Project description:Identification of genes that regulate clonogenicity of AML cells is hindered by the difficulty of isolating pure populations of cells with defined proliferative abilities. Using early passages of the OCI/AML-4 cell line we sought to determine genes differentially expressed between clonogenic and non-clonogenic cells. We previously shown that OCI/AML-4 clonal siblings display coordinated growth patterns, so that the behaviour of a single cell that is destroyed in the generation of global single cell cDNA may be predicted by the growth patterns of its clonal siblings. Cells were plated in 96 well plates at limiting dilutions. Localized clusters of four cells were identified and micromanipulated such that three of the constituent cells were placed separately into individual microtitre wells containing growth medium and a feeder layer of OP9 cells, while the fourth cell was lysed and processed for global RT-PCR. The cells in each culture well were counted at 2 -3 day intervals until growth stopped. In this manner cDNA was generated from individual clonogenic OCI/AML-4 cells (sibling cells able to generate between 9-100 cells) or from individual non-clonogenic OCI/AML-4 cells (sibling cells were not able to generate more than 8 cells). Respective single cell cDNA was then pooled and compared by hybridization to cDNA microarrays. Using early passages of the OCI/AML-4 cell line cDNA was obtained from 17 clonogenic single cells (sibling cells able to generate between 9-100 cells) and 20 non-clonogenic single cells (sibling cells were not able to generate more than 8 cells). These cDNAs were pooled and hybridized to the cDNA microarray was conducted as three replicates, including one replicate which was a dye-swap.
Project description:Identification of genes that regulate clonogenicity of AML cells is hindered by the difficulty of isolating pure populations of cells with defined proliferative abilities. Using early passages of the OCI/AML-4 cell line we sought to determine genes differentially expressed between clonogenic and non-clonogenic cells. We previously shown that OCI/AML-4 clonal siblings display coordinated growth patterns, so that the behaviour of a single cell that is destroyed in the generation of global single cell cDNA may be predicted by the growth patterns of its clonal siblings. Cells were plated in 96 well plates at limiting dilutions. Localized clusters of four cells were identified and micromanipulated such that three of the constituent cells were placed separately into individual microtitre wells containing growth medium and a feeder layer of OP9 cells, while the fourth cell was lysed and processed for global RT-PCR. The cells in each culture well were counted at 2 -3 day intervals until growth stopped. In this manner cDNA was generated from individual clonogenic OCI/AML-4 cells (sibling cells able to generate between 9-100 cells) or from individual non-clonogenic OCI/AML-4 cells (sibling cells were not able to generate more than 8 cells). Respective single cell cDNA was then pooled and compared by hybridization to cDNA microarrays.
Project description:Acute myeloid leukaemia (AML) is an aggressive haematological malignancy characterised by the clonal proliferation of myeloid progenitor cells in the bone marrow and peripheral blood. Dysregulation of the Wnt/β-catenin pathway has been implicated in the establishment and maintenance of leukaemic stem cells in AML, where higher expression of β-catenin promotes clonogenic capacity, drug resistance and inferior survival. The finding that low levels of Wnt signalling are necessary to maintain normal haematopoiesis makes β-catenin an attractive therapeutic target, however drug design has been hampered by a poor understanding of its molecular interactions in leukaemia cells. To address this, we previously characterised the β-catenin interactome in myeloid cells and identified a plethora of novel interacting proteins. One such validated interactor was Target of EGR1 (TOE1), a 510-amino acid member of the Asp-Glu-Asp-Asp (DEDD) family of deadenylases with previously uncharacterised function in haematopoietic cells. The β-catenin:TOE1 interaction was detected in the nuclear and cytosolic compartments of myeloid cell lines and primary AML samples, and β-catenin knockdown via short hairpin RNA (shRNA) was found to promote the cytosolic stabilisation of TOE1. Furthermore, TOE1 levels were found to be overexpressed in primary AML blasts versus normal cord-blood derived CD34+ haematopoietic stem and progenitor cells (HSPCs), suggesting that TOE1 levels may be dysregulated in leukaemia. TOE1 depletion using shRNA abrogated Wnt signalling capacity (TCF/LEF activity) through suppression of the Wnt transcription factor lymphoid enhancing factor 1 (LEF-1), likely via post-transcriptional mechanisms. TOE1 shRNA further suppressed the proliferation and survival of myeloid leukaemia cell lines (HEL and OCI-AML2) and primary human CD34+ HSPC, however this could not be fully explained through LEF-1 alone, since OCI-AML2 do not express LEF-1. Therefore, to explore a more unifying mechanism mediating the growth promoting phenotype of TOE1 we performed tandem mass tag (TMT)-labelling coupled to mass spectrometry analysis in TOE1 deficient HEL and OCI-AML2 cells. From this analysis we identified validated p21 (RAC1) activated kinase 2 (PAK2) as a consistently downregulated target across both cell lines, and demonstrated PAK2 knockdown alone was sufficient to reduce the proliferation (but not survival) of AML cell lines. Finally, expression of ectopic PAK2 was able to partially rescue the suppressed proliferation mediated by TOE1 depletion in myeloid cell lines, and primary human CD34+ HSPC. In summary, these data reveal TOE1 as novel interacting partner for β-catenin in haematological cells capable of modulating Wnt signalling output via LEF-1, and as a novel mediator of growth and survival in human HSPC and AML cells partly through PAK2 regulation.
