Evidence map›Paper›PMID 40731384›Full record

ArticleBMC genomics2025

Integrative transcriptomics and metabolomics reveal neuroendocrine-lipid crosstalk and adenosine signaling in broiler under heat stress.

Bingxing An, Peihao Liu, Zhirui Yang, Fan Ying, Dawei Liu, Jie Wen, Guiping Zhao

Abstract read
In one paragraph

Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Review
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.

Bingxing An *Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing, 100193, China.
Peihao Liu *Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing, 100193, China.
Zhirui YangInstitute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing, 100193, China.
Fan YingMiLe Xinguang Agricultural and Animal Industrials Corporation, MiLe, 652300, China.
Dawei LiuMiLe Xinguang Agricultural and Animal Industrials Corporation, MiLe, 652300, China.
Jie WenInstitute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing, 100193, China.
Guiping ZhaoInstitute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing, 100193, China. zhaoguiping@caas.cn.

Funding

Central Public-interest Scientific Institution Basal Research Found No. 2023-YWF-ZYSQ-08Key Program of the National Natural Science Foundation of China 32230101
6 · The paper itself

Abstract

backgroundHeat stress (HS) is a significant challenge in poultry, negatively impacting feed efficiency and survival. These adaptive responses could lead to disrupted lipid metabolism, impaired immunity, and neural damage. We hypothesized that the neuroendocrine system plays a central role in HS responses by activating the hypothalamic-pituitary-adrenal and sympathetic-adrenal-medullary axes. This study explores the neural transcriptomic changes and metabolomic profile subjected to HS, aiming to unravel the complexity of nervous adaptive responses, including the disrupted lipid metabolism, impaired immunity, and neural damage processes.

resultsBased on the designed chicken HS model, we identified 1,871 serum metabolites, with 149 differentially accumulated metabolites (DAMs), including ursodeoxycholic acid, niacinamide, and prostaglandin E1. These metabolites indicated disrupted lipid homeostasis and potential adaptive mechanisms to mitigate stress. Key metabolite biomarkers were identified using random forest, including 2-(Methylthio)phenol, and Deca-2,4,6-triynedioic acid, enriched in immune and stress-related pathways such as glutathione metabolism and nicotinamide metabolism. Then, the comparative transcriptome analysis of the hypothalamus and pituitary revealed 358 differentially expressed genes (DEGs), highlighting tissue-specific adaptive pattern. The hypothalamus DEGs enriched in neurotransmitter biosynthesis and Notch signaling pathways, while the pituitary DEGs exhibited changes in calcium and insulin signaling pathways. Finally, by integrating omics data with machine learning, we uncovered key stress-relief mechanisms involving adenosine accumulation and adrenaline signaling. Adenosine signaling emerged as a critical pathway for thermoregulation through vascular relaxation, while adrenaline signaling regulated calcium homeostasis and muscle contraction under stress.

conclusionsThis study provides comprehensive insights into the molecular adaptations of HS in broiler, emphasizing the roles of lipid metabolism, neuroendocrine regulation, and vascular dynamics. The findings highlight the potential of integrating transcriptomics and metabolomics with machine learning to identify biomarkers and pathways involved in HS adaptation. These results could provide an effective theoretical basis of the preventive and treatment measures for HS.

Indexed as

AdenosineChickensHeat-Shock ResponseLipid MetabolismMetabolomicsNeurosecretory SystemsTranscriptomeAnimalsGene Expression ProfilingHypothalamusSignal TransductionAdenosineBiomarkersHeat stressMetabolomics and transcriptomicsNeuroendocrine regulation

Identifiers

PMID40731384
PMCPMC12306051

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.