{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T15:34:49Z","timestamp":1793115289314,"version":"4.5.0"},"reference-count":153,"publisher":"Elsevier BV","issue":"12","license":[{"start":{"date-parts":[[2026,12,1]],"date-time":"2026-12-01T00:00:00Z","timestamp":1796083200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,12,1]],"date-time":"2026-12-01T00:00:00Z","timestamp":1796083200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,10,10]],"date-time":"2026-10-10T00:00:00Z","timestamp":1791590400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100010857","name":"Jiangxi Provincial Department of Science and Technology","doi-asserted-by":"publisher","award":["20241ZDD02037"],"award-info":[{"award-number":["20241ZDD02037"]}],"id":[{"id":"10.13039\/501100010857","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Poultry Science"],"published-print":{"date-parts":[[2026,12]]},"DOI":"10.1016\/j.psj.2026.107948","type":"journal-article","created":{"date-parts":[[2026,10,12]],"date-time":"2026-10-12T06:16:27Z","timestamp":1791785787000},"page":"107948","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"title":["Metabolomics in chickens: Bridging the gap between genotypes and phenotypes"],"prefix":"10.1016","volume":"105","author":[{"given":"Tian","family":"Lu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuqiang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qin","family":"He","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fan","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weijiao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5456-8089","authenticated-orcid":false,"given":"Xinwei","family":"Xiong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.psj.2026.107948_bib0001","first-page":"4","article-title":"Metabolomics\u2013an overview. From basic principles to potential biomarkers (part 1)","volume":"40","author":"Agin","year":"2016","journal-title":"M\u00e9d. Nucl."},{"key":"10.1016\/j.psj.2026.107948_bib0002","article-title":"Enhancement of growth performance, intestinal morphology, plasma biomarkers, and hepatic metabolomics in broiler chickens through medicinal plants-seaweed blend supplementation in drinking water","author":"Alhameli","year":"2025","journal-title":"J. Anim. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0003","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.105700","article-title":"Lipidomics in chicken meat flavor chemistry: current understanding, integrated omics approaches, and future perspectives","volume":"104","author":"Ali","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0004","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.105700","article-title":"Lipidomics in chicken meat flavor chemistry: current understanding, integrated omics approaches, and future perspectives","volume":"104","author":"Ali","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0005","doi-asserted-by":"crossref","first-page":"699","DOI":"10.1186\/s12864-025-11881-7","article-title":"Integrative transcriptomics and metabolomics reveal neuroendocrine-lipid crosstalk and adenosine signaling in broiler under heat stress","volume":"26","author":"An","year":"2025","journal-title":"BMC Genom."},{"key":"10.1016\/j.psj.2026.107948_bib0006","first-page":"12","article-title":"Quality and processability of modern poultry meat","author":"Barbut","year":"2022","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0007","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1007\/s11306-024-02155-6","article-title":"Analysis types and quantification methods applied in UHPLC-MS metabolomics research: a tutorial","volume":"20","author":"Beger","year":"2024","journal-title":"Metabolomics"},{"key":"10.1016\/j.psj.2026.107948_bib0008","doi-asserted-by":"crossref","DOI":"10.3389\/fphys.2022.934381","article-title":"A review of heat stress in chickens. Part I: insights into physiology and gut health","volume":"13","author":"Brugaletta","year":"2022","journal-title":"Front. Physiol."},{"key":"10.1016\/j.psj.2026.107948_bib0009","doi-asserted-by":"crossref","first-page":"2197","DOI":"10.3390\/genes14122197","article-title":"Genomic insights into molecular regulation mechanisms of intramuscular fat deposition in chicken","volume":"14","author":"Cao","year":"2023","journal-title":"Genes. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0011","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1016\/j.meatsci.2007.03.008","article-title":"Development of breast muscle and meat quality in Arbor Acres broilers, Jingxing 100 crossbred chickens and Beijing fatty chickens","volume":"77","author":"Chen","year":"2007","journal-title":"Meat. