Evidence map›Paper›PMID 41501093›Full record

ArticleNPJ science of food2026

Comprehensive transcriptomic and metabolomic analysis provides insight into transportation stress effects on fish muscle quality.

Yujie Meng, Liangzi Zhang, Shikang Sang, Zenan Huang, Ru Liu, Juan You, Qilin Huang, Yong Long, Guili Song, Dan Jia and 1 more

Abstract read
In one paragraph

Article in NPJ science of food, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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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.

Yujie MengCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan, China.
Liangzi ZhangWuhan Business University, Wuhan, China.
Shikang SangCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan, China.
Zenan HuangCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan, China.
Ru LiuCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan, China.
Juan YouCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan, China.
Qilin HuangCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan, China.
Yong LongState Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, China.
Guili SongState Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, China.
Dan JiaCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming, China. jiadan@ynau.edu.cn.
Tao YinCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan, China. yintao@mail.hzau.edu.cn.

Funding

Agriculture Research System of China CARS-45
6 · The paper itself

Abstract

Transportation, a critical link in the aquaculture industry chain, triggers significant economic losses through stress-induced muscle quality deterioration in fish. This multi-omics study explored the mechanisms underlying transportation stress-induced quality deterioration of fish muscle. Transportation stress elevated cortisol, glucose, lactate dehydrogenase, and oxidative markers (SOD), alongside gill/liver tissue damage. Stress reduced muscle shear force, whiteness, and water-holding capacity, which were highly related to the disruption of muscular structure. Transcriptomics revealed dysregulation of AMPK, PI3K-Akt, FoxO, and MAPK pathways via pfkfb, akt, gadd45, gabarap, jun. Metabolomics highlighted TCA cycle disruption, altered fructose and mannose/pyruvate metabolism, and purine imbalance (e.g., D-mannose 6-phosphate, malate, IMP). Muscle quality parameters negatively correlated with oxidative stress (gpx) and apoptosis (casp3/8/9), but positively linked to DL-glutamine and D-fructose 6-phosphate. Results demonstrate that transportation stress impairs muscle quality via energy dysregulation, oxidative damage, and apoptosis, thus providing a theoretical basis to optimize aquaculture transport and reduce economic losses.

Identifiers

PMID41501093
PMCPMC12891721

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.