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Colorectal Cancer Consensus Molecular Subtypes Translated to Preclinical Models Uncover Potentially Targetable Cancer Cell Dependencies.
Sveen, Anita; Bruun, Jarle; Eide, Peter W; Eilertsen, Ina A; Ramirez, Lorena; Murumägi, Astrid; Arjama, Mariliina; Danielsen, Stine A; Kryeziu, Kushtrim; Elez, Elena; Tabernero, Josep; Guinney, Justin; Palmer, Hector G; Nesbakken, Arild; Kallioniemi, Olli; Dienstmann, Rodrigo; Lothe, Ragnhild A.
Affiliation
  • Sveen A; Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
  • Bruun J; K.G.Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway.
  • Eide PW; Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
  • Eilertsen IA; K.G.Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway.
  • Ramirez L; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
  • Murumägi A; Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
  • Arjama M; K.G.Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway.
  • Danielsen SA; Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
  • Kryeziu K; K.G.Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway.
  • Elez E; Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, CIBERONC, Barcelona, Spain.
  • Tabernero J; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
  • Guinney J; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
  • Palmer HG; Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
  • Nesbakken A; K.G.Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway.
  • Kallioniemi O; Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
  • Dienstmann R; K.G.Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway.
  • Lothe RA; Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, CIBERONC, Barcelona, Spain.
Clin Cancer Res ; 24(4): 794-806, 2018 02 15.
Article in En | MEDLINE | ID: mdl-29242316
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.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Colorectal Neoplasms / Biomarkers, Tumor / Gene Expression Regulation, Neoplastic / Xenograft Model Antitumor Assays Type of study: Guideline / Prognostic_studies Limits: Animals / Humans Language: En Journal: Clin Cancer Res Journal subject: NEOPLASIAS Year: 2018 Document type: Article Affiliation country: Norway

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Colorectal Neoplasms / Biomarkers, Tumor / Gene Expression Regulation, Neoplastic / Xenograft Model Antitumor Assays Type of study: Guideline / Prognostic_studies Limits: Animals / Humans Language: En Journal: Clin Cancer Res Journal subject: NEOPLASIAS Year: 2018 Document type: Article Affiliation country: Norway