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Published on: September 30, 2016
Colorectal Cancer Consensus Molecular Subtypes Translated to Preclinical Models Uncover Potentially Targetable Cancer
Anita Sveen1,2, Jarle Bruun1,2,3, Peter W Eide1,2
1Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
Abstract:
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. Clin Cancer Res; 24(4); 794-806. ©2017 AACR.
Insights
Translating consensus molecular subtypes (CMS) of colorectal cancer to preclinical models enables targeted drug discovery. This study identified subtype-specific drug sensitivities and potential repurposing strategies for chemoresistant CMS4 tumors.
Area of Science:
- Oncology
- Genomics
- Translational Research
Background:
- Standard colorectal cancer treatments have limited efficacy.
- Consensus molecular subtypes (CMS) offer a framework for personalized treatment but lack translation to preclinical models.
- Drug discovery is hindered by the absence of reliable preclinical models for CMS stratification.
Purpose of the Study:
- To translate CMS classification into preclinical colorectal cancer models.
- To identify subtype-specific drug sensitivities through high-throughput screening.
- To explore targeted drug repurposing opportunities for distinct CMS groups.
Main Methods:
- Analysis of CMS in primary colorectal cancers, cell lines, and patient-derived xenografts (PDX).
- Development of an optimized classifier for preclinical model CMS stratification.
- High-throughput in vitro drug screening of 459 drugs across 33 cell lines.
Main Results:
- Validated CMS molecular and clinicopathologic characteristics in 409 primary colorectal cancers.
- Developed and validated a cancer cell-adapted classifier for 148 cell lines and 32 PDXs, successfully recapitulating CMS biology.
- Identified subtype-dependent drug responses, including sensitivity to EGFR/HER2 inhibitors in CMS2 and HSP90 inhibitors in CMS1 and CMS4.
- Demonstrated potential of 5-fluorouracil and luminespib combination to overcome chemoresistance in a CMS4 PDX model.
Conclusions:
- Successfully translated CMS classification to preclinical colorectal cancer models.
- Uncovered subtype-specific drug sensitivities and potential therapeutic targets.
- Identified promising avenues for targeted treatment repurposing, particularly for the chemoresistant CMS4 group.
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