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1.
Nucleic Acids Res ; 52(D1): D1131-D1137, 2024 Jan 05.
Article in English | MEDLINE | ID: mdl-37870453

ABSTRACT

The BloodChIP Xtra database (http://bloodchipXtra.vafaeelab.com/) facilitates genome-wide exploration and visualization of transcription factor (TF) occupancy and chromatin configuration in rare primary human hematopoietic stem (HSC-MPP) and progenitor (CMP, GMP, MEP) cells and acute myeloid leukemia (AML) cell lines (KG-1, ME-1, Kasumi1, TSU-1621-MT), along with chromatin accessibility and gene expression data from these and primary patient AMLs. BloodChIP Xtra features significantly more datasets than our earlier database BloodChIP (two primary cell types and two cell lines). Improved methodologies for determining TF occupancy and chromatin accessibility have led to increased availability of data for rare primary cell types across the spectrum of healthy and AML hematopoiesis. However, there is a continuing need for these data to be integrated in an easily accessible manner for gene-based queries and use in downstream applications. Here, we provide a user-friendly database based around genome-wide binding profiles of key hematopoietic TFs and histone marks in healthy stem/progenitor cell types. These are compared with binding profiles and chromatin accessibility derived from primary and cell line AML and integrated with expression data from corresponding cell types. All queries can be exported to construct TF-gene and protein-protein networks and evaluate the association of genes with specific cellular processes.


Subject(s)
Binding Sites , Gene Expression Profiling , Leukemia, Myeloid, Acute , Humans , Chromatin/genetics , Gene Expression Regulation , Leukemia, Myeloid, Acute/genetics , Transcription Factors/genetics , Transcription Factors/metabolism
2.
Blood ; 142(17): 1448-1462, 2023 10 26.
Article in English | MEDLINE | ID: mdl-37595278

ABSTRACT

Hematopoietic stem and progenitor cells (HSPCs) rely on a complex interplay among transcription factors (TFs) to regulate differentiation into mature blood cells. A heptad of TFs (FLI1, ERG, GATA2, RUNX1, TAL1, LYL1, LMO2) bind regulatory elements in bulk CD34+ HSPCs. However, whether specific heptad-TF combinations have distinct roles in regulating hematopoietic differentiation remains unknown. We mapped genome-wide chromatin contacts (HiC, H3K27ac, HiChIP), chromatin modifications (H3K4me3, H3K27ac, H3K27me3) and 10 TF binding profiles (heptad, PU.1, CTCF, STAG2) in HSPC subsets (stem/multipotent progenitors plus common myeloid, granulocyte macrophage, and megakaryocyte erythrocyte progenitors) and found TF occupancy and enhancer-promoter interactions varied significantly across cell types and were associated with cell-type-specific gene expression. Distinct regulatory elements were enriched with specific heptad-TF combinations, including stem-cell-specific elements with ERG, and myeloid- and erythroid-specific elements with combinations of FLI1, RUNX1, GATA2, TAL1, LYL1, and LMO2. Furthermore, heptad-occupied regions in HSPCs were subsequently bound by lineage-defining TFs, including PU.1 and GATA1, suggesting that heptad factors may prime regulatory elements for use in mature cell types. We also found that enhancers with cell-type-specific heptad occupancy shared a common grammar with respect to TF binding motifs, suggesting that combinatorial binding of TF complexes was at least partially regulated by features encoded in DNA sequence motifs. Taken together, this study comprehensively characterizes the gene regulatory landscape in rare subpopulations of human HSPCs. The accompanying data sets should serve as a valuable resource for understanding adult hematopoiesis and a framework for analyzing aberrant regulatory networks in leukemic cells.