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0010","first-page":"439","article-title":"A modified data normalization method for GC-MS-based metabolomics to minimize batch variation","volume":"3","author":"Chen","year":"2014"},{"key":"10.1016\/j.psj.2026.107948_bib0012","doi-asserted-by":"crossref","DOI":"10.3389\/fphys.2024.1456664","article-title":"Comparative metabolomic analysis of spaghetti meat and wooden breast in broiler chickens: unveiling similarities and dissimilarities","volume":"15","author":"Choi","year":"2024","journal-title":"Front. Physiol."},{"key":"10.1016\/j.psj.2026.107948_bib0013","doi-asserted-by":"crossref","DOI":"10.1016\/j.isci.2023.106426","article-title":"The genomic characteristics affect phenotypic diversity from the perspective of genetic improvement of economic traits","volume":"26","author":"Chu","year":"2023","journal-title":"iScience"},{"key":"10.1016\/j.psj.2026.107948_bib0014","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1186\/s40104-022-00705-3","article-title":"A selected population study reveals the biochemical mechanism of intramuscular fat deposition in chicken meat","volume":"13","author":"Cui","year":"2022","journal-title":"J. Anim. Sci. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0015","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1186\/s40104-022-00705-3","article-title":"A selected population study reveals the biochemical mechanism of intramuscular fat deposition in chicken meat","volume":"13","author":"Cui","year":"2022","journal-title":"J. Anim. Sci. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0016","doi-asserted-by":"crossref","DOI":"10.1016\/j.lwt.2023.114737","article-title":"Identification of common aroma contributors and the regulated metabolites of different kinds of meat","volume":"181","author":"Cui","year":"2023","journal-title":"LWT"},{"key":"10.1016\/j.psj.2026.107948_bib0017","doi-asserted-by":"crossref","DOI":"10.3389\/fmolb.2026.1766666","article-title":"Enhancing agrifood systems with metabolomics: from crop improvement to food quality","volume":"13","author":"Dantas Corradin","year":"2026","journal-title":"Front. Mol. Biosci."},{"key":"10.1016\/j.psj.2026.107948_bib0018","volume":"13","author":"Dridi","year":"2022"},{"key":"10.1016\/j.psj.2026.107948_bib0019","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.104686","article-title":"Combined transcriptome and metabolome analysis of stable knockdown and overexpression of the CD8A gene in chicken T lymphocytes","volume":"104","author":"Du","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0020","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1186\/s12866-017-1055-x","article-title":"16S rRNA gene-based association study identified microbial taxa associated with pork intramuscular fat content in feces and cecum lumen","volume":"17","author":"Fang","year":"2017","journal-title":"BMC. Microbiol."},{"key":"10.1016\/j.psj.2026.107948_bib0021","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1186\/s12917-024-04233-2","article-title":"Terminalia bellirica and Andrographis paniculata dietary supplementation in mitigating heat stress-induced behavioral, metabolic and genetic alterations in broiler chickens","volume":"20","author":"Fayed","year":"2024","journal-title":"BMC. Vet. Res."},{"key":"10.1016\/j.psj.2026.107948_bib0022","doi-asserted-by":"crossref","first-page":"51","DOI":"10.3390\/metabo8030051","article-title":"Mind the gap: mapping mass spectral databases in genome-scale metabolic networks reveals poorly covered areas","volume":"8","author":"Frainay","year":"2018","journal-title":"Metabolites"},{"key":"10.1016\/j.psj.2026.107948_bib0023","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.105390","article-title":"Influence of slaughter age on meat quality, metabolite and volatile organic compound changes in Lueyang black-bone chickens","volume":"104","author":"Gao","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0024","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.105575","article-title":"Multi-omics profiling of hepatic macromolecules in laying hens with difference feed intake: mechanistic insights into antioxidant capacity modulation","volume":"104","author":"Gao","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0025","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijbiomac.2025.139938","article-title":"A comprehensive study of liver-gut microbiota and antioxidant enzyme activity mediated regulation of late-laying hens by high and low residual feed intake","volume":"298","author":"Gao","year":"2025","journal-title":"Int. J. Biol. Macromol."},{"key":"10.1016\/j.psj.2026.107948_bib0026","doi-asserted-by":"crossref","DOI":"10.3389\/fmicb.2025.1581309","article-title":"Elevated butyric acid and histamine in feces and serum as an indicator of onset of necrotic enteritis in broiler chickens","volume":"16","author":"Gautam","year":"2025","journal-title":"Front. Microbiol."