Genomics of drug sensitivity in acute lymphoblastic leukemia
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ABSTRACT:
PROVIDER: EGAS00001006336 | EGA |
REPOSITORIES: EGA
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Project description:Acute lymphoblastic leukemia (ALL) is the most common childhood cancer, and it has a 5-year survival rate of 85% for European children. But for subsets of patients who fail to respond to standard of care chemotherapeutics, treatment options are limited, and clinical prognosis is poor. To establish a platform and methodology to better characterize ALL subtypes and identify their pharmacologic vulnerabilities, we assembled a biobank of 49 readily available childhood ALL cell lines representing diverse immunotypes and genetic profiles. Using these cell lines, we performed comprehensive multi-omic analyses, providing proteomic, transcriptomic and pharmacoproteomic characterization of childhood ALL. We used this resource to characterize the functional impact of genetic fusions and cellular differentiation states on the proteome. Additionally, we identified a novel drug vulnerability in one of the ALL subtypes. Our results are provided as an interactive online data portal with navigable proteomics, transcriptomics, and drug sensitivity profiles.
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Project description:Cellular drug resistance is associated with an unfavorable prognosis in pediatric acute lymphoblastic leukemia (ALL). To identify genes conferring resistance to antileukemic agents, we analyzed the expression of >12,700 genes in sensitive and resistant ALL cells obtained at diagnosis from 174 patients. This revealed 42, 59, 54 and 22 genes (P≤0.001) that were differentially expressed in B-lineage ALL that was sensitive versus resistant to prednisolone, vincristine, asparaginase or daunorubicin, respectively, with prediction accuracies of 71-76%. Notably, 149 of the discriminating genes have not been previously associated with resistance to these anticancer agents. These included carbohydrate-metabolism and transcription-associated genes for prednisolone, cytoskeleton and extracellular matrix genes for vincristine, ribosomal protein and translation-associated genes for asparaginase, and RAS signaling and nucleosome remodeling complex genes for daunorubicin. The identification of novel genomic determinants of cellular drug resistance provides new insights for overcoming drug resistance in acute lymphoblastic leukemia. Keywords = ALL Keywords: other
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Project description:The efficacy of glucocorticoid receptor modulation is well established in Acute Lymphoblastic Leukemia(ALL) but the response remains heterogeneous and limited by emergence of drug resistance. Here we use, two clonally-derived cell lines (CEM-C1 and CEM-C7) from a 3-year-old T-cell ALL patient, as a model system to understand the mechanisms of drug resistance in these cell lines; the clone CEM-C1 is resistant to dexamethasone-induced apoptosis and CEM-C7 is sensitive. We performed ATACseq and RNAseq to query for TF binding motifs present in the open regions of the chromatin and expression levels of TFs that could recognize the identified motifs. We are experimentally validating our hypothesis that depletion of the TFs identified, either singly or in combination, in CEM-C7 cells will cause dexamethasone resistance in CEM-C7 cells.
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Project description:The development of a clinically relevant xenograft model of pediatric acute lymphoblastic leukemia, using a 4-drug treatment regimen designed to mimic pediatric remission induction therapy. Relapse and acquired drug resistance in T-cell acute lymphoblastic leukemia (T-ALL) remains a significant clinical problem. This study was designed to establish a preclinical model of resistance to induction therapy in childhood T-ALL to examine the emergence of drug resistance and identify novel therapies. We performed transcription profiling by array of human CD45-positive human lymphocytes from patients with acute pediatric lymphoblastic leukemia, and from xenografted NOD/SCID mice treated with vincristine, daunorubicin, dexamethasone and L-asparagine. Several different treatment regimes were used in this study (VLXD, VLXDR, VLXD2, VXL and VLXD2-ALL31) and are summarised in the protocols associated with this submission.
2013-11-01 | E-MEXP-3916 | biostudies-arrayexpress
Project description:MicroRNA-sequencing of the bone marrow samples from Brazilian pediatric patients with B-cell acute lymphoblastic leukemia (B-ALL) and T-cell acute lymphoblastic leukemia (T-ALL).
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Project description:This SuperSeries is composed of the following subset Series: GSE4070: Clinical acute lymphoblastic leukemia samples (untreated) with known asparaginase LC50 values GSE4071: Clinical pediatric acute lymphoblastic leukemia samples after in vitro exposure to L-asparaginase GSE4072: L-asparaginase exposure in acute lymphoblastic leukemia cell lines time series Abstract: To investigate the effect of l-asparaginase on acute lymphoblastic leukemia (ALL), we used cDNA microarrays to obtain a genome-wide view of gene expression both at baseline and after in vitro exposure to l-asparaginase in cell lines and pediatric ALL samples. In 16 cell lines, a baseline gene expression pattern distinguished l-asparaginase sensitivity from resistance. However, for 28 pediatric ALL samples, no consistent baseline expression pattern was associated with sensitivity to l-asparaginase. In particular, baseline expression of asparagine synthetase (ASNS) was not predictive of response to l-asparaginase. After exposure to l-asparaginase, 5 cell lines and 10 clinical samples exhibited very similar changes in the expression of a large number of genes. However, the gene expression changes occurred more slowly in the clinical samples. These changes included a consistent increase in expression of tRNA synthetases and solute transporters and activating transcription factor and CCAAT/enhancer binding protein family members, a response similar to that observed with amino acid starvation. There was also a consistent decrease in many genes associated with proliferation. Taken together, the changes seem to reflect a consistent coordinated response to asparagine starvation in both cell lines and clinical samples. Importantly, in the clinical samples, increased expression of ASNS after l-asparaginase exposure was not associated with in vitro resistance to l-asparaginase, indicating that ASNS-independent mechanisms of in vitro l-asparaginase resistance are common in ALL. These results suggest that targeting particular genes involved in the response to amino acid starvation in ALL cells may provide a novel way to overcome l-asparaginase resistance. Refer to individual Series
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Project description:This data set consists of pediatric acute lymphoblastic leukemia (ALL) primary bone marrow biopsies from the BC Children's Hospital BioBank, pediatric ALL cell lines, non-cancer bone marrow biopsies, and few ALL PDX. All files are DIA and searched by Spectronaut with a spectral library.
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