Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Gene expression profiles of murine Runx1;Runx3 double deficient cKit+Sca1+Lin- hematopoietic stem/progenitor cells

ABSTRACT: The RUNX genes encode for transcription factors involved in development and human disease. RUNX1 and RUNX3 are frequently associated with leukemias, yet the basis for their involvement in leukemogenesis is not fully understood. Here we show that Runx1;Runx3 double knockout (DKO) mice exhibited lethal phenotypes due to bone marrow failure and myeloproliferative disorder. These contradictory clinical manifestations are reminiscent of human inherited bone marrow failure syndromes like Fanconi anemia (FA), caused by defective DNA repair. Indeed, Runx1;Runx3 DKO cells showed mitomycin C hypersensitivity, due to impairment of monoubiquitinated-FANCD2 recruitment to DNA damage foci, although FANCD2 monoubiquitination in the FA pathway was unaffected. RUNX1 and RUNX3 interact with FANCD2 independent of CBFM-NM-2, suggesting non-transcriptional role for RUNX in DNA repair. These findings suggest that RUNX dysfunction causes DNA repair defect, besides transcriptional misregulation, and promotes development of leukemias and other cancers. 6 mice were analyzed in this study. 3 Runx1;Runx3 double knockout cKit+Sca1+Lin- hematopoietic stem/progenitor cells were compared with their wild type littermate controls. RNA was isolated from 3 independent Runx1;Runx3 WT KSL samples, each pooled from 3 Runx1;Runx3 WT mice, and 3 independent Runx1;Runx3 DKO KSL samples, using the RNeasy Micro Kit (QIAgen). RNA integrity and quantity was assessed using the Agilent 2000 Bioanalyzer system. 3 M-NM-

ORGANISM(S): Mus musculus

SUBMITTER: Motomi Osato

PROVIDER: E-GEOD-51107 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Publications

Disruption of Runx1 and Runx3 leads to bone marrow failure and leukemia predisposition due to transcriptional and DNA repair defects.

Wang Chelsia Qiuxia CQ Krishnan Vaidehi V Tay Lavina Sierra LS Chin Desmond Wai Loon DW Koh Cai Ping CP Chooi Jing Yuan JY Nah Giselle Sek Suan GS Du Linsen L Jacob Bindya B Yamashita Namiko N Lai Soak Kuan SK Tan Tuan Zea TZ Mori Seiichi S Tanuichi Ichiro I Tergaonkar Vinay V Ito Yoshiaki Y Osato Motomi M

Cell reports 20140724 3

The RUNX genes encode transcription factors involved in development and human disease. RUNX1 and RUNX3 are frequently associated with leukemias, yet the basis for their involvement in leukemogenesis is not fully understood. Here, we show that Runx1;Runx3 double-knockout (DKO) mice exhibited lethal phenotypes due to bone marrow failure and myeloproliferative disorder. These contradictory clinical manifestations are reminiscent of human inherited bone marrow failure syndromes such as Fanconi anemi ...[more]

PMID: 25066130

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Project description:Disrupting mutations of the RUNX1 gene are found in 10% of patients with myelodysplasia (MDS) and 30% of patients with acute myeloid leukemia (AML). Previous studies have revealed an increase in hematopoietic stem cells (HSCs) and multipotent progenitor (MPP) cells in conditional Runx1-knockout (KO) mice, but the molecular mechanism is unresolved. We investigated the myeloid progenitor (MP) compartment in KO mice, arguing that disruptions at the HSC/MPP level may be amplified in downstream cells. We demonstrate that the MP compartment is increased more than fivefold in Runx1 KO mice, with a prominent skewing toward megakaryocyte (Meg) progenitors. Runx1- deficient granulocyte-macrophage progenitors are characterized by increased cloning capacity, impaired development into mature cells, and HSC and Meg transcription signatures. An HSC/MPP subpopulation expressing Meg markers was also increased in Runx1-deficient mice. Rescue experiments coupled with transcriptome analysis and Runx1 DNA-binding assays demonstrated that commitment is marked by Runx1 suppression of genes encoding adherence and motility proteins (Tek, Jam3, Plxnc1, Pcdh7, and Selp) that support HSCâMeg interactions with the BM niche. In vitro assays confirmed that enforced Tek expression in HSCs/MPPs increases Meg output. Interestingly, besides this key repressor function of Runx1 to control lineage decisions and cell numbers in progenitors, our study also revealed a critical activating function in erythroblast differentiation, in addition to its known importance in Meg and granulocyte/monocyte (G/M) maturation. Thus both repressor and activator functions of Runx1 at multiple hematopoietic stages and lineages likely contribute to the tumor suppressor activity in MDS and AML. GMP were isolated either from Runx1+/+-Tg(vav-Cre) and Runx1fl/fl-Tg(vav-Cre) mice or from mice transplanted with Runx1fl/fl-Tg(vav-Cre) progenitors engineered to express GFP with RUNX1-ERt2 or ERt2. RUNX1-ERt2 activity was induced by i.p. injection of tamoxifen on 3 consecutive days prior to GMP isolation.

