Whole exome sequencing on Pediatric MDS patients
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ABSTRACT:
PROVIDER: EGAS00001005432 | EGA |
REPOSITORIES: EGA
Similar Datasets
Project description:The dataset consists of
- 126 whole exome sequencings (SAMD9/9Lmut: 64; GATA2mut 24, MDS wildtype 38/471) performed using SureSelect Human All Exon V6 enrichment (Agilent, cat# 5190-8863). The generated libraries were sequenced on the Illumina Hiseq 2500 with 150bp paired-end reads. FASTQ files were processed using SeqNext platform (JSI medical system, Germany), with gene-based alignment to a virtual panel of 300 genes (including 28 MDS-associated genes, SAMD9, and SAMD9L), consisting of genes relevant to bone marrow failure, MDS predisposition, and hematological cancers as per the Pan-Cancer studies with cohorts of >10,000 cancers. The respective BAM files are provided.
- Custom panel targeting SAMD9, SAMD9L, and 22 single nucleotide polymorphisms (SNP) on chromosome 7q (allele frequency >35% in all ethnic sub-populations in gnomAD) (Ampliseq #IAD104171) were performed in 666/669 cases. And Custom panel targeting 28 MDS-associated genes (GATA2, RUNX1, HOXA9, CEBPA, GATA1, KRAS, NRAS, CBL, PTPN11, ASXL1, EZH2, SETBP1, FLT3, KIT, JAK2, JAK3, CSF3R, MPL, SH2, BCOR, BCORL1; RAD21, STAG2, CTCF, TP53, PTEN, CALR, VPS45) was performed in 544 cases (Ampliseq #IAD51150). Both custom panel libraries were prepared using NEBNext Ultra II DNA library prep kit (New England BioLabs, cat#E7645S/L) per manufacturer’s instruction and samples were sequenced on an Illumina Miseq 2000 with 2 x 150 bp reads. The respective BAM files are provided
- 4 SAMD9/9L patients were subjected to MissionBio custom single-cell panel (CO-112) targeting 250 heterozygous gnomAD population polymorphisms on 7q arm and 69 amplicons in SAMD9/9L and other cancer genes. All libraries were sequenced on an Illumina NovaSeq6000 with 150 base-paired ending multiplexed runs. Fastq files were processed using the Tapestri Pipeline V2 and python-based Mosaic package (multi-omics analysis, data visualization). The derived BAM and loom files are provided.
| EGAD00001007856 | EGA
Project description:Recurrent mutations in ASXL1 are found in various hematological malignancies and are associated with poor prognosis. In particular, ASXL1 mutations are frequently found in patients with hematological malignancies associated with myelodysplasia including myelodysplastic syndromes (MDS), and chronic myelomonocytic leukemia. Although loss-of-function ASXL1 mutations promote myeloid transformation, a large subset of ASXL1 mutations is thought to result in stable truncation of ASXL1. Here we demonstrate that C-terminal truncating ASXL1 mutations (ASXL1-MT) inhibit myeloid differentiation and induce MDS-like disease in mice, displaying all the features of human MDS including multi-lineage myelodysplasia, pancytopenia and occasional progression to overt leukemia. Concerning the molecular mechanisms, ASXL1-MT derepressed expression of Hoxa9 and miR-125a through inhibiting PRC2-mediated methylation of H3K27. miR-125a targeted expression of a surface receptor Clec5a, which was found to supports for myeloid differentiation. In addition, HOXA9 expression was high in MDS patients with ASXL1 mutations while Clec5a expression was generally low in MDS patients. Thus, ASXL1-MT induced MDS-like disease in mice via derepression of Hoxa9 and miR-125a, and Clec5a downregulation. Our data provide evidence for a novel axis of MDS pathogenesis (ASXL1 mutations-upregulation of HoxA9 and miR-125a-downregulation of Clec5a) and implicate both ASXL1 mutants and miR-125a as therapeutic targets in MDS.
