An intronic region within FTO confers differentiation block in acute myeloid leukaemia through regulation of IRX3 and HOX [MeDIP-seq re-analyzed]
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ABSTRACT: In acute myeloid leukaemia (AML), abnormal self-renewal and proliferation of a cell population defined as leukaemia stem cells (LSCs) results in the accumulation of undifferentiated blast cells in the bone marrow and blood. Gene expression analyses comparing LSCs to healthy haematopoietic stem cells (HSCs) revealed a significant upregulation of the transcription factor IRX3 in the LSC compartment, and functional experiments demonstrated that IRX3 contributes to a block in differentiation. Interestingly, IRX3 is minimally expressed in HSCs and not required for normal haematopoietic development. These discoveries highlight the necessity to investigate mechanisms underlying IRX3 misexpression in AML, as well as further investigate the mechanisms through which IRX3 expression contributes to the differentiation block. To investigate the mechanism of IRX3 misexpression in AML, we applied long-range chromatin interaction analyses, genome editing, enhancer-function studies and diverse bioinformatics tools in both AML cell lines and primary patient samples. We characterise for the first time a cluster of bona-fide enhancers and its associated transcript (eRNA), and describe a model through which these regulatory elements contribute to IRX3 expression. The cluster is composed of four modules with IRX3-regulatory activity in AML cells. Moreover, transcripts arise from the E2 module and aids in the function of the super-enhancer by falicitating a chromatin loop with the IRX3 promoter and maintaining high levels of H3K27ac at both the enhancer modules and IRX3 promoter.
Project description:In acute myeloid leukaemia (AML), abnormal self-renewal and proliferation of a cell population defined as leukaemia stem cells (LSCs) results in the accumulation of undifferentiated blast cells in the bone marrow and blood. Gene expression analyses comparing LSCs to healthy haematopoietic stem cells (HSCs) revealed a significant upregulation of the transcription factor IRX3 in the LSC compartment, and functional experiments demonstrated that IRX3 contributes to a block in differentiation. Interestingly, IRX3 is minimally expressed in HSCs and not required for normal haematopoietic development. These discoveries highlight the necessity to investigate mechanisms underlying IRX3 misexpression in AML, as well as further investigate the mechanisms through which IRX3 expression contributes to the differentiation block. To investigate the mechanism of IRX3 misexpression in AML, we applied long-range chromatin interaction analyses, genome editing, enhancer-function studies and diverse bioinformatics tools in both AML cell lines and primary patient samples. We characterise for the first time a cluster of bona-fide enhancers and its associated transcript (eRNA), and describe a model through which these regulatory elements contribute to IRX3 expression. The cluster is composed of four modules with IRX3-regulatory activity in AML cells. Moreover, transcripts arise from the E2 module and aids in the function of the super-enhancer by falicitating a chromatin loop with the IRX3 promoter and maintaining high levels of H3K27ac at both the enhancer modules and IRX3 promoter.
Project description:In acute myeloid leukaemia (AML), abnormal self-renewal and proliferation of a cell population defined as leukaemia stem cells (LSCs) results in the accumulation of undifferentiated blast cells in the bone marrow and blood. Gene expression analyses comparing LSCs to healthy haematopoietic stem cells (HSCs) revealed a significant upregulation of the transcription factor IRX3 in the LSC compartment, and functional experiments demonstrated that IRX3 contributes to a block in differentiation. Interestingly, IRX3 is minimally expressed in HSCs and not required for normal haematopoietic development. These discoveries highlight the necessity to investigate mechanisms underlying IRX3 misexpression in AML, as well as further investigate the mechanisms through which IRX3 expression contributes to the differentiation block. To investigate the mechanism of IRX3 misexpression in AML, we applied long-range chromatin interaction analyses, genome editing, enhancer-function studies and diverse bioinformatics tools in both AML cell lines and primary patient samples. We characterise for the first time a cluster of bona-fide enhancers and its associated transcript (eRNA), and describe a model through which these regulatory elements contribute to IRX3 expression. The cluster is composed of four modules with IRX3-regulatory activity in AML cells. Moreover, transcripts arise from the E2 module and aids in the function of the super-enhancer by falicitating a chromatin loop with the IRX3 promoter and maintaining high levels of H3K27ac at both the enhancer modules and IRX3 promoter.
