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Phenotypic plasticity and genetic control in colorectal cancer evolution

Author

Listed:
  • Jacob Househam

    (The Institute of Cancer Research
    Queen Mary University of London)

  • Timon Heide

    (The Institute of Cancer Research
    Human Technopole)

  • George D. Cresswell

    (The Institute of Cancer Research)

  • Inmaculada Spiteri

    (The Institute of Cancer Research)

  • Chris Kimberley

    (Queen Mary University of London)

  • Luis Zapata

    (The Institute of Cancer Research)

  • Claire Lynn

    (The Institute of Cancer Research)

  • Chela James

    (The Institute of Cancer Research)

  • Maximilian Mossner

    (The Institute of Cancer Research
    Queen Mary University of London)

  • Javier Fernandez-Mateos

    (The Institute of Cancer Research)

  • Alessandro Vinceti

    (Human Technopole)

  • Ann-Marie Baker

    (The Institute of Cancer Research
    Queen Mary University of London)

  • Calum Gabbutt

    (The Institute of Cancer Research
    Queen Mary University of London)

  • Alison Berner

    (Queen Mary University of London)

  • Melissa Schmidt

    (Queen Mary University of London)

  • Bingjie Chen

    (The Institute of Cancer Research)

  • Eszter Lakatos

    (The Institute of Cancer Research
    Queen Mary University of London)

  • Vinaya Gunasri

    (The Institute of Cancer Research
    Queen Mary University of London)

  • Daniel Nichol

    (The Institute of Cancer Research)

  • Helena Costa

    (University College London)

  • Miriam Mitchinson

    (University College London Hospitals NHS Foundation Trust)

  • Daniele Ramazzotti

    (University of Milano-Bicocca)

  • Benjamin Werner

    (Queen Mary University of London)

  • Francesco Iorio

    (Human Technopole)

  • Marnix Jansen

    (University College London)

  • Giulio Caravagna

    (The Institute of Cancer Research
    University of Trieste)

  • Chris P. Barnes

    (University College London)

  • Darryl Shibata

    (University of Southern California Keck School of Medicine)

  • John Bridgewater

    (University College London)

  • Manuel Rodriguez-Justo

    (University College London)

  • Luca Magnani

    (Imperial College London)

  • Andrea Sottoriva

    (The Institute of Cancer Research
    Human Technopole)

  • Trevor A. Graham

    (The Institute of Cancer Research
    Queen Mary University of London)

Abstract

Genetic and epigenetic variation, together with transcriptional plasticity, contribute to intratumour heterogeneity1. The interplay of these biological processes and their respective contributions to tumour evolution remain unknown. Here we show that intratumour genetic ancestry only infrequently affects gene expression traits and subclonal evolution in colorectal cancer (CRC). Using spatially resolved paired whole-genome and transcriptome sequencing, we find that the majority of intratumour variation in gene expression is not strongly heritable but rather ‘plastic’. Somatic expression quantitative trait loci analysis identified a number of putative genetic controls of expression by cis-acting coding and non-coding mutations, the majority of which were clonal within a tumour, alongside frequent structural alterations. Consistently, computational inference on the spatial patterning of tumour phylogenies finds that a considerable proportion of CRCs did not show evidence of subclonal selection, with only a subset of putative genetic drivers associated with subclone expansions. Spatial intermixing of clones is common, with some tumours growing exponentially and others only at the periphery. Together, our data suggest that most genetic intratumour variation in CRC has no major phenotypic consequence and that transcriptional plasticity is, instead, widespread within a tumour.

Suggested Citation

  • Jacob Househam & Timon Heide & George D. Cresswell & Inmaculada Spiteri & Chris Kimberley & Luis Zapata & Claire Lynn & Chela James & Maximilian Mossner & Javier Fernandez-Mateos & Alessandro Vinceti , 2022. "Phenotypic plasticity and genetic control in colorectal cancer evolution," Nature, Nature, vol. 611(7937), pages 744-753, November.
  • Handle: RePEc:nat:nature:v:611:y:2022:i:7937:d:10.1038_s41586-022-05311-x
    DOI: 10.1038/s41586-022-05311-x
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    Cited by:

    1. Bingjie Chen & Daniele Ramazzotti & Timon Heide & Inmaculada Spiteri & Javier Fernandez-Mateos & Chela James & Luca Magnani & Trevor A. Graham & Andrea Sottoriva, 2023. "Contribution of pks+ E. coli mutations to colorectal carcinogenesis," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    2. 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.

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