Evidence map›Paper›PMID 41887166›Full record

ArticlePoultry science2026

Dynamic changes in genes and metabolites during embryonic development of Jiangshan black-bone chickens.

Yuling Niu, Zhengyang Qiu, Yibang Zhou, Shicheng Li, Ying Wu, Ayong Zhao, Zhijun Wang

Abstract read
In one paragraph

Article in Poultry science, 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

7 authors.

Yuling NiuKey Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Zhejiang Provincial Engineering Laboratory for Animal Health Inspection & Internet Technology, College of Animal Science and Technology& College of Veterinary Medicine of Zhejiang Agriculture and Forestry University, Hangzhou 311300, China.
Zhengyang QiuSchool of Computer Science and Technology, Beijing Jiaotong University, Beijing 100044, China.
Yibang ZhouJixian honors Collage, Zhejiang Agriculture and Forestry University, Wusu Street, 311300, Hangzhou, Zhejiang, China.
Shicheng LiKey Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Zhejiang Provincial Engineering Laboratory for Animal Health Inspection & Internet Technology, College of Animal Science and Technology& College of Veterinary Medicine of Zhejiang Agriculture and Forestry University, Hangzhou 311300, China.
Ying WuJixian honors Collage, Zhejiang Agriculture and Forestry University, Wusu Street, 311300, Hangzhou, Zhejiang, China.
Ayong ZhaoKey Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Zhejiang Provincial Engineering Laboratory for Animal Health Inspection & Internet Technology, College of Animal Science and Technology& College of Veterinary Medicine of Zhejiang Agriculture and Forestry University, Hangzhou 311300, China.
Zhijun WangKey Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Zhejiang Provincial Engineering Laboratory for Animal Health Inspection & Internet Technology, College of Animal Science and Technology& College of Veterinary Medicine of Zhejiang Agriculture and Forestry University, Hangzhou 311300, China. Electronic address: zhijunwang@zafu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Melanin deposition in the breast muscle is a defining economic and nutritional trait of Jiangshan black-bone chickens, yet the biological architecture governing this phenotype is intricate. While the phenotypic characteristics are well-documented, the dynamic interplay between transcriptomic regulation and metabolic shifts driving melanin accumulation during critical embryonic stages remains underexplored. This study aimed to elucidate the temporal molecular mechanisms of melanin deposition in breast muscle during embryonic development (Embryonic day 13 - Embryonic day 21, E13-E21) by integrating transcriptome and metabolome analyses. We quantified melanin content and performed RNA-sequencing and LC-MS/MS metabolomics on breast muscle tissue collected across five developmental stages (E13, E15, E17, E19, and E21). Results showed a significant increase in melanin content from E13 to E19, stabilizing by E21. The multi-omics integration identified 8,651 differentially expressed genes (DEGs) and 712 differential metabolites (DMs). Pathway analysis revealed significant enrichment in broader amino acid metabolism, MAPK signaling, and neuroactive ligand-receptor interactions. Furthermore, targeted candidate analysis on the classical melanogenesis network successfully highlighted key regulatory genes such as DCT, TYRP1, and MC1R. Metabolome analyses shows that amino acid metabolism plays an important role in melanin synthesis. Correlation analysis unveiled a tight linkage between metabolites (phenylpyruvate, glycerol, 1-myristoyl-2-palmitoyl-sn‑glycero-3-phosphocholine (PC), 1,2-dipalmitoyl-sn‑glycero-3-phosphoethanolamine (PEA)) and functional genes related to immunity (IL4I1, MLKL) and lipid remodeling (PNPLA2, CCNB1). Furthermore, specific alterations in sulfur metabolism genes (CBS, CTH, GPX1) suggested a regulatory mechanism balancing eumelanin and pheomelanin synthesis. Crucially, the reliability of these transcriptomic and conjoint analyses was robustly confirmed via targeted qRT-PCR validation of key genes regulating melanogenesis, membrane dynamics, and sulfur amino acid metabolism. These findings highlight the intricate interplay between the transcriptome and metabolome underlying muscle hyperpigmentation and provide novel insights into the molecular breeding targets for optimizing meat quality in poultry.

Indexed as

ChickensEmbryonic DevelopmentGene Expression Regulation, DevelopmentalMelaninsMetabolomeTranscriptomeAnimalsChick EmbryoMelanogenesisMelaninsEmbryonic Jiangshan black-bone chickenMelaninMetabolomemuscleTranscriptome

Identifiers

PMID41887166
PMCPMC13054003

What Socratic holds

Textmetadata
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.