Evidence map›Paper›PMID 41695677›Full record

ArticleJournal of animal science and technology2026

Metabolic and metataxonomic changes in lactating holstein dairy cows during the transition from heat stress to the recovery period.

Raniel Agustin Valencia, Seon Ho Kim, Janine Isidro Berdos, Myung Hoo Kim, Sung Sill Lee, Sang Suk Lee

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of animal science and technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

6 authors.

Raniel Agustin ValenciaRuminant Nutrition and Anaerobe Laboratory, Department of Animal Science and Technology, Sunchon National University, Suncheon 57922, Korea.ORCID https://orcid.org/0000-0002-3577-9187
Seon Ho KimRuminant Nutrition and Anaerobe Laboratory, Department of Animal Science and Technology, Sunchon National University, Suncheon 57922, Korea.ORCID https://orcid.org/0000-0002-9350-1853
Janine Isidro BerdosRuminant Nutrition and Anaerobe Laboratory, Department of Animal Science and Technology, Sunchon National University, Suncheon 57922, Korea.ORCID https://orcid.org/0000-0002-9694-6145
Myung Hoo KimDepartment of Animal Science, Pusan National University, Miryang 50463, Korea.ORCID https://orcid.org/0000-0002-8444-6952
Sung Sill LeeInstitute of Agriculture and Life Science (IALS), Gyeongsang National University, Jinju 52828, Korea.ORCID https://orcid.org/0000-0002-4621-4333
Sang Suk LeeRuminant Nutrition and Anaerobe Laboratory, Department of Animal Science and Technology, Sunchon National University, Suncheon 57922, Korea.ORCID https://orcid.org/0000-0003-1540-7041

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigated the changes in rumen fermentation characteristics, blood parameters, and rumen microbial communities of Holstein dairy cows in the early lactation stage during heat stress conditions and subsequent recovery. This study aimed to fill the significant knowledge gaps regarding the recovery of dairy cattle from heat stress during the early stages of lactation. Metataxonomic analysis was used to identify potential biomarkers and metabolites associated with metabolic disease prediction. The temperature-humidity index was recorded on a dairy farm to define the heat stress and recovery periods. Using the Bray-Curtis dissimilarity index, principal coordinate analysis revealed that both the heat stress and recovery periods affected the overall composition of the rumen bacterial community. The first three principal coordinates explained 33.10%, 19.10%, and 12.30% of the total variation, indicating the significant (

Indexed as

Early stageHeat stressHolstein dairy cowRecovery periodRuminal bacterial diversity

Identifiers

PMID41695677
PMCPMC12902393

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.