Evidence map›Paper›PMID 42832545›Full record

ArticlePloS one2026

The impact of the estrous cycle on the vaginal microbiota of dairy cows.

Anne Kemmer Souza, Adèle Giroux, Amanda Fonseca Zangirolamo, Ricardo Guella Droher, Francieli Gesleine Capote Bonato, Amauri Alfieri, Gustavo Zamberlam, Marcelo Marcondes Seneda, Márcio Costa

Abstract read
In one paragraph

Article in PloS one, 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

9 authors.

Anne Kemmer SouzaNational Institute of Science and Technology for Dairy Production Chain (INCT-LEITE), Universidade Estadual de Londrina, Londrina, Paraná, Brazil.
Adèle GirouxDépartement de biomédecine vétérinaire, Faculté de médecine vétérinaire (FMV), Université de Montréal, Saint-Hyacinthe, Quebec, Canada.
Amanda Fonseca ZangirolamoNational Institute of Science and Technology for Dairy Production Chain (INCT-LEITE), Universidade Estadual de Londrina, Londrina, Paraná, Brazil.
Ricardo Guella DroherLaboratório de Biotecnologia da Reprodução Animal (REPROA), Departamento de Clínicas Veterinárias (DCV), Centro de Ciências Agrárias (CCA), Universidade Estadual de Londrina (UEL), Londrina, Paraná, Brazil.
Francieli Gesleine Capote BonatoLaboratório de Biotecnologia da Reprodução Animal (REPROA), Departamento de Clínicas Veterinárias (DCV), Centro de Ciências Agrárias (CCA), Universidade Estadual de Londrina (UEL), Londrina, Paraná, Brazil.
Amauri AlfieriNational Institute of Science and Technology for Dairy Production Chain (INCT-LEITE), Universidade Estadual de Londrina, Londrina, Paraná, Brazil.
Gustavo ZamberlamDépartement de biomédecine vétérinaire, Faculté de médecine vétérinaire (FMV), Université de Montréal, Saint-Hyacinthe, Quebec, Canada.
Marcelo Marcondes SenedaNational Institute of Science and Technology for Dairy Production Chain (INCT-LEITE), Universidade Estadual de Londrina, Londrina, Paraná, Brazil.ORCID https://orcid.org/0000-0002-5097-5119
Márcio CostaDépartement de biomédecine vétérinaire, Faculté de médecine vétérinaire (FMV), Université de Montréal, Saint-Hyacinthe, Quebec, Canada.ORCID https://orcid.org/0000-0001-5067-7501

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The present study investigated the vaginal microbiota of dairy cows throughout the estrous cycle and early gestation, under natural physiological conditions and without hormonal manipulation. Vaginal swabs were collected at estrus (D0), metestrus (D3), diestrus (D15), and Day 19 post-insemination (representing proestrus for non-pregnant cows or early gestation for pregnant cows). Pregnancy diagnosis was performed on day 31 post-insemination. Microbial characterization was performed using 16S rRNA gene sequencing, followed by analyses of alpha- and beta-diversity, community composition, and differential abundance. Overall, the vaginal microbiota exhibited high inter-individual variability and only subtle shifts across reproductive phases. Beta diversity analysis revealed modest but significant compositional rearrangements between estrus vs. proestrus (strictly within the non-pregnant cohort) and estrus vs. diestrus. Differential abundance testing identified two taxa enriched during pregnancy (Muribaculum and Hoministercoradaptatus), indicating potential microbial biomarkers associated with the gestational environment. These findings demonstrate that, in naturally cycling cows, physiological hormonal oscillations induce only mild microbial changes, whereas individual factors appear to play a dominant role in shaping the vaginal community. The work contributes to defining baseline microbial patterns in non-manipulated animals and highlights the importance of distinguishing natural variation from hormonally induced effects in reproductive microbiome research.

Indexed as

Estrous CycleMicrobiotaVaginaAnimalsCattleFemalePregnancyRNA, Ribosomal, 16SRNA, Ribosomal, 16S

Identifiers

PMID42832545
PMCPMC13637902

What OpenQuestion holds

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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.