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1.
Blood ; 138(6): 439-451, 2021 08 12.
Article in English | MEDLINE | ID: mdl-33876187

ABSTRACT

We surveyed 16 published and unpublished data sets to determine whether a consistent pattern of transcriptional deregulation in aging murine hematopoietic stem cells (HSC) exists. Despite substantial heterogeneity between individual studies, we uncovered a core and robust HSC aging signature. We detected increased transcriptional activation in aged HSCs, further confirmed by chromatin accessibility analysis. Unexpectedly, using 2 independent computational approaches, we established that deregulated aging genes consist largely of membrane-associated transcripts, including many cell surface molecules previously not associated with HSC biology. We show that Selp (P-selectin), the most consistent deregulated gene, is not merely a marker for aged HSCs but is associated with HSC functional decline. Additionally, single-cell transcriptomics analysis revealed increased heterogeneity of the aged HSC pool. We identify the presence of transcriptionally "young-like" HSCs in aged bone marrow. We share our results as an online resource and demonstrate its utility by confirming that exposure to sympathomimetics or deletion of Dnmt3a/b molecularly resembles HSC rejuvenation or aging, respectively.


Subject(s)
Cellular Senescence , Gene Expression Profiling , Hematopoietic Stem Cells/metabolism , Transcriptome , Animals , Hematopoietic Stem Cells/cytology , Mice , Mice, Transgenic
2.
Nat Commun ; 12(1): 608, 2021 01 27.
Article in English | MEDLINE | ID: mdl-33504783

ABSTRACT

Haematopoietic stem cells (HSCs) are characterized by their self-renewal potential associated to dormancy. Here we identify the cell surface receptor neogenin-1 as specifically expressed in dormant HSCs. Loss of neogenin-1 initially leads to increased HSC expansion but subsequently to loss of self-renewal and premature exhaustion in vivo. Its ligand netrin-1 induces Egr1 expression and maintains quiescence and function of cultured HSCs in a Neo1 dependent manner. Produced by arteriolar endothelial and periarteriolar stromal cells, conditional netrin-1 deletion in the bone marrow niche reduces HSC numbers, quiescence and self-renewal, while overexpression increases quiescence in vivo. Ageing associated bone marrow remodelling leads to the decline of netrin-1 expression in niches and a compensatory but reversible upregulation of neogenin-1 on HSCs. Our study suggests that niche produced netrin-1 preserves HSC quiescence and self-renewal via neogenin-1 function. Decline of netrin-1 production during ageing leads to the gradual decrease of Neo1 mediated HSC self-renewal.


Subject(s)
Hematopoietic Stem Cells/metabolism , Membrane Proteins/metabolism , Netrin-1/metabolism , Stem Cell Niche , Animals , Arterioles/metabolism , Cell Differentiation , Cell Proliferation , Cellular Senescence , Gene Deletion , Hematopoietic Stem Cell Transplantation , Mice, Mutant Strains , Mice, Transgenic , Signal Transduction
3.
Exp Hematol ; 91: 46-54, 2020 11.
Article in English | MEDLINE | ID: mdl-32946982

ABSTRACT

Clonal heterogeneity fuels leukemia evolution, therapeutic resistance, and relapse. Upfront detection of therapy-resistant leukemia clones at diagnosis may allow adaptation of treatment and prevention of relapse, but this is hampered by a paucity of methods to identify and trace single leukemia-propagating cells and their clonal offspring. Here, we tested methods of cellular barcoding analysis, to trace the in vivo competitive dynamics of hundreds of patient-derived leukemia clones upon chemotherapy-mediated selective pressure. We transplanted Nod/Scid/Il2Rγ-/- (NSG) mice with barcoded patient-derived or SupB15 acute lymphoblastic leukemia (ALL) cells and assessed clonal responses to dexamethasone, methotrexate, and vincristine, longitudinally and across nine anatomic locations. We illustrate that chemotherapy reduces clonal diversity in a drug-dependent manner. At end-stage disease, methotrexate-treated patient-derived xenografts had significantly fewer clones compared with placebo-treated mice (100 ± 10 vs. 160 ± 15 clones, p = 0.0005), while clonal complexity in vincristine- and dexamethasone-treated xenografts was unaffected (115 ± 33 and 150 ± 7 clones, p = NS). Using tools developed to assess differential gene expression, we determined whether these clonal patterns resulted from random clonal drift or selection. We identified 5 clones that were reproducibly enriched in methotrexate-treated patient-derived xenografts, suggestive of pre-existent resistance. Finally, we found that chemotherapy-mediated selection resulted in a more asymmetric distribution of leukemia clones across anatomic sites. We found that cellular barcoding is a powerful method to trace the clonal dynamics of human patient-derived leukemia cells in response to chemotherapy. In the future, integration of cellular barcoding with single-cell sequencing technology may allow in-depth characterization of therapy-resistant leukemia clones and identify novel targets to prevent relapse.


