MiR-543 regulates the epigenetic landscape of myelofibrosis by targeting TET1 and TET2 [miRNA]
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ABSTRACT:
ORGANISM(S): synthetic construct Homo sapiens
PROVIDER: GSE142239 | GEO | 2019/12/18
REPOSITORIES: GEO
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Project description:Myelofibrosis (MF) is a hematopoietic stem cell disorder belonging to the myeloproliferative neoplasms. MF patients frequently carry driver mutations in JAK2 and Calreticulin (CALR) and have limited therapeutic options. Here, we integrate ex vivo drug response and proteotype analyses across MF patient cohorts to discover targetable vulnerabilities and associated therapeutic strategies. Drug sensitivities of mutated and progenitor cells were measured in patient blood using high-content imaging and single-cell deep learning-based analyses. Integration with matched molecular profiling revealed three therapeutic vulnerabilities. First, CALR mutations drive BET and HDAC inhibitor sensitivity, particularly in the absence of high MAPK-Ras pathway protein levels. Second, an MCM complex-high proliferative signature corresponds to advanced disease and sensitivity to drugs targeting pro-survival signaling and DNA replication. Third, homozygous CALR mutations result in high ER stress, responding to ER stressors and UPR inhibition. Overall, our integrated analyses provide a molecularly-motivated roadmap for individualized MF patient treatment.
2023-10-12 | PXD036075 | Pride
Project description:Primary myelofibrosis (PMF) together with polycythemia vera (PV) and essential thrombocythemia (ET) belongs to the classic Philadelphia-negative myeloproliferative neoplasms (MPNs). PV and ET can evolve to secondary myelofibrosis (SMF) giving rise to post-PV (PPV) and post-ET (PET) myelofibrosis (MF). PMF and SMF patients are currently managed in the same way and prediction of survival is based on the same prognostic models, even if it has been demonstrated that they can’t accurately distinguish different risk categories in SMF. In the last few years interest grew concerning the ability of gene expression profiling (GEP) to provide valuable prognostic information for clinical decision making. To construct a molecular signature that can predict survival according to gene expression we studied GEP of granulocytes from 114 MF patients, including 35 prefibrotic/early PMF (Pre-PMF), 37 overt PMF (Overt-PMF), 26 PET and 16 PPV, using microarray platform.
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Project description:Myelofibrosis (MF) is a progressive, bone marrow (BM) malignancy associated with monocytosis, and is believed to promote the pathological remodelling of the extracellular matrix. Here, we show that the pathologic grading of MF was associated with inflammatory gene expression in primary patient samples.
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Project description:Myelofibrosis (MF) is a progressive, bone marrow (BM) malignancy associated with monocytosis, and is believed to promote the pathological remodelling of the extracellular matrix. Here, we show that the pathologic grading of MF was associated with inflammatory gene expression in primary patient samples.
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Project description:Myelofibrosis (MF) is a deadly blood neoplasia that presents the worst prognosis among myeloproliferative neoplasms (MPN). Expression of CDK6 is significantly elevated in MPN/MF hematopoietic progenitor cells. In this study, we investigated the efficacy of CDK4/6 inhibitor Palbociclib alone or in combination with Ruxolitinib in Jak2V617F and MPLW515L murine models of MF. Treatment of Palbociclib alone significantly reduced leukocytosis, splenomegaly and inhibited bone marrow fibrosis in Jak2V617F and MPLW515L mouse models of MF. Combined treatment of Palbociclib and Ruxolitinib resulted in normalization of peripheral blood leukocyte counts, marked reduction of spleen size and abrogation of bone marrow fibrosis in murine models of MF. Mechanistically, we show that Palbociclib treatment or depletion of CDK6 inhibits Aurora kinase, NF-κB and TGF-β signaling pathways in Jak2V617F mutant hematopoietic cells. Overall, our data suggest that Palbociclib in combination with Ruxolitinib may have therapeutic potential for treatment of MF.
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Project description:Myelofibrosis (MF) is a myeloproliferative neoplasm characterized by cytopenia and extramedullary hematopoiesis, resulting in splenomegaly. Multiple pathological mechanisms (e.g., circulating cytokines and genetic alterations, such as JAKV617F mutation) have been implicated in the etiology of MF, but the molecular mechanism causing resistance to JAK2V617F inhibitor therapy remains unknown. Among MF patients who were treated with the JAK inhibitor ruxolitinib, we compared noncoding RNA profiles of ruxolitinib therapy responders versus nonresponders and found miR-543 was significantly upregulated in nonresponders. We validated these findings by reverse transcription-quantitative PCR. in this same cohort, in 2 additional independent MF patient cohorts from the United States and Romania, and in a JAK2V617F mouse model of MF. Both in vitro and in vivo models were used to determine the underlying molecular mechanism of miR-543 in MF. Here, we demonstrate that miR-543 targets the dioxygenases ten-eleven translocation 1 (TET1) and 2 (TET2) in patients and in vitro, causing increased levels of global 5-methylcytosine, while decreasing the acetylation of histone 3, STAT3, and tumor protein p53. Mechanistically, we found that activation of STAT3 by JAKs epigenetically controls miR-543 expression via binding the promoter region of miR-543. Furthermore, miR-543 upregulation promotes the expression of genes related to drug metabolism, including CYP3A4, which is involved in ruxolitinib metabolism. Our findings suggest miR-543 as a potentially novel biomarker for the prognosis of MF patients with a high risk of treatment resistance and as a potentially new target for the development of new treatment options.
