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Chromatin Regulators as a Guide for Cancer Treatment Choice
- Source :
- Europe PubMed Central, Molecular Cancer Therapeutics
-
Abstract
- The limited capacity to predict a patient's response to distinct chemotherapeutic agents is a major hurdle in cancer management. The efficiency of a large fraction of current cancer therapeutics (radio- and chemotherapies) is influenced by chromatin structure. Reciprocally, alterations in chromatin organization may affect resistance mechanisms. Here, we explore how the misexpression of chromatin regulators—factors involved in the establishment and maintenance of functional chromatin domains—can inform about the extent of docetaxel response. We exploit Affymetrix and NanoString gene expression data for a set of chromatin regulators generated from breast cancer patient-derived xenograft models and patient samples treated with docetaxel. Random Forest classification reveals specific panels of chromatin regulators, including key components of the SWI/SNF chromatin remodeler, which readily distinguish docetaxel high-responders and poor-responders. Further exploration of SWI/SNF components in the comprehensive NCI-60 dataset reveals that the expression inversely correlates with docetaxel sensitivity. Finally, we show that loss of the SWI/SNF subunit BRG1 (SMARCA4) in a model cell line leads to enhanced docetaxel sensitivity. Altogether, our findings point toward chromatin regulators as biomarkers for drug response as well as therapeutic targets to sensitize patients toward docetaxel and combat drug resistance. Mol Cancer Ther; 15(7); 1768–77. ©2016 AACR.
- Subjects :
- 0301 basic medicine
Cancer Research
Antineoplastic Agents
Docetaxel
Biology
Bioinformatics
Models, Biological
Chromatin remodeling
Article
03 medical and health sciences
Breast cancer
Neoplasms
Gene expression
Databases, Genetic
Protein Interaction Mapping
medicine
Biomarkers, Tumor
Animals
Cluster Analysis
Humans
Molecular Targeted Therapy
Protein Interaction Maps
Neoplasm Metastasis
Neoplasm Staging
Genes, Essential
Gene Expression Profiling
Cancer
Computational Biology
medicine.disease
Chromatin Assembly and Disassembly
Chromatin
Tubulin Modulators
3. Good health
Pharmacogenomic Testing
Gene expression profiling
030104 developmental biology
Oncology
SMARCA4
Cancer research
Taxoids
medicine.drug
Subjects
Details
- Language :
- English
- ISSN :
- 15388514 and 15357163
- Volume :
- 15
- Issue :
- 7
- Database :
- OpenAIRE
- Journal :
- Molecular Cancer Therapeutics
- Accession number :
- edsair.doi.dedup.....f7c718e6123cc7dbb9153e85cf7f2576
- Full Text :
- https://doi.org/10.1158/1535-7163.mct-15-1008