ScRNA-Seq of Human MDS and AML Bone Marrow Marrow Microenvironment.
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA1219645 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR32247254_1.fastq.gz | Fastqsanger.gz | |||
| SRR32247254_2.fastq.gz | Fastqsanger.gz | |||
| SRR32247255_1.fastq.gz | Fastqsanger.gz | |||
| SRR32247255_2.fastq.gz | Fastqsanger.gz | |||
| SRR32247256_1.fastq.gz | Fastqsanger.gz |
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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.
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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
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Project description:MDS is characterized by a disturbed function of the myeloid lineage of the hematopoietic system that may transform to AML, a malignant disease of the myeloid compartment. Epigenetic and genetic aberrations contribute to the initiation and progression of MDS/AML. GFI1 is a transcriptional repressor, which regulates expression of its target genes by, among other approaches, recruiting HDACs to its target genes to remove histone 3 lysine 9 (H3K9) acetylation, a marker for active gene expression. Low levels of GFI1 expression and deletion of one GFI1 allele contribute to MDS/AML development in human patients and are associated with a specific gene expression signature and inferior prognosis. To explore the mechanism behind this, we used a mouse strain, which expresses GFI1 only at 5-10% of the normal level (GFI1-Knock-down (KD)). Knock-down of GFI1 or loss of one murine Gfi1 allele reduced latency and increased incidence of AML in different murine models of human MDS/AML development. On the epigenetic level, KD of Gfi1 lead to increased amount of H3K9 acetylation, resulting in increased expression of genes involved in AML development. On a translational level both murine as well as human AML cells with low expression of GFI1 are resistant to standard epigenetic therapy. We show that treatment with histone acetyltransferase inhibitors might be a novel treatment approach for low Gfi1-expressing blast cells. GFI1 has a dose dependent role in myeloid malignancies and is a biomarker for therapeutic intervention. We used microarrays to detail the global programme of gene expression in bone marrow cells of Nup98HoxD13 leucemic mice and identified distinct classes of up-regulated genes during this process. Bone marrow cells of leukemic mice (from KI & KD Nup98HoxD13 mice) were collected for RNA extraction and hybridization on Affymetrix microarrays. We sought to obtain homogeneous populations of leukemic cell population, so we took samples of mice which had the same age.
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