Subject(s)
Clone Cells/drug effects , DNA Barcoding, Taxonomic , Drug Resistance, Neoplasm , Leukemia, B-Cell/pathology , Neoplastic Stem Cells/drug effects , Adolescent , Animals , DNA, Neoplasm/genetics , Dexamethasone/pharmacology , Heterografts , Humans , Interleukin Receptor Common gamma Subunit/deficiency , Methotrexate/pharmacology , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasm Transplantation , Selection, Genetic , Single-Cell Analysis , Vincristine/pharmacology
4.
Leukemia ; 34(7): 1974, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32005923

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

5.
Biol Blood Marrow Transplant ; 26(1): 16-25, 2020 01.
Article in English | MEDLINE | ID: mdl-31494231

ABSTRACT

Umbilical cord blood (UCB) provides an alternative source of hematopoietic stem cells (HSCs) for allogeneic transplantation. Administration of sufficient donor HSCs is critical to restore recipient hematopoiesis and to maintain long-term polyclonal blood formation. However, due to lack of unique markers, the frequency of HSCs among UCB CD34+ cells is the subject of ongoing debate, urging for reproducible strategies for their counting. Here, we used cellular barcoding to determine the frequency and clonal dynamics of human UCB HSCs and to determine how data analysis methods affect these parameters. We transplanted lentivirally barcoded CD34+ cells from 20 UCB donors into Nod/Scid/IL2Ry-/- (NSG) mice (n = 30). Twelve recipients (of 8 UCB donors) engrafted with >1% GFP+ cells, allowing for clonal analysis by multiplexed barcode deep sequencing. Using multiple definitions of clonal diversity and strategies for data filtering, we demonstrate that differences in data analysis can change clonal counts by several orders of magnitude and propose methods to improve their consistency. Using these methods, we show that the frequency of NSG-repopulating cells was low (median ∼1 HSC/104 CD34+ UCB cells) and could vary up to 10-fold between donors. Clonal patterns in blood became increasingly consistent over time, likely reflecting initial output of transient progenitors, followed by long-term HSCs with stable hierarchies. The majority of long-term clones displayed multilineage output, yet clones with lymphoid- or myeloid-biased output were also observed. Altogether, this study uncovers substantial interdonor and analysis-induced variability in the frequency of UCB CD34+ clones that contribute to post-transplant hematopoiesis. As clone tracing is increasingly relevant, we urge for universal and transparent methods to count HSC clones during normal aging and upon transplantation.


Subject(s)
Cord Blood Stem Cell Transplantation , Hematopoiesis , Hematopoietic Stem Cells/metabolism , Animals , Heterografts , Humans , Mice , Mice, Inbred NOD , Mice, Knockout , Mice, SCID
7.
Sci Rep ; 9(1): 4785, 2019 03 18.
Article in English | MEDLINE | ID: mdl-30886165

ABSTRACT

Expansion of hematopoietic stem cells (HSCs) is a 'holy grail' of regenerative medicine, as successful stem cell transplantations depend on the number and quality of infused HSCs. Although many attempts have been pursued to either chemically or genetically increase HSC numbers, neither clonal analysis of these expanded cells nor their ability to support mature blood lineages has been demonstrated. Here we show that miR-125a, at the single cell level, can expand murine long-term repopulating HSCs. In addition, miR-125a increases clone longevity, clone size and clonal contribution to hematopoiesis. Unexpectedly, we found that miR-125a expanded HSCs clones were highly homogenously distributed across multiple anatomical sites. Interestingly, these miR-125a overexpressing cells had enhanced mobility and were more frequently detected in the spleen. Our study reveals a novel, cell-intrinsically controlled mechanism by which HSC migration is regulated.


