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Inducible MLL-AF9 expression drives an AML program during human pluripotent stem cell-derived hematopoietic differentiation [ATAC-Seq]

ABSTRACT: The t(9; 11) (p22; q23) translocation produces the MLL-AF9 fusion protein, which is found in up to 25% of de novo AML cases in children. Despite major advances, a comprehensive understanding of context-dependent MLL-AF9-mediated gene programs during early hematopoiesis is challenging. Here, we generated a human inducible pluripotent stem cell (hiPSC) model with doxycycline dose-dependent MLL-AF9 expression. We exploit MLL-AF9 expression as an oncogenic hit to uncover epigenetic and transcriptomic effects on iPSC-derived hematopoietic development and the transformation into (pre-) leukemic states. In doing so, we observed disruption of early myelomonocytic development and expansion of a CD34+ early hematopoietic progenitor compartment upon MLL-AF9 activation. Indeed, we identified gene profiles consistent with primary MLL-AF9 AMLs. We exploit this system to uncover a highly confident MLL-AF9-associated gene core set that faithfully represent primary MLL-AF9 AMLs, including known and thus far unknown factors in MLL-AF9 AMLs. Our system allows for careful chemically controlled and stepwise in vitro iPSC-derived differentiation under serum-free and feeder-free conditions. For a disease that currently lacks effective treatments, our system provides a novel entry-point into exploring potential novel biomarkers and targets for personalized therapeutic strategies.

ORGANISM(S): Homo sapiens

PROVIDER: GSE220212 | GEO | 2023/05/03

REPOSITORIES: GEO

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Controlled MLL-AF9 Expression in Human Induced Pluripotent Stem Cells Reveals MLL-AF9-specific Oncogene Program [hiMLLAF9_scRNAseq]

Project description:A t(9;11)(p22;q23) translocation produces the MLL-AF9 fusion protein, which is found in up to 25% of de novo AML cases in children. Despite major advances, obtaining a comprehensive under-standing of context-dependent MLL-AF9-mediated gene programs during early hematopoiesis is challenging. Here, we generated a human inducible pluripotent stem cell (hiPSC) model with a doxycycline dose-dependent MLL-AF9 expression. We exploited MLL-AF9 expression as an onco-genic hit to uncover epigenetic and transcriptomic effects on iPSC-derived hematopoietic develop-ment and the transformation into (pre-)leukemic states. In doing so, we observed a disruption in early myelomonocytic development. Accordingly, we identified gene profiles that were consistent with primary MLL-AF9 AML and uncovered high-confidence MLL-AF9-associated core genes that are faithfully represented in primary MLL-AF9 AML, including known and presently unknown factors. Using single-cell RNA-sequencing, we identified an increase of CD34 expressing early hematopoietic progenitor-like cell states as well as granulocyte-monocyte progenitor-like cells upon MLL-AF9 activation. Our system allows for careful chemically controlled and stepwise in vitro hiPSC-derived differentiation under serum-free and feeder-free conditions. For a disease that cur-rently lacks effective precision medicine, our system provides a novel entry-point into exploring po-tential novel targets for personalized therapeutic strategies.

2023-05-03 | GSE217014 | GEO

Inducible MLL-AF9 Expression Drives an AML Program during Human Pluripotent Stem Cell-Derived Hematopoietic Differentiation

2023-05-03 | GSE217013 | GEO

The MLL-AF9 and MLL-AF4 oncofusion proteins bind a distinct enhancer repertoire and target the RUNX1 program in MLLr AML

Project description:In MLL-rearranged (MLLr) leukemias the N terminal part of the MLL gene can be fused to over 60 different partner genes. Here, we investigate the genome wide binding of the MLL-AF9 and MLL-AF4 fusion proteins and their epigenetic signatures in order to define a core set of MLLr targets. We uncover both common as well as specific MLL-AF9 and MLL-AF4 target genes, which are all marked by H3K79me2, H3K27ac, and H3K4me3. Apart from promoter binding, we also identify MLL-AF9 and MLL-AF4 binding at specific subsets of non overlapping active distal regulatory elements. Despite this differential enhancer binding MLL-AF9 and MLL-AF4 still share a common gene program, which represents part of the RUNX1 gene program and constitutes of CD34+ and monocyte specific genes. Comparing these datasets revealed several zinc finger transcription factors as potential MLL-AF9 co-regulators. Together these results suggest that MLL-fusions collaborate with specific subsets of TFs to aberrantly regulate the RUNX1 gene program in 11q23 AMLs.

