Bulk RNA-seq analysis of primary CML CD34+ cells (n=3) treated with idasanutlin alone or in combination with nilotinib in vitro
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA902695 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR22319618_1.fastq.gz | Fastqsanger.gz | |||
| SRR22319618_2.fastq.gz | Fastqsanger.gz | |||
| SRR22319619_1.fastq.gz | Fastqsanger.gz | |||
| SRR22319619_2.fastq.gz | Fastqsanger.gz | |||
| SRR22319620_1.fastq.gz | Fastqsanger.gz |
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Project description:Chronic myeloid leukaemia (CML) is a clonal haemopoietic stem cell (HSC) disorder associated with the BCR-ABL oncogene, which encodes a constitutively active tyrosine kinase. We have demonstrated the existence of CML HSC which are resistant to the tyrosine kinase inhibitors (TKI). We have hypothesised that CML stem cells are dependent on key survival pathways that are induced by TKI treatment. In order to elucidate these key survival pathways, we have investigated the transcriptional differences between CML stem/progenitor cells (CD34+38-) treated with TKIs (imatinib, dasatinib and nilotinib) at different time points (8 hours and 7 days, in the absence of growth factors) and by carrying out RNA profiling for the different populations. CD34+38- cells were isolated from chronic phase patient samples. >100ng of total RNA was amplified prior to analysis that was carried out with Affymetrix Human Gene 1.0 ST array.
2018-01-20 | E-MTAB-2594 | biostudies-arrayexpress
Project description:Imatinib, as the first-line agent of chronic myeloid leukemia (CML), is ineffective in eradicating CML stem/progenitor cells, thus unable to prevent late relapse. Here we present data indicating that fenretinide preferentially targets CD34+ CML cells and enhances the efficacy of imatinib in CML. As tested by colony forming cell assays, both number and size of total colonies derived from CD34+ CML cells were significantly reduced by fenretinide, and by combining fenretinide with imatinib. In particular, colonies derived from erythroid progenitors and those derived from more primitive pluripotent progenitor cells were highly sensitive to fenretinide/fenretinide plus immtinib. Further data showed that fenretinide was able to induce apoptosis in CD34+ CML cells which were refractory to imatinib. Through transcriptome analysis and followed by molecular validation, we further showed that apoptosis induced by fenretinide in CD34+ CML cells was mediated by complex mechanisms of stress responses, probably triggered by elevated levels of intracellular reactive oxygen species. Thus, fenretinide combines with imatinib may represent a new strategy for the treatment of CML, in which fenretinide targets primitive CD34+ CML cells whereas imatinib targets leukemic blasts. This strategy may eventually reduce the risk of relapse and probably resistant as well in CML patients.
2009-12-01 | GSE17480 | GEO
Project description:BACKGROUND: BCR-ABL1+ chronic myeloid leukemia (CML) is characterized by abnormal production of leukemic stem (LSC) and progenitor cells and their spread from the bone marrow into the blood resulting in extramedullary myeloproliferation. So far, little is known about specific markers and functions of LSC in CML. METHODS: We examined the phenotype and function of CD34+/CD38─/Lin─ CML LSC by a multi-parameter screen approach employing antibody-phenotyping, mRNA expression profiling, and functional studies, including LSC repopulation experiments in irradiated NOD-SCID-IL-2Rgamma-/- (NSG) mice, followed by marker-validation using diverse control-cohorts and follow-up samples of CML patients treated with imatinib. RESULTS: Of all LSC markers examined, dipeptidylpeptidase IV (DPPIV=CD26) was identified as specific and functionally relevant surface marker-enzyme on CD34+/CD38─ CML LSC. CD26 was not detected on normal CD34+/CD38─ stem cells or LSC in other hematopoietic malignancies. The percentage of CD26+ CML LSC decreased to undetectable levels during successful treatment with imatinib in all patients (p<0.001). Whereas the sorted CD26─ stem cells obtained from CML patients engrafted irradiated NSG mice with multilineage BCR-ABL1-negative hematopoiesis, CD26+ LSC engrafted NSG mice with BCR-ABL1+ cells. Functionally, CD26 was identified as target-enzyme disrupting the SDF-1alpha-CXCR4-axis by cleaving SDF-1alpha a chemotaxin for CXCR4+ stem cells. Whereas CD26 was found to inhibit SDF-1alpha-induced migration, CD26-targeting gliptins reverted this effect and blocked the mobilization