Subject(s)
Cell Movement , Cell Self Renewal , Hematopoietic Stem Cells/metabolism , MicroRNAs/metabolism , Animals , Cells, Cultured , Hematopoiesis , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/physiology , Mice , Mice, Inbred C57BL , MicroRNAs/genetics , Spleen/cytology
8.
Cell Rep ; 26(7): 1906-1918.e8, 2019 02 12.
Article in English | MEDLINE | ID: mdl-30759399

ABSTRACT

In this study, we demonstrate that, among all five CBX Polycomb proteins, only CBX7 possesses the ability to control self-renewal of human hematopoietic stem and progenitor cells (HSPCs). Xenotransplantation of CBX7-overexpressing HSPCs resulted in increased multi-lineage long-term engraftment and myelopoiesis. Gene expression and chromatin analyses revealed perturbations in genes involved in differentiation, DNA and chromatin maintenance, and cell cycle control. CBX7 is upregulated in acute myeloid leukemia (AML), and its genetic or pharmacological repression in AML cells inhibited proliferation and induced differentiation. Mass spectrometry analysis revealed several non-histone protein interactions between CBX7 and the H3K9 methyltransferases SETDB1, EHMT1, and EHMT2. These CBX7-binding proteins possess a trimethylated lysine peptide motif highly similar to the canonical CBX7 target H3K27me3. Depletion of SETDB1 in AML cells phenocopied repression of CBX7. We identify CBX7 as an important regulator of self-renewal and uncover non-canonical crosstalk between distinct pathways, revealing therapeutic opportunities for leukemia.


Subject(s)
Hematopoietic Stem Cells/metabolism , Polycomb Repressive Complex 1/metabolism , Stem Cells/metabolism , Animals , Female , Fetal Blood/cytology , Fetal Blood/metabolism , HEK293 Cells , HL-60 Cells , Hematopoietic Stem Cells/cytology , Heterografts , Histone-Lysine N-Methyltransferase/metabolism , Humans , K562 Cells , Leukemia, Myeloid, Acute/metabolism , Leukemia, Myeloid, Acute/pathology , Mice , Mice, Inbred NOD , Mice, SCID , Polycomb Repressive Complex 1/biosynthesis , Polycomb Repressive Complex 1/genetics , Stem Cells/cytology , Transcription, Genetic
9.
Blood ; 129(24): 3210-3220, 2017 06 15.
Article in English | MEDLINE | ID: mdl-28396495

ABSTRACT

Genetic and phenotypic heterogeneity of human leukemia is thought to drive leukemia progression through a Darwinian process of selection and evolution of increasingly malignant clones. However, the lack of markers that uniquely identify individual leukemia clones precludes high-resolution tracing of their clonal dynamics. Here, we use cellular barcoding to analyze the clonal behavior of patient-derived leukemia-propagating cells (LPCs) in murine xenografts. Using a leukemic cell line and diagnostic bone marrow cells from 6 patients with B-progenitor cell acute lymphoblastic leukemia, we demonstrate that patient-derived xenografts were highly polyclonal, consisting of tens to hundreds of LPC clones. The number of clones was stable within xenografts but strongly reduced upon serial transplantation. In contrast to primary recipients, in which clonal composition was highly diverse, clonal composition in serial xenografts was highly similar between recipients of the same donor and reflected donor clonality, supporting a deterministic, clone-size-based model for clonal selection. Quantitative analysis of clonal abundance in several anatomic sites identified 2 types of anatomic asymmetry. First, clones were asymmetrically distributed between different bones. Second, clonal composition in the skeleton significantly differed from extramedullary sites, showing similar numbers but different clone sizes. Altogether, this study shows that cellular barcoding and xenotransplantation providea useful model to study the behavior of patient-derived LPC clones, which provides insights relevant for experimental studies on cancer stem cells and for clinical protocols for the diagnosis and treatment of leukemia.


