TY - JOUR
T1 - Chromatin regulators as a guide for cancer treatment choice
AU - Gurard-Levin, Zachary A.
AU - Wilson, Laurence O.W.
AU - Pancaldi, Vera
AU - Postel-Vinay, Sophie
AU - Sousa, Fabricio G.
AU - Reyes, Cecile
AU - Marangoni, Elisabetta
AU - Gentien, David
AU - Valencia, Alfonso
AU - Pommier, Yves
AU - Cottu, Paul
AU - Almouzni, Genevieve
N1 - Publisher Copyright:
© 2016 American Association for Cancer Research.
PY - 2016/7/1
Y1 - 2016/7/1
N2 - 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 patientderived 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 highresponders 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.
AB - 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 patientderived 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 highresponders 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.
UR - http://www.scopus.com/inward/record.url?scp=84979683958&partnerID=8YFLogxK
U2 - 10.1158/1535-7163.MCT-15-1008
DO - 10.1158/1535-7163.MCT-15-1008
M3 - Article
C2 - 27196757
AN - SCOPUS:84979683958
SN - 1535-7163
VL - 15
SP - 1768
EP - 1777
JO - Molecular Cancer Therapeutics
JF - Molecular Cancer Therapeutics
IS - 7
ER -