of CML LSC in a stroma co-culture assay. CONCLUSIONS: CD26 is a robust biomarker of LSC and a useful tool for their quantification and isolation in patients with BCR/ABL1+ CML. Moreover, CD26 expression may explain the extramedullary spread of LSC in CML. To define specific mRNA expression patterns and to identify specific LSC markers in CML LSC, gene array analyses were performed. RNA was isolated from sorted CD34+/CD45+/CD38─ CML LSC, CD34+/CD45+/CD38+ CML progenitor cells, CML MNC, sorted CD34+/CD38─ cord blood (CB) SC, CB-derived CD34+/CD38+ progenitor cells, and CB MNC. Total RNA was extracted from sorted cells using RNeasy Micro-Kit (Qiagen) and used (100 ng total RNA) for Gene Chip analyses. Preparation of terminal-labeled cRNA, hybridization to genome-wide human PrimeView GeneChips (Affymetrix, Santa Clara, CA, USA) and scanning of arrays were carried out according to the manufacturer's protocols (https://www.affymetrix.com). Robust Multichip Average (RMA) signal extraction and normalization were performed according to http://www.bioconductor.org/ as described.18 Differences in mRNA expression levels (from multiple paired samples) were calculated as mRNA ratio of i) CML LSC versus CB SC, ii) CML LSC versus CD34+/CD38+ CML progenitors, and normal cord blood SC versus cord blood progenitors. To calculate differential gene expression between individual sample groups where appropriate, we performed a statistical comparison using the LIMMA package as described previously. Briefly, LIMMA estimates the fold change between predefined sample groups by fitting a linear model and using an empirical Bayes method to moderate the standard errors of the estimated log-fold changes for each probe set.
2014-04-17 | E-GEOD-40721 | biostudies-arrayexpress
Project description:In our previous study, the roles of zinc finger protein X-linked (ZFX) in CML cells were revealed. We showed that ZFX expression was significantly higher in CML CD34+ cells than in control cells. Overexpression and gene silencing experiments indicated that ZFX promoted the in vitro growth of CML cells, conferred imatinib mesylate (IM) resistance to these cells, and enhanced BCR/ABL-induced malignant transformation. To obtain molecular insights of how ZFX modulates the growth and imatinib response of CML stem and progenitor cells, we generated microarray data comparing ZFX silenced CML CD34+ cells with control (Scramble) cells.
2023-11-13 | GSE241116 | GEO
Project description:BACKGROUND: BCR-ABL1+ chronic myeloid leukemia (CML) is characterized by abnormal production of leukemic stem (LSC) and progenitor cells and their spread from the bone marrow into the blood resulting in extramedullary myeloproliferation. So far, little is known about specific markers and functions of LSC in CML. METHODS: We examined the phenotype and function of CD34+/CD38─/Lin─ CML LSC by a multi-parameter screen approach employing antibody-phenotyping, mRNA expression profiling, and functional studies, including LSC repopulation experiments in irradiated NOD-SCID-IL-2Rgamma-/- (NSG) mice, followed by marker-validation using diverse control-cohorts and follow-up samples of CML patients treated with imatinib. RESULTS: Of all LSC markers examined, dipeptidylpeptidase IV (DPPIV=CD26) was identified as specific and functionally relevant surface marker-enzyme on CD34+/CD38─ CML LSC. CD26 was not detected on normal CD34+/CD38─ stem cells or LSC in other hematopoietic malignancies. The percentage of CD26+ CML LSC decreased to undetectable levels during successful treatment with imatinib in all patients (p<0.001). Whereas the sorted CD26─ stem cells obtained from CML patients engrafted irradiated NSG mice with multilineage BCR-ABL1-negative hematopoiesis, CD26+ LSC engrafted NSG mice with BCR-ABL1+ cells. Functionally, CD26 was identified as target-enzyme disrupting the SDF-1alpha-CXCR4-axis by cleaving SDF-1alpha a chemotaxin for CXCR4+ stem cells. Whereas CD26 was found to inhibit SDF-1alpha-induced migration, CD26-targeting gliptins reverted this effect and blocked the mobilization of CML LSC in a stroma co-culture assay. CONCLUSIONS: CD26 is a robust biomarker of LSC and a useful tool for their quantification and isolation in patients with BCR/ABL1+ CML. Moreover, CD26 expression may explain the extramedullary spread of LSC in CML.
2014-04-17 | GSE40721 | GEO
Project description:Transcriptional profiling of non-CML CD34+ cells to understand the response of non-CML stem cells to an EZH2 inhibitor, GSK343.
2016-11-01 | E-MTAB-3552 | biostudies-arrayexpress