IDEAS home Printed from https://ideas.repec.org/a/nat/nature/v633y2024i8028d10.1038_s41586-024-07769-3.html
   My bibliography  Save this article

Prognostic genome and transcriptome signatures in colorectal cancers

Author

Listed:
  • Luís Nunes

    (Uppsala University
    Oslo University Hospital)

  • Fuqiang Li

    (BGI Research
    BGI Research
    BGI Genomics)

  • Meizhen Wu

    (BGI Research
    BGI Research
    BGI Genomics)

  • Tian Luo

    (BGI Research
    BGI Research
    BGI Genomics)

  • Klara Hammarström

    (Uppsala University)

  • Emma Torell

    (Uppsala University)

  • Ingrid Ljuslinder

    (Umeå University)

  • Artur Mezheyeuski

    (Uppsala University)

  • Per-Henrik Edqvist

    (Uppsala University)

  • Anna Löfgren-Burström

    (Umeå University)

  • Carl Zingmark

    (Umeå University)

  • Sofia Edin

    (Umeå University)

  • Chatarina Larsson

    (Uppsala University)

  • Lucy Mathot

    (Uppsala University)

  • Erik Osterman

    (Uppsala University)

  • Emerik Osterlund

    (Uppsala University)

  • Viktor Ljungström

    (Uppsala University)

  • Inês Neves

    (Uppsala University)

  • Nicole Yacoub

    (Uppsala University)

  • Unnur Guðnadóttir

    (Uppsala University)

  • Helgi Birgisson

    (Akademiska sjukhuset)

  • Malin Enblad

    (Akademiska sjukhuset)

  • Fredrik Ponten

    (Uppsala University)

  • Richard Palmqvist

    (Umeå University)

  • Xun Xu

    (BGI Research)

  • Mathias Uhlén

    (Karolinska Institutet
    KTH-Royal Institute of Technology)

  • Kui Wu

    (BGI Research
    BGI Research
    BGI Genomics)

  • Bengt Glimelius

    (Uppsala University)

  • Cong Lin

    (BGI Research
    BGI Research
    BGI Genomics)

  • Tobias Sjöblom

    (Uppsala University)

Abstract

Colorectal cancer is caused by a sequence of somatic genomic alterations affecting driver genes in core cancer pathways1. Here, to understand the functional and prognostic impact of cancer-causing somatic mutations, we analysed the whole genomes and transcriptomes of 1,063 primary colorectal cancers in a population-based cohort with long-term follow-up. From the 96 mutated driver genes, 9 were not previously implicated in colorectal cancer and 24 had not been linked to any cancer. Two distinct patterns of pathway co-mutations were observed, timing analyses identified nine early and three late driver gene mutations, and several signatures of colorectal-cancer-specific mutational processes were identified. Mutations in WNT, EGFR and TGFβ pathway genes, the mitochondrial CYB gene and 3 regulatory elements along with 21 copy-number variations and the COSMIC SBS44 signature correlated with survival. Gene expression classification yielded five prognostic subtypes with distinct molecular features, in part explained by underlying genomic alterations. Microsatellite-instable tumours divided into two classes with different levels of hypoxia and infiltration of immune and stromal cells. To our knowledge, this study constitutes the largest integrated genome and transcriptome analysis of colorectal cancer, and interlinks mutations, gene expression and patient outcomes. The identification of prognostic mutations and expression subtypes can guide future efforts to individualize colorectal cancer therapy.

Suggested Citation

  • Luís Nunes & Fuqiang Li & Meizhen Wu & Tian Luo & Klara Hammarström & Emma Torell & Ingrid Ljuslinder & Artur Mezheyeuski & Per-Henrik Edqvist & Anna Löfgren-Burström & Carl Zingmark & Sofia Edin & Ch, 2024. "Prognostic genome and transcriptome signatures in colorectal cancers," Nature, Nature, vol. 633(8028), pages 137-146, September.
  • Handle: RePEc:nat:nature:v:633:y:2024:i:8028:d:10.1038_s41586-024-07769-3
    DOI: 10.1038/s41586-024-07769-3
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41586-024-07769-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1038/s41586-024-07769-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:nature:v:633:y:2024:i:8028:d:10.1038_s41586-024-07769-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.