},{"key":"10.1016\/j.psj.2026.107948_bib0027","first-page":"16","article-title":"Non-targeted metabolomics reveals liver metabolome changes in broiler chickens fed diets supplemented with fermented brewer's grain","author":"Gong","year":"2026","journal-title":"Sci. Rep."},{"key":"10.1016\/j.psj.2026.107948_bib0028","first-page":"11","article-title":"The study of growth and performance in local chicken breeds and varieties: a","author":"Gonzalez Ariza","year":"2021","journal-title":"Rev. Methods Sci. Transf. Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0029","doi-asserted-by":"crossref","first-page":"10707","DOI":"10.1007\/s11356-020-11348-0","article-title":"Heat stress alters serum lipid metabolism of Chinese indigenous broiler chickens-a lipidomics study","volume":"28","author":"Guo","year":"2021","journal-title":"Env. Sci. Pollut. Res. Int."},{"key":"10.1016\/j.psj.2026.107948_bib0030","doi-asserted-by":"crossref","first-page":"1103","DOI":"10.1186\/s12864-025-12316-z","article-title":"Integrating transcriptome and metabolome reveals sex-dependent meat quality regulation in Qiandongnan Xiaoxiang chickens","volume":"26","author":"Hao","year":"2025","journal-title":"BMC Genom."},{"key":"10.1016\/j.psj.2026.107948_bib0031","article-title":"Comparing DESI-MSI and MALDI-MSI mediated spatial metabolomics and their applications in cancer studies","volume":"12","author":"He","year":"2022","journal-title":"Front. Oncol."},{"key":"10.1016\/j.psj.2026.107948_bib0032","article-title":"Integrated genomic, transcriptomic, and metabolomic profile analysis reveals molecular mechanism underlying meat quality traits in Chinese Kangle chickens","volume":"12","author":"He","year":"2026","journal-title":"Food Chem. (Oxf)"},{"key":"10.1016\/j.psj.2026.107948_bib0033","doi-asserted-by":"crossref","DOI":"10.1016\/j.domaniend.2022.106745","article-title":"Quantifying heat stress; the roles on metabolic status and intestinal integrity in poultry, a review","volume":"81","author":"Hosseindoust","year":"2022","journal-title":"Domest. Anim. Endocrinol."},{"key":"10.1016\/j.psj.2026.107948_bib0034","series-title":"Metabolomics and Transcriptomics Reveal Age-Dependent Development of Meat Quality Traits in Jingyuan Chicken","first-page":"15","author":"Hu","year":"2025"},{"key":"10.1016\/j.psj.2026.107948_bib0035","doi-asserted-by":"crossref","DOI":"10.1016\/j.foodchem.2026.148544","article-title":"Regulation of lipid metabolism and flavor formation in Tianfu broiler chickens via the circ_015424\/miR-196-1-3p\/MOGAT1 axis","volume":"509","author":"Hu","year":"2026","journal-title":"Food Chem."},{"key":"10.1016\/j.psj.2026.107948_bib0037","first-page":"12","article-title":"Transcriptomics and metabolomics analysis of the ovaries of high and low egg production chickens","author":"Huang","year":"2022","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0038","doi-asserted-by":"crossref","first-page":"1062","DOI":"10.1080\/10408398.2020.1833832","article-title":"Research progress on inosine monophosphate deposition mechanism in chicken muscle","volume":"62","author":"Huang","year":"2022","journal-title":"Crit. Rev. Food Sci. Nutr."},{"key":"10.1016\/j.psj.2026.107948_bib0036","article-title":"Genetic and metabolic factors influencing skin yellowness in yellow-feathered broilers","volume":"104","author":"Huang","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0039","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.104230","article-title":"Metabolomic profiles and compositional differences involved in flavor characteristics of raw breast meat from slow- and fast-growing chickens in Thailand","volume":"103","author":"Indriani","year":"2024","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0040","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2026.106408","article-title":"Altered expression of metabolic pathways and immune-related genes revealed by RNA sequencing and metabolomic analysis in meat-type chickens with different growth rates","volume":"105","author":"Ishihara","year":"2026","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0041","doi-asserted-by":"crossref","DOI":"10.1128\/spectrum.01546-25","article-title":"Citrulline-enhanced chicken resistance to Salmonella Enteritidis infection via urea cycle modulation and nitric oxide production","volume":"13","author":"Jiang","year":"2025","journal-title":"Microbiol. Spectr."},{"key":"10.1016\/j.psj.2026.107948_bib0042","doi-asserted-by":"crossref","first-page":"D1670","DOI":"10.1093\/nar\/gkae973","article-title":"Generic Diagramming Platform (GDP): a comprehensive database of high-quality biomedical graphics","volume":"53","author":"Jiang","year":"2025","journal-title":"Nucleic. Acids. Res."