Evidence map›Paper›PMID 41887176›Full record

ArticlePoultry science2026

Protein co-expression network analysis explores biological mechanisms associated with meat quality variability in broilers affected by breast myopathies: A focus on wooden breast.

Martina Bordini, Massimiliano Petracci, Francesca Soglia, Shai Barbut

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.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Martina BordiniDepartment of Agricultural and Food Sciences, Alma Mater Studiorum University of Bologna, Piazza Goidanich 60, Cesena, FC 47521, Italy.
Massimiliano PetracciDepartment of Agricultural and Food Sciences, Alma Mater Studiorum University of Bologna, Piazza Goidanich 60, Cesena, FC 47521, Italy.
Francesca SogliaDepartment of Agricultural and Food Sciences, Alma Mater Studiorum University of Bologna, Piazza Goidanich 60, Cesena, FC 47521, Italy. Electronic address: francesca.soglia2@unibo.it.
Shai BarbutDepartment of Food Science, University of Guelph, Ontario, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Growth-related myopathies affecting fast-growing broilers still represent a challenge for the poultry industry, and the need for comprehensive and additional knowledge useful to mitigate the occurrence of these myopathies persists. This study aimed at exploring the association between the proteome profiles and the meat quality traits (i.e., weight, morphometric parameters, pHu, color, and compression force) of broiler breast fillets affected by the white striping (WS), wooden breast (WB), and spaghetti meat (SM), as well as the normal ones (NB), by applying the WGCNA approach (N = 12). The co-expression network analysis detected 10 color-coded modules of co-expressed proteins significantly correlated with the meat quality traits, particularly characterizing the WB defect in terms of meat quality differences, and thus leading to a focus on this specific myopathy for data interpretation. The brown, turquoise, green, and black modules were significantly correlated with at least three of the phenotypic traits and thus considered for further investigations. The outcomes were largely in accordance with a wealth of literature regarding transcriptomic and proteomic characterizations of breast muscles affected by these myopathies, evidencing proteins entering these modules enriched with terms involved in mitochondrial and antioxidant activities, as well as collagen composition and extracellular matrix organization. Furthermore, based on the results gained through the protein co-expression analysis, different roles between fibrillar and non-fibrillar collagens in the characterization of the WB condition have been hypothesized, as well as an impairment of the molecular processes involved in protein synthesis and quality-control, mainly regarding the eIF3 complex.

Indexed as

ChickensMeatMuscular DiseasesPectoralis MusclesPoultry DiseasesProteomeAnimalsFemaleProteomeCo-expression networkPectoralis major muscleSpaghetti meatTMT-based proteomicsWhite striping

Identifiers

PMID41887176
PMCPMC13052084

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.