Project description:In acute myeloid leukaemia (AML), abnormal self-renewal and proliferation of a cell population defined as leukaemia stem cells (LSCs) results in the accumulation of undifferentiated blast cells in the bone marrow and blood. Gene expression analyses comparing LSCs to healthy haematopoietic stem cells (HSCs) revealed a significant upregulation of the transcription factor IRX3 in the LSC compartment, and functional experiments demonstrated that IRX3 contributes to a block in differentiation. Interestingly, IRX3 is minimally expressed in HSCs and not required for normal haematopoietic development. These discoveries highlight the necessity to investigate mechanisms underlying IRX3 misexpression in AML, as well as further investigate the mechanisms through which IRX3 expression contributes to the differentiation block. To investigate the mechanism of IRX3 misexpression in AML, we applied long-range chromatin interaction analyses, genome editing, enhancer-function studies and diverse bioinformatics tools in both AML cell lines and primary patient samples. We characterise for the first time a cluster of bona-fide enhancers and its associated transcript (eRNA), and describe a model through which these regulatory elements contribute to IRX3 expression. The cluster is composed of four modules with IRX3-regulatory activity in AML cells. Moreover, transcripts arise from the E2 module and aids in the function of the super-enhancer by falicitating a chromatin loop with the IRX3 promoter and maintaining high levels of H3K27ac at both the enhancer modules and IRX3 promoter.
Project description:Gene expression analysis of AML LSCs vs normal HSCs Total RNA obtained from FACS-sorted AML-LSCs (n=12) and normal HSCs (n=5) were subjected to the microarray analysis
Project description:The Iroquois homeodomain transcription factor gene IRX3 is highly expressed in the developing nervous system, limb buds and heart. In adults, expression levels specify risk of obesity. We now report a significant functional role for IRX3 in human acute leukemia. While transcript levels are very low in normal human bone marrow cell populations, high level IRX3 expression is observed in ~30% of patients with acute myeloid leukemia (AML), ~50% of patients with T-acute lymphoblastic leukemia and ~20% of patients with B-acute lymphoblastic leukemia, typically in association with high levels of HOXA9. Expression of IRX3 alone was sufficient to immortalise murine bone marrow stem and progenitor cells, and induce T- and B-lineage leukemias in vivo with incomplete penetrance. IRX3 knockdown induced terminal differentiation of AML cells. Combined IRX3 and Hoxa9 expression in murine bone marrow stem and progenitor cells substantially enhanced the morphologic and phenotypic differentiation block of the resulting AMLs by comparison with Hoxa9-only leukemias, through suppression of a myelomonocytic program. Likewise, in cases of primary human AML, high IRX3 expression is associated with reduced myelomonocytic differentiation. Thus, tissue-inappropriate derepression of IRX3 modulates the cellular consequences of HOX gene expression to enhance differentiation block in human AML.
Project description:The paper describes a model of acute myeloid leukaemia.
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Optimal control of acute myeloid leukaemia
Jesse A. Sharp, Alexander P Browning, Tarunendu Mapder, Kevin Burrage, Matthew J Simpson
Journal of Theoretical Biology 470 (2019) 30–42
Abstract:
Acute myeloid leukaemia (AML) is a blood cancer affecting haematopoietic stem cells. AML is routinely treated with chemotherapy, and so it is of great interest to develop optimal chemotherapy treatment strategies. In this work, we incorporate an immune response into a stem cell model of AML, since we find that previous models lacking an immune response are inappropriate for deriving optimal control strategies. Using optimal control theory, we produce continuous controls and bang-bang controls, corre- sponding to a range of objectives and parameter choices. Through example calculations, we provide a practical approach to applying optimal control using Pontryagin’s Maximum Principle. In particular, we describe and explore factors that have a profound influence on numerical convergence. We find that the convergence behaviour is sensitive to the method of control updating, the nature of the control, and to the relative weighting of terms in the objective function. All codes we use to implement optimal control are made available.
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Project description:Haematopoietic stem cells (HSCs) tightly regulate their quiescence, proliferation, and differentiation to generate blood cells during the entire lifetime. The mechanisms by which these critical activities are balanced are still unclear. Here, we report that Macrophage-Erythroblast Attacher (MAEA, also known as EMP), a receptor thus far only identified in erythroblastic island1, is a membrane-associated E3 ubiquitin ligase essential for HSC maintenance and lymphoid commitment. Maea is highly expressed in HSCs and its deletion in mice severely impairs HSC quiescence and function and leads to a lethal myeloproliferative syndrome. By contrast, MAEA expression is essential for the development of acute myeloid leukaemia (AML) and up-regulated in human and mouse AML. Mechanistically, we have found that the surface expression of several haematopoietic cytokine receptors (e.g. MPL, FLT3) is stabilised in absence of Maea, thereby prolonging their intracellular signalling. Additionally, the autophagy flux in HSCs, but not in mature haematopoietic cells, is dramatically impaired. Administration of autophagy-inducing compounds rescues the functional defects of Maea-deficient HSCs. These results thus suggest that MAEA is a pivotal E3 ubiquitin ligase guarding HSC function via autophagy.