},{"key":"10.1016\/j.psj.2026.107948_bib0043","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2022.101953","article-title":"Comparison of chicken breast quality characteristics and metabolites due to different rearing environments and refrigerated storage","volume":"101","author":"Jung","year":"2022","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0044","doi-asserted-by":"crossref","DOI":"10.3389\/fcimb.2025.1540290","article-title":"Metabolomic profiling and identification of potential biomarkers of highly pathogenic avian influenza (H5N1) in chicken","volume":"15","author":"Kadamthodi","year":"2025","journal-title":"Front. Cell Infect. Microbiol."},{"key":"10.1016\/j.psj.2026.107948_bib0045","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2023.102741","article-title":"Thigh muscle metabolic response is linked to feed efficiency and meat characteristics in slow-growing chicken","volume":"102","author":"Kaewsatuan","year":"2023","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0046","doi-asserted-by":"crossref","first-page":"n\/a","DOI":"10.2141\/jpsa.2023021","article-title":"Mechanisms underlying the effects of heat stress on intestinal integrity, inflammation, and microbiota in chickens","volume":"60","author":"Kikusato","year":"2023","journal-title":"J. Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0047","first-page":"45","article-title":"Advanced technologies of single-cell metabolomics unveiling cellular metabolic heterogeneity for biological and biomedical research","volume":"34","author":"Kuo","year":"2026","journal-title":"J. Food Drug Anal."},{"key":"10.1016\/j.psj.2026.107948_bib0048","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0274208","article-title":"Identification of circulating metabolites associated with wooden breast and white striping","volume":"17","author":"Lake","year":"2022","journal-title":"PLoS. One"},{"key":"10.1016\/j.psj.2026.107948_bib0049","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1007\/s11306-016-1105-7","article-title":"NMR-based metabolic characterization of chicken tissues and biofluids: a model for avian research","volume":"12","author":"Le Roy","year":"2016","journal-title":"Metabolomics"},{"key":"10.1016\/j.psj.2026.107948_bib0050","doi-asserted-by":"crossref","DOI":"10.1016\/j.foodres.2022.111046","article-title":"Effect of an animal-friendly raising environment on the quality, storage stability, and metabolomic profiles of chicken thigh meat","volume":"155","author":"Lee","year":"2022","journal-title":"Food Res. Int."},{"key":"10.1016\/j.psj.2026.107948_bib0051","doi-asserted-by":"crossref","first-page":"2360","DOI":"10.3390\/agriculture15222360","article-title":"Metabolic basis of breast muscle flavor in Houdan chicken crossbreeds revealed by GC\/LC-MS metabolomics","volume":"15","author":"Lei","year":"2025","journal-title":"Agriculture"},{"key":"10.1016\/j.psj.2026.107948_bib0055","doi-asserted-by":"crossref","first-page":"968","DOI":"10.1016\/j.jpha.2023.05.015","article-title":"Metabolomics: a useful tool for ischemic stroke research","volume":"13","author":"Li","year":"2023","journal-title":"J. Pharm. Anal."},{"key":"10.1016\/j.psj.2026.107948_bib0052","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.105912","article-title":"Integrated transcriptomic and metabolomic analysis reveals key regulatory genes and pathways associated with feed conversion efficiency in Tianchang Sanhuang chicken","volume":"104","author":"Li","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0053","article-title":"Transcriptomic and metabolomic insights into lipid metabolism genes underlying meat quality differences between yellow-feathered and white-feathered broilers in China","volume":"105","author":"Li","year":"2026","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0054","article-title":"Phocaeicola vulgatus promote growth rate via tryptophan metabolism pathway mediated gut sIgA production in Taihe Silky fowl","author":"Li","year":"2026","journal-title":"J. Adv. Res."},{"key":"10.1016\/j.psj.2026.107948_bib0056","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2026.107763","article-title":"Integrated lipidomic and transcriptomic analysis of intramuscular fat deposition in yellow-feathered broilers","volume":"105","author":"Li","year":"2026","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0057","doi-asserted-by":"crossref","DOI":"10.3389\/fmicb.2025.1682376","article-title":"Gut microbiome associated with melanin deposition by supporting energy metabolism in Sichuan mountainous black-bone chickens","volume":"16","author":"Liao","year":"2025","journal-title":"Front. Microbiol."},{"key":"10.1016\/j.psj.2026.107948_bib0058","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1080\/03079457.2025.2549360","article-title":"Gut microbiome and metabolome analysis reveal the alleviating effect of naringenin on duodenal damage in Ningdu yellow chickens caused by heat stress","volume":"55","author":"Lin","year":"2026","journal-title":"Avian Pathol."