Evidence map›Paper›PMID 41594893›Full record

ArticleBiology2026

Exercise-Induced Meat Quality Improvement Is Associated with an lncRNA-miRNA-mRNA Network in Tibetan Sheep.

Pengfei Zhao, Zhiyong Jiang, Xin He, Ting Tian, Fang He, Xiong Ma

Abstract read
In one paragraph

Article in Biology, 2026. 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

6 authors.

Pengfei ZhaoGansu Key Laboratory of Biodiversity in Gannan Plateau, Faculty of Chemistry and Life Sciences, Gansu Minzu Normal University, Hezuo 747000, China.
Zhiyong JiangLuqu County Animal Disease Prevention and Control Center, Gannan 747000, China.
Xin HeGansu Key Laboratory of Biodiversity in Gannan Plateau, Faculty of Chemistry and Life Sciences, Gansu Minzu Normal University, Hezuo 747000, China.
Ting TianGansu Key Laboratory of Biodiversity in Gannan Plateau, Faculty of Chemistry and Life Sciences, Gansu Minzu Normal University, Hezuo 747000, China.
Fang HeGansu Key Laboratory of Biodiversity in Gannan Plateau, Faculty of Chemistry and Life Sciences, Gansu Minzu Normal University, Hezuo 747000, China.
Xiong MaGansu Key Laboratory of Biodiversity in Gannan Plateau, Faculty of Chemistry and Life Sciences, Gansu Minzu Normal University, Hezuo 747000, China.

Funding

2024 Gansu Province Universities Industrial Support Plan Projects 2024CYZC-592024 Gansu Province Youth Science and Technology Fund 24JRRP0062025 Gansu Province Universities Young Doctor Support Projects 2025QB-098
6 · The paper itself

Abstract

Tibetan sheep, a unique breed indigenous to the Qinghai-Tibet Plateau, exhibit remarkable adaptations to high-altitude hypoxia, and their muscle quality is a key economic determinant. However, the molecular mechanisms by which exercise regulates meat quality in this breed remain poorly understood. This study aimed to systematically investigate the effects of different exercise volumes on the biceps femoris muscle of Tibetan sheep, integrating histological analysis with high-throughput transcriptome sequencing. We compared a low-exercise group with a high-exercise group and found that long-term endurance exercise resulted in phenotypic changes suggestive of a shift toward oxidative muscle fiber characteristics. This adaptation was characterized by significantly reduced muscle fiber diameter and cross-sectional area, alongside a crucial increase in intramuscular fat content, collectively enhancing meat tenderness, flavor, and juiciness. Transcriptomic analysis revealed extensive gene expression reprogramming, identifying 208 mRNAs and 490 lncRNAs that were differentially expressed and primarily associated with muscle fiber transition and energy metabolism. Furthermore, we constructed a putative lncRNA-miRNA-mRNA competing endogenous RNA network based on expression correlations and bioinformatic predictions, highlighting potential key regulatory axes such as LOC105603384/miR-16-z/

Indexed as

biceps femorisceRNA networkintramuscular fatmuscle fiber type conversion

Identifiers

PMID41594893
PMCPMC12837501

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.