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author Guinney, Justin
Dienstmann, Rodrigo
Wang, Xin
de Reyniès, Aurélien
Schlicker, Andreas
Soneson, Charlotte
Marisa, Laetitia
Roepman, Paul
Nyamundanda, Gift
Angelino, Paolo
Bot, Brian M.
Morris, Jeffrey S.
Simon, Iris M.
Gerster, Sarah
Fessler, Evelyn
de Sousa e Melo, Felipe
Missiaglia, Edoardo
Ramay, Hena
Barras, David
Homicsko, Krisztian
Maru, Dipen
Manyam, Ganiraju C.
Broom, Bradley
Boige, Valerie
Perez-Villamil, Beatriz
Laderas, Ted
Salazar, Ramon
Gray, Joe W.
Hanahan, Douglas
Tabernero, Josep
Bernards, Rene
Friend, Stephen H.
Laurent-Puig, Pierre
Medema, Jan Paul
Sadanandam, Anguraj
Wessels, Lodewyk
Delorenzi, Mauro
Kopetz, Scott
Vermeulen, Louis
Tejpar, Sabine
author_facet Guinney, Justin
Dienstmann, Rodrigo
Wang, Xin
de Reyniès, Aurélien
Schlicker, Andreas
Soneson, Charlotte
Marisa, Laetitia
Roepman, Paul
Nyamundanda, Gift
Angelino, Paolo
Bot, Brian M.
Morris, Jeffrey S.
Simon, Iris M.
Gerster, Sarah
Fessler, Evelyn
de Sousa e Melo, Felipe
Missiaglia, Edoardo
Ramay, Hena
Barras, David
Homicsko, Krisztian
Maru, Dipen
Manyam, Ganiraju C.
Broom, Bradley
Boige, Valerie
Perez-Villamil, Beatriz
Laderas, Ted
Salazar, Ramon
Gray, Joe W.
Hanahan, Douglas
Tabernero, Josep
Bernards, Rene
Friend, Stephen H.
Laurent-Puig, Pierre
Medema, Jan Paul
Sadanandam, Anguraj
Wessels, Lodewyk
Delorenzi, Mauro
Kopetz, Scott
Vermeulen, Louis
Tejpar, Sabine
author_sort Guinney, Justin
collection PubMed
description Colorectal cancer (CRC) is a frequently lethal disease with heterogeneous outcomes and drug responses. To resolve inconsistencies among the reported gene expression–based CRC classifications and facilitate clinical translation, we formed an international consortium dedicated to large-scale data sharing and analytics across expert groups. We show marked interconnectivity between six independent classification systems coalescing into four consensus molecular subtypes (CMS) with distinguishing features: CMS1 (MSI Immune, 14%), hypermutated, microsatellite unstable, strong immune activation; CMS2 (Canonical, 37%), epithelial, chromosomally unstable, marked WNT and MYC signaling activation; CMS3 (Metabolic, 13%), epithelial, evident metabolic dysregulation; and CMS4 (Mesenchymal, 23%), prominent transforming growth factor β activation, stromal invasion, and angiogenesis. Samples with mixed features (13%) possibly represent a transition phenotype or intra-tumoral heterogeneity. We consider the CMS groups the most robust classification system currently available for CRC – with clear biological interpretability – and the basis for future clinical stratification and subtype–based targeted interventions.
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spelling pubmed-46364872016-05-01 The Consensus Molecular Subtypes of Colorectal Cancer Guinney, Justin Dienstmann, Rodrigo Wang, Xin de Reyniès, Aurélien Schlicker, Andreas Soneson, Charlotte Marisa, Laetitia Roepman, Paul Nyamundanda, Gift Angelino, Paolo Bot, Brian M. Morris, Jeffrey S. Simon, Iris M. Gerster, Sarah Fessler, Evelyn de Sousa e Melo, Felipe Missiaglia, Edoardo Ramay, Hena Barras, David Homicsko, Krisztian Maru, Dipen Manyam, Ganiraju C. Broom, Bradley Boige, Valerie Perez-Villamil, Beatriz Laderas, Ted Salazar, Ramon Gray, Joe W. Hanahan, Douglas Tabernero, Josep Bernards, Rene Friend, Stephen H. Laurent-Puig, Pierre Medema, Jan Paul Sadanandam, Anguraj Wessels, Lodewyk Delorenzi, Mauro Kopetz, Scott Vermeulen, Louis Tejpar, Sabine Nat Med Article Colorectal cancer (CRC) is a frequently lethal disease with heterogeneous outcomes and drug responses. To resolve inconsistencies among the reported gene expression–based CRC classifications and facilitate clinical translation, we formed an international consortium dedicated to large-scale data sharing and analytics across expert groups. We show marked interconnectivity between six independent classification systems coalescing into four consensus molecular subtypes (CMS) with distinguishing features: CMS1 (MSI Immune, 14%), hypermutated, microsatellite unstable, strong immune activation; CMS2 (Canonical, 37%), epithelial, chromosomally unstable, marked WNT and MYC signaling activation; CMS3 (Metabolic, 13%), epithelial, evident metabolic dysregulation; and CMS4 (Mesenchymal, 23%), prominent transforming growth factor β activation, stromal invasion, and angiogenesis. Samples with mixed features (13%) possibly represent a transition phenotype or intra-tumoral heterogeneity. We consider the CMS groups the most robust classification system currently available for CRC – with clear biological interpretability – and the basis for future clinical stratification and subtype–based targeted interventions. 2015-10-12 2015-11 /pmc/articles/PMC4636487/ /pubmed/26457759 http://dx.doi.org/10.1038/nm.3967 Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Guinney, Justin
Dienstmann, Rodrigo
Wang, Xin
de Reyniès, Aurélien
Schlicker, Andreas
Soneson, Charlotte
Marisa, Laetitia
Roepman, Paul
Nyamundanda, Gift
Angelino, Paolo
Bot, Brian M.
Morris, Jeffrey S.
Simon, Iris M.
Gerster, Sarah
Fessler, Evelyn
de Sousa e Melo, Felipe
Missiaglia, Edoardo
Ramay, Hena
Barras, David
Homicsko, Krisztian
Maru, Dipen
Manyam, Ganiraju C.
Broom, Bradley
Boige, Valerie
Perez-Villamil, Beatriz
Laderas, Ted
Salazar, Ramon
Gray, Joe W.
Hanahan, Douglas
Tabernero, Josep
Bernards, Rene
Friend, Stephen H.
Laurent-Puig, Pierre
Medema, Jan Paul
Sadanandam, Anguraj
Wessels, Lodewyk
Delorenzi, Mauro
Kopetz, Scott
Vermeulen, Louis
Tejpar, Sabine
The Consensus Molecular Subtypes of Colorectal Cancer
title The Consensus Molecular Subtypes of Colorectal Cancer
title_full The Consensus Molecular Subtypes of Colorectal Cancer
title_fullStr The Consensus Molecular Subtypes of Colorectal Cancer
title_full_unstemmed The Consensus Molecular Subtypes of Colorectal Cancer
title_short The Consensus Molecular Subtypes of Colorectal Cancer
title_sort consensus molecular subtypes of colorectal cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4636487/
https://www.ncbi.nlm.nih.gov/pubmed/26457759
http://dx.doi.org/10.1038/nm.3967
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