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

Publication date

2024-03-11

Authors

Rosendahl Huber, Axel
Pleguezuelos-Manzano, Cayetano
Puschhof, Jens
Ubels, Joske
Boot, Charelle
Saftien, Aurelia
Verheul, Mark
Trabut, Laurianne T.
Groenen, Niels
van Roosmalen, Markus J.

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Advisors

Supervisors

Document Type

Article

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License

cc_by

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.

Keywords

bacteria, cancer genomics, colibactin, colorectal cancer, genotoxins, machine learning, mutagenesis, mutational signatures, organoids, probiotics, Oncology, Cancer Research

Citation

Rosendahl Huber, A, Pleguezuelos-Manzano, C, Puschhof, J, Ubels, J, Boot, C, Saftien, A, Verheul, M, Trabut, L T, Groenen, N, van Roosmalen, M, Ouyang, K S, Wood, H, Quirke, P, Meijer, G, Cuppen, E, Clevers, H & van Boxtel, R 2024, 'Improved detection of colibactin-induced mutations by genotoxic E. coli in organoids and colorectal cancer', Cancer Cell, vol. 42, no. 3, pp. 487-496.e6. https://doi.org/10.1016/j.ccell.2024.02.009