Subject(s)
Models, Immunological , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/immunology , Adolescent , Animals , Child , Child, Preschool , Female , Heterografts , Humans , Male , Mice , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Neoplasm Transplantation , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/pathology
10.
Stem Cells ; 34(3): 640-52, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26887347

ABSTRACT

Adult stem cells are often touted as therapeutic agents in the regenerative medicine field, however data detailing both the engraftment and functional capabilities of solid tissue derived human adult epithelial stem cells is scarce. Here we show the isolation of adult human salivary gland (SG) stem/progenitor cells and demonstrate at the single cell level in vitro self-renewal and differentiation into multilineage organoids. We also show in vivo functionality, long-term engraftment, and functional restoration in a xenotransplantation model. Indeed, transplanted human salisphere-derived cells restored saliva production and greatly improved the regenerative potential of irradiated SGs. Further selection for c-Kit expression enriched for cells with enhanced regenerative potencies. Interestingly, interaction of transplanted cells with the recipient SG may also be involved in functional recovery. Thus, we show for the first time that salispheres cultured from human SGs contain stem/progenitor cells capable of self-renewal and differentiation and rescue of saliva production. Our study underpins the therapeutic promise of salisphere cell therapy for the treatment of xerostomia.


Subject(s)
Proto-Oncogene Proteins c-kit/biosynthesis , Salivary Glands/cytology , Stem Cell Transplantation , Xerostomia/therapy , Animals , Cell Differentiation/genetics , Cell Differentiation/radiation effects , Gene Expression Regulation, Developmental/radiation effects , Humans , Mice , Proto-Oncogene Proteins c-kit/genetics , Radiation , Salivary Glands/metabolism , Salivary Glands/transplantation , Single-Cell Analysis , Stem Cells/cytology , Stem Cells/metabolism , Stem Cells/radiation effects , Xerostomia/pathology
11.
Stem Cell Reports ; 4(1): 74-89, 2015 Jan 13.
Article in English | MEDLINE | ID: mdl-25434821

ABSTRACT

Accurate monitoring of tumor dynamics and leukemic stem cell (LSC) heterogeneity is important for the development of personalized cancer therapies. In this study, we experimentally induced distinct types of leukemia in mice by enforced expression of Cbx7. Simultaneous cellular barcoding allowed for thorough analysis of leukemias at the clonal level and revealed high and unpredictable tumor complexity. Multiple LSC clones with distinct leukemic properties coexisted. Some of these clones remained dormant but bore leukemic potential, as they progressed to full-blown leukemia after challenge. LSC clones could retain multilineage differentiation capacities, where one clone induced phenotypically distinct leukemias. Beyond a detailed insight into CBX7-driven leukemic biology, our model is of general relevance for the understanding of tumor dynamics and clonal evolution.


Subject(s)
Clonal Evolution/genetics , Leukemia/genetics , Neoplastic Stem Cells/metabolism , Polycomb Repressive Complex 1/genetics , Animals , Bone Marrow Cells/metabolism , Bone Marrow Cells/pathology , Cell Transformation, Neoplastic/genetics , Cluster Analysis , Disease Models, Animal , Disease Progression , Gene Expression , Gene Expression Profiling , Immunophenotyping , Leukemia/pathology , Mice , Neoplastic Stem Cells/pathology , Phenotype
12.
Stem Cell Reports ; 3(6): 957-64, 2014 Dec 09.
Article in English | MEDLINE | ID: mdl-25448065

ABSTRACT

Hyposalivation often leads to irreversible and untreatable xerostomia. Salivary gland (SG) stem cell therapy is an attractive putative option to salvage these patients but is impeded by the limited availability of adult human tissue. Here, using murine SG cells, we demonstrate single-cell self-renewal, differentiation, enrichment of SG stem cells, and robust in vitro expansion. Dependent on stem cell marker expression, SG sphere-derived single cells could be differentiated in vitro into distinct lobular or ductal/lobular organoids, suggestive of progenitor or stem cell potency. Expanded cells were able to form miniglands/organoids containing multiple SG cell lineages. Expansion of these multipotent cells through serial passaging resulted in selection of a cell population, homogenous for stem cell marker expression (CD24(hi)/CD29(hi)). Cells highly expressing CD24 and CD29 could be prospectively isolated and were able to efficiently restore radiation-damaged SG function. Our approach will facilitate the use of adult SG stem cells for a variety of scientific and therapeutic purposes.


