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ORIGINAL RESEARCH article

Front. Microbiomes

Sec. Host and Microbe Associations

Volume 4 - 2025 | doi: 10.3389/frmbi.2025.1672438

Resistome and microbiome profiling of bovine milk following antimicrobial dry cow therapy: Insights from short-and long-read metagenomic sequencing

Provisionally accepted
  • 1Department of Animal Health, NEIKER Basque Institute for Agricultural Research and Development, Derio, Spain
  • 2Department of Applied Mathematics, NEIKER Basque Institute for Agricultural Research and Development, Derio, Spain

The final, formatted version of the article will be published soon.

Selective antimicrobial dry cow therapy (DCT) is implemented as part of mastitis control programs, particularly in dairy cows with recent clinical episodes or elevated somatic cell counts. In this study, we investigated the effects of the use of antimicrobials at drying-off on the milk microbiota and resistome by comparing treated (T, n=18) and untreated (NT, n=13) cows. Milk samples from all animals were analyzed using short-read Illumina shotgun sequencing and a subset of 10 samples were also subjected to long-read Oxford Nanopore Technologies (ONT) sequencing. No significant differences in microbial composition or diversity were observed between treated and untreated groups with either technique, indicating that antimicrobial DCT may not induce long-term shifts in the milk microbiota. However, cows receiving antibiotic treatment showed a higher diversity and abundance of genetic determinants of resistance (GDRs) in their milk resistome. Findings from the two sequencing platforms revealed limited concordance in antimicrobial resistance gene content, highlighting that sequencing platform and bioinformatic pipeline choices substantially influence resistome profiling outcomes. Furthermore, the high proportion of host DNA limited sequencing depth and sensitivity, underscoring the need for improved host DNA depletion or targeted enrichment strategies. This study provides insights into the biological and methodological challenges of milk resistome characterization, particularly in low-biomass, host-DNA-rich samples and demonstrates the lack of standardized analytical approaches in resistome studies. Overall, our findings support the prudent use of antibiotics and highlight the need for further longitudinal studies to clarify the temporal dynamics of antimicrobial DCT effects on the milk resistome and microbiota.

Keywords: Mastitis, dairy cattle, Dry cow therapy, antimicrobial resistance, milk resistome, Shotgun metagenomics, short-read sequencing, Long-read sequencing

Received: 24 Jul 2025; Accepted: 26 Sep 2025.

Copyright: © 2025 Urrutia-Angulo, Lavín, Oporto, Aduriz, Hurtado and Ocejo. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Medelin Ocejo, mocejo@neiker.eus

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