Colorectal Cancer Consensus Molecular Subtypes Translated to Preclinical Models Uncover Potentially Targetable Cancer Cell Dependencies

被引:183
作者
Sveen, Anita [1 ,2 ]
Bruun, Jarle [1 ,2 ,3 ]
Eide, Peter W. [1 ,2 ]
Eilertsen, Ina A. [1 ,2 ]
Ramirez, Lorena [4 ,5 ]
Murumagi, Astrid [3 ]
Arjama, Mariliina [3 ]
Danielsen, Stine A. [1 ,2 ]
Kryeziu, Kushtrim [1 ,2 ]
Elez, Elena [4 ,5 ]
Tabernero, Josep [4 ,5 ]
Guinney, Justin [6 ]
Palmer, Hector G. [4 ,5 ]
Nesbakken, Arild [2 ,7 ,8 ]
Kallioniemi, Olli [3 ]
Dienstmann, Rodrigo [4 ,5 ,6 ]
Lothe, Ragnhild A. [1 ,2 ,8 ]
机构
[1] Oslo Univ Hosp, Inst Canc Res, Dept Mol Oncol, POB 4953 Nydalen, NO-0424 Oslo, Norway
[2] Oslo Univ Hosp, KG Jebsen Colorectal Canc Res Ctr, Oslo, Norway
[3] Univ Helsinki, FIMM, Helsinki, Finland
[4] Univ Autonoma Barcelona, CIBERONC, Vall dHebron Univ Hosp, Barcelona, Spain
[5] Univ Autonoma Barcelona, CIBERONC, Inst Oncol VHIO, Barcelona, Spain
[6] Fred Hutchinson Canc Res Ctr, SAGE Bionetworks, 1124 Columbia St, Seattle, WA 98104 USA
[7] Oslo Univ Hosp, Dept Gastrointestinal Surg, Oslo, Norway
[8] Univ Oslo, Inst Clin Med, Oslo, Norway
关键词
COLON-CANCER; MICROSATELLITE INSTABILITY; HETEROGENEITY; LINES; THERAPY; PROGNOSIS; PATTERNS; CLASSIFICATION; SENSITIVITY; INHIBITORS;
D O I
10.1158/1078-0432.CCR-17-1234
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Response to standard oncologic treatment is limited in colorectal cancer. The gene expression-based consensus molecular subtypes (CMS) provide a new paradigm for stratified treatment and drug repurposing; however, drug discovery is currently limited by the lack of translation of CMS to preclinical models. Experimental Design: We analyzed CMS in primary colorectal cancers, cell lines, and patient-derived xenografts (PDX). For classification of preclinical models, we developed an optimized classifier enriched for cancer cell-intrinsic gene expression signals, and performed high-throughput in vitro drug screening (n = 459 drugs) to analyze subtype-specific drug sensitivities. Results: The distinct molecular and clinicopathologic characteristics of each CMS group were validated in a single-hospital series of 409 primary colorectal cancers. The new, cancer cell-adapted classifier was found to perform well in primary tumors, and applied to a panel of 148 cell lines and 32 PDXs, these colorectal cancer models were shown to recapitulate the biology of the CMS groups. Drug screening of 33 cell lines demonstrated subtype-dependent response profiles, confirming strong response to EGFR and HER2 inhibitors in the CMS2 epithelial/canonical group, and revealing strong sensitivity to HSP90 inhibitors in cells with the CMS1 microsatellite instability/immune and CMS4 mesenchymal phenotypes. This association was validated in vitro in additional CMS-predicted cell lines. Combination treatment with 5-fluorouracil and luminespib showed potential to alleviate chemoresistance in a CMS4 PDX model, an effect not seen in a chemosensitive CMS2 PDX model. Conclusions: We provide translation of CMS classification to preclinical models and uncover a potential for targeted treatment repurposing in the chemoresistant CMS4 group. (C) 2017 AACR.
引用
收藏
页码:794 / 806
页数:13
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