TGFβ1-mediated functional inhibition of mesenchymal stromal cells in MDS and AML
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ABSTRACT:
PROVIDER: PRJNA420350 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR6329230.fastq.gz | Fastqsanger.gz | |||
| SRR6329231.fastq.gz | Fastqsanger.gz | |||
| SRR6329232.fastq.gz | Fastqsanger.gz | |||
| SRR6329233.fastq.gz | Fastqsanger.gz | |||
| SRR6329234.fastq.gz | Fastqsanger.gz |
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Project description:Mesenchymal stromal cells (MSC) are involved in the pathogenesis of myelodysplastic syndromes (MDS) and acute myeloid leukemia (AML), but how they contribute to the expansion of malignant cells and hematopoietic failure is poorly understood. To further characterize the pathological phenotype we performed RNA sequencing of MSC from patients with MDS and AML. Data analysis revealed a specific molecular signature with a significant overlap of genes commonly deregulated in all MDS subtypes and in AML. Pathway analysis revealed a strong enrichment of genes related to osteogenesis, senescence, inflammatory processes and inhibitory cytokines thereby reflecting the structural and functional deficits of MDS- and AML-derived MSC on a molecular level. Further analysis identified TGFß1 as the most probable extrinsic trigger factor for this altered gene expression. Following exposure to TGFß1 healthy MSC adopted a phenotype reminiscent of that observed in primary patient-derived MSC which was characterized by impaired growth potential, osteogenic differentiation capacities, a specific gene expression profile and diminished stromal hematopoietic support. These suppressive effects of TGFß1 on MSC functionality were abrogated by SD-208, an established inhibitor of TGFß receptor signalling. Blockade of TGFß signalling by SD-208 also restored the osteogenic differentiation capacity of patient-derived MSC, thus confirming the role of TGFß1 in the bone marrow microenvironment of patients with MDS and AML. Our findings establish TGFß1 as a relevant trigger causing functional inhibition of MSC in MDS and AML and identify SD-208 as a candidate for the reversal of these effects
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Project description:Genome wide DNA methylation profiling of normal and pathologic mesenchymal stromal cells (MSCs). The Illumina Infinium 850k Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 850,000 CpGs total DNA from in vitro-amplified MSCs. Samples included 11 normal MSCs, 11 MSCs from MDS patients, and 10 MSCs from AML patients.
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Project description:Gene expression profiles of mesenchymal stromal cells in MDS mice.
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Project description:To characterize the dysregulated MSCs in the murine MDS models, we performed a single-cell RNA sequence (scRNA-seq) analysis of FACS-sorted MSCs. The proportions of subclusters comprising MSCs were discrete between controls and MDS, and Osteolineage population was reduced in MDS compared with the control. In addition, Lepr+ mesenchymal population in MDS mice exhibited the remarkable reduction of skeletal stem marker Grem1 and MSC marker genes. This transcriptome analysis suggested that the osteolineage differentiation of MSCs is suppressed in vivo in the presence of MDS cells.
2022-10-01 | GSE199665 | GEO
Project description:Full Title: Multilineage Dysplasia (MLD) in AML correlates with MDS-related cytogenetic abnormalities and a prior history of MDS or MDS/MPN but has no independent prognostic relevance: A comparison of 408 cases classified as “AML not otherwise specified” or “AML with myelodysplasia-related changes” The WHO classification of acute myeloid leukemia (AML) is hierarchically structured and integrates genetic information, data on patients’ history, and multilineage dysplasia (MLD). The category “AML with MDS-related changes” (AML-MRC) is separated from AML not otherwise specified (AML-NOS) by the presence of either MLD, MDS-related cytogenetics or MDS history. To clarify whether MLD alone is clinically relevant, we analyzed 408 adult patients categorized as AML-MRC or AML-NOS. EFS (Median 13.8 months vs. 16.0 months) and 3-year-OS (45.8% vs. 53.9%) did not differ significantly between patients with MLD and without. However, MLD correlated with pre-existing MDS (p<0.001) and MDS-related cytogenetics (p=0.035). Patients with MLD as sole AML-MRC criterion (AML-MLD-sole; n=90) had less frequently FLT3-ITD (p=0.032), and a lower median age than AML-NOS (n=232), but EFS, OS, and WBC did not differ significantly. Contrarily, patients with AML-NOS plus AML-MLD-sole (n=323) versus patients with MDS history or MDS-related cytogenetics (n=85) had better EFS (16.9 vs. 10.7 months; p=0.005) and 3-year-OS (55.8% vs. 32.5%; p=0.001). Gene expression profiles were measured for a subset of 96 patients. Analysis of the expression data showed distinct clusters for AML-MLD-sole and AML-NOS versus AML with MDS-related cytogenetics or MDS history. Thus, MLD demonstrated no independent clinical impact, while cytogenetics and MDS history were of prognostic relevance. This data suggest modifications in a revised WHO proposal. All 96 bone marrow samples were obtained from untreated patients at the time of diagnosis. Cells used for microarray analysis were collected from the purified fraction of mononuclear cells after Ficoll density centrifugation.
