Gene expression profile at single cell level of LMPP (lymphoid-primed multipotent progenitor) cells from CP-CML and BC-CML patients.
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ABSTRACT:
PROVIDER: PRJNA1154963 | ENA |
REPOSITORIES: ENA
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Project description:LMPPs comprise of heterogeneous populations which are progenitors of lymphocytes and myeloid cells. We aim to identify the difference of distribution of the diverse populations from CP-CML versus BC-CML patients.
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Project description:To gain insight into how miR-142 deficit drives a BC-like transformation, we performed RNA-seq on bone marrow (BM) Lin-Sca-1+c-Kit+ cells (LSKs) harvested from normal miR-142+/+ (wt) and miR-142−/− (miR-142 KO) mice, as well as from leukemic miR-142+/+ BCR-ABL (CP CML) and miR-142−/− BCR-ABL (BC CML) mice, two weeks after BCR-ABL induction. We then performed gene expression profiling analysis using data obtained from RNA-seq of 24 samples of LSK cells from 4 mouse strains (KO vs WT, KO CML vs CML).
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Project description:We observed that T cells from patients with blast crisis (BC) chronic myeloid leukemia (CML) lacked miR-142 and were fewer and exhausted compared with those from patients with chronic phase (CP) CML. Accordingly, the BC Mir142−/−BCR/ABL mouse also presented with T lymphopenia compared with the CP Mir142+/+BCR/ABL mouse. The miR-142 deficit impaired thymic differentiation of lymphoid-primed multipotent progenitors (LMPP) into mature T cells and redirected them toward myeloid lineage. The fewer mature T cells that emerged from LMPP differentiation in the BC mouse were enriched with exhausted T effectors. Leukemic blasts-secreted inflammatory cytokines (i.e., IL-6) mediated the miR-142 deficit, which in turn prevented the metabolic reprogramming that allows activated T cells to thrive and expand and promoted expression of the exhaustion marker PD-1. Thus, loss of miR-142 expression ultimately resulted in BC immune escape and disease growth. In fact, immunodeficient mice transplanted with BC CML LSKs and miR-142 KO T cells had shorter survival than those transplanted with BC CML LSKs and miR-142 wild-type T cells. Conversely, BC patient-derived xenograft (PDX) mice receiving autologous T cells and synthetic miR-142 mimic lived longer than those receiving autologous T cells and scramble RNA. Combination of tyrosine kinase inhibitors (TKI) plus synthetic miR-142 and/or PD-1 antibody induced a prolonged survival compared to TKI alone, suggesting that harnessing the host immune system with synthetic miR-142 may provide a novel therapeutic approach for BC CML.
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Project description:We report the gene expression profiling of mouse BC CML model which were knockdown with either shControl or shAMD1 constructs. By obtaining RNA from primary BC CML cells from those mice (n: 3 for each shRNA),we find that thousands gene were dysregulated by AMD1 knockdown.
2020-11-10 | GSE122812 | GEO
Project description:Chronic myeloid leukemia (CML) may transform from a chronic phase (CP) into blast crisis (BC), which is often incurable. Herein, we report that miR-142 deficit acquired by T lymphocytes contributes to BC transformation by promoting immune escape. We observe that T cells of BC patients lack miR-142 and are fewer and exhausted compared with CP patients. Similarly, BC miR-142−/−/BCR/ABL+/+ mouse presents with T lymphopenia compared with the CP miR-142+/+/BCR/ABL+/+ mouse. In the BC mouse, miR-142 deficit impairs thymic differentiation of lymphoid-primed multipotent progenitors (LMPP) into mature T cells and redirects them toward myeloid lineage. The fewer mature T cells in the BC mouse are enriched with exhausted T effectors. MiR-142 deficit, driven by leukemic blasts-secreted inflammatory cytokines (i.e., IL-6), induces T cell hypofunction by preventing the metabolic reprogramming that allows activated T cells to thrive and expand. This ultimately results in an increase in T cell spontaneous apoptosis and BC immune escape. In fact, NSG mice transplanted with BC CML LSKs and miR-142 KO T cells had shorter survival than mice transplanted with BC CML LSKs and miR-142 wild-typewt T cells. Conversely, BC patient-derived xenograft (PDX) mice receiving autologous T cells and synthetic miR-142 lived longer than those receiving autologous T cells and scramble RNA. Combination of tyrosine kinase inhibitors (TKI) plus synthetic miR-142 and/or PD-1 antibody induced a prolonged survival compared to TKI alone, suggesting that harnessing the host immune system with synthetic miR-142 and immunocheckpoint inhibitors along with BCR/ABL inhibition may provide novel therapeutic opportunities.
