Evidence map›Paper›PMID 40769016›Full record

ArticlePoultry science2025

Dissection of the gene regulatory network underlying sexual maturity divergence in Jining Bairi chickens through integrated RNA-seq and WGCNA analysis.

Jiale Zhang, Xiaoyun Cao, Hongrui Zhang, Hui Tang, Yunliang Jiang, Qingqing Wei, Li Kang

Abstract read
In one paragraph

Article in Poultry science, 2025. 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

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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

7 authors.

Jiale ZhangCollege of Animal Science and Technology, Shandong Agricultural University, Taian 271017, PR China.
Xiaoyun CaoCollege of Animal Science and Technology, Shandong Agricultural University, Taian 271017, PR China.
Hongrui ZhangCollege of Animal Science and Technology, Shandong Agricultural University, Taian 271017, PR China.
Hui TangCollege of Animal Science and Technology, Shandong Agricultural University, Taian 271017, PR China.
Yunliang JiangCollege of Animal Science and Technology, Shandong Agricultural University, Taian 271017, PR China.
Qingqing WeiCollege of Animal Science and Technology, Shandong Agricultural University, Taian 271017, PR China.
Li KangCollege of Animal Science and Technology, Shandong Agricultural University, Taian 271017, PR China. Electronic address: kang916@sdau.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sexual maturity is a pivotal reproductive trait in laying hens because it is directly related to egg production. The age at first egg is a definitive indicator of sexual maturity attainment in laying hens. Most Chinese indigenous chicken breeds exhibit a late onset of lay, significantly affecting their egg-laying performance. The Jining Bairi chicken, with its unique precocious sexual maturity (approximately 100 days of age at first lay), is an ideal model for deciphering the molecular mechanisms of avian sexual precocity. In this study, hypothalamic and ovarian tissues were systematically collected from Jining Bairi chickens at three developmental stages: 60 days (60 d), 100 days (100 d), and 140 days (140 d) of age. The 140 d cohort consisted of three non-laying (designated 140a) and three laying hens (designated 140b) for RNA-seq-based transcriptomic profiling and cross-tissue regulatory network construction. Bioinformatics approaches, including temporal expression clustering, protein-protein interaction networks, Venn analysis, and weighted gene co-expression network analysis, were employed to identify key genes and elucidate potential molecular regulatory networks governing sexual maturity differences. Results revealed significant enrichment of core reproductive pathways, including progesterone-mediated oocyte maturation, oocyte meiosis, gonadotropin-releasing hormone signaling, TGF-β signaling, Wnt signaling, and MAPK signaling pathways. Furthermore, pathways potentially implicated in sexual maturation regulation included FoxO signaling pathway, Toll-like receptor signaling pathway, mTOR signaling pathway, neuroactive ligand-receptor interaction, apelin signaling pathway, and necroptosis. Notably, neuroactive ligand-receptor interaction, apelin signaling pathway, and necroptosis were involved in regulating sexual maturation in chickens. Integrative screening revealed NPY4R, GALR1L, GRIN2C, POLR1B, ITGB3, ALDH18A1, PPP1R26, HTR1B, GABRA6, TSHB, APLNR, APELA, and GSL as hub genes contributing to phenotypic divergence between pre- and post-sexual maturity stages in chickens. These findings systematically delineate the molecular network underpinning sexual maturation through coordinated actions of hub genes and their associated signaling cascades.

Indexed as

ChickensGene Regulatory NetworksSexual MaturationTranscriptomeAnimalsFemaleGene Expression ProfilingHypothalamusOvaryRNA-SeqChickenSexual maturityTranscriptomeWGCNA

Identifiers

PMID40769016
PMCPMC12540303

What Socratic 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 Socratic graph.