Subject(s)
Salivary Glands/cytology , Stem Cells/cytology , Stem Cells/physiology , Animals , Cell Culture Techniques , Cell Differentiation , Cell Lineage , Cell Separation , Gene Expression Profiling , Gene Expression Regulation , Immunophenotyping , Mice , Stem Cells/metabolism , Transcriptome
13.
J Exp Med ; 211(3): 487-97, 2014 Mar 10.
Article in English | MEDLINE | ID: mdl-24567446

ABSTRACT

Hematopoietic stem cells (HSCs) are able to migrate through the blood stream and engraft bone marrow (BM) niches. These features are key factors for successful stem cell transplantations that are used in cancer patients and in gene therapy protocols. It is unknown to what extent transplanted HSCs distribute throughout different anatomical niches in the BM and whether this changes with age. Here we determine the degree of hematopoietic migration at a clonal level by transplanting individual young and aged mouse HSCs labeled with barcoded viral vector, followed by assessing the skeletal distribution of hundreds of HSC clones. We detected highly skewed representation of individual clones in different bones at least 11 mo after transplantation. Importantly, a single challenge with the clinically relevant mobilizing agent granulocyte colony-stimulating factor (G-CSF) caused rapid redistribution of HSCs across the skeletal compartments. Old and young HSC clones showed a similar level of migratory behavior. Clonal make-up of blood of secondary recipients recapitulates the barcode composition of HSCs in the bone of origin. These data demonstrate a previously unanticipated high skeletal disequilibrium of the clonal composition of HSC pool long-term after transplantation. Our findings have important implications for experimental and clinical and stem cell transplantation protocols.


Subject(s)
Bone Marrow/metabolism , Cell Movement/physiology , Cytokines/metabolism , Hematopoietic Stem Cells/metabolism , Animals , Cell Movement/drug effects , Colony-Forming Units Assay , DNA Barcoding, Taxonomic , Genetic Vectors , Granulocyte Colony-Stimulating Factor/pharmacology , Hematopoietic Stem Cell Transplantation , Hematopoietic Stem Cells/physiology , Linear Models , Mice , Mice, Inbred C57BL , Statistics, Nonparametric
14.
Blood ; 122(4): 523-32, 2013 Jul 25.
Article in English | MEDLINE | ID: mdl-23719303

ABSTRACT

The number of hematopoietic stem cells (HSCs) that contributes to blood formation and the dynamics of their clonal contribution is a matter of ongoing discussion. Here, we use cellular barcoding combined with multiplex high-throughput sequencing to provide a quantitative and sensitive analysis of clonal behavior of hundreds of young and old HSCs. The majority of transplanted clones steadily contributes to hematopoiesis in the long-term, although clonal output in granulocytes, T cells, and B cells is substantially different. Contributions of individual clones to blood are dynamically changing; most of the clones either expand or decline with time. Finally, we demonstrate that the pool of old HSCs is composed of multiple small clones, whereas the young HSC pool is dominated by fewer, but larger, clones.


Subject(s)
Aging/blood , Blood Donors , Cell Tracking/methods , Cellular Senescence/physiology , Clonal Evolution/physiology , Hematopoietic Stem Cells/cytology , Age Factors , Animals , Cell Separation/methods , Cells, Cultured , Clone Cells/cytology , Clone Cells/physiology , DNA Barcoding, Taxonomic/methods , DNA Barcoding, Taxonomic/statistics & numerical data , Hematopoietic Stem Cells/physiology , High-Throughput Nucleotide Sequencing , Mice , Mice, Inbred C57BL , Models, Biological , Molecular Typing/methods
15.
Nat Cell Biol ; 15(4): 353-62, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23502315

ABSTRACT

The balance between self-renewal and differentiation of adult stem cells is essential for tissue homeostasis. Here we show that in the haematopoietic system this process is governed by polycomb chromobox (Cbx) proteins. Cbx7 is specifically expressed in haematopoietic stem cells (HSCs), and its overexpression enhances self-renewal and induces leukaemia. This effect is dependent on integration into polycomb repressive complex-1 (PRC1) and requires H3K27me3 binding. In contrast, overexpression of Cbx2, Cbx4 or Cbx8 results in differentiation and exhaustion of HSCs. ChIP-sequencing analysis shows that Cbx7 and Cbx8 share most of their targets; we identified approximately 200 differential targets. Whereas genes targeted by Cbx8 are highly expressed in HSCs and become repressed in progenitors, Cbx7 targets show the opposite expression pattern. Thus, Cbx7 preserves HSC self-renewal by repressing progenitor-specific genes. Taken together, the presence of distinct Cbx proteins confers target selectivity to PRC1 and provides a molecular balance between self-renewal and differentiation of HSCs.