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Project description:A comparison of global gene expression between rigorously defined stem and progenitor cells from patients with chronic myeloid leukaemia (CML) in chronic (CP), accelerated (AP) and blastic (BC) phase and similar populations isolated from normal volunteers. Cryopreserved CD34+ enriched cell populations obtained from patients with CML in CP, AP or BC at diagnosis prior to treatment -- or from normal volunteers -- were thawed and flow sorted into rigorously defined sub-populations (HSC, MPP, CMP, GMP and MEP -- using surface phenotype as described below). Total RNA was obtained and global gene expression measured following hybridisation to Affymetrix HuGene-1_0-st-v1 gene-chips. In total, 3 normal patient samples were compared with 6 CP, 4 AP and 2 BC samples. HSC, CMP, GMP and MEP populations were obtained from all specimens, MPP populations were obtained from normal, AP and BC specimens but not CP specimens.
2013-09-06 | E-GEOD-47927 | biostudies-arrayexpress
Project description:MiR-142 is dynamically expressed and plays a regulatory role in hematopoiesis. Based on the simple observation that miR-142 levels are significantly lower in CD34+CD38- cells from blast crisis (BC) chronic myeloid leukemia (CML). CML patients compared with chronic phase (CP) CML patients (p=0.002), we hypothesized that miR-142 deficit plays a role in BC transformation. To test this hypothesis, we generated a miR-142 KO BCR-ABL (i.e., miR-142−/−BCR-ABL) mouse by crossing a miR-142−/− mouse with a miR-142+/+BCR-ABL mouse. While the miR-142+/+BCR-ABL mice developed and died of CP CML, the miR-142−/−BCR-ABL mice developed a BC-like phenotype in the absence of any other acquired gene mutations and died significantly sooner than miR-142+/+BCR-ABL CP controls (p=0.001). Leukemic stem cell (LSC)-enriched Lineage-Sca-1+c-Kit+ cells (LSKs) from diseased miR-142−/−BCR-ABL mice transplanted into congenic recipients, recapitulated the BC features thereby suggesting stable transformation of CP-LSCs into BC-LSCs in the miR-142 KO CML mouse. Single cell (sc) RNA-seq profiling showed that miR-142 deficit changed the cellular landscape of the miR-142−/−BCR-ABL LSKs compared with miR-142+/+BCR-ABL LSKs with expansion of myeloid-primed and loss of lymphoid-primed factions. Bulk RNA-seq analyses along with unbiased metabolomic profiling and functional metabolic assays demonstrated enhanced fatty acid β-oxidation (FAO) and oxidative phosphorylation (OxPhos) in miR-142−/−BCR-ABL LSKs vs miR-142+/+BCR-ABL LSKs. MiR-142 deficit enhanced FAO in miR-142−/−BCR-ABL LSKs by increasing the expression of CPT1A and CPT1B, that controls the cytosol-to-mitochondrial acyl-carnitine transport, a critical step in FAO. MiR-142 deficit also enhanced OxPhos in miR-142−/−BCR-ABL LSKs by increasing mitochondrial fusion and activity. As the homeostasis and activity of LSCs depend on higher levels of these oxidative metabolism processes, we then postulate that miR-142 deficit is a potentially druggable target for BC-LSCs. To this end, we developed a novel CpG-miR-142 mimic oligonucleotide (ODN; i.e., CpG-M-miR-142) that corrected the miR-142 deficit and alone or in combination with a tyrosine kinase inhibitor (TKI) significantly reduced LSC burden and prolonged survival of miR-142−/−BCR-ABL mice. The results from murine models were validated in BC CD34+CD38- primary blasts and patient-derived xenografts (PDXs). In conclusion, an acquired miR-142 deficit sufficed in transforming CP-LSCs into BC-LSCs, via enhancement of bioenergetic oxidative metabolism in absence of any additional gene mutations, and likely represent a novel therapeutic target in BC CML.
2023-01-13 | ST002446 | MetabolomicsWorkbench
Project description:A comparison of global gene expression between rigorously defined stem and progenitor cells from patients with chronic myeloid leukaemia (CML) in chronic (CP), accelerated (AP) and blastic (BC) phase and similar populations isolated from normal volunteers.
2013-09-06 | GSE47927 | GEO
Project description:Little is known about the impact of DNA methylation on the evolution/progression of chronic myeloid leukemia (CML). We investigated the methylome of CML patients in chronic phase (CP-CML), accelerated phase (AP-CML) and blast crisis (BC-CML) as well as in controls by reduced representation bisulfite sequencing. While only ~600 differentially methylated CpG sites were identified in samples obtained from CP-CML patients compared to controls, ~6,500 differentially methylated CpG sites were found in cells from BC-CML patients. In the majority of affected CpG sites methylation was increased. In CP-CML patients who progressed to AP-CML/BC-CML, we identified up to 897 genes which were methylated at the time of progression but not at the time of diagnosis. Using RNA-sequencing, we observed downregulated expression of many of these genes in BC-CML compared to CP-CML-derived cells. Several of them are well-known tumor suppressor genes or regulators of cell proliferation. 5-aza-2 -deoxycytidine treatment of CML cells resulted in gene re-expression and in a dose-dependent cell growth reduction. Single nucleotide variants of certain epigenetic modifiers during CML progression were not found. Together, our results demonstrate that methylation changes occur frequently during CML progression and may provide a useful basis for revealing new targets of therapy in advanced CML.
2016-08-01 | E-MTAB-4333 | biostudies-arrayexpress