Dietary patterns, untargeted metabolite profiles and their association with colorectal cancer risk.
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
26 01 2024
26 01 2024
Historique:
received:
26
05
2023
accepted:
21
12
2023
medline:
29
1
2024
pubmed:
27
1
2024
entrez:
26
1
2024
Statut:
epublish
Résumé
We investigated data-driven and hypothesis-driven dietary patterns and their association to plasma metabolite profiles and subsequent colorectal cancer (CRC) risk in 680 CRC cases and individually matched controls. Dietary patterns were identified from combined exploratory/confirmatory factor analysis. We assessed association to LC-MS metabolic profiles by random forest regression and to CRC risk by multivariable conditional logistic regression. Principal component analysis was used on metabolite features selected to reflect dietary exposures. Component scores were associated to CRC risk and dietary exposures using partial Spearman correlation. We identified 12 data-driven dietary patterns, of which a breakfast food pattern showed an inverse association with CRC risk (OR per standard deviation increase 0.89, 95% CI 0.80-1.00, p = 0.04). This pattern was also inversely associated with risk of distal colon cancer (0.75, 0.61-0.96, p = 0.01) and was more pronounced in women (0.69, 0.49-0.96, p = 0.03). Associations between meat, fast-food, fruit soup/rice patterns and CRC risk were modified by tumor location in women. Alcohol as well as fruit and vegetables associated with metabolite profiles (Q
Identifiants
pubmed: 38278865
doi: 10.1038/s41598-023-50567-6
pii: 10.1038/s41598-023-50567-6
pmc: PMC10817924
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
2244Subventions
Organisme : World Health Organization
ID : 001
Pays : International
Informations de copyright
© 2024. The Author(s).
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