2017-01-24 | GSE79899 | GEO

ZNF521 enhances MLL-AF9-dependent hematopoietic stem cell transformation in acute myeloid leukemias by altering the gene expression landscape

Project description:Leukemias derived from the MLL-AF9 rearrangement rely on deranged transcriptional networks. ZNF521, a transcription co-factor implicated in the control of hematopoiesis, has been proposed to sustain leukemic transformation in collaboration with other oncogenes. We demonstrate here that ZNF521 mRNA levels correlate with specific genetic aberrations: in particular, the highest expression is observed in AMLs bearing MLL rearrangements, while the lowest is detected in AMLs with FLT3-ITD, NPM1 or CEBPα double mutations. In cord blood-derived CD34+ cells, enforced expression of ZNF521 provides a significant proliferative advantage, and acts synergistically when co-expressed with MLL-AF9 throughout the proliferation and expansion of leukemic progenitor cells. Transcriptome analysis of primary CD34+ cultures displayed subsets of genes upregulated by MLL-AF9 or ZNF521 single transgene overexpression as well as in MLL-AF9/ZNF521 combinations, either at early or late time points of an in vitro model of leukemogenesis. Silencing of ZNF521 in MLL-AF9+ THP-1 cell line coherently results in an impairment of growth and clonogenicity, recapitulating effects observed in primary cells. Taken together, these results underscore a role for ZNF521 in sustaining self-renewal of the AML immature compartment, most likely through the perturbation of the gene expression landscape which ultimately favors the expansion of MLL-AF9 transformed leukemic clones.

2022-03-24 | GSE181006 | GEO

RNA-seq profiling of murine Tet-off MLL-AF9; NRAS acute myeloid leukemia at different timepoints upon doxycycline-induced MLL-AF9 down-regulation.

Project description:Using an acute myeloid leukemia (AML) mouse model driven by tet-regulated MLL-AF9 (fusion between the gene MLL1 (KMT2A/MLL) and MLLT3 (AF9)) co-expressed with oncogenic NRASG12D (Tet-off MLL-AF9), we investigated the effect of modulating the expression of the MLL-AF9 fusion oncogene on the transcriptome and proteome of established murine AML. Treatment in vitro or in vivo of these Tet-off MLL-AF9 AMLs with doxycycline (DOX) results in the efficient down-regulation of the expression of the driver oncogene MLL-AF9. RNA sequencing analysis was performed on primary Tet-Off MLL-AF9 AML cells obtained from the spleen of leukemic animals and cultured in vitro for either 2 or 4 days in the presence of doxycycline (1μg/ml) (DOX= down-regulation of MLL-AF9) or left untreated (UT).

2021-12-31 | GSE108326 | GEO

RNAi-mediated silencing of MLL-AF9 reveals leukemia-associated downstream targets and processes

Project description:The translocation t(9;11)(p22;q23) leading to the leukemogenic fusion gene MLL-AF9 is a frequent translocation in infant acute myeloid leukemia (AML). This study aimed to identify genes and molecular processes downstream of MLL-AF9 (alias MLL-MLLT3) which could assist to develop new targeted therapies for such leukemia with unfavorable prognosis. In the AML cell line THP1 which harbors this t(9;11) translocation, endogenous MLL-AF9 was silenced via siRNA while ensuring specificity of the knockdown and its efficiency on functional protein level. The differential gene expression profile was validated for leukemia-association by gene set enrichment analysis of published gene sets from patient studies and MLL-AF9 overexpression studies and revealed 425 differentially expressed genes. Gene ontology analysis was consistent with a more differentiated state of MLL-AF9 depleted cells, with involvement of a wide range of downstream transcriptional regulators and with defined functional processes such as ribosomal biogenesis, chaperone binding, calcium homeostasis and estrogen response. Besides potential new therapeutic targets, the described transcription profile shaped by MLL-AF9 provides an information source into the molecular processes altered in MLL aberrant leukemia.

2014-02-13 | GSE36592 | GEO

RNA sequencing expression analysis of murine Tet-off MLL-AF9;NRAS acute myeloid leukemia cells over-expressing Id2 and upon MLL-AF9 withdrawal

Project description:We investigated the role of the transcriptional regulator Id2 in the context of MLL-rearranged acute myeloid leukemia (AML). Using an AML mouse model driven by tet-regulated MLL-AF9 co-expressed with oncogenic NRASG12D (Tet-off MLL-AF9), we demonstrated that MLL-AF9 regulates the E protein pathway by suppressing Id2, while activating the expression of its target E2-2. Moreover, we found that Id2 over-expression in Tet-Off MLL-AF9 AML cells in vitro partially phenocopies MLL-AF9 depletion and results inhibition of leukemia growth, loss of leukemia stem cell-associated gene expression pattern and induction of differentiation. To compare gene expression changes associated with enforced Id2 expression and MLL-AF9 withdrawal, RNA sequencing analysis was performed on Tet-off MLL-AF9 cells transduced with an Id2 over-expressing or a control vector, or upon MLL-AF9 dox-inducible knock-down. Primary AMLs driven by Tet-off inducible MLL/AF9 expression linked to dsRED reporter, in association with oncogenic NRASG12D (Tet-off MLL-AF9) were generated by reconstituting lethally irradiated congenic mice with foetal liver cells co-transduced with a Tet-Off-MLL-AF9-dRED retroviral vector and a second vector co-expressing NRASG12D together with the Tet-Off responsive transcriptional activator. RNA sequencing analysis sequencing analysis was performed on Tet-Off MLL-AF9/dsRED+ AML cells treated in vitro with doxycycline (DOX) for 4 days to inactivate MLL-AF9 expression or left untreated (UT). For the Id2 over-expression experiment, Tet-Off MLL-AF9/dsRED+ AML cells were transduced in vitro with an Id2-GFP or a control-GFP retroviral vector. Viable GFP-positive cells were FACS-sorted 2 days after transduction and used for RNA sequencing analysis.

