Comparison of gene expression in megakaryocytes derived from primary myelofibrosis or healthy individuals
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE84638 | GEO | 2017/02/10
SECONDARY ACCESSION(S): PRJNA330712
REPOSITORIES: GEO
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Project description:Primary myelofibrosis (PMF) is a myeloproliferative neoplasm prone to leukemic transformation, for which limited treatment is available. Amongst individuals diagnosed with PMF, the most prevalent mutation is the JAK2V617F somatic point mutation that activates the Janus kinase 2 (JAK2) enzyme. Our earlier reports on hyperactivity of β1 integrin and enhanced adhesion activity of the α2β1 complex in JAK2V617F megakaryocytes (MKs) led us to examine the new hypothesis that this mutation leads to post-translational modification via changes in glycosylation. Samples were derived from immunoprecipitation of MKs obtained from Vav1-hJAK2V617F and wild type mice. Immunoprecipitated fractions were separated by SDS-PAGE and analyzed using LC-MS/MS techniques in a bottom-up glycoproteomics workflow. In the immunoprecipitate, glycopeptiforms corresponding to 11 out of the 12 potential N-glycosylation sites of integrin β1, and to all nine potential glycosylation sites of integrin α2, were observed. Glycopeptiforms were compared across WT and JAK2V617F phenotypes for both integrins. The overall trend observed is that JAK2V617F mutation in PMF MKs leads to changes in β1 glycosylation; in most cases, it results in an increase in the integrated area of glycopeptiforms. We also observed that, in mutated MKs, changes in integrin α2 glycosylation were more substantial than those observed for integrin β1 glycosylation, a finding that suggests that altered integrin α2 glycosylation may also affect activation. Additionally, the identification of proteins associated to the cytoskeleton that were co-immunoprecipitated with integrins α2 and β1 demonstrated the potential of the methodology employed in this study to provide some insight, at the peptide level, into the consequences of integrin activation in MKs. The extensive and detailed glycosylation patterns we uncovered provide a basis for future functional studies of each site in control cells as compared to JAK2V617F mutated cells.
2022-02-22 | PXD030550 | Pride
Project description:Myelofibrosis is a severe myeloproliferative neoplasm characterised by increased numbers of abnormal bone marrow megakaryocytes that induce fibrosis, destroying the hematopoietic microenvironment. To determine the cellular and molecular basis for aberrant megakaryopoiesis in myelofibrosis, we performed single-cell transcriptome profiling of 135,929 CD34+Lineage- hematopoietic stem/progenitor cells (HSPCs), single-cell proteomics, genomics and functional assays. We identified a bias towards megakaryocyte differentiation apparent from early multipotent stem cells in myelofibrosis and associated aberrant molecular signatures. A sub-fraction of myelofibrosis megakaryocyte progenitors (MkP) were transcriptionally similar to healthy-donor MkP but the majority were disease-specific, with distinct populations expressing fibrosis- and proliferation-associated genes. Mutant-clone HSPCs showed increased expression of megakaryocyte-associated genes compared to wild-type HSPCs, and we provide early validation of G6B as a potential immunotherapy target. Our study paves the way for selective targeting of the myelofibrosis clone and illustrates the power of single-cell multi-omics to discover tumor-specific therapeutic targets and mediators of tissue fibrosis.
2020-05-07 | GSE144568 | GEO
Project description:Myelofibrosis is a severe myeloproliferative neoplasm characterised by increased numbers of abnormal bone marrow megakaryocytes that induce progressive fibrosis, destroying the hematopoietic microenvironment. To determine the cellular and molecular basis for aberrant megakaryopoiesis in myelofibrosis, we performed high-throughput single-cell transcriptome profiling of 50,702 hematopoietic stem/progenitor cells (HSPCs), and single-cell proteomics, genomics and functional assays. We identified an aberrant pathway for direct megakaryocyte differentiation from the earliest stages of hematopoiesis in myelofibrosis and associated aberrant molecular signatures, including surface antigens selectively expressed by JAK2-mutant HSPCs. Myelofibrosis megakaryocyte progenitors were heterogeneous, with distinct expression of fibrosis and proliferation-associated genes and putative therapy targets. We validated the integrin G6B as a promising JAK2-mutant clone-specific surface antigen, warranting further development as an immunotherapeutic target. Our study paves the way for selective immunotherapeutic targeting in myelofibrosis and more broadly illustrates the power of single-cell multi-omics to discover tumor-specific therapeutic targets and mediators of tissue fibrosis.