Project description:Runx transcription factors play pivotal roles in the development of hematopoietic cells, including T cells. However, the Runx-target genes in early stages of thymic T cell development have been only partially elucidated. Moreover, the relationships of different Runx paralogs, whether they compete or collaborate with each other, are unknown. We have performed CRISPR-Cas9 mediated acute deletion of Runx1 and Runx3, alone and in combination, to define the functions of Runx factors and their target genes. We focused on two distinct stages of early T cell development; before lineage commitment (Phase1) and after commitment (Phase2). Our data suggest that Runx1 and Runx3 are functionally redundant in Phase1, hence the absence of one factor was compensated by the other factor. In Phase2, Runx1 becomes a major contributor, while low levels of Runx3 still strengthened the Runx1-mediated target gene regulation and showed an additive effect. Of importance, we found that Runx1 and Runx3 upregulate T cell programs and inhibit alternative lineage genes. In order to capture the developmental status of Runx-perturbed cells, we performed supervised principal component analysis (PCA) using a fixed frame of PC loadings from single cell RNA-seq analysis of normal in vivo-derived thymocytes. Unlike the reference in vitro and in vivo pro-T cell population or sgControl introduced cells, Runx knockout cells either failed to progress fully (Phase1) or deflected from the normal developmental trajectory (Phase2), suggesting essential roles of Runx factors in early stages of T development. In addition, we analyzed the correlation between stage-specific genomic occupancy of Runx1 and Runx3 (using previously published data for Runx1, GSE103953) and Runx-mediated gene regulation responses at each stage. Interestingly, genes with dynamic, stage-sensitive expression showed a very significant association with phase-specific genomic interactions of Runx factors, and an especially strong correlation with Runx activated target genes. In summary, our data suggest a pivotal role for Runx transcription factors in thymic T cell development by imposing T lineage specification in Phase1 and instructing the lineage-committed progenitor cells to progress through a normal T developmental trajectory.

Project description:Runx1 and Runx3 function redundantly in early T-development, and together drive T-lineage developmental progression by regulating distinct sets of genes in different stages. Context-specific Runx target genes are particularly enriched near Runx binding sites that dynamically shift from pre-T-commitment stages (Phase 1) to post-T-commitment stages (Phase 2). As total Runx activities (Runx1+Runx3) are maintained stably throughout early T-development stages, yet Runx factors physically interact with multiple collaborators, we hypothesized that different Runx-collaborating transcription factors compete to recruit a limited pool of Runx transcription factors. To test whether increasing Runx availability can alter Runx DNA-binding site choices, Runx1 overexpression vectors were introduced to two different systems. First, we increased Runx1 expression in a DN3-like cell line (representing a post-commitment, Phase 2 stage) in the presence or absence of exogenous Phase 1 co-factor, PU.1. Second, we increased Runx1 expression in Phase 1 primary cells which naturally express PU.1 and other Phase 1 collaborators. Then, Runx1 binding behaviors were measured using ChIP-seq or CUT&RUN (C&R). A modest increase of Runx1 levels (about 2-3 fold increase) substantially increased the number of Runx binding sites seen and the intensity of occupancy in both systems. When Runx expression was at physiological levels, PU.1 dominated Runx1 site choice before T commitment by recruiting Runx1 to PU.1 sites. The Phase 2 cell line system showed that it did this while depleting Runx1 from alternative high quality Runx motif sites. However, when Runx1 was overexpressed, Runx1 was still recruited to PU.1 sites, but this recruitment did not evacuate Runx1 occupancy from default preferred sites. Notably, Runx1 overexpression in primary Phase 1 cells caused precocious occupancy of post-commitment, Phase 2-specific sites. We found that these are often co-occupied with TCF1, E2A, and HEB, but have minimal co-binding with PU.1. In addition, Runx1 overexpression resulted in new binding sites that were not normally observed in pro-T cells, which are mostly sequestered by closed chromatin normally although they harbor more numerous Runx motifs. Thus, these data suggest that Runx DNA binding site choices are sensitive to Runx concentration and co-factors during early T-development.

Project description:Runx transcription factors are essential for generating functional T cells starting from the earliest stages in thymic T-development. To evaluate how Runx factors instruct T cell development, we perturbed Runx activities using 1) CRISPR-Cas9, simultaneously deleting two predominant, redundant Runx factors, Runx1 and Runx3, and 2) Runx1-overepxression at a stage before pro-T cells commit to a T cell fate. Then single-cell transcriptome analysis was performed. Runx1/Runx3 knockout (KO) vs. Runx1 overexpression (OE) resulted in contrasting deviations from the normal developmental trajectory. The separation of both perturbation conditions from the controls implied that Runx factors regulate gene networks in individual cells to control separate pathways instead of changing distributions of cells among different stages along the control pathway. Notably, a common core set of genes responded to both KO and OE, in opposite directions. Runx activation target genes were selectively enriched for T-identity program and innate lymphoid cell program genes, whereas inhibition targets were significantly associated with stem/progenitor program and myeloid lineage pathways. Pseudotime inference analysis suggested that Runx perturbations also substantially regulate developmental speed, as Runx KO significantly slowed down developmental progression, whereas Runx1 OE resulted in pronounced acceleration. This interpretation was largely supported by Runx activities regulating key transcription factors involved in establishing distinct gene network modules during T cell development. Indeed, further analysis showed that Runx target genes get combinatorial inputs from these Runx-regulated transcription factors as well as from Runx factors themselves. Together, our data suggest that Runx transcription factors drive early T developmental progression by launching gene expression modules associated with T-identity and innate lymphoid cells through mediating other transcription factor cooperativities.

Dataset Information

Gene expression profiles of murine Runx1;Runx3 double deficient cKit+Sca1+Lin- hematopoietic stem/progenitor cells

Publications

Disruption of Runx1 and Runx3 leads to bone marrow failure and leukemia predisposition due to transcriptional and DNA repair defects.

Similar Datasets

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