2013-07-31 | GSE49118 | GEO
Project description:To further investigate the action mechanisms of decitabine (DAC), the molecular pathways regulated by DAC were explored using the gene expression profile of MDS-L cells treated with 4 nM DAC or DMSO for 7 days. Genes whose expression changed by more than 2.0-fold following drug treatment were defined as regulated genes. 956 genes were up-regulated and 461 genes down-regulated in MDS-L cells treated with DAC (4 nM) as compared with the control. Gene expression profiling suggested that DAC significantly affects various gene biogroups, including cellular movement, inflammatory response, hematological system development and function, hematopoiesis, and cell death. Decitabine-induced gene expression in MDS-L cells was measured after 7 days exposure at dose of 4 nM. Three independent samples.
2012-09-01 | E-GEOD-39628 | biostudies-arrayexpress
Project description:Recurrent mutations in ASXL1 are found in various hematological malignancies and are associated with poor prognosis. In particular, ASXL1 mutations are frequently found in patients with hematological malignancies associated with myelodysplasia including myelodysplastic syndromes (MDS), and chronic myelomonocytic leukemia. Although loss-of-function ASXL1 mutations promote myeloid transformation, a large subset of ASXL1 mutations is thought to result in stable truncation of ASXL1. Here we demonstrate that C-terminal truncating ASXL1 mutations (ASXL1-MT) inhibit myeloid differentiation and induce MDS-like disease in mice, displaying all the features of human MDS including multi-lineage myelodysplasia, pancytopenia and occasional progression to overt leukemia. Concerning the molecular mechanisms, ASXL1-MT derepressed expression of Hoxa9 and miR-125a through inhibiting PRC2-mediated methylation of H3K27. miR-125a targeted expression of a surface receptor Clec5a, which was found to supports for myeloid differentiation. In addition, HOXA9 expression was high in MDS patients with ASXL1 mutations while Clec5a expression was generally low in MDS patients. Thus, ASXL1-MT induced MDS-like disease in mice via derepression of Hoxa9 and miR-125a, and Clec5a downregulation. Our data provide evidence for a novel axis of MDS pathogenesis (ASXL1 mutations-upregulation of HoxA9 and miR-125a-downregulation of Clec5a) and implicate both ASXL1 mutants and miR-125a as therapeutic targets in MDS. BM cells derived from mock-transplanted mice and ASXL1-MT transplanted mice were incubated with biotinylated antibodies for CD3e, B220, and TER-119, followed by incubation with streptavidin Micro Beads (Miltenyi Biotec). The marker-negative fraction was separated with LS Columns (Miltenyi Biotec). Using the sorted-BM cells, we compared the expression proliles between 3 sorted-BM cells with mock and 3 sorted-BM cells with ASXL1-MT. Total RNA was extracted by Trizol reagent (Invitrogen) according to the manufacturer’s protocol. Double-stranded cDNA was synthesized from 5 μg of total RNA with oligo (dT)24 T7 primer, amplified with T7 RNA polymerase up to approximately 50 μg of cRNA, and hybridized to Affymetrix Mouse Expression array 430A, which contains 45000 probe sets for 39000 transcripts and variants from over 34000 well-characterized mouse genes (Affymetrix). After washing and staining, the arrays were scanned on the GeneChip system confocal scanner (Affymetrix). The intensity for each feature of the array was captured with Affymetrix Microarray Suite (MAS) Version 5.0 software. Gene set enrichment analysis was performed by using Gene Ontology gene sets from the Molecular Signatures Database (http://www.broad.mit.edu/gsea/msigdb/).
