Evidence map›Paper›PMID 40076676›Full record

ArticleInternational journal of molecular sciences2025

Comprehensive SHAP Values and Single-Cell Sequencing Technology Reveal Key Cell Clusters in Bovine Skeletal Muscle.

Yaqiang Guo, Fengying Ma, Peipei Li, Lili Guo, Zaixia Liu, Chenxi Huo, Caixia Shi, Lin Zhu, Mingjuan Gu, Risu Na and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

11 authors.

Yaqiang GuoCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.ORCID 0009-0004-9892-6158
Fengying MaCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.
Peipei LiCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.
Lili GuoCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.ORCID 0000-0002-0387-2045
Zaixia LiuCollege of Life Sciences, Inner Mongolia University, Hohhot 010020, China.
Chenxi HuoCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.ORCID 0009-0004-8988-4638
Caixia ShiCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.
Lin ZhuCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.
Mingjuan GuCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.ORCID 0000-0002-8244-9519
Risu NaCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.
Wenguang ZhangCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot 010010, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The skeletal muscle of cattle is the main component of their muscular system, responsible for supporting and movement functions. However, there are still many unknown areas regarding the ranking of the importance of different types of cell populations within it. This study conducted in-depth research and made a series of significant findings. First, we trained 15

Indexed as

Muscle, SkeletalSingle-Cell AnalysisAnimalsCattleGene Expression ProfilingSwinecattlemachine learningSHAPsingle-cell RNA-sequencingskeletal muscles

Identifiers

PMID40076676
PMCPMC11900076

What OpenQuestion holds

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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 OpenQuestion graph.