Common and overlapping oncogenic pathways contribute to the evolution of acute myeloid leukemias.
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE23143 | GEO | 2011/06/27
SECONDARY ACCESSION(S): PRJNA131699
REPOSITORIES: GEO
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Project description:Recently, it has been demonstrated that transcriptionally active leukemia-associated fusion oncogenes alter self-renewal in and generate acute myeloid leukemia (AML) from committed progenitors, linking transformation and self-renewal pathways. AML is a heterogeneous disease, both genetically and biologically, and it is not known whether transformation is mediated by common or overlapping genetic programs downstream of multiple mutations or through the engagement of unique programs downstream of individual mutations. This distinction is important, as the demonstration of common pathways may identify common molecular targets for the treatment of AML. Here we demonstrate that the ability to alter self-renewal in vitro and in vivo is a more generalized property of leukemia-associated oncogenes. We further demonstrate that disparate leukemia-associated oncogenes initiate early common and overlapping transformation and self-renewal gene expression programs to mediate these effects. Furthermore, elements of these programs can be detected in established leukemia stem cells from an animal model and across a large cohort of patients with differing acute myeloid leukemia (AML) subtypes, where they strongly predict for disease biology. Finally, individual genes from the programs are demonstrated to partially phenocopy the leukemia-associated oncogenes and themselves alter self-renewal in committed murine progenitors and generate AML when expressed in murine bone marrow.
2011-06-27 | GSE24797 | GEO
Project description:In this report we demonstrate that the ability to alter self-renewal in vitro and in vivo is a more generalized property of leukemia-associated oncogenes. We further demonstrate that disparate leukemia-associated oncogenes initiate early common and overlapping transformation and self-renewal gene expression programs to mediate these effects. Furthermore, elements of these programs can be detected in established leukemia stem cells from an animal model and across a large cohort of patients with differing acute myeloid leukemia (AML) subtypes, where they strongly predict for disease biology. Finally, individual genes from the programs are demonstrated to partially phenocopy the leukemia-associated oncogenes and themselves alter self-renewal in committed murine progenitors and generate AML when expressed in murine bone marrow. A total of 253 RNA samples derived from adult AML patients were provided by the German Austrian AML Study Group (AMLSG) [AMLSG trials AML HD98A (ClinicalTrials.gov Identifier: NCT00146120), and AML HD98B (Schlenk et al., 2009)]. Conventional cytogenetic banding, and FLT3, CEBPA and NPM1 mutational analysis were performed as previously described (Schlenk et al., N Engl J Med 2008). Detailed clinical, cytogenetic and molecular cytogenetic information are also provided in Table S3 along with the publication. Following enrichment, all samples contained at least 80% leukemic cells. Gene expression profiling (GEP) was performed as previously described (Bullinger et al., N Engl J Med 2004). Separate filtering and batch centering were performed for the group of 253 Samples (relative to GSE16432). Filtered data presented as a supplementary file at the foot of this record.
2011-06-27 | E-GEOD-23143 | biostudies-arrayexpress
Project description:Recently, it has been demonstrated that transcriptionally active leukemia-associated fusion oncogenes alter self-renewal in and generate acute myeloid leukemia (AML) from committed progenitors, linking transformation and self-renewal pathways. AML is a heterogeneous disease, both genetically and biologically, and it is not known whether transformation is mediated by common or overlapping genetic programs downstream of multiple mutations or through the engagement of unique programs downstream of individual mutations. This distinction is important, as the demonstration of common pathways may identify common molecular targets for the treatment of AML. Here we demonstrate that the ability to alter self-renewal in vitro and in vivo is a more generalized property of leukemia-associated oncogenes. We further demonstrate that disparate leukemia-associated oncogenes initiate early common and overlapping transformation and self-renewal gene expression programs to mediate these effects. Furthermore, elements of these programs can be detected in established leukemia stem cells from an animal model and across a large cohort of patients