2013-07-31 | E-GEOD-49118 | biostudies-arrayexpress
Project description:Aplastic anaemia (AA) is a form of bone marrow failure (BMF) resulting in significant cytopenias and may progress with clonal evolution to myelodysplastic syndromes (MDS) and acute myeloid leukaemia (AML). MicroRNA expression is dysregulated in MDS/AML but there are limited studies on its role in the pathogenesis of AA. Using stored BM samples (n=81) from 2006-2019 from 52 patients, we demonstrate key differences in miRNA expression between AA patients at diagnosis and de novo MDS patients (n=21). The five most significantly upregulated miRNA in MDS patients (downregulated in AA) were miR-130a-3p, miR-221-3p, miR-126-3p, miR-27b-3p and miR-196b-5p (adj p<0.001). However, at the time of AA clonal progression to secondary MDS/AML, no significant miRNA differences were identified suggesting that the underlying mechanistic pathways are similar between AA progression to MDS/AML and de novo MDS. At diagnosis, miR-127-3p, miR-1271-5p, miR-301b-5p, miR-3934-5p and miR-4531 (adj p=0.081) were upregulated in those whose AA eventually progressed in comparison to those without eventual clonal progression. Using KEGG pathway analysis derived from miRPathDBv2.0, cytokine-cytokine receptor interaction, TGF-, MAP kinase, prolactin, Hippo, neurotrophin and FOXO signalling pathways were enriched in AA patients with clonal progression to MDS/AML; these pathways were similarly enriched in the de novo MDS cohort. These studies highlight the differing miRNA expression profiles in AA and MDS and in AA clonal evolution to MDS/AML.
2023-09-02 | GSE242216 | GEO
Project description:To further investigate the action mechanisms of decitabine (DAC), the molecular pathways regulated by DAC were explored using the gene expression profile of MDS-L cells treated with 4 nM DAC or DMSO for 7 days. Genes whose expression changed by more than 2.0-fold following drug treatment were defined as regulated genes. 956 genes were up-regulated and 461 genes down-regulated in MDS-L cells treated with DAC (4 nM) as compared with the control. Gene expression profiling suggested that DAC significantly affects various gene biogroups, including cellular movement, inflammatory response, hematological system development and function, hematopoiesis, and cell death.
2012-09-01 | GSE39628 | GEO
Project description:The MLL-PTD mutation is found in patients with MDS and AML, and not in other hematological malignancies. Previously, we showed that Mll-PTD knock-in heterozygous mice (MllPTD/WT mice) present with several MDS-associated features. However, these phenotypes are insufficient to constitute bona fide MDS. MllPTD/WT mice do not generate MDS or AML in primary or transplant recipient mice. This suggests that additional genetic and/or epigenetic defects are necessary for transformation to MDS or AML. In secondary AML and de novo AML, MLL-PTD mutation is significantly associated with mutations in RUNX1 and with the FLT3-ITD mutations. In fact, the combination of MLL-PTD with the FLT3-ITD allele leads to AML in mice. We combined the MLL-PTD with RUNX1 mutant proteins, in order to generate a new mouse model for MDS. We generated MllPTD/WT/Runx1Flox/Flox/Mx1-Cre mice to model loss-of-function RUNX1 mutations. To test the significance of HIF-1α in this model, we also generated MllPTD/WT/Runx1Flox/Flox/Hif-1αFlox/Flox/Mx1-Cre mice and genetically eliminated Hif-1α expression. We analyzed gene expression variations in the HSPCs comparing the MllPTD/WT/Runx1∆/∆ with or without HIF-1α abrogation.
2018-12-23 | GSE86953 | GEO
Project description:To characterize the molecular changes in myelodysplastic syndromes (MDS) and to explore novel genetic abnormalities occurring in these disorders through a genome-wide study in a series of MDS and MDS/MPN patients. A total of 285 abnormalities were identified in 71 patients. Three high-risk MDS cases displayed chromothripsis. In addition, cryptic deletions were identified in genomic regions where MDS-related genes, such as DNMT3A (2p23.3), TET2 (4q24), RUNX1 (21q22) and BCOR (Xp11.4), are located.
2016-11-21 | GSE67682 | GEO
Project description:Resistance of hypomethylating agents (HMAs) remains a challenge in myelodysplastic neoplasms (MDS), leading to a poor prognosis. Altered metabolism is also reported to be closely associated with drug resistance in hematological malignancies. Here, we conducted a genome-wide CRISPR/Cas9 library screening to identify candidate genes involved in drug sensitivity.
2024-08-05 | GSE273914 | 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