Project description:Given the importance of deregulated phosphoinositide (PI) signaling in leukemic hematopoiesis, genes coding for proteins that regulate PI metabolism may have significant and as yet unappreciated roles in leukemia. We performed a targeted knockdown screen of PI modulator genes in human AML cells and identified candidates required to sustain proliferation or prevent apoptosis. One of these, the lipid kinase phosphatidylinositol-5-phosphate 4-kinase, type II, alpha (PIP4K2A) regulates cellular levels of phosphatidylinositol-5-phosphate (PtsIns5P) and phosphatidylinositol 4,5-bisphosphate (PtdIns(4,5)P2). We found PIP4K2A to be essential for the clonogenic and leukemia-initiating potential of human AML cells, and for the clonogenic potential of murine MLL-AF9 AML cells. Importantly, PIP4K2A is also required for the clonogenic potential of primary human AML cells. Its knockdown results in accumulation of the cyclin-dependent kinase inhibitors CDKN1A and CDKN1B, G1 cell cycle arrest and apoptosis. Both CDKN1A accumulation and apoptosis were partially dependent upon activation of the mTOR pathway. Critically, however, PIP4K2A knockdown in normal hematopoietic stem and progenitor cells, both murine and human, did not adversely impact either clonogenic or multilineage differentiation potential, indicating a selective dependency which we suggest may be the consequence of the regulation of different transcriptional programmes in normal versus malignant cells. Thus, PIP4K2A is a novel candidate therapeutic target in myeloid malignancy. AIM: to determine the transcriptional consequences of Pip4ka knockdown in murine normal and leukaemic bone marrow stem and progenitor cells. KIT+ stem and progenitor cells were immunomagnetically recovered from the bone marrow of two female C57/BL6 mice, pooled and cultured in RPMI with 20% FBS supplemented with SCF 300ng/mL, FL 1ng/mL and IL-11 20ng/mL. Next day these cells were spinfected with lentiviral supernatant (shPip4k2a constructs #1, #2 or a non-targeting control). Likewise, the same viral supernatant was used to spinfect (cryopreserved, thawed and overnight cultured) leukemic blasts recovered from the BM of mice with MLL-AF9 AML (initiated using a retroviral transduction and transplantation approach). Cells were FACS purified for GFP expression (the selectable marker) 48h following lentiviral infection and returned to culture. Seventy-two hours following lentiviral infection control and Pip4k2a KD cells were recovered from culture for mRNA extraction.
Project description:Cytogenetically normal acute myeloid leukemia (CN-AML) represents nearly 50% of human acute myeloid leukemia (AML) cases with a 5-year overall survival of approximately 30%. In CN-AML with poorer prognosis, mutations in the de novo DNA methyltransferase (DNMT3A) and the FMS-like tyrosine kinase 3 (Flt3) commonly co-occur (1-3). We demonstrate that mice with Flt3-internal-tandem duplication (Flt3ITD) and inducible deletion of Dnmt3a spontaneously develop a rapidly-lethal, completely-penetrant, and transplantable AML of normal karyotype. These murine AML retain a single Dnmt3a floxed allele, revealing the oncogenic potential of Dnmt3a haploinsufficiency. FLT3-ITD/DNMT3A-mutant primary human and murine AML demonstrate a similar pattern of global DNA methylation. In the murine model, rescuing DNMT3A expression was accompanied by DNA re-methylation and loss of clonogenic potential, suggesting that Dnmt3a-mutant oncogenic effects are reversible. Differentially methylated genomic regions were associated with changes in the expression of nearby genes. Moreover, dissection of the cellular architecture of the AML model using single-cell RNA-Seq, flow cytometry and colony assays identified clonogenic subpopulations that differentially express genes that are sensitive to the methylation of nearby genomic loci and varied in response to Dnmt3a levels. Thus, Dnmt3a haploinsufficiency transforms Flt3ITD myeloproliferative disease by modulating methylation-sensitive gene expression within a clonogenic AML subpopulation. To identify the gene expression changes associated with Dnmt3a loss of function in human and murine Flt3-ITD and Dnmt3a-mutant AML (Single Cell RNA-Seq).
