Evidence map›Paper›PMID 42485346›Full record

ArticlePloS one2026

Metabolomic profiling of backfat in Ningxiang pigs reveals lipid dynamics and carcass trait associations during the fattening stage.

Yu Chen, Lihua Cao, Qingming Cui, Yuan Deng, Ji Zhu, Yingying Liu, Huali Li, Huibo Ren, Xionggui Hu, Xiaogang Zhao and 5 more

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Yu ChenInstitute of Animal and Veterinary Medicine, Hunan, China.ORCID https://orcid.org/0000-0003-3948-0788
Lihua CaoInstitute of Animal and Veterinary Medicine, Hunan, China.
Qingming CuiInstitute of Animal and Veterinary Medicine, Hunan, China.
Yuan DengInstitute of Animal and Veterinary Medicine, Hunan, China.
Ji ZhuInstitute of Animal and Veterinary Medicine, Hunan, China.
Yingying LiuInstitute of Animal and Veterinary Medicine, Hunan, China.
Huali LiInstitute of Animal and Veterinary Medicine, Hunan, China.
Huibo RenInstitute of Animal and Veterinary Medicine, Hunan, China.
Xionggui HuInstitute of Animal and Veterinary Medicine, Hunan, China.
Xiaogang ZhaoInstitute of Animal and Veterinary Medicine, Hunan, China.
Xinglong HeAnimal Disease Prevention and Control Center, Changsha, Hunan, China.
Huiming WangHunan Liushahe Ecological Animal Husbandry Co., Ltd, Changsha, Hunan, China.
Wenmei WangAnimal Disease Prevention and Control Center, Changsha, Hunan, China.
Yinglin PengInstitute of Animal and Veterinary Medicine, Hunan, China.
Chen ChenInstitute of Animal and Veterinary Medicine, Hunan, China.ORCID https://orcid.org/0000-0003-1088-1414

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the metabolic profile of backfat is essential for optimizing breeding strategies and improving pork production. While the early stages of adipose tissue development have been partially characterized, metabolic alterations during the fattening phase (180-360 days)- a critical period for physiological maturation and carcass trait formation-remain insufficiently understood. In this study, we characterized the metabolomic profiles of backfat from Ningxiang pigs across four developmental stages (180d, 240d, 300d, 360d) and evaluated their relationships with carcass traits. A total of 154 metabolites exhibited significant temporal variation (q < 0.05), including functional lipids such as methanandamide phosphate and oleoylethanolamide, which are associated with appetite regulation and lipid metabolism. The progressive accumulation of bioactive exogenous metabolites like α-tocotrienol and cephaeline, indicated potential stage-dependent immunometabolic adaptations. In contrast, several synthetic xenobiotics, potentially derived from feed additives or environmental exposure, accumulated in backfat tissue and may represent potential risks to animal health and pork safety. Co-expression network analysis identified a metabolite module strongly associated (|R| > 0.7, q < 0.05) with key carcass traits, within which psychotrine-an understudied plant-derived alkaloid not previously associated with animal growth- was identified as a hub metabolite. This study establishes a comprehensive metabolic characterization of backfat during the fattening phase in an indigenous pig breed. Collectively, these findings provide novel candidate biomarkers for carcass trait prediction, highlight the potential impact of synthetic compound accumulation, and offer valuable insights for precision breeding, nutritional management, and meat safety assessment in swine production.

Indexed as

Adipose TissueLipid MetabolismMetabolomeMetabolomicsAnimalsSwine

Identifiers

PMID42485346
PMCPMC13390868

What OpenQuestion 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 OpenQuestion graph.