Variation and prognostic potential of the gut antibiotic resistome in the FINRISK 2002 cohort

Katariina Pärnänen, Matti O Ruuskanen, Guilhem Sommeria-Klein, Ville Laitinen, Pyry Kantanen, Guillaume Méric, Camila Gazolla Volpiano, Michael Inouye, Rob Knight, Veikko Salomaa, Aki S Havulinna, Teemu Niiranen, Leo Lahti

Research output: Contribution to journalArticlepeer-review

Abstract

The spread of antibiotic-resistant bacteria has severely reduced the efficacy of antibiotics and now contributes to 1 million deaths annually. The gut microbiome is a major reservoir of antibiotic resistance in humans, yet the extent to which gut antibiotic resistance gene load varies within human populations and the drivers that contribute most to this variation remain unclear. Here, we demonstrate, in a representative cohort of 7095 Finnish adults, that socio-demographic factors, lifestyle, and gut microbial community composition shape resistance gene selection and transmission processes. Resistance was linked not only to prior use of antibiotics, as anticipated, but also to frequent consumption of fresh vegetables and poultry, two food groups previously reported to contain antibiotic-resistant bacteria. Interestingly, resistance was not linked to the consumption of high-fat and high-sugar foods, but was consistently higher in females and urban high-income individuals, who currently have generally lower mortality rates. Nevertheless, during the 17-year follow-up, high resistance was associated with a 1.07-fold increase in mortality risk, comparable to elevated blood pressure, and with a heightened risk of sepsis. These findings highlight risks and socio-demographic dimensions of antibiotic resistance that are particularly relevant in the current context of global urbanization and middle-class growth.

Original languageEnglish
Article number5963
JournalNature Communications
Volume16
Issue number1
Early online date1 Jul 2025
DOIs
Publication statusPublished - Dec 2025

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

Data Availability Statement

The metagenomic data are available from the European Genome-Phenome Archive (accession number EGAD00001007035, https://ega-archive.org/studies/EGAS00001005020). The phenotype data are available under restricted access as they contain sensitive information from healthcare registers and are available through the THL biobank upon submission of a research plan and signing a data transfer agreement (https://thl.fi/en/research-and-development/thl-biobank/for-researchers/application-process).

Acknowledgements

CSC IT Centre for Science computational resources were used for bioinformatic analysis of the samples. Shivang Bhanushali is acknowledged for participating in proofreading the manuscript.

Funding

CSC IT Centre for Science computational resources were used for bioinformatic analysis of the samples. Shivang Bhanushali is acknowledged for participating in proofreading the manuscript. Research Council of Finland grant 348439: K.P. Research Council of Finland grant 338818: M.O.R. Research Council of Finland grant 340314: G.S.K. Research Council of Finland grant 321351: T.N. Research Council of Finland grant 354447: T.N. Research Council of Finland grant 330887: V.L. and L.L. Alhopuro foundation grant 20220114: K.P. Alhopuro foundation grant 20210172: G.S.K. Australian National Health and Medical Research Council (NHMRC) grant GNT2013468: C.G.V. and G.M. Finnish Cultural Foundation grant 210944: M.O.R. Sigrid Jus\u00E9lius Foundation: T.N. CSC IT Centre for Science computational resources were used for bioinformatic analysis of the samples. Shivang Bhanushali is acknowledged for participating in proofreading the manuscript. Research Council of Finland grant 348439: K.P. Research Council of Finland grant 338818: M.O.R. Research Council of Finland grant 340314: G.S.K. Research Council of Finland grant\u00A0321351: T.N. Research Council of Finland grant\u00A0354447: T.N.\u00A0Research Council of Finland grant 330887: V.L. and L.L. Alhopuro foundation grant 20220114: K.P. Alhopuro foundation grant 20210172: G.S.K. Australian National Health and Medical Research Council (NHMRC) grant GNT2013468: C.G.V. and G.M. Finnish Cultural Foundation grant 210944: M.O.R.\u00A0Sigrid Jus\u00E9lius Foundation: T.N.

FundersFunder number
M.O.R. Sigrid Jusélius Foundation
M.O.R. Sigrid Jusélius Foundation
Research Council of Finland321351, 338818, 20210172, 330887, 340314, 348439, 20220114, 354447
National Health and Medical Research CouncilGNT2013468
Suomen Kulttuurirahasto210944

    Keywords

    • Humans
    • Gastrointestinal Microbiome/drug effects
    • Finland/epidemiology
    • Female
    • Male
    • Anti-Bacterial Agents/pharmacology
    • Middle Aged
    • Adult
    • Prognosis
    • Cohort Studies
    • Aged
    • Drug Resistance, Bacterial/genetics
    • Bacteria/drug effects
    • Life Style

    ASJC Scopus subject areas

    • General Chemistry
    • General Biochemistry,Genetics and Molecular Biology
    • General Physics and Astronomy

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