Molecular-Subtype-Specific Biomarkers Improve Prediction of Prognosis in Colorectal Cancer

被引:89
作者
Bramsen, Jesper Bertram [1 ]
Rasmussen, Mads Heilskov [1 ]
Ongen, Halit [2 ,3 ,4 ]
Mattesen, Trine Block [1 ]
Orntoft, Mai-Britt Worm [1 ]
Arnadottir, Sigrid Salling [1 ]
Sandoval, Juan [5 ,10 ]
Laguna, Teresa [5 ]
Vang, Soren [1 ]
Oster, Bodil [1 ]
Lamy, Philippe [1 ]
Madsen, Mogens Rorbaek [8 ]
Laurberg, Soren [9 ]
Esteller, Manel [5 ,6 ,7 ]
Dermitzakis, Emmanouil Theophilos [2 ,3 ,4 ]
Orntoft, Torben Falck [1 ]
Andersen, Claus Lindbjerg [1 ]
机构
[1] Aarhus Univ Hosp, Dept Mol Med, DK-8200 Aarhus, Denmark
[2] Univ Geneva, Dept Genet Med & Dev, Med Sch, CH-1211 Geneva, Switzerland
[3] Univ Geneva, Inst Genet & Genom Geneva iGE3, CH-1211 Geneva, Switzerland
[4] Swiss Inst Bioinformat, CH-1211 Geneva, Switzerland
[5] Bellvitge Biomed Res Inst IDIBELL, Canc Epigenet & Biol Program, Barcelona 08908, Catalonia, Spain
[6] Univ Barcelona, Sch Med & Hlth Sci, Physiol Sci Dept, Barcelona 08907, Catalonia, Spain
[7] ICREA, Barcelona 08010, Catalonia, Spain
[8] Hosp Enheden Vest, Dept Surg, DK-7400 Herning, Denmark
[9] Aarhus Univ Hosp, Sect Coloproctol, DK-8000 Aarhus, Denmark
[10] Med Res Inst La Fe, Epigen Unit, Valencia 46026, Spain
关键词
GENE-EXPRESSION; DENDRITIC CELLS; DISTINCT TUMOR; STAGE-II; REVEALS; INSTABILITY; NEUTROPHILS; SURVIVAL; TARGETS;
D O I
10.1016/j.celrep.2017.04.045
中图分类号
Q2 [细胞生物学];
学科分类号
071013 [干细胞生物学];
摘要
Colorectal cancer (CRC) is characterized by major inter-tumor diversity that complicates the prediction of disease and treatment outcomes. Recent efforts help resolve this by sub-classification of CRC into natural molecular subtypes; however, this strategy is not yet able to provide clinicians with improved tools for decision making. We here present an extended framework for CRC stratification that specifically aims to improve patient prognostication. Using transcriptional profiles from 1,100 CRCs, including > 300 previously unpublished samples, we identify cancer cell and tumor archetypes and suggest the tumor micro-environment as a major prognostic determinant that can be influenced by the microbiome. Notably, our subtyping strategy allowed identification of arche-type-specific prognostic biomarkers that provided information beyond and independent of UICC-TNM staging, MSI status, and consensus molecular subtyping. The results illustrate that our extended subtyping framework, combining subtyping and subtype-specific biomarkers, could contribute to improved patient prognostication and may form a strong basis for future studies.
引用
收藏
页码:1268 / 1280
页数:13
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