Evidence map›Paper›PMID 40593656›Full record

ArticleNature communications2025

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 and 3 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Higher abundance ofmSystems · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Katariina PärnänenDepartment of Computing, University of Turku, Turku, Finland. katariina.parnanen@utu.fi.ORCID http://orcid.org/0000-0003-2220-1738
Matti O RuuskanenDepartment of Computing, University of Turku, Turku, Finland.
Guilhem Sommeria-KleinDepartment of Computing, University of Turku, Turku, Finland.
Ville LaitinenDepartment of Computing, University of Turku, Turku, Finland.
Pyry KantanenDepartment of Computing, University of Turku, Turku, Finland.
Guillaume MéricCambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia.ORCID http://orcid.org/0000-0001-6288-9958
Camila Gazolla VolpianoCambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia.
Michael InouyeCambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia.
Rob KnightUniversity of California San Diego, San Diego, CA, USA.
Veikko SalomaaFinnish Institute for Health and Welfare (THL), Helsinki, Finland.ORCID http://orcid.org/0000-0001-7563-5324
Aki S HavulinnaDepartment of Computing, University of Turku, Turku, Finland.ORCID http://orcid.org/0000-0002-4787-8959
Teemu NiiranenFinnish Institute for Health and Welfare (THL), Helsinki, Finland.ORCID http://orcid.org/0000-0002-7394-7487
Leo LahtiDepartment of Computing, University of Turku, Turku, Finland. leo.lahti@utu.fi.ORCID http://orcid.org/0000-0001-5537-637X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Anti-Bacterial AgentsDrug Resistance, BacterialGastrointestinal MicrobiomeAdultAgedBacteriaCohort StudiesFemaleFinlandHumansLife StyleMaleMiddle AgedPrognosisAnti-Bacterial Agents

Identifiers

PMID40593656
PMCPMC12214822

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.