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

doi:10.1016/j.ccell.2024.02.009

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

Hubrecht Institute

Onderzoeksoutput: Bijdrage aan wetenschappelijk tijdschrift/periodieke uitgave › Artikel › Wetenschappelijk › peer review

91 Citaten (Scopus)

Samenvatting

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.

Originele taal-2	Engels
Pagina's (van-tot)	487-496.e6
Tijdschrift	Cancer Cell
Volume	42
Nummer van het tijdschrift	3
DOI's	https://doi.org/10.1016/j.ccell.2024.02.009
Status	Gepubliceerd - 11 mrt. 2024

Toegang tot document

10.1016/j.ccell.2024.02.009

Citeer dit

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, 42(3), 487-496.e6. https://doi.org/10.1016/j.ccell.2024.02.009

@article{14a94dc5510b4155af9b99d4e329662c,

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

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 = "Humans, Escherichia coli/genetics, Mutation, DNA Damage, Mutagens, Colorectal Neoplasms, Organoids, Peptides, Polyketides",

author = "\{Rosendahl Huber\}, Axel and Cayetano Pleguezuelos-Manzano and Jens Puschhof and Joske Ubels and Charelle Boot and Aurelia Saftien and Mark Verheul and Trabut, \{Laurianne T\} and Niels Groenen and \{van Roosmalen\}, Markus and Ouyang, \{Kyanna S\} and Henry Wood and Phil Quirke and Gerrit Meijer and Edwin Cuppen and Hans Clevers and \{van Boxtel\}, Ruben",

year = "2024",

month = mar,

day = "11",

doi = "10.1016/j.ccell.2024.02.009",

language = "English",

volume = "42",

pages = "487--496.e6",

journal = "Cancer Cell",

issn = "1535-6108",

publisher = "Cell Press",

number = "3",

}

Rosendahl Huber, A, Pleguezuelos-Manzano, C, Puschhof, J, Ubels, J, Boot, C, Saftien, A, Verheul, M, Trabut, LT, Groenen, N, van Roosmalen, M, Ouyang, KS, 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, nr. 3, blz. 487-496.e6. https://doi.org/10.1016/j.ccell.2024.02.009

Improved detection of colibactin-induced mutations by genotoxic E. coli in organoids and colorectal cancer. / Rosendahl Huber, Axel; Pleguezuelos-Manzano, Cayetano; Puschhof, Jens et al.
In: Cancer Cell, Vol. 42, Nr. 3, 11.03.2024, blz. 487-496.e6.

Onderzoeksoutput: Bijdrage aan wetenschappelijk tijdschrift/periodieke uitgave › Artikel › Wetenschappelijk › peer review

TY - JOUR

T1 - Improved detection of colibactin-induced mutations by genotoxic E. coli in organoids and colorectal cancer

AU - Rosendahl Huber, Axel

AU - Pleguezuelos-Manzano, Cayetano

AU - Puschhof, Jens

AU - Ubels, Joske

AU - Boot, Charelle

AU - Saftien, Aurelia

AU - Verheul, Mark

AU - Trabut, Laurianne T

AU - Groenen, Niels

AU - van Roosmalen, Markus

AU - Ouyang, Kyanna S

AU - Wood, Henry

AU - Quirke, Phil

AU - Meijer, Gerrit

AU - Cuppen, Edwin

AU - Clevers, Hans

AU - van Boxtel, Ruben

PY - 2024/3/11

Y1 - 2024/3/11

N2 - 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.

AB - 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.

KW - Humans

KW - Escherichia coli/genetics

KW - Mutation

KW - DNA Damage

KW - Mutagens

KW - Colorectal Neoplasms

KW - Organoids

KW - Peptides

KW - Polyketides

U2 - 10.1016/j.ccell.2024.02.009

DO - 10.1016/j.ccell.2024.02.009

M3 - Article

C2 - 38471458

SN - 1535-6108

VL - 42

SP - 487-496.e6

JO - Cancer Cell

JF - Cancer Cell

IS - 3

ER -

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

Samenvatting

Toegang tot document

Vingerafdruk

Citeer dit