2016-06-29 | E-GEOD-68462 | biostudies-arrayexpress

RNAi-mediated silencing of MLL-AF9 reveals leukemia-associated downstream targets and processes

2014-02-13 | E-GEOD-36592 | biostudies-arrayexpress

RNA sequencing expression analysis of murine MLL-AF9;NRAS acute myeloid leukemia cells silenced for E2-2.

Project description:We investigated the role of the transcriptional regulators Id2 and E2-2 (encoded by Tcf4) in the context of MLL-rearranged acute myeloid leukemia (AML). Using an AML mouse model driven by a Tet-off inducible MLL-AF9 allele co-expressed with oncogenic NRASG12D, we demonstrated that MLL-AF9 regulates the E protein pathway by suppressing Id2, while activating the expression of its target E2-2. Moreover, we found that Id2 over-expression in MLL-AF9 AML cells results inhibition of leukemia growth, loss of leukemia stem cell-associated gene expression pattern and induction of differentiation. E2-2 silencing phenocopies Id2 overexpression in MLL-AF9-AML cells. To study the gene expression changes associated with E2-2 depletion in the context of MLL-rearranged AML, RNA sequencing analysis was performed on MLL-AF9;NRAS AML cells transduced with vectors expressing hairpins against E2-2 (shTcf4#654 and shTcf4#3646) or a control hairpin against Renilla luciferase (shRen). Primary AMLs driven by MLL/AF9 expression linked to cherry reporter, in association with oncogenic NRASG12D (MLL/AF9;NRAS) were generated by reconstituting lethally irradiated congenic mice with fetal liver cells co-transduced with the MSCV-MLL/AF9-IRES-cherry retroviral vector and a second vector co-expressing NRASG12D together with luciferase (MSCV-luciferase-IRES-NRASG12D). RNA sequencing analysis sequencing analysis was performed on MLL-AF9;NRAS AML cells transduced in vitro with vectors expressing hairpins against E2-2 (shTcf4#654 and shTcf4#3646) or a control hairpin against Renilla luciferase (shRen) linked to the reporter GFP. Viable GFP-positive cells were FACS-sorted 2 days after transduction and used for RNA sequencing analysis. Two independent biological replicates of the experiment were used for the RNA sequencing (9-5-14 and 14-4-14).

2016-06-29 | E-GEOD-80745 | biostudies-arrayexpress

RNA sequencing analysis of murine MLL-AF9 acute myeloid leukemia cells expressing different levels of Id2 and Kit

Project description:We investigated the role of the transcriptional regulator Id2 in the context of MLL-rearranged acute myeloid leukemia (AML). Using an Id2/GFP-reporter mouse model of MLL-AF9-driven AML, we showed that Id2 is expressed heterogeneously across the leukemic population. Moreover, differential expression of Id2 and the stemness marker Kit defines subsets of AML cells with different leukemogenic properties with lower levels of Id2 associated with enrichment in leukemia stem cell potential. To define gene expression patterns associated with distinct endogenous levels of Id2 and higher LSC potential, RNA sequencing analysis was performed on FACS-sorted KitHIâId2HI (BM_Kplus-Iplus), KitHIâId2LOW(BM_Kplus-Iminus), KitLOWâId2HI (BM_Kminus-Iplus) and KitLOWâId2LOW (BM_Kminus-Iminus) MLL-AF9-cherry+ AML cells obtained from bone marrow of terminally sick mice. Primary MLL-AF9+ AMLs were generated by reconstituting lethally irradiated congenic mice with foetal liver cells obtained from Id2-GFP reporter mice and transduced with a retroviral vector co-expressing MLL-AF9 and the cherry reporter protein. KitHighâId2High, KitHighâId2Low, KitLowâId2High and KitLowâId2Low MLL-AF9/cherry+ AML cells obtained from bone marrow of terminally sick primary recipients were FACS-sorted and used for RNA sequencing analysis (3 samples/subset).

2016-06-29 | E-GEOD-68461 | biostudies-arrayexpress

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