{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T17:14:07Z","timestamp":1783358047528,"version":"3.54.6"},"reference-count":34,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2026,7,5]],"date-time":"2026-07-05T00:00:00Z","timestamp":1783209600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Veterinary Sciences"],"abstract":"<jats:p>In this study, an exploratory transcriptomic investigation was conducted to evaluate the feasibility of using feather transcriptomics to detect sex differences and gene responses to physiological changes in chickens. Feathers represent a promising non-invasive biological source of RNA, as the feather pulp of growing feathers contains living cells capable of active transcription. Growing feathers were collected from 150-day-old male and female chickens (Bionda Piemontese, a slow-growing breed) raised under a free-range system and fed two finisher diets differing in lipid content: low-lipid (LL, ether extract 3.6%) and high-lipid (HL, ether extract 9.3%) diets. RNA was extracted from feather pulp, and 12 pools were subjected to whole RNA-Seq analysis. The study was designed as 2 \u00d7 2 factorial experiments investigating the effects of diet and sex on gene expression. A total of 17,360 transcripts were detected and used for downstream analyses. Differential gene expression and functional enrichment analyses were performed. The main effects of diet and sex were estimated with an additive design using the DEseq2 package, while for the sex-specific diet analyses, subgroup comparisons were conducted on the RaNA-Seq platform. The analysis of the main effect of diet reveals that three genes associated with ether lipid metabolism (PLA2G10, PLA2G4F, and ENPP6) were upregulated in chickens fed the HL diet. In roosters, HL feeding significantly altered the expression of APOA1 and SLC27A4, suggesting an effect on lipid transport and metabolic regulation within the PPAR signaling pathway. In contrast, hens showed differential expression primarily in pathways related to apelin signaling, extracellular matrix remodeling, and cardiovascular function, rather than classical lipid metabolism pathways; additionally, gene set enrichment analysis indicated a limited enrichment of linoleic acid metabolism, suggesting secondary involvement of lipid metabolic processes. These findings are consistent with those in the literature reporting sex-related differences between males and females. The results further suggest that transcriptomic responses to dietary lipid supplementation can be investigated through the expression of selected candidate genes in feather pulp. Among the genes identified, PLA2G10, PLA2G4F, ENPP6, APOA1, and SLC27A4 emerged as potential molecular markers associated with dietary treatment, and the importance of sex-dependent transcriptional responses was highlighted. In conclusion, this study demonstrates the potential of feather pulp as a viable source of RNA for transcriptomic analyses in live chickens, providing a minimally invasive alternative to conventional tissue sampling. These preliminary results also support the hypothesis that feathers represent a practical and ethically favorable tissue for future nutrigenomic and genetic improvement studies, ultimately supporting more sustainable poultry production.<\/jats:p>","DOI":"10.3390\/vetsci13070653","type":"journal-article","created":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T14:01:08Z","timestamp":1783346468000},"page":"653","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Feather RNA: A Non-Invasive Approach for Transcriptomic Profiling in Live Chickens"],"prefix":"10.3390","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3294-2222","authenticated-orcid":false,"given":"Nadia","family":"Stoppani","sequence":"first","affiliation":[{"name":"Dipartimento di Scienze Veterinarie, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, Grugliasco, 10095 Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9298-3045","authenticated-orcid":false,"given":"Federica","family":"Raspa","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Veterinarie, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, Grugliasco, 10095 Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0173-1118","authenticated-orcid":false,"given":"Edoardo","family":"Fiorilla","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Veterinarie, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, Grugliasco, 10095 Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandra","family":"Maione","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Veterinarie, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, Grugliasco, 10095 Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8011-6999","authenticated-orcid":false,"given":"Achille","family":"Schiavone","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Veterinarie, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, Grugliasco, 10095 Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0172-4978","authenticated-orcid":false,"given":"Cecilia","family":"Mugnai","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Veterinarie, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, Grugliasco, 10095 Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4285-3795","authenticated-orcid":false,"given":"Dominga","family":"Soglia","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Veterinarie, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, Grugliasco, 10095 Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,7,5]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1016\/j.mcp.2004.01.002","article-title":"A non-invasive test for sex identification in Short-toed Eagle (Circaetus gallicus)","volume":"18","author":"Sacchi","year":"2004","journal-title":"Mol. 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