with differing acute myeloid leukemia (AML) subtypes, where they strongly predict for disease biology. Finally, individual genes from the programs are demonstrated to partially phenocopy the leukemia-associated oncogenes and themselves alter self-renewal in committed murine progenitors and generate AML when expressed in murine bone marrow. The dataset comprises granulocyte monocyte precursors (GMP) transduced with either GFP alone or the fusion oncogenes MOZ-TIF2 or NUP98-HOXA9 or AML1-ETO, as labelled. Early gene expression changes (36 hours after transduction) were analysed between these replicate samples in two separate ways; either in a single two-class comparison of all oncogene transduced GMP with empty-vector transduced GMP or in three separate two-class comparisons comparing each oncogene individually with empty-vector transduced GMP. In the first analysis we identified 1082 genes/1119 probesets whose expression levels significantly differed (FDR level 0.05). There is a loss of self-renewal potential in the transition from the LSK to GMP population and to further enrich for potential self-renewal genes we compared the expression of these genes/probes in sorted normal LSK versus GMP populations. Genes which were not significantly (p<0.05) and similarly differentially expressed between LSK and GMP were excluded, allowing us to prioritize an immediate “leukemia initiation” program of 167 genes (182 probesets). Our second analysis demonstrated differential expression of 5750, 1161, and 5109 genes, when MOZ-TIF2, NUP98-HOXA9 and AML1-ETO transduced GMP were respectively compared with empty-vector transduced GMP (p<0.05). When our “leukemia initiation” signature was compared to the single comparisons, 127/167 (76%) genes overlapped. To assess the evolutionary nature of transcriptional programs critical for leukemia induction and maintenance, the gene expression profiles of replicate functionally validated leukemic stem cells from a MOZ-TIF2 model of leukemia (L-GMP) were then compared to their normal phenotypic counterpart (normal GMP). 2715 genes were differentially expressed between normal and leukemic GMP (p<0.05). Similarities were seen between our immediate pre-leukemic signatures and the gene expression profiles in the overt leukemias. The overlap with the leukemia initiation and leukemia self-renewal signatures was highly significant at 59/167 genes (35%) and 29/91 genes (32%), respectively (both p<0.0001). Gene expression levels were measured using Affymetrix (Santa Clara, CA) GeneChip Mouse Genome 430A 2.0 arrays (22,690 probesets) with hybridisation and washes as per the manufacturers specifications. The starting point for all analyses was the ''.CEL'' files from the MAS5 software. Data was analyzed using the R statistical package bioconductor18. Data quality was assessed using functions in the affy and affyPLM packages and outlier arrays were removed from subsequent analysis. The GCRMA algorithm (ver. 2.4.1) was used to obtain normalized expression estimates. Genes were selected for further analysis on the following basis: genes that had probesets for which the expression value was greater than 60 (which in our study constitute the average background reading of all probesets) and that had a present flag call in at least two of three samples. To detect significant changes in the expression levels, two-sample Welch t-tests (parametric; assuming unequal variances; Benjamini and Hochberg step-up multiple testing correction at a False Discovery Rate <0.05) was applied to the resulting genes.
2011-06-27 | E-GEOD-24797 | biostudies-arrayexpress
Project description:High-resolution proteomic analysis of acute myeloid leukemia (AML) stem cells identified phospholipase C- and Ca++-signaling pathways to be differentially regulated in AML1-ETO (AE) driven leukemia. Phospholipase C gamma 1 (Plcg1) could be identified as a direct target of the AE fusion. Genetic Plcg1 inactivation abrogated disease initiation by AE, reduced intracellular Ca++-release and inhibited AE-driven self-renewal programs. In AE-induced leukemia, Plcg1 deletion significantly reduced disease penetrance, number of leukemia stem cells and abrogated leukemia development in secondary recipient hosts. In human AE-positive leukemic cells inactivation of Plcg1 reduced colony formation and AML development in vivo. In contrast, Plcg1 was dispensable for maintenance of murine and human hematopoietic stem- and progenitor cells (HSPCs). Pharmacologic inhibition of Ca++-signaling downstream of Plcg1 resulted in impaired proliferation and self-renewal capacity in AE-driven AML. Thus, the Plcg1 pathway represents a novel specific vulnerability of AE-driven leukemia and poses an important new therapeutic target.
