Evidence map›Paper›PMID 42121728›Full record

ArticleAnimals : an open access journal from MDPI2026

Age-Driven Proteomic Networks in Ningxiang Pig Backfat Identify Candidate Regulators of Carcass Traits.

Lihua Cao, Yu Chen, Qingming Cui, Yuan Deng, Ji Zhu, Huibo Ren, Xionggui Hu, Meizhen Qiu, Xing Zhang, Rongguang Sun and 4 more

Abstract read
In one paragraph

Article in Animals : an open access journal from MDPI, 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

14 authors.

Lihua CaoHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Yu ChenHunan Institute of Animal and Veterinary Science, Changsha 410130, China.ORCID 0000-0003-3948-0788
Qingming CuiHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Yuan DengHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Ji ZhuHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Huibo RenHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Xionggui HuHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Meizhen QiuHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Xing ZhangHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Rongguang SunNingxiang Center for Animal Disease Prevention and Control, Changsha 410600, China.
Zhiqiang TangNingxiang Center for Animal and Aquaculture Affairs, Changsha 410600, China.
Huiming WangHunan Liushahe Ecological Animal Husbandry Co., Ltd., Changsha 410600, China.
Yinglin PengHunan Institute of Animal and Veterinary Science, Changsha 410130, China.
Chen ChenHunan Institute of Animal and Veterinary Science, Changsha 410130, China.

Funding

Hunan Province Swine Industry Technology System HARS-05Open Research Fund of Hunan Province Key Laboratory 2017TP1030Yuelushan Laboratory Breeding Program YLS-2025-ZY04051, YLS-2025-ZY01002
6 · The paper itself

Abstract

Indigenous pigs constitute crucial genetic reservoirs. Adipose tissue is central to pig growth and metabolism, yet its molecular ontogeny remains poorly characterized in indigenous breeds such as the Ningxiang pig. We employed mass spectrometry to profile backfat proteomes across six postnatal stages (60-360 days). Proteomes clearly separated early (60-120 days) from late stages (300-360 days). Older pigs showed enrichment in processes linked to energy metabolism, translation, immune function, and mitochondrial activity. We identified 43 lipid metabolism proteins exhibiting significant age-dependent abundance. Weighted co-abundance network analysis revealed four protein modules significantly correlated with lean meat percentage, fat percentage, and carcass weight. Intramodular analysis identified four hub proteins-ALDH18A1, FABP4, FBP1, and HADHB-as putative candidates associated with lipid transport, gluconeogenesis, and fatty acid oxidation. This study links temporal proteomic profiles with key carcass traits, providing a data resource and a network-based framework for future research.

Indexed as

adipose tissuebackfat developmentcarcass traitslipid metabolismproteomics

Identifiers

PMID42121728
PMCPMC13162576

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.