Evidence map›Paper›PMID 41882801›Full record

ArticleAnimal microbiome2026

Impact of differential dietary concentrations of cobalt, manganese and zinc on gastrointestinal microbiome and resistome of lactating dairy cattle.

Alexandra Langlois, Mélissa Duplessis, Jennifer Ronholm, Antony T Vincent, Dominic Poulin-Laprade, Renée M Petri

Abstract read
In one paragraph

Article in Animal microbiome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Alexandra LangloisAgriculture and Agri-Food Canada, Sherbrooke Research and Development Center, Sherbrooke, QC, Canada.ORCID http://orcid.org/0009-0009-6729-5951
Mélissa DuplessisAgriculture and Agri-Food Canada, Sherbrooke Research and Development Center, Sherbrooke, QC, Canada.ORCID http://orcid.org/0000-0003-3503-6612
Jennifer RonholmDepartment of Food Science and Agricultural Chemistry, Faculty of Agricultural and Environmental Sciences, McGill University, Macdonald Campus, Montreal, QC, Canada.ORCID http://orcid.org/0000-0001-7902-3368
Antony T VincentFaculté des sciences de l'agriculture et l'alimentation, Département des sciences animales, Université Laval, Québec, QC, Canada.ORCID http://orcid.org/0000-0002-1338-5785
Dominic Poulin-LapradeAgriculture and Agri-Food Canada, Sherbrooke Research and Development Center, Sherbrooke, QC, Canada.ORCID http://orcid.org/0000-0002-8258-5676
Renée M PetriAgriculture and Agri-Food Canada, Sherbrooke Research and Development Center, Sherbrooke, QC, Canada. renee.petri@agr.gc.ca.ORCID http://orcid.org/0000-0002-8209-8261

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDietary trace mineral (TM) concentrations for lactating cows often exceed national recommendations under commercial feeding practices. Excess TM supplementation may exert selection pressure on the gut microbiota, promoting metal resistance and potentially co-selecting for important antimicrobial resistance genes (ARGs). This study used a cross-over design to investigate the impact of overfeeding a commericially representative TM premix on the gut microbiome and resistome of lactating dairy cattle. Cows were fed either recommended or surplus TM levels for 31 days followed by sample collection from rumen papillae, whole rumen content, and feces. Targeted amplicon, shotgun metagenomic sequencing, and droplet digital PCR (ddPCR) were used to assess microbial community compositions and the associated resistome.

resultsWhile a surplus TM did not significantly affect the overall microbial diversity, specific taxa differed between the matrices and to a lesser extent by diet. Spirochaetota were more abundant in papillae of cows fed the recommended TM diet, whereas Bacillota were more prevalent in the rumen and feces from cows fed the surplus TM. Phosphorus had the greatest impact on prokaryotic taxa in rumen content. Cows fed surplus levels of TM showed increased abundances of Ruminococcus in their rumen, but decreased Campylobacter, Desulfovibrio, and Treponema adhered to their rumen papillae, Methanosphaera in their rumen and feces, as well as Treponema in their feces. Despite these changes, no significant differences in the presence of key ARGs or metal resistance genes were detected by metagenomics, and ddPCR showed no significant impact of TM supplementation on blaCTX−M, pcoA and zntA gene levels.

conclusionsOverfeeding TM in a commercial premix resulted in modest matrix specific shifts I the microbial composition without detectable enrichment of selected ARGs or metal resistance genes. These findings suggest short-term resilience of the rumen ecosystem to surplus TM supplementation. Additionally this work provides foundational knowledge to further guide mechanistic and long-term investigations.

Indexed as

Antimicrobial resistance genesDairy cow gut microbiomeMetagenomicsResistomeTrace mineral supplementation

Identifiers

PMID41882801
PMCPMC13137713

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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.