Evidence map›Paper›PMID 41514221›Full record

ArticleBMC genomics2026

Deciphering the cellular basis of heterosis in pigs through single-cell transcriptomics of growth axis-related tissues.

Bin Hu, Ying Nie, Linfeng Li, Xiaoping Li, Junyi Luo, Ting Chen, Qianyun Xi, Yongliang Zhang, Jiajie Sun

Abstract read
In one paragraph

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

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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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

9 authors.

Bin Hu *State Key Laboratory of Swine and Poultry Breeding Industry; Guangdong Key Laboratory of Animal Breeding and Nutition, Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Guangzhou, Guangdong, 510642, China.
Ying Nie *National Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, 510642, China.
Linfeng LiState Key Laboratory of Swine and Poultry Breeding Industry; Guangdong Key Laboratory of Animal Breeding and Nutition, Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Guangzhou, Guangdong, 510642, China.
Xiaoping LiNational Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, 510642, China.
Junyi LuoNational Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, 510642, China.
Ting ChenNational Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, 510642, China.
Qianyun XiNational Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, 510642, China.
Yongliang ZhangNational Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, 510642, China.
Jiajie SunNational Engineering Research Center for Breeding Swine Industry, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, 510642, China. jiajiesun@scau.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeterosis, also known as hybrid vigour, is widespread in animals. It is complex and primarily regulated by a variety of tissues related to the growth axis, but the molecular bases for this phenomenon remain elusive.

methodsTo define the cellular and molecular mechanisms driving pig heterosis, we used single-cell RNA sequencing to analyze the tissue-resident cell types in the pituitary, liver, growth plate, and longissimus dorsi muscle of both small-ear spotted pigs and their hybrids, with a particular focus on the GH/IGF1 axis.

resultsIn pituitary, somatotrophs, producing growth hormone, increased in hybrids with GH1 gene enrichment, and POU1F1, ITPR1, and GHRHR were highly expressed in response to hybridization, regulating growth hormone synthesis and secretion. In liver, GHR, IGFBP1, and IGFBP2 decreased in hybrids, but JAKs and STATs increased, boosting IGF1 levels for growth potential. In growth plate, GHR is exclusively enriched in ossification-related cells and significantly activates the upregulation of IGF2 in hybrids, contributing to chondrogenesis and osteocytogenesis. In skeletal muscle, PDGFA enriched in hybrid IMF cells binds to the PDGF receptor in FAP cells, inhibiting adipogenesis through paracrine action, while in MuSCs, GHR activates FOXO3 and BMP6, significantly upregulated in hybrids and contributing to myogenesis.

conclusionsThe findings characterize resident cells in growth-related tissues and offer new insights into pig heterosis that enhance animal production.

Indexed as

Gene Expression ProfilingHybrid VigorSingle-Cell AnalysisTranscriptomeAnimalsGrowth HormoneInsulin-Like Growth Factor ISingle-Cell Gene Expression AnalysisSwineGrowth HormoneInsulin-Like Growth Factor IGrowth axisHeterosisHybridizationPigSingle-cell RNA sequencing

Identifiers

PMID41514221
PMCPMC12879357

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.