2020-06-30 | GSE131593 | GEO
Project description:Myelofibrosis (MF) is a disease associated with high unmet medical needs since allogeneic stem cell transplantation is not an option for most patients and JAK inhibitors are generally effective for only 2-3 years and do not delay disease progression. MF is characterized by the presence of dysplastic megakaryocytic hyperplasia and progression to fulminant disease, which is associated with progressively increasing marrow fibrosis. Despite evidence of an inflammatory milieu in MF that contributes to disease progression, the specific factors that promote megakaryocyte growth are poorly understood. Here, we analyzed changes in the cytokine profiles of MF mouse models before and after development of fibrosis coupled with analysis of bone marrow populations by scRNA-seq. We found high IL-13 levels in the bone marrow of MF mice. IL-13 promoted the growth of mutant megakaryocytes and induced the surface expression of TGF- and collagen biosynthesis. Analysis of samples from patients with myelofibrosis similarly revealed elevated levels of IL-13 in plasma and increased IL-13 receptor expression by marrow megakaryocytes. In vivo, IL-13 overexpression promoted disease progression while reducing IL-13/IL-4 signaling reduced several features of the disease including fibrosis. Lastly, we found an increase in the numbers of marrow T cells and mast cells, which are known sources of IL-13. Together, our data demonstrate that IL-13 is involved in disease progression in MF and that inhibition of the IL-13/IL-4 signaling pathway might serve as a novel therapeutic target to treat MF.
2022-07-10 | GSE207691 | GEO
Project description:Megakaryocytes are bone marrow (BM) resident cells that derive from hematopoietic stem cells. A pivotal function of megakaryocytes is the generation of platelets through the release of long protrusions called proplatelets into sinusoidal vessels. single-cell RNA-sequencing on murine BM megakaryocytes has previously revealed transcriptional heterogeneity with segmentation into four distinct categories. These studies postulated functions beyond platelet production with evidence for immunoregulatory and stem cell niche supporting subtypes, as well as a cycling population. The spatial context and transcriptional heterogeneity of megakaryocytes is of great interest as localization of for instance the vasculature is a necessity for platelet production. For single-cell RNA sequencing this spatial orientation is however lost due to the dissociation of tissues. Recent technological advances have enabled the interrogation of gene expression profiles of tissues in situ. This enables the integration of morphological, situational and transcriptional information to classify cells in the context of their microenvironment. In the following we present, for the first time, the application of this technology to BM megakaryocytes at a single cell level.
2023-04-27 | GSE224838 | GEO
Project description:Megakaryocytes and erythroblasts derive from the same progenitor cell type but carry out very different functions. In order to understand how the different functional phenotypes arise we have characterised the epigenetic landscape of these cells.
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Project description:Cells obtained from adipose tissue are able to differentiate into megakaryocytes. We compared the gene expression profile of human adipose tissue derived megakaryocytes with that of megakaryocytes differentiated from human CD34 positive cord blood hematopoietic stem cells.
2021-04-05 | GSE112820 | GEO
Project description:Adult and fetal megakaryocytes are morphologically different. These differences contribute to neonatal thrombocytopenia in premature neonates and in neonates after infection and also contribute to poor megakaryocytes engraftment after umbilical cord blood transplant. We found that Dyrk1a kinase inhibition shift the fetal megakaryocytes phenotype toward adult phenotype. This effect is mediated by MKL1 the master regulator of megakaryocytes morphogenesis. To identify differences between adult and fetal megakaryocytes we performed RNA seq of adult derived megakaryocytes and fetal derived megakaryocytes treated and untreated with Dyrk inhibitors. Through this approach we identified cohorts of genes co-regulated in adult megakaryocytes and fetal megakaryocytes treated with the dyrk inhibitors. More importantly, we found that the dyrk inhibition in fetal megakaryocytes leads to upregulation of a significant number of MKL1 target genes.
2022-05-29 | GSE204909 | GEO
Project description:Adult and fetal megakaryocytes are morphologically different. These differences contribute to neonatal thrombocytopenia in premature neonates and in neonates after infection and also contribute to poor megakaryocytes engrafment after umbilical cord blood transplant. We found that Dyrk1a kinase inhibition shift the fetal megakaryocytes phenotype toward adult phenotype. This effect is mediated by MKL1 the master regulator of megakaryocytes morphogenesis. To identify deferences between adult and fetal megakaryocytes we performed RNA seq of adult derived megakaryocytes and fetal derived megakaryocytes treated and untreated with Dyrk inhibitors. Through this approach we identified cohorts of genes co-regulated in adult megakaryocytes and fetal megakaryoctes treated with the dyrk inhibitors. More importantly, we found that the dyrk inhibition in fetal megakaryocytes leads to upregulation of a significant number of MKL1 target genes.
2022-08-30 | GSE195671 | GEO
Project description:Patient samples were analysed for the presence of genomic aberrations prior to ABMT and following relapse, in case it occurred, in patients with primary myelofibrosis.
2020-11-29 | E-MTAB-9110 | biostudies-arrayexpress