2022-01-12 | PXD011251 | Pride
Project description:The genetic programs that promote retention of self-renewing leukemia stem cells (LSCs) at the apex of cellular hierarchies in acute myeloid leukemia (AML) are not known. In a mouse model of human AML, LSCs exhibit variable frequencies that correlate with the initiating MLL oncogene and are maintained in a self-renewing state by a transcriptional sub-program more akin to that of embryonic stem cells (ESCs) than adult stem cells. The transcription/chromatin regulatory factors Myb, Hmgb3 and Cbx5 are critical components of the program and suffice for Hoxa/Meis-independent immortalization of myeloid progenitors when co-expressed, establishing the cooperative and essential role of an ESC-like LSC maintenance program ancillary to the leukemia initiating MLL/Hox/Meis program. Enriched expression of LSC maintenance and ESC-like program genes in normal myeloid progenitors and poor prognosis human malignancies links the frequency of aberrantly self-renewing progenitor-like cancer stem cells to prognosis in human cancer. Experiment Overall Design: Samples are from five separate cohorts of mice where leukemia was initiated using distinct MLL fusion oncogenes: MLL-AF1p (n=9), MLL-AF10 (n=8), MLL-GAS7 (n=5), MLL-AF9 (n=5) and MLL-ENL (n=7). Four normal BM samples were also used as controls.
2009-02-21 | E-GEOD-13690 | biostudies-arrayexpress
Project description:In acute myeloid leukemia (AML), leukemia stem cells (LSC) play a central role in disease progression and recurrence due to their intrinsic capacity for self-renewal and chemotherapy resistance. Whereas epigenetic mechanisms balance normal blood stem cell self-renewal and fate decisions, mutation and dysregulation of epigenetic regulators are considered fundamental to leukemia initiation and progression. Alterations in miRNA function represent a non-canonical epigenetic mechanism influencing malignant hematopoiesis, however the function of miRNA in human LSC remains undetermined. Here we show that miRNA profiling of fractionated AML populations defines an LSC-specific signature that is highly prognostic for patient survival. Gain- and loss-of-function analyses demonstrated that miR-126 restrained cell cycle progression, prevented differentiation, and increased self-renewal of human LSC. By targeting the G0 to G1 gatekeeper CDK3, miR-126 preserved LSC quiescence and promoted chemotherapy resistance. Thus, in AML, miRNAs influence patient outcome through post-transcriptional regulation of stemness programs in LSC.
2016-03-31 | PXD001994 | Pride
Project description:In an effort to identify novel drugs targeting fusion-oncogene induced acute myeloid leukemia (AML), we performed high-resolution proteomic analysis. In AML1-ETO (AE) driven AML we uncovered a deregulation of phospholipase C (PLC) signaling. We identified PLCgamma 1 (PLCG1) as a specific target of the AE fusion protein which is induced after AE binding to intergenic regulatory DNA elements. Genetic inactivation of PLCG1 in murine and human AML inhibited AML1-ETO dependent self-renewal programs, leukemic proliferation, and leukemia maintenance in vivo. In contrast, PLCG1 was dispensable for normal hematopoietic stem- and progenitor cell function. These findings are extended to and confirmed by pharmacologic perturbation of Ca++-signaling in AML1-ETO AML cells, indicating that the PLCG1 pathway poses an important therapeutic target for AML1-ETO positive leukemic stem cells.
2021-11-04 | PXD026374 | Pride
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Project description:Leukemia stem cells are characterized by aberrant self-renewal capacity. Targeting oncogenic fusions that mediate this aberrant self-renewal capacity remains a therapeutic challenge. The t(8;21) translocation, resulting in the oncogenic fusion AML1-ETO (AE, RUNX1-RUNXT1) is among the most common chromosomal rearrangements found in acute myeloid leukemia (AML). By conducting high-resolution proteomic analysis on myeloid leukemia stem cells we identified Phospholipase C- and Ca++-signaling pathways to be differentially regulated in AE/t(8;21) AML. Phospholipase C gamma 1 (Plcg1) was specifically, and highly expressed in t(8;21) AML and could be identified as a direct target of the AML1(RUNX1)-ETO fusion. Genetic inactivation of Plcg1 resulted in abrogation of disease initiation by AE, reduction of intracellular Ca++ release and loss of AE-driven self-renewal programs. Plcg1 deletion after onset of AE-induced leukemia significantly reduced disease penetrance, number of leukemia stem cells and resulted in abrogation of leukemia development in secondary recipients. Inactivation of Plcg1 in human AE-positive AML cells by RNAi reduced colony formation and AML development in vivo. In contrast, Plcg1 was dispensable for steady state hematopoiesis and maintenance of murine and human hematopoietic stem cells (HSC). Translationally, we used pharmacologic inhibition of Ca++ signaling downstream of Plcg1 in AE-driven AML and this resulted in impaired proliferation and self-renewal capacity. The Plcg1 pathway represents a novel, specific vulnerability of AE-driven leukemia and represents an important new therapeutic target.
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