Evidence map›Paper›PMID 41640402›Full record

ArticleFrontiers in microbiology2025

Temporal signals in dairy cattle slurry and fertilized field soil resistomes and bacterial communities.

Alexander D Williams, Stephen P T Hooton, Elizabeth King, Lisa M Avery, Rupert L Hough, Jon L Hobman, Dov J Stekel, Andrew L Neal, Helen M West

Abstract read
In one paragraph

Article in Frontiers in microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. Review
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

9 authors.

Alexander D WilliamsSchool of Biosciences, Sutton Bonington Campus, University of Nottingham, Loughborough, United Kingdom.
Stephen P T HootonSchool of Biosciences, Sutton Bonington Campus, University of Nottingham, Loughborough, United Kingdom.
Elizabeth KingSchool of Biosciences, Sutton Bonington Campus, University of Nottingham, Loughborough, United Kingdom.
Lisa M AveryJames Hutton Institute, Aberdeen, United Kingdom.
Rupert L HoughJames Hutton Institute, Aberdeen, United Kingdom.
Jon L HobmanSchool of Biosciences, Sutton Bonington Campus, University of Nottingham, Loughborough, United Kingdom.
Dov J StekelSchool of Biosciences, Sutton Bonington Campus, University of Nottingham, Loughborough, United Kingdom.
Andrew L NealRothamsted Research, Devon, United Kingdom.
Helen M WestSchool of Biosciences, Sutton Bonington Campus, University of Nottingham, Loughborough, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Dairy cattle waste is a globally significant source of organic fertilizer which contains a cocktail of microbes and antibiotic resistance genes (ARGs). These ARGs may present a risk to human and animal health, yet there is still limited farm-system-level understanding of how long-term and multiple slurry applications alter field soil resistomes and total microbial communities. Methods: Using metagenomics, we assessed both immediate and longer-term changes in grassland field soil resistomes and bacterial communities over a year of routine cattle slurry application. Results: Our findings suggest that soil microbial communities are resilient to bacteria and ARGs introduced via slurry, even after repeated applications. Most slurry-borne ARGs were not enriched in field soil, however, those common in soil, such as rifamycin resistance genes, were consistently elevated relative to field soil with no history of slurry application. We observed transient increases in slurry-associated macrolide-lincosamide-streptogramin ARGs, however, their persistence appeared to be influenced by timing of slurry application. Similar transient effects were shown by the recovery of a high quality, slurry-associated Discussion: We show that MAGs represent a powerful tool for examining the transfer of slurry-borne microorganisms, as they can be more characteristic of these environments than typical sentinel organisms which are easily cultivated. Our findings indicate that while the soil bacterial community shows considerable resilience to slurry-borne bacteria and ARGs, this may be diminished by temporal factors that remain largely unexplored and poorly understood. This is important because resilience inferred from short-term observations may not fully capture delayed or transient responses, potentially leading to underestimation of the persistence of slurry-borne bacteria and ARGs.

Indexed as

ARGsMAGProteiniphilumresistomeslurrysoil

Identifiers

PMID41640402
PMCPMC12865810

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Registered trials

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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.