Evidence map›Paper›PMID 40389466›Full record

ArticleNPJ biofilms and microbiomes2025

Gender differences in global antimicrobial resistance.

Mahkameh Salehi, Ville Laitinen, Shivang Bhanushali, Johan Bengtsson-Palme, Peter Collignon, John J Beggs, Katariina Pärnänen, Leo Lahti

Abstract read
In one paragraph

Article in NPJ biofilms and microbiomes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Review
  2. Article
  3. Antimicrobial Resistance Under a Changing Climate.Journal of the Royal Society of New Zealand · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Observational
  14. Article
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

8 authors.

Mahkameh SalehiDepartment of Computing, University of Turku, Turku, Finland.
Ville LaitinenDepartment of Computing, University of Turku, Turku, Finland.
Shivang BhanushaliDepartment of Computing, University of Turku, Turku, Finland.
Johan Bengtsson-PalmeDivision of Systems and Synthetic Biology, Department of Life Sciences, SciLifeLab, Chalmers University of Technology, Gothenburg, Sweden.
Peter CollignonMicrobiology Department, ACT Pathology, Canberra Hospital, Garran, Australia, ACT.
John J BeggsIndependent researcher, Melbourne, Australia, VIC.
Katariina Pärnänen *Department of Computing, University of Turku, Turku, Finland. katariina.parnanen@utu.fi.
Leo Lahti *Department of Computing, University of Turku, Turku, Finland. leo.lahti@utu.fi.

Funding

Alhopuro Foundation 20220114Data-Driven Life Science KAW 2020.0239European Union's Horizon 2020 research and innovation programme 952914Research Council of Finland,Finland 330887Research Council of Finland,Finland 348439Swedish Foundation for Strategic Research FFL21-0174Swedish Research Council 2019-00299
6 · The paper itself

Abstract

Antimicrobial resistance is one of the leading causes of mortality globally. However, little is known about the distribution of antibiotic resistance genes (ARGs) in human gut metagenomes, collectively referred to as the resistome, across socio-demographic gradients. In particular, limited evidence exists on gender-based differences. We investigated how the resistomes differ between women and men in a global dataset of 14,641 publicly available human gut metagenomes encompassing countries with widely variable economic statuses. We observed a 9% higher total ARG load in women than in men in high-income countries. However, in low- and middle-income countries, the difference between genders was reversed in univariate models, but not significant after adjusting for covariates. Interestingly, the differences in ARG load between genders emerged in adulthood, suggesting resistomes differentiate between genders after childhood. Collectively, our data-driven analyses shed light on global, gendered antibiotic resistance patterns, which may help guide further research and targeted interventions.

Indexed as

Anti-Bacterial AgentsBacteriaDrug Resistance, BacterialGastrointestinal MicrobiomeAdultFemaleGlobal HealthHumansMaleMetagenomeMiddle AgedSex FactorsAnti-Bacterial Agents

Identifiers

PMID40389466
PMCPMC12089330

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.