Improved detection of colibactin-induced mutations by genotoxic E. coli in organoids and colorectal cancer

  • Axel Rosendahl Huber
  • , Cayetano Pleguezuelos-Manzano
  • , Jens Puschhof*
  • , Joske Ubels
  • , Charelle Boot
  • , Aurelia Saftien
  • , Mark Verheul
  • , Laurianne T. Trabut
  • , Niels Groenen
  • , Markus van Roosmalen
  • , Kyanna S. Ouyang
  • , Henry Wood
  • , Phil Quirke
  • , Gerrit Meijer
  • , Edwin Cuppen
  • , Hans Clevers*
  • , Ruben van Boxtel*
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

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Abstract

Co-culture of intestinal organoids with a colibactin-producing pks+ E. coli strain (EcC) revealed mutational signatures also found in colorectal cancer (CRC). E. coli Nissle 1917 (EcN) remains a commonly used probiotic, despite harboring the pks operon and inducing double strand DNA breaks. We determine the mutagenicity of EcN and three CRC-derived pks+ E. coli strains with an analytical framework based on sequence characteristic of colibactin-induced mutations. All strains, including EcN, display varying levels of mutagenic activity. Furthermore, a machine learning approach attributing individual mutations to colibactin reveals that patients with colibactin-induced mutations are diagnosed at a younger age and that colibactin can induce a specific APC mutation. These approaches allow the sensitive detection of colibactin-induced mutations in ∼12% of CRC genomes and even in whole exome sequencing data, representing a crucial step toward pinpointing the mutagenic activity of distinct pks+ E. coli strains.

Original languageEnglish
Pages (from-to)487-496.e6
JournalCancer Cell
Volume42
Issue number3
DOIs
Publication statusPublished - 11 Mar 2024

Keywords

  • bacteria
  • cancer genomics
  • colibactin
  • colorectal cancer
  • genotoxins
  • machine learning
  • mutagenesis
  • mutational signatures
  • organoids
  • probiotics

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