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

ABSTRACT: 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).

ORGANISM(S): Mus musculus

SUBMITTER: Margherita Ghisi

PROVIDER: E-GEOD-68461 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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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 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

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 KitHI–Id2HI (BM_Kplus-Iplus), KitHI–Id2LOW(BM_Kplus-Iminus), KitLOW–Id2HI (BM_Kminus-Iplus) and KitLOW–Id2LOW (BM_Kminus-Iminus) MLL-AF9-cherry+ AML cells obtained from bone marrow of terminally sick mice.

2016-06-29 | GSE68461 | GEO

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2021-11-11 | PXD022488 | Pride

Notch Pathway Activation Targets AML Cell Homeostasis and Differentiation: MLL-AF9 transformed LGMP

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2013-01-18 | E-GEOD-42260 | biostudies-arrayexpress

KrasG12D partially compensates for the loss of beta-catenin in MLL-AF9 AML

Project description:The Wnt/beta-catenin pathway is required for the development of leukemia stem cells in MLL-AF9 AML. We evaluated the dependance on beta-catenin for KrasG12DMLL-AF9 leukemia. Lin-Kit+ bone marrow cells obtained from mice transplanted with primary MLL-AF9 leukemia cells and KRasG12DMLL-AF9 leukemia cells were assessed for gene expression in the presence or absence of beta-catenin

2014-07-02 | E-GEOD-49248 | biostudies-arrayexpress

Affymetrix gene arrays of leukemic BM samples from 24 mice including 9 primary

Project description:To identify such targets of leukemia-related miRNAs such as miR-196b, we conducted Affymetrix gene arrays of leukemic BM samples from 24 mice including 9 primary (including 3 each of negative control, MLL-AF9, and miR-196b+MLL-AF9) and 15 secondary (including 3 negative control, 6 MLL-AF9, and 6 miR-196b+MLL-AF9) recipient mice A total of 24 mouse bone marrow samples including 9 primary (including 3 each of negative control, MLL-AF9, and miR-196b+MLL-AF9) and 15 secondary (including 3 negative control, 6 MLL-AF9, and 6 miR-196b+MLL-AF9) obtained from the in vivo mouse bone marrow reconstitution assays were analyzed by use of Affymetrix GeneChip Mouse Gene 1.0 ST Array (Affymetirx, Santa Clara, CA)

2012-08-09 | E-GEOD-34185 | biostudies-arrayexpress

The Polycomb Repressive Complex 2 Is Required For MLL-AF9 Leukemia

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2012-02-22 | E-GEOD-34963 | biostudies-arrayexpress

NRASG12V mediates leukemia self renewal [RNA-Seq]

Project description:Mutant RAS oncoproteins activate signaling molecules that drive oncogenesis in multiple human tumors including acute myelogenous leukemia (AML). However, the specific function of these pathways in AML is unclear. To elucidate the downstream functions of activated NRAS in AML, we employed a murine model of AML harboring Mll-AF9 and NRASG12V. We found that NRASG12V enforced leukemia self-renewal gene expression signatures and was required to maintain an MLL-AF9 and MYB-dependent gene expression program. In a multiplexed analysis of RAS-dependent signaling intermediates, the leukemia stem cell compartment was preferentially sensitive to RAS withdrawal. Use of RAS-pathway inhibitors showed that NRASG12V maintained leukemia self-renewal through mTOR and MEK pathway activation, implicating these pathways as potential targets for cancer stem cell-specific therapies. Mice harboring NRASG12V/Mll-AF9 AML were treated with doxycyline to abolish NRASG12V expression. Leukemia samples were harvested at 24 hour intervals after doxycyline treatment.

2014-11-16 | E-GEOD-49088 | biostudies-arrayexpress

NRASG12V mediates self renewal in AML [RNA-Seq]

Project description:Mutant RAS oncoproteins activate signaling molecules that drive oncogenesis in multiple human tumors including acute myelogenous leukemia (AML). However, the specific function of these pathways in AML is unclear. To elucidate the downstream functions of activated NRAS in AML, we employed a murine model of AML harboring Mll-AF9 and NRASG12V. We found that NRASG12V enforced leukemia self-renewal gene expression signatures and was required to maintain an MLL-AF9 and MYB-dependent gene expression program. In a multiplexed analysis of RAS-dependent signaling intermediates, the leukemia stem cell compartment was preferentially sensitive to RAS withdrawal. Use of RAS-pathway inhibitors showed that NRASG12V maintained leukemia self-renewal through mTOR and MEK pathway activation, implicating these pathways as potential targets for cancer stem cell-specific therapies. Primary NRASG12V-Mll-AF9 AML cells were treated in vitro for 24 hours with Ras-pathway inhibitors. RNA was extracted from these cells and submitted for RNA sequencing.

2014-11-16 | E-GEOD-49087 | biostudies-arrayexpress

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