E-TABM-1029
Ontology highlight
ABSTRACT:
PROVIDER: E-TABM-1029 | ExpressionAtlas | 2025-01-16
REPOSITORIES: ExpressionAtlas
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| E-TABM-1029-analysis-methods.tsv | Tabular | |||
| E-TABM-1029-atlasExperimentSummary.Rdata | Rdata | |||
| E-TABM-1029-configuration.xml | Xml | |||
| E-TABM-1029-percentile-ranks.tsv | Tabular | |||
| E-TABM-1029.condensed-sdrf.tsv | Tabular |
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Project description:Acute myeloid leukemia with normal karyotype (NK-AML) represents a cytogenetic grouping with intermediate prognosis but substantial molecular and clinical heterogeneity. Within this subgroup, presence of FLT3 (FMS-like tyrosine kinase 3) internal tandem duplication (ITD) mutation predicts less favorable outcome. The goal of our study was to discover gene-expression patterns correlated with FLT3-ITD mutation, and to evaluate the utility of a FLT3 signature for prognostication. The dataset comprises gene-expression profiles of 137 normal karyotype acute myeloid leukemia (NK-AML) specimens carried out using Stanford cDNA microarrays, to accompany the study of L Bullinger et al. For each array, Channel 2 represents Cy5-labeled NK-AML RNA, and Channel 1 Cy3-labeled universal reference RNA. Keywords: Logical Set DNA microarrays were used to profile gene expression in a training set of 65 NK-AML cases. Supervised analysis was applied to build a gene expression-based predictor of FLT3-ITD mutation status. The predictor was then evaluated by classifying expression profiles from an independent test set of 72 NK-AML cases.
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Project description:<p>FLT3 mutations are commonly detected in Acute Myeloid Leukemia (AML) patients and are associated with poor prognosis. Crenolanib, a potent type I pan-FLT3 (<a href="https://www.ncbi.nlm.nih.gov/gene/?term=FLT3" target="_blank">GeneID:2322</a>) inhibitor, is effective against both internal tandem duplications (ITD) and resistance-conferring tyrosine kinase domain (TKD) mutations. While crenolanib monotherapy has demonstrated significant clinical benefit in heavily pretreated relapsed/refractory AML patients, responses are transient and relapse eventually occurs. To investigate the mechanisms of crenolanib resistance, we performed whole exome sequencing of AML patient samples before and after crenolanib treatment (122 samples from 59 patients). Unlike other FLT3 inhibitors, crenolanib did not induce FLT3 activation loop mutations, and mutations of the FLT3 "gatekeeper" residue were infrequent. Instead, mutations of NRAS (<a href="https://www.ncbi.nlm.nih.gov/gene/?term=NRAS" target="_blank">GeneID:4893</a>) and IDH2 (<a href="https://www.ncbi.nlm.nih.gov/gene/?term=IDH2" target="_blank">GeneID:3418</a>) arose, mostly as FLT3-independent subclones, while TET2 (<a href="https://www.ncbi.nlm.nih.gov/gene/?term=TET2" target="_blank">GeneID:54790</a>) and IDH1 (<a href="https://www.ncbi.nlm.nih.gov/gene/?term=IDH1" target="_blank">GeneID:3417</a>) predominantly co-occurred with the FLT3-mutant clone and were enriched in crenolanib poor-responders. The remaining patients exhibited post-crenolanib expansion of mutations associated with epigenetic regulators, transcription factors, and cohesion factors, suggesting diverse non-FLT3 genetic/epigenetic mechanisms of crenolanib resistance. Drug combinations in experimental models restored crenolanib sensitivity.</p>
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