Project description:Cytogenetically normal acute myeloid leukemia (CN-AML) represents nearly 50% of human acute myeloid leukemia (AML) cases with a 5-year overall survival of approximately 30%. In CN-AML with poorer prognosis, mutations in the de novo DNA methyltransferase (DNMT3A) and the FMS-like tyrosine kinase 3 (Flt3) commonly co-occur (1-3). We demonstrate that mice with Flt3-internal-tandem duplication (Flt3ITD) and inducible deletion of Dnmt3a spontaneously develop a rapidly-lethal, completely-penetrant, and transplantable AML of normal karyotype. These murine AML retain a single Dnmt3a floxed allele, revealing the oncogenic potential of Dnmt3a haploinsufficiency. FLT3-ITD/DNMT3A-mutant primary human and murine AML demonstrate a similar pattern of global DNA methylation. In the murine model, rescuing DNMT3A expression was accompanied by DNA re-methylation and loss of clonogenic potential, suggesting that Dnmt3a-mutant oncogenic effects are reversible. Differentially methylated genomic regions were associated with changes in the expression of nearby genes. Moreover, dissection of the cellular architecture of the AML model using single-cell RNA-Seq, flow cytometry and colony assays identified clonogenic subpopulations that differentially express genes that are sensitive to the methylation of nearby genomic loci and varied in response to Dnmt3a levels. Thus, Dnmt3a haploinsufficiency transforms Flt3ITD myeloproliferative disease by modulating methylation-sensitive gene expression within a clonogenic AML subpopulation. To identify the gene expression changes associated with Dnmt3a loss of function in human and murine Flt3-ITD and Dnmt3a-mutant AML (Bulk RNA-Seq).
Project description:Many cancers are organized as cellular hierarchies sustained by cancer stem cells (CSC), whose eradication is crucial for achieving long-term remission. Difficulties to isolate and undertake in vitro and in vivo experimental studies of rare CSC under conditions that preserve their original properties currently constitute a bottleneck for identifying molecular mechanisms involving coding and non-coding genomic regions that govern stemness. We focussed on acute myeloid leukemia (AML) as a paradigm of the CSC model and developed a patient-derived system termed OCI-AML22 that recapitulates the cellular hierarchy driven by leukemia stem cells (LSC). Through classical flow sorting and functional analyses, we established that a single phenotypic population is highly enriched for LSC. The LSC fraction can be easily isolated and serially expanded in culture or in xenografts while faithfully recapitulating functional, transcriptional and epigenetic features of primary LSCs. A novel non-coding regulatory element was identified with a new computational approach using functionally validated primary AML LSC fractions and its role in LSC stemness validated through efficient CRISPR editing using methods optimized for OCI-AML22 LSC. Collectively, OCI-AML22 constitutes a valuable resource to uncover mechanisms governing CSC driven malignancies.
Project description:Many cancers are organized as cellular hierarchies sustained by cancer stem cells (CSC), whose eradication is crucial for achieving long-term remission. Difficulties to isolate and undertake in vitro and in vivo experimental studies of rare CSC under conditions that preserve their original properties currently constitute a bottleneck for identifying molecular mechanisms involving coding and non-coding genomic regions that govern stemness. We focussed on acute myeloid leukemia (AML) as a paradigm of the CSC model and developed a patient-derived system termed OCI-AML22 that recapitulates the cellular hierarchy driven by leukemia stem cells (LSC). Through classical flow sorting and functional analyses, we established that a single phenotypic population is highly enriched for LSC. The LSC fraction can be easily isolated and serially expanded in culture or in xenografts while faithfully recapitulating functional, transcriptional and epigenetic features of primary LSCs. A novel non-coding regulatory element was identified with a new computational approach using functionally validated primary AML LSC fractions and its role in LSC stemness validated through efficient CRISPR editing using methods optimized for OCI-AML22 LSC. Collectively, OCI-AML22 constitutes a valuable resource to uncover mechanisms governing CSC driven malignancies.
Project description:Many cancers are organized as cellular hierarchies sustained by cancer stem cells (CSC), whose eradication is crucial for achieving long-term remission. Difficulties to isolate and undertake in vitro and in vivo experimental studies of rare CSC under conditions that preserve their original properties currently constitute a bottleneck for identifying molecular mechanisms involving coding and non-coding genomic regions that govern stemness. We focussed on acute myeloid leukemia (AML) as a paradigm of the CSC model and developed a patient-derived system termed OCI-AML22 that recapitulates the cellular hierarchy driven by leukemia stem cells (LSC). Through classical flow sorting and functional analyses, we established that a single phenotypic population is highly enriched for LSC. The LSC fraction can be easily isolated and serially expanded in culture or in xenografts while faithfully recapitulating functional, transcriptional and epigenetic features of primary LSCs. A novel non-coding regulatory element was identified with a new computational approach using functionally validated primary AML LSC fractions and its role in LSC stemness validated through efficient CRISPR editing using methods optimized for OCI-AML22 LSC. Collectively, OCI-AML22 constitutes a valuable resource to uncover mechanisms governing CSC driven malignancies.
Project description:AML is a prevalent hematologic neoplasms disease. Around 13% AML patients harbor somatic mutations in cohesin complex genes. We performed IP-MS and detected SMC3-interacting proteins in OCI-AML3 cells.