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

0301 basic medicine Cancer cells Pronòstic mèdic QH301-705.5 microbiome colorectal cancer archetype molecular subtyping 03 medical and health sciences Càncer colorectal Journal Article Biomarkers, Tumor Tumor Microenvironment tumor microenvironment Humans ddc:576.5 prognostification Biology (General) prognostic biomarker molecular subtypes CMS info:eu-repo/classification/ddc/576.5 Microbiota Biochemical markers Prognosis CRC classification Colorectal cancer CRC 3. Good health Case-Control Studies Marcadors bioquímics Cèl·lules canceroses Colorectal Neoplasms Transcriptome
DOI: 10.1016/j.celrep.2017.04.045 Publication Date: 2017-05-09T19:01:06Z
ABSTRACT
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300 previously unpublished samples, we identify cancer cell and tumor archetypes and suggest the tumor microenvironment as a major prognostic determinant that can be influenced by the microbiome. Notably, our subtyping strategy allowed identification of archetype-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.
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