Subject(s)
Cell Differentiation , Cell Proliferation , Hematopoietic Stem Cells/cytology , Leukemia, Experimental/pathology , Polycomb Repressive Complex 1/metabolism , Polycomb-Group Proteins/metabolism , Animals , Apoptosis , Blotting, Western , Chromatin Immunoprecipitation , Flow Cytometry , Hematopoietic Stem Cells/metabolism , Leukemia, Experimental/etiology , Leukemia, Experimental/mortality , Ligases , Mice , Mice, Inbred C57BL , Mice, Inbred DBA , Mitochondrial Membrane Transport Proteins , Polycomb Repressive Complex 1/antagonists & inhibitors , Polycomb Repressive Complex 1/genetics , Polycomb-Group Proteins/genetics , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Survival Rate , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism
16.
Nat Methods ; 9(6): 567-74, 2012 May 30.
Article in English | MEDLINE | ID: mdl-22669654

ABSTRACT

The number of stem cells contributing to hematopoiesis has been a matter of debate. Many studies use retroviral tagging of stem cells to measure clonal contribution. Here we argue that methodological factors can impact such clonal analyses. Whereas early studies had low resolution, leading to underestimation, recent methods may result in an overestimation of stem-cell counts. We discuss how restriction enzyme choice, PCR bias, high-throughput sequencing depth and tagging method could affect the conclusions of clonal studies.


Subject(s)
Cell Count/methods , Hematopoietic Stem Cells/cytology , Animals , Clone Cells/cytology , DNA Restriction Enzymes/metabolism , Genetic Vectors , Hematopoiesis , Humans , Mice , Nucleic Acid Amplification Techniques , Polymerase Chain Reaction , Retroviridae/genetics , Virus Integration
17.
Blood ; 119(2): 377-87, 2012 Jan 12.
Article in English | MEDLINE | ID: mdl-22123844

ABSTRACT

Hematopoietic stem/progenitor cell (HSPC) traits differ between genetically distinct mouse strains. For example, DBA/2 mice have a higher HSPC frequency compared with C57BL/6 mice. We performed a genetic screen for micro-RNAs that are differentially expressed between LSK, LS(-)K(+), erythroid and myeloid cells isolated from C57BL/6 and DBA/2 mice. This analysis identified 131 micro-RNAs that were differentially expressed between cell types and 15 that were differentially expressed between mouse strains. Of special interest was an evolutionary conserved miR cluster located on chromosome 17 consisting of miR-99b, let-7e, and miR-125a. All cluster members were most highly expressed in LSKs and down-regulated upon differentiation. In addition, these microRNAs were higher expressed in DBA/2 cells compared with C57BL/6 cells, and thus correlated with HSPC frequency. To functionally characterize these microRNAs, we overexpressed the entire miR-cluster 99b/let-7e/125a and miR-125a alone in BM cells from C57BL/6 mice. Overexpression of the miR-cluster or miR-125a dramatically increased day-35 CAFC activity and caused severe hematopoietic phenotypes upon transplantation. We showed that a single member of the miR-cluster, namely miR-125a, is responsible for the majority of the observed miR-cluster overexpression effects. Finally, we performed genome-wide gene expression arrays and identified candidate target genes through which miR-125a may modulate HSPC fate.


Subject(s)
Erythroid Cells/metabolism , Gene Expression Profiling , Hematopoietic Stem Cells/physiology , MicroRNAs/genetics , Myeloid Cells/metabolism , Animals , Biomarkers/metabolism , Cells, Cultured , Erythroid Cells/cytology , Female , Male , Mice , Mice, Inbred C57BL , Mice, Inbred CBA , Myeloid Cells/cytology , Oligonucleotide Array Sequence Analysis , Real-Time Polymerase Chain Reaction
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