Evidence map›Paper›PMID 42357757›Full record

ArticleVeterinary sciences2026

Ecological Reassembly of the Milk Microbiome and Its Associated Resistome During the Dry Period in Dairy Cows.

Lan Ma, Jing Qu, Xiubo Li, Yiming Liu

Abstract read
In one paragraph

Article in Veterinary sciences, 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

4 authors.

Lan MaNational Feed Drug Reference Laboratories, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Jing QuNational Feed Drug Reference Laboratories, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.ORCID 0009-0004-5732-3449
Xiubo LiNational Feed Drug Reference Laboratories, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Yiming LiuNational Feed Drug Reference Laboratories, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.ORCID 0000-0002-9779-7321

Funding

National Key Research and Development Program of China 2023YFD1800100the Agricultural Science and Technology Innovation Program No. IFR-06
6 · The paper itself

Abstract

The aim of this study was to characterize the coordinated dynamics of the mammary microbiome, antibiotic resistance genes (ARGs), and mobile genetic elements (MGEs) across the dry period, calving, and early lactation. The mammary microbiome undergoes substantial ecological changes across these stages, yet the coordinated dynamics of microbial composition, ARGs, and MGEs remain poorly understood. Here, shotgun metagenomic sequencing was performed on mammary secretion samples collected before dry-off (BM), immediately after calving (ACM), and one month postpartum (AM). The mammary microbiome exhibited a clear "exposure-bottleneck-reassembly" trajectory. BM was characterized by high microbial diversity and the enrichment of environmentally associated taxa, whereas ACM displayed a pronounced immunological bottleneck with markedly reduced microbial diversity and network complexity. During AM, microbial communities partially recovered but remained distinct from the BM state, indicating persistent ecological restructuring after calving. ARGs and MGEs showed parallel dynamics, with broad resistome and mobilome diversity in BM, a sharp contraction in ACM, and a selective re-expansion in AM. Network analysis further revealed maximal ecological complexity in BM, increased ARGs/MGEs connectivity in ACM, and partial stabilization in AM. These findings demonstrate that host physiological transitions, together with dry cow therapy (DCT), drive the coordinated remodeling of the mammary microbiome, resistome, and mobilome across the dry period.

Indexed as

dairy cowdry cow therapyintramammary infectionmetagenomic sequencingmilk microbiomeresistome

Identifiers

PMID42357757
PMCPMC13308284

What Socratic holds

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LicenceCC BY
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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 Socratic graph.