Evidence map›Paper›PMID 41011369›Full record

ArticleMicroorganisms2025

Integrating Machine Learning to Identify Key Microbiota of Gut Community Changes Across Different Stages in Dahe Black Pigs.

Lanlan Yi, Wenjie Cheng, Guangyao Song, Huijin Jia, Yuxiao Xie, Wanghong Zhang, Junhong Zhu, Sumei Zhao

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Microorganisms, 2025. 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. Article
  2. Article
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

8 authors.

Lanlan YiCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.ORCID 0000-0001-9551-3738
Wenjie ChengCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.ORCID 0009-0008-9961-821X
Guangyao SongCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.
Huijin JiaCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.
Yuxiao XieCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.
Wanghong ZhangCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.
Junhong ZhuCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.
Sumei ZhaoCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.

Funding

Major Science and Technology Projects of Yunnan Province 202501AS070086National Key R&D Program of China 2024YFD1800404
6 · The paper itself

Abstract

Growth stage is a key factor influencing the composition and richness of the porcine gut microbiota. The stage-specific alterations in gut microbiota of indigenous Chinese pig breeds and cultivated breeds remain to be elucidated. This study conducted 16S rRNA sequencing analysis on fecal microbiota from Dahe black pigs across distinct growth stages. Samples included lactating sows, suckling piglets, weaned piglets, pigs weighing 50-100 kg, pigs weighing 120-150 kg, and pigs weighing > 200 kg. The results indicated that

Indexed as

16S rRNA sequencingClostridium sensu stricto 1Escherichia shigellaLachnospiraceae XPB1014 groupLactobacillusmachine learning

Identifiers

PMID41011369
PMCPMC12471813

What Socratic holds

Textmetadata
LicenceCC BY
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.