Colorectal Cancer Consensus Molecular Subtypes Translated to Preclinical Models Uncover Potentially Targetable Cancer Cell Dependencies
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- Anita Sveen
- 1Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
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- Jarle Bruun
- 1Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
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- Peter W. Eide
- 1Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
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- Ina A. Eilertsen
- 1Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
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- Lorena Ramirez
- 4Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, CIBERONC, Barcelona, Spain.
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- Astrid Murumägi
- 3Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
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- Mariliina Arjama
- 3Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
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- Stine A. Danielsen
- 1Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
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- Kushtrim Kryeziu
- 1Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
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- Elena Elez
- 4Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, CIBERONC, Barcelona, Spain.
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- Josep Tabernero
- 4Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, CIBERONC, Barcelona, Spain.
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- Justin Guinney
- 5SAGE Bionetworks, Fred Hutchinson Cancer Research Center, Seattle, Washington.
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- Hector G. Palmer
- 4Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, CIBERONC, Barcelona, Spain.
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- Arild Nesbakken
- 2K.G.Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway.
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- Olli Kallioniemi
- 3Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
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- Rodrigo Dienstmann
- 4Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, CIBERONC, Barcelona, Spain.
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- Ragnhild A. Lothe
- 1Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
説明
<jats:title>Abstract</jats:title> <jats:p>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.</jats:p> <jats:p>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.</jats:p> <jats:p>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.</jats:p> <jats:p>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.</jats:p>
収録刊行物
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- Clinical Cancer Research
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Clinical Cancer Research 24 (4), 794-806, 2018-02-14
American Association for Cancer Research (AACR)