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 language | English |
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Pages (from-to) | 487-496.e6 |
Journal | Cancer Cell |
Volume | 42 |
Issue number | 3 |
DOIs | |
Publication status | Published - 11 Mar 2024 |
Keywords
- bacteria
- cancer genomics
- colibactin
- colorectal cancer
- genotoxins
- machine learning
- mutagenesis
- mutational signatures
- organoids
- probiotics