Subject(s)
Core Binding Factor Alpha 2 Subunit , Hematopoietic Stem Cells , Humans , Core Binding Factor Alpha 2 Subunit/genetics , Core Binding Factor Alpha 2 Subunit/metabolism , Hematopoietic Stem Cells/metabolism , Gene Expression Regulation , Hematopoiesis/genetics , Chromatin/metabolism
3.
Blood ; 138(16): 1441-1455, 2021 10 21.
Article in English | MEDLINE | ID: mdl-34075404

ABSTRACT

Changes in gene regulation and expression govern orderly transitions from hematopoietic stem cells to terminally differentiated blood cell types. These transitions are disrupted during leukemic transformation, but knowledge of the gene regulatory changes underpinning this process is elusive. We hypothesized that identifying core gene regulatory networks in healthy hematopoietic and leukemic cells could provide insights into network alterations that perturb cell state transitions. A heptad of transcription factors (LYL1, TAL1, LMO2, FLI1, ERG, GATA2, and RUNX1) bind key hematopoietic genes in human CD34+ hematopoietic stem and progenitor cells (HSPCs) and have prognostic significance in acute myeloid leukemia (AML). These factors also form a densely interconnected circuit by binding combinatorially at their own, and each other's, regulatory elements. However, their mutual regulation during normal hematopoiesis and in AML cells, and how perturbation of their expression levels influences cell fate decisions remains unclear. In this study, we integrated bulk and single-cell data and found that the fully connected heptad circuit identified in healthy HSPCs persists, with only minor alterations in AML, and that chromatin accessibility at key heptad regulatory elements was predictive of cell identity in both healthy progenitors and leukemic cells. The heptad factors GATA2, TAL1, and ERG formed an integrated subcircuit that regulates stem cell-to-erythroid transition in both healthy and leukemic cells. Components of this triad could be manipulated to facilitate erythroid transition providing a proof of concept that such regulatory circuits can be harnessed to promote specific cell-type transitions and overcome dysregulated hematopoiesis.


Subject(s)
GATA2 Transcription Factor/genetics , Gene Expression Regulation, Leukemic , Leukemia, Myeloid, Acute/genetics , T-Cell Acute Lymphocytic Leukemia Protein 1/genetics , Erythroid Cells/metabolism , Erythroid Cells/pathology , Gene Regulatory Networks , Hematopoiesis , Humans , Leukemia, Myeloid, Acute/pathology , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Transcriptional Regulator ERG/genetics
4.
Sci Adv ; 7(3)2021 01.
Article in English | MEDLINE | ID: mdl-33523875

ABSTRACT

Terminally differentiated murine osteocytes and adipocytes can be reprogrammed using platelet-derived growth factor-AB and 5-azacytidine into multipotent stem cells with stromal cell characteristics. We have now optimized culture conditions to reprogram human adipocytes into induced multipotent stem (iMS) cells and characterized their molecular and functional properties. Although the basal transcriptomes of adipocyte-derived iMS cells and adipose tissue-derived mesenchymal stem cells were similar, there were changes in histone modifications and CpG methylation at cis-regulatory regions consistent with an epigenetic landscape that was primed for tissue development and differentiation. In a non-specific tissue injury xenograft model, iMS cells contributed directly to muscle, bone, cartilage, and blood vessels, with no evidence of teratogenic potential. In a cardiotoxin muscle injury model, iMS cells contributed specifically to satellite cells and myofibers without ectopic tissue formation. Together, human adipocyte-derived iMS cells regenerate tissues in a context-dependent manner without ectopic or neoplastic growth.


Subject(s)
Azacitidine , Platelet-Derived Growth Factor , Adipocytes , Adipose Tissue , Animals , Azacitidine/pharmacology , Cell Differentiation , Cells, Cultured , Humans , Mice , Multipotent Stem Cells , Muscles
5.
Mol Cancer Res ; 18(5): 709-722, 2020 05.
Article in English | MEDLINE | ID: mdl-32079743

