patients at diagnosis and following conventional tyrosine kinase inhibitor (TKI) treatment. Our results reveal substantial heterogeneity within the putative LSC population in CML at diagnosis and demonstrate differences in response to subsequent TKI treatment between distinct subpopulations. Importantly, LSC subpopulations with myeloid and proliferative molecular signatures are proportionally reduced at a higher extent in response to TKI therapy compared with subfractions displaying primitive and quiescent signatures. Additionally, cell surface expression of the CML stem cell markers CD25, CD26, and IL1RAP is high in all subpopulations at diagnosis but downregulated and unevenly distributed across subpopulations in response to TKI treatment. The most TKI-insensitive cells of the LSC compartment can be captured within the CD45RA- fraction and further defined as positive for CD26 in combination with an aberrant lack of cKIT expression. Together, our results expose a considerable heterogeneity of the CML stem cell population and propose a Lin-CD34+CD38-/lowCD45RA-cKIT-CD26+ population as a potential therapeutic target for improved therapy response.


Subject(s)
Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Neoplastic Stem Cells/drug effects , Protein Kinase Inhibitors/therapeutic use , Single-Cell Analysis/methods , ADP-ribosyl Cyclase 1/deficiency , ADP-ribosyl Cyclase 1/genetics , ADP-ribosyl Cyclase 1/immunology , Antigens, CD34/genetics , Antigens, CD34/immunology , Biomarkers, Tumor/immunology , Case-Control Studies , Cell Lineage/immunology , Dipeptidyl Peptidase 4/genetics , Dipeptidyl Peptidase 4/immunology , Gene Expression , Genetic Heterogeneity , Humans , Immunophenotyping , Interleukin-1 Receptor Accessory Protein/genetics , Interleukin-1 Receptor Accessory Protein/immunology , Interleukin-2 Receptor alpha Subunit/genetics , Interleukin-2 Receptor alpha Subunit/immunology , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/diagnosis , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/immunology , Leukocyte Common Antigens/deficiency , Leukocyte Common Antigens/genetics , Leukocyte Common Antigens/immunology , Neoplastic Stem Cells/immunology , Neoplastic Stem Cells/pathology , Proto-Oncogene Proteins c-kit/deficiency , Proto-Oncogene Proteins c-kit/genetics , Proto-Oncogene Proteins c-kit/immunology , Treatment Outcome
7.
Cell Rep ; 15(11): 2550-62, 2016 06 14.
Article in English | MEDLINE | ID: mdl-27264182

ABSTRACT

Erythroid cell commitment and differentiation proceed through activation of a lineage-restricted transcriptional network orchestrated by a group of well characterized genes. However, the minimal set of factors necessary for instructing red blood cell (RBC) development remains undefined. We employed a screen for transcription factors allowing direct lineage reprograming from fibroblasts to induced erythroid progenitors/precursors (iEPs). We show that Gata1, Tal1, Lmo2, and c-Myc (GTLM) can rapidly convert murine and human fibroblasts directly to iEPs. The transcriptional signature of murine iEPs resembled mainly that of primitive erythroid progenitors in the yolk sac, whereas addition of Klf1 or Myb to the GTLM cocktail resulted in iEPs with a more adult-type globin expression pattern. Our results demonstrate that direct lineage conversion is a suitable platform for defining and studying the core factors inducing the different waves of erythroid development.


Subject(s)
Cell Lineage , Erythropoiesis , Transcription Factors/metabolism , Aging , Animals , Cell Differentiation/genetics , Cell Lineage/genetics , Cellular Reprogramming/genetics , Colony-Forming Units Assay , Erythroblasts/cytology , Erythroblasts/metabolism , Erythropoiesis/genetics , Fibroblasts/cytology , Fibroblasts/metabolism , Gene Expression Profiling , Gene Expression Regulation , Globins/genetics , Globins/metabolism , Humans , Mice, Inbred C57BL
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