2011-01-01 | E-GEOD-21261 | biostudies-arrayexpress
Project description:Myelodysplastic syndrome (MDS) is a group of heterogeneous clonal stem cell disorders. We hypothesize that gene expression changes in the bone marrow (BM) microenvironment might play a fundamental role in the development and progression of MDS. The goal of the present study is to investigate the differences in gene expression profiles of BM mesenchymal stromal cells (MSCs) between MDS patients and normal individuals, as well as between MDS subtypes. To this end, we applied global gene expression profiling on BM MSCs from adult de novo MDS patients and from controls. The results suggest that gene expression of the MDS BM microenvironment is difference from control BM. In particular, interferon signaling pathway was shown to be up-regulated in MDS BM. The results also showed altered expression according to disease progression. The present study provides evidence supporting MDS as an immune disease and suggests that BM MSCs are a possible therapeutic target in MDS.
2015-03-25 | GSE61853 | GEO
Project description:Full Title: Multilineage Dysplasia (MLD) in AML correlates with MDS-related cytogenetic abnormalities and a prior history of MDS or MDS/MPN but has no independent prognostic relevance: A comparison of 408 cases classified as “AML not otherwise specified” or “AML with myelodysplasia-related changes” The WHO classification of acute myeloid leukemia (AML) is hierarchically structured and integrates genetic information, data on patients’ history, and multilineage dysplasia (MLD). The category “AML with MDS-related changes” (AML-MRC) is separated from AML not otherwise specified (AML-NOS) by the presence of either MLD, MDS-related cytogenetics or MDS history. To clarify whether MLD alone is clinically relevant, we analyzed 408 adult patients categorized as AML-MRC or AML-NOS. EFS (Median 13.8 months vs. 16.0 months) and 3-year-OS (45.8% vs. 53.9%) did not differ significantly between patients with MLD and without. However, MLD correlated with pre-existing MDS (p<0.001) and MDS-related cytogenetics (p=0.035). Patients with MLD as sole AML-MRC criterion (AML-MLD-sole; n=90) had less frequently FLT3-ITD (p=0.032), and a lower median age than AML-NOS (n=232), but EFS, OS, and WBC did not differ significantly. Contrarily, patients with AML-NOS plus AML-MLD-sole (n=323) versus patients with MDS history or MDS-related cytogenetics (n=85) had better EFS (16.9 vs. 10.7 months; p=0.005) and 3-year-OS (55.8% vs. 32.5%; p=0.001). Gene expression profiles were measured for a subset of 96 patients. Analysis of the expression data showed distinct clusters for AML-MLD-sole and AML-NOS versus AML with MDS-related cytogenetics or MDS history. Thus, MLD demonstrated no independent clinical impact, while cytogenetics and MDS history were of prognostic relevance. This data suggest modifications in a revised WHO proposal.
2011-01-01 | GSE21261 | GEO
Project description:An increasing body of work reveals aberrant hypermethylation of genes occurring in and potentially contributing to the pathogenesis of myeloid malignancies. Several of these diseases, such as myelodysplastic syndromes (MDS), are responsive to DNA methyltransferase inhibitors. In order to determine the extent of promoter hypermethylation in such tumors we compared the distribution of DNA methylation of 14,000 promoters in MDS and secondary AML patients enrolled in a phase I trial of 5-azacytidine and the histone deacetylase inhibitor entinostat against de novo AML patients and normal CD34+ bone marrow cells. The MDS and secondary AML patients displayed more extensive aberrant DNA methylation involving thousands of genes than did the normal CD34+ bone marrow cells or de novo AML blasts. Aberrant methylation in MDS and secondary AML tended to affect particular chromosomal regions, occurred more frequently in Alu poor genes, and included prominent involvement of genes involved in the WNT and MAPK signaling pathways. DNA methylation was also measured at days 15 and 29 after the first treatment cycle. DNA methylation was reversed at day 15 in a uniform manner throughout the genome, and this effect persisted through day 29, even without continuous administration of the study drugs. Keywords: DNA methylation profiling Direct comparison of DNA methylation in bone marrow samples from patients with Myelodysplastic syndrome or secondary Acute Myeloid Leukemia (AML) at baseline and after in vivo treatment with 5-azacytidine + etinostat. A comparison to de novo normal karyotype AML was also performed. Two control groups were included: one consisting of 8 CD34+ bone marrow samples from healthy donors and a second one consisting of matched CD34+ and CD34- fractions from the bone marrows of 4 healthy donors.
2010-05-15 | E-GEOD-17328 | biostudies-arrayexpress
Project description:Microarray-based classifiers and prognosis models identify subgroups with distinct clinical outcomes and high risk of AML transformation of myelodysplastic syndrome (MDS) An array-based Diagnostic Classifier (DC) model, developed for and evaluated during the MILE study, correctly identified ~50% of the unfractionated MDS specimens submitted to the study; predictions for the other samples were split between “none-of-the-targets” classes and AML signatures, but this distinction also reflected clinical outcome in terms of time to AML transformation. Furthermore, an improved Prognostic Classifier (PC) model was developed that correlated with both time to AML transformation and overall survival. Keywords: Microarray-based gene expression profiling aimed at prediction of AML transformation in MDS
2009-06-09 | GSE15061 | GEO
Project description:DNA methylation characterization in mesenchymal stromal cells (MSCs) of MDS (myelodysplastic syndromes), AML (acute myeloid leukemia) and healthy donors (HD)
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