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Selective Analysis of Cancer-cell Intrinsic Transcriptional Traits Defines Novel Clinically Relevant Subtypes of Colorectal Cancer

Abstract

Stromal content heavily impacts the transcriptional classification of colorectal cancer (CRC), with clinical and biological implications. Lineage-dependent stromal transcriptional components could therefore dominate over more subtle expression traits inherent to cancer cells. Since in patient-derived xenografts (PDXs) stromal cells of the human tumour are substituted by murine counterparts, here we deploy human-specific expression profiling of CRC PDXs to assess cancer-cell intrinsic transcriptional features. Through this approach, we identify five CRC intrinsic subtypes (CRIS) endowed with distinctive molecular, functional and phenotypic peculiarities: (i) CRIS-A: mucinous, glycolytic, enriched for microsatellite instability or KRAS mutations; (ii) CRIS-B: TGF-β pathway activity, epithelial-mesenchymal transition, poor prognosis; (iii) CRIS-C: elevated EGFR signalling, sensitivity to EGFR inhibitors; (iv) CRIS-D: WNT activation, IGF2 gene overexpression and amplification; and (v) CRIS-E: Paneth cell-like phenotype, TP53 mutations. CRIS subtypes successfully categorize independent sets of primary and metastatic CRCs, with limited overlap on existing transcriptional classes and unprecedented predictive and prognostic performances.

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References
1.
Perez-Villamil B, Romera-Lopez A, Hernandez-Prieto S, Lopez-Campos G, Calles A, Lopez-Asenjo J . Colon cancer molecular subtypes identified by expression profiling and associated to stroma, mucinous type and different clinical behavior. BMC Cancer. 2012; 12:260. PMC: 3571914. DOI: 10.1186/1471-2407-12-260. View

2.
Kagawa Y, Matsumoto S, Kamioka Y, Mimori K, Naito Y, Ishii T . Cell cycle-dependent Rho GTPase activity dynamically regulates cancer cell motility and invasion in vivo. PLoS One. 2014; 8(12):e83629. PMC: 3875446. DOI: 10.1371/journal.pone.0083629. View

3.
Zanella E, Galimi F, Sassi F, Migliardi G, Cottino F, Leto S . IGF2 is an actionable target that identifies a distinct subpopulation of colorectal cancer patients with marginal response to anti-EGFR therapies. Sci Transl Med. 2015; 7(272):272ra12. DOI: 10.1126/scitranslmed.3010445. View

4.
Tan A, Naiman D, Xu L, Winslow R, Geman D . Simple decision rules for classifying human cancers from gene expression profiles. Bioinformatics. 2005; 21(20):3896-904. PMC: 1987374. DOI: 10.1093/bioinformatics/bti631. View

5.
Subramanian A, Tamayo P, Mootha V, Mukherjee S, Ebert B, Gillette M . Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A. 2005; 102(43):15545-50. PMC: 1239896. DOI: 10.1073/pnas.0506580102. View