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Project description:In this study we have interrogated the DNA methylome of myelofibrosis (MF) patients using high-density DNA methylation arrays. Interestingly, primary and secondary MF showed no differences in DNA methylation profiles, whereas a total of 35,238 differentially methylated CpGs (DMC) corresponding to 10,904 genes were detected between MF patients and healthy controls. Remarkably, the majority of DMCs were located outside gene promoter regions and significantly associated with enhancer regions. This enhancer aberrant hypermethylation showed a negative correlation with the expression of 27 genes in the MF patient cohort. Of these, we focused on ZFP36L1 gene and validated its decreased expression and enhancer DNA hypermethylation in an independent cohort of MF patients and myeloid cell-lines. In vitro reporter assay and 5’ azacitidine treatment confirmed the functional relevance of the intronic-enhancer hypermethylation of ZFP36L1. Finally, in vitro rescue of ZFP36L1 expression had an impact in cell proliferation and induced apoptosis in SET-2 cell line indicating a possible role of ZFP36L1 as a tumor suppressor gene in MF. Overall, we describe for the first time the MF DNA methylation profile, showing enhancer DNA hypermethylation as a potential functional mechanism playing an important role in silencing of a tumor suppressor gene in this disease.
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Project description:MiR-543 regulates the epigenetic landscape of myelofibrosis by targeting TET1 and TET2 [miRNA]
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Project description:The vascular lining cells in the human spleens include littoral cells (LCs) and other splenic vascular endothelial cells (SVECs). LCs that comprise about 30 percent of the splenic red pulp are specialzed endothelial cells distinct from SVECs. They line the splenic sinusoids and function as the filters and scavengers for senescent or altered red blood cells. Patients with advanced forms of myelofibrosis (MF) often develope extramedullary hematopoiesis in the spleen.Vascular lining cells within MF spleens are thought to serve as a supportive microenvironment for MF hematopoietic cells. In this study we isolated MF and normal LCs and SVECs from human spleens using immunostaining and flow cytometric sorting and used microarrays to analyze the underling mechanism of LCs' unique functions that distinguish them from SVECs, and the properties of MF LCs and SVECs and their contributions to the microenvironment of MF spleens.
2018-05-30 | GSE106532 | GEO
Project description:Myelofibrosis (MF) is a myeloproliferative neoplasm driven by mutations that impact the JAK/STAT signaling in blood cells, eventually causing fibrosis, splenomegaly, and reduced lifespan. To better understand MF, we performed scRNAseq profiling of collagenase-digested bone marrow biopsy samples to identify disrupted cellular pathways for potential treatment. Comparative analysis of 9 MF samples vs. 7 normal controls vs. 4 MF patients after allogeneic transplant showed striking differences in cell type composition and transcriptional profiles. Of note, Compositional comparisons identified the non-hematopoietic stromal cell fraction as harboring the biggest differences with, surprisingly, a proportional relative depletion of mesenchymal stromal cells (MSCs) and enrichment of endothelial cells (ECs) in MF vs. normal controls. Concomitant transcriptional differences were observed between MSCs recovered from MF vs. normal control sample, characterised by reduced expression of hematopoietic support factor genes (eg, KITLG, CXCL12, ANGPTL2, NCAM2, CSF1) and increased expression of extracellular matrix (ECM) genes (eg, FN1, COL1A2, COL3A1, DCN, SPARC), features which suggest an explanation for the increased frequency of graft failure following allograft in MF versus other hematologic malignancies. Single-Cell rEgulatory Network Inference and Clustering (SCENIC) indicated transcription factors with either increased (eg, NR2F2, RUNX2, FOXP2) or decreased (eg, CEBPA, FOXC1, and PPARG) transcriptional activity as candidate master transcriptional regulators of the observed MSC reprogramming in MF. Within the hematopoietic fraction, and agnostic of JAK inhibitor treatment status, comparison of MF vs. control cells unexpectedly revealed significant upregulation of interferon response genes, especially in CD14+ monocytes, but also in neutrophils and their progenitors, centred on expression of interferon-stimulated gene factor 3 (ISGF3) genes IRF9 and STAT1/2. Comparison of MF samples according to ruxolitinib treatment status indicated that ruxolitinib induced downregulation of an NFκB-centered inflammatory program, particularly in neutrophils. Finally, ligand-receptor analysis using NicheNet identified TGFB1, IL1B, and TNF as top predicted ligands for induction of the MF signature in MSCs. While myeloid cells were top producers of these factors, their expression did not vary between MF vs. controls, suggesting other mechanisms, such as prolonged retention of ligand in the ECM, are important. In summary, our comparative scRNA analysis of BM cells from MF patients and controls – the largest reported to date – reveals (i) transcriptional reprogramming of MSCs leading to reduced expression of hematopoietic support factor and increased expression of ECM genes; and (ii) increased expression of interferon and NFkB inflammatory pathways in myeloid cells.
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