Project description:Leukemia stem cells (LSCs) share several crucial properties with hematopoietic stem cells (HSCs) including self-renewal, cell cycle quiescence, and expression of a CD34+CD38- immunophenotype, which complicates efforts to eradicate AML by therapeutically targeting LSCs without adversely affecting HSCs. Here we report that CD93, a C-type lectin transmembrane receptor, is preferentially expressed on the cell surface of LSCs compared with HSCs in the genetic subtype of AML with genomic rearrangements of the MLL gene. LSCs that selectively express CD93 are actively cycling, and highly enriched for xeno-engraftment potential, yet comprise a minor component of an otherwise quiescent CD34+CD38- compartment of human AML. Notably, CD93 is required for LSC function in MLL leukemogenesis, and is not simply a passive surface marker co-expressed on LSCs. Thus, CD93 selectively marks and essentially maintains LSCs, and identifies them as predominantly cycling, non-quiescent leukemia-initiating cells in MLL-rearranged AML.
Project description:Patients with acute myeloid leukaemia (AML) often achieve remission yet subsequently die of disease relapse, which is commonly driven by chemotherapy-resistant leukaemic stem cells (LSCs). LSCs are defined by their capacity to initiate leukaemia in immuno-compromised mice. This precludes an analysis of their interaction with lymphocytes as components of anti-tumour immunity, which LSCs must escape in order to induce cancer7. Here we propose that stemness and immune evasion are closely intertwined in human AML. Using human AML xenograft and syngeneic mouse leukemia models, we show that ligands of the danger detector NKG2D, a critical mediator of anti-tumour immunity by cytotoxic lymphocytes such as natural killer (NK) cells, are generally expressed on bulk AML cells but not on LSCs. Functional LSCs can be isolated by their lack of NKG2D ligand (NKG2DL) expression, even in human AMLs not expressing the conventional LSC marker CD34. NKG2DL expressing AML cells are cleared by NK cells while NKG2DLneg leukaemic cells isolated from the same individuals escape NK cell killing. These NKG2DLneg AML cells show an immature morphology, display molecular and functional stemness characteristics, can initiate serially re-transplantable leukaemia and survive chemotherapy in patient-derived xenotransplants (PDX). Mechanistically, poly-ADP-ribose polymerase 1 (PARP1) negatively regulates NKG2DL and PARP1 inhibition (PARPi) induces NKG2DL surface expression in LSCs. Consequently, co-treatment with PARPi and NK cells suppresses leukaemogenesis in PDX models. Low expression of surface NKG2DL as well as high PARP1 expression are associated with inferior clinical outcome in patients with AML. In summary, our data link the concept of LSCs to immune escape and indicate absence of immunostimulatory NKG2DL as a novel method to identify LSCs across genetic AML subtypes. Moreover, we provide a strong rationale for targeting therapy resistant LSCs by PARP1 inhibition rendering them amenable to NK cell control in vivo.
Project description:Chromatin organization is a highly orchestrated process that influences gene expression, in part by modulating access of regulatory factors to DNA and nucleosomes. We found that the chromatin accessibility regulator HMGN1, a target of recurrent DNA copy gains in leukemia, controls myeloid differentiation. HMGN1 amplification was associated with increased accessibility, expression, and histone H3K27 acetylation of loci important for hematopoietic stem cell (HSC) function and AML, such as HoxA cluster genes. In vivo, HMGN1 overexpression was linked to decreased quiescence and increased HSC activity in bone marrow transplantation. HMGN1 overexpression also cooperated with the AML-ETO9a fusion oncoprotein to impair myeloid differentiation and enhance leukemia stem cell (LSC) activity. Inhibition of histone acetyltransferases CBP/p300 relieved the HMGN1-associated differentiation block. These data nominate factors that modulate chromatin accessibility as regulators of HSCs and LSCs and suggest that targeting HMGN1 or its downstream effects on histone acetylation could be therapeutically active in AML.