ABSTRACT

High-constitutive activity of the DNA damage response protein checkpoint kinase 1 (CHK1) has been shown in glioblastoma (GBM) cell lines and in tissue sections. However, whether constitutive activation and overexpression of CHK1 in GBM plays a functional role in tumorigenesis or has prognostic significance is not known. We interrogated multiple glioma patient cohorts for expression levels of CHK1 and the oncogene cancerous inhibitor of protein phosphatase 2A (CIP2A), a known target of high-CHK1 activity, and examined the relationship between these two proteins in GBM. Expression levels of CHK1 and CIP2A were independent predictors for reduced overall survival across multiple glioma patient cohorts. Using siRNA and pharmacologic inhibitors we evaluated the impact of their depletion using both in vitro and in vivo models and sought a mechanistic explanation for high CIP2A in the presence of high-CHK1 levels in GBM and show that; (i) CHK1 and pSTAT3 positively regulate CIP2A gene expression; (ii) pSTAT3 and CIP2A form a recursively wired transcriptional circuit; and (iii) perturbing CIP2A expression induces GBM cell senescence and retards tumor growth in vitro and in vivo. Taken together, we have identified an oncogenic transcriptional circuit in GBM that can be destabilized by targeting CIP2A. IMPLICATIONS: High expression of CIP2A in gliomas is maintained by a CHK1-dependent pSTAT3-CIP2A recursive loop; interrupting CIP2A induces cell senescence and slows GBM growth adding impetus to the development of CIP2A as an anticancer drug target.


Subject(s)
Autoantigens/metabolism , Biomarkers, Tumor/metabolism , Checkpoint Kinase 1/metabolism , Gene Expression Regulation, Neoplastic , Glioblastoma/pathology , Intracellular Signaling Peptides and Proteins/metabolism , Membrane Proteins/metabolism , STAT3 Transcription Factor/metabolism , Animals , Apoptosis , Autoantigens/genetics , Biomarkers, Tumor/genetics , Cell Movement , Cell Proliferation , Checkpoint Kinase 1/genetics , Female , Glioblastoma/genetics , Glioblastoma/metabolism , Humans , Intracellular Signaling Peptides and Proteins/genetics , Membrane Proteins/genetics , Mice , Mice, Inbred BALB C , Mice, Inbred NOD , Mice, Nude , Mice, SCID , Phosphorylation , Prognosis , STAT3 Transcription Factor/genetics , Survival Rate , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
6.
Mol Ther ; 25(2): 368-378, 2017 02 01.
Article in English | MEDLINE | ID: mdl-28153089

ABSTRACT

Glioblastoma (GBM) brain tumor remains among the most lethal and incurable human diseases. Oncogenic microRNA-10b (miR-10b) is strongly and universally upregulated in GBM, and its inhibition by antisense oligonucleotides (ASOs) reduces the growth of heterogeneous glioma cells; therefore, miR-10b represents a unique therapeutic target for GBM. Here we explored the effects of miR-10b gene editing on GBM. Using the clustered regularly interspaced short palindromic repeats (CRISPR)-Cas9 system, we investigated effects of miR-10b gene editing on the growth of cultured human glioma cells, tumor-initiating stem-like cells, and mouse GBM xenografts, as well as the oncogene-induced transformation of normal astrocytes. We show that GBM is strictly "addicted" to miR-10b and that miR-10b gene ablation is lethal for glioma cell cultures and established intracranial tumors. miR-10b loss-of-function mutations lead to the death of glioma, but not other cancer cell lines. We have not detected escaped proliferative clones of GBM cells edited in the miR-10b locus. Finally, neoplastic transformation of normal astrocytes was abolished by the miR-10b-editing vectors. This study demonstrates the feasibility of gene editing for brain tumors in vivo and suggests virus-mediated miR-10b gene ablation as a promising therapeutic approach that permanently eliminates the key regulator essential for tumor growth and survival.


Subject(s)
Brain Neoplasms/genetics , Gene Editing , Glioblastoma/genetics , MicroRNAs/genetics , Animals , Astrocytes/metabolism , Astrocytes/pathology , Base Sequence , Brain Neoplasms/pathology , CRISPR-Cas Systems , Cell Line, Tumor , Cell Proliferation , Cell Survival/genetics , Cell Transformation, Neoplastic/genetics , Disease Models, Animal , Gene Expression Regulation, Neoplastic , Glioblastoma/pathology , Humans , Mice , Mutation , RNA, Guide, Kinetoplastida/chemistry , RNA, Guide, Kinetoplastida/genetics
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