The consensus molecular subtypes of colorectal cancer
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Publication date
2015-11
Authors
Guinney, Justin
Dienstmann, Rodrigo
Wang, Xin
de Reyniès, Aurélien
Schlicker, Andreas
Soneson, Charlotte
Marisa, Laetitia
Roepman, Paul
Nyamundanda, Gift
Angelino, Paolo
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Supervisors
Document Type
Article
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taverne
Abstract
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 (CMSs) with distinguishing features: CMS1 (microsatellite instability immune, 14%), hypermutated, microsatellite unstable and strong immune activation; CMS2 (canonical, 37%), epithelial, marked WNT and MYC signaling activation; CMS3 (metabolic, 13%), epithelial and 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 intratumoral 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.
Keywords
Taverne, Journal Article, Research Support, N.I.H., Extramural, Research Support, Non-U.S. Gov't
Citation
Guinney, J, Dienstmann, R, Wang, X, de Reyniès, A, Schlicker, A, Soneson, C, Marisa, L, Roepman, P, Nyamundanda, G, Angelino, P, Bot, B M, Morris, J S, Simon, I M, Gerster, S, Fessler, E, De Sousa E Melo, F, Missiaglia, E, Ramay, H, Barras, D, Homicsko, K, Maru, D, Manyam, G C, Broom, B, Boige, V, Perez-Villamil, B, Laderas, T, Salazar, R, Gray, J W, Hanahan, D, Tabernero, J, Bernards, R, Friend, S H, Laurent-Puig, P, Medema, J P, Sadanandam, A, Wessels, L, Delorenzi, M, Kopetz, S, Vermeulen, L & Tejpar, S 2015, 'The consensus molecular subtypes of colorectal cancer', Nature Medicine, vol. 21, no. 11, pp. 1350-1356. https://doi.org/10.1038/nm.3967