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Selective analysis of cancer-cell intrinsic transcriptional traits defines novel clinically relevant subtypes of colorectal cancer

Author

Listed:
  • Claudio Isella

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS)

  • Francesco Brundu

    (Torino School of Engineering)

  • Sara E. Bellomo

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS)

  • Francesco Galimi

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS)

  • Eugenia Zanella

    (Candiolo Cancer Institute—FPO IRCCS)

  • Roberta Porporato

    (Candiolo Cancer Institute—FPO IRCCS)

  • Consalvo Petti

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS)

  • Alessandro Fiori

    (Candiolo Cancer Institute—FPO IRCCS)

  • Francesca Orzan

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS)

  • Rebecca Senetta

    (Candiolo Cancer Institute—FPO IRCCS
    University of Torino School of Medicine)

  • Carla Boccaccio

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS)

  • Elisa Ficarra

    (Torino School of Engineering)

  • Luigi Marchionni

    (Johns Hopkins University)

  • Livio Trusolino

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS)

  • Enzo Medico

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS)

  • Andrea Bertotti

    (University of Torino School of Medicine
    Candiolo Cancer Institute—FPO IRCCS
    National Institute of Biostructures and Biosystems, INBB)

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.

Suggested Citation

  • Claudio Isella & Francesco Brundu & Sara E. Bellomo & Francesco Galimi & Eugenia Zanella & Roberta Porporato & Consalvo Petti & Alessandro Fiori & Francesca Orzan & Rebecca Senetta & Carla Boccaccio &, 2017. "Selective analysis of cancer-cell intrinsic transcriptional traits defines novel clinically relevant subtypes of colorectal cancer," Nature Communications, Nature, vol. 8(1), pages 1-16, August.
  • Handle: RePEc:nat:natcom:v:8:y:2017:i:1:d:10.1038_ncomms15107
    DOI: 10.1038/ncomms15107
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    Cited by:

    1. Jonas Langerud & Ina A. Eilertsen & Seyed H. Moosavi & Solveig M. K. Klokkerud & Henrik M. Reims & Ingeborg F. Backe & Merete Hektoen & Ole H. Sjo & Marine Jeanmougin & Sabine Tejpar & Arild Nesbakken, 2024. "Multiregional transcriptomics identifies congruent consensus subtypes with prognostic value beyond tumor heterogeneity of colorectal cancer," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    2. Umberto Perron & Elena Grassi & Aikaterini Chatzipli & Marco Viviani & Emre Karakoc & Lucia Trastulla & Lorenzo M. Brochier & Claudio Isella & Eugenia R. Zanella & Hagen Klett & Ivan Molineris & Julia, 2024. "Integrative ensemble modelling of cetuximab sensitivity in colorectal cancer patient-derived xenografts," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    3. Dustin J. Flanagan & Raheleh Amirkhah & David F. Vincent & Nuray Gunduz & Pauline Gentaz & Patrizia Cammareri & Aoife J. McCooey & Amy M. B. McCorry & Natalie C. Fisher & Hayley L. Davis & Rachel A. R, 2022. "Epithelial TGFβ engages growth-factor signalling to circumvent apoptosis and drive intestinal tumourigenesis with aggressive features," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    4. Johannes Betge & Niklas Rindtorff & Jan Sauer & Benedikt Rauscher & Clara Dingert & Haristi Gaitantzi & Frank Herweck & Kauthar Srour-Mhanna & Thilo Miersch & Erica Valentini & Kim E. Boonekamp & Vero, 2022. "The drug-induced phenotypic landscape of colorectal cancer organoids," Nature Communications, Nature, vol. 13(1), pages 1-15, December.

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