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Specific molecular signatures predict decitabine response in chronic myelomonocytic leukemia
- Source :
- The Journal of clinical investigation. 125(5)
- Publication Year :
- 2014
-
Abstract
- Myelodysplastic syndromes and chronic myelomonocytic leukemia (CMML) are characterized by mutations in genes encoding epigenetic modifiers and aberrant DNA methylation. DNA methyltransferase inhibitors (DMTis) are used to treat these disorders, but response is highly variable, with few means to predict which patients will benefit. Here, we examined baseline differences in mutations, DNA methylation, and gene expression in 40 CMML patients who were responsive or resistant to decitabine (DAC) in order to develop a molecular means of predicting response at diagnosis. While somatic mutations did not differentiate responders from nonresponders, we identified 167 differentially methylated regions (DMRs) of DNA at baseline that distinguished responders from nonresponders using next-generation sequencing. These DMRs were primarily localized to nonpromoter regions and overlapped with distal regulatory enhancers. Using the methylation profiles, we developed an epigenetic classifier that accurately predicted DAC response at the time of diagnosis. Transcriptional analysis revealed differences in gene expression at diagnosis between responders and nonresponders. In responders, the upregulated genes included those that are associated with the cell cycle, potentially contributing to effective DAC incorporation. Treatment with CXCL4 and CXCL7, which were overexpressed in nonresponders, blocked DAC effects in isolated normal CD34+ and primary CMML cells, suggesting that their upregulation contributes to primary DAC resistance.
- Subjects :
- Male
Antimetabolites, Antineoplastic
Azacitidine
DNA Mutational Analysis
DNA Methyltransferase Inhibitor
Decitabine
Chronic myelomonocytic leukemia
Biology
Platelet Factor 4
Bone Marrow
medicine
Humans
Epigenetics
Aged
Regulation of gene expression
Aged, 80 and over
Gene Expression Profiling
Leukemia, Myelomonocytic, Chronic
General Medicine
DNA Methylation
Middle Aged
medicine.disease
beta-Thromboglobulin
Neoplasm Proteins
Gene Expression Regulation, Neoplastic
Differentially methylated regions
Enhancer Elements, Genetic
Treatment Outcome
Drug Resistance, Neoplasm
DNA methylation
Cancer research
DNA, Intergenic
Female
medicine.drug
Genes, Neoplasm
Research Article
Subjects
Details
- ISSN :
- 15588238
- Volume :
- 125
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- The Journal of clinical investigation
- Accession number :
- edsair.doi.dedup.....7152a870ab1d90083667923dceff1929