},{"key":"10.1016\/j.psj.2026.107948_bib0063","article-title":"Genetic variations for egg quality of chickens at late laying period revealed by genome-wide association study","volume":"8","author":"Liu","year":"2018","journal-title":"Sci. Rep."},{"key":"10.1016\/j.psj.2026.107948_bib0061","series-title":"Physicochemical, Nutritional Properties and Metabolomics Analysis Fat Deposition Mechanism of Chahua Chicken No. 2 and Yao Chicken","first-page":"13","author":"Liu","year":"2022"},{"key":"10.1016\/j.psj.2026.107948_bib0059","article-title":"Effects of phosphatidylethanolamine on intramuscular fat deposition and key gene identification by transcriptome sequencing in broiler chickens","volume":"104","author":"Liu","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0062","doi-asserted-by":"crossref","first-page":"8847","DOI":"10.1039\/D5AY01484K","article-title":"Evaluating untargeted metabolomics pipelines for sports nutrition research: a review","volume":"17","author":"Liu","year":"2025","journal-title":"Anal. Methods"},{"key":"10.1016\/j.psj.2026.107948_bib0060","article-title":"Integrative omics defines metabolic biomarkers and genetic regulatory mechanisms of mortality risk","volume":"13","author":"Liu","year":"2026","journal-title":"Adv. Sci. (Weinh)"},{"key":"10.1016\/j.psj.2026.107948_bib0064","doi-asserted-by":"crossref","DOI":"10.3389\/fmicb.2024.1494139","article-title":"The chicken cecal microbiome alters bile acids and riboflavin metabolism that correlate with intramuscular fat content","volume":"15","author":"Long","year":"2024","journal-title":"Front. Microbiol."},{"key":"10.1016\/j.psj.2026.107948_bib0065","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1038\/s41538-024-00335-1","article-title":"PPM1J regulates meat quality feature and glycerophospholipids composition in broiler by modulating protein dephosphorylation","volume":"8","author":"Ma","year":"2024","journal-title":"NPJ. Sci. Food"},{"key":"10.1016\/j.psj.2026.107948_bib0066","doi-asserted-by":"crossref","first-page":"4622","DOI":"10.1038\/s41598-021-84125-9","article-title":"Exploring the genetic architecture of feed efficiency traits in chickens","volume":"11","author":"Marchesi","year":"2021","journal-title":"Sci. Rep."},{"key":"10.1016\/j.psj.2026.107948_bib0067","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1111\/tpj.12681","article-title":"Metabolome-genome-wide association study dissects genetic architecture for generating natural variation in rice secondary metabolism","volume":"81","author":"Matsuda","year":"2015","journal-title":"Plant J."},{"key":"10.1016\/j.psj.2026.107948_bib0068","doi-asserted-by":"crossref","DOI":"10.1016\/j.cbpa.2024.102466","article-title":"New analytical methods focusing on polar metabolite analysis in mass spectrometry and NMR-based metabolomics","volume":"80","author":"McCullagh","year":"2024","journal-title":"Curr. Opin. Chem. Biol."},{"key":"10.1016\/j.psj.2026.107948_bib0069","doi-asserted-by":"crossref","first-page":"2026","DOI":"10.3389\/fanim.2026.1798067","article-title":"Mastering feed efficiency for a sustainable operation in poultry industry","volume":"7","author":"Medras","year":"2026","journal-title":"Front. Anim. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0070","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1186\/s12864-025-11832-2","article-title":"Comparative transcriptomic analysis reveals the important role of hepatic fatty acid metabolism in the acute heat stress response in chickens","volume":"26","author":"Mei","year":"2025","journal-title":"BMC Genom."},{"key":"10.1016\/j.psj.2026.107948_bib0071","doi-asserted-by":"crossref","DOI":"10.1016\/j.ygeno.2025.111105","article-title":"Identification of key genes and relevant genetic variants regulating muscle color in chicken using a multi-omics approach","volume":"117","author":"Men","year":"2025","journal-title":"Genomics"},{"key":"10.1016\/j.psj.2026.107948_bib0072","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2021.101320","article-title":"Untargeted and targeted metabolomics profiling reveals the underlying pathogenesis and abnormal arachidonic acid metabolism in laying hens with fatty liver hemorrhagic syndrome","volume":"100","author":"Meng","year":"2021","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0073","doi-asserted-by":"crossref","first-page":"6","DOI":"10.2527\/af.2016-0002","article-title":"Genomic selection: a paradigm shift in animal breeding","volume":"6","author":"Meuwissen","year":"2016","journal-title":"Anim. Front."},{"key":"10.1016\/j.psj.2026.107948_bib0074","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2026.106617","article-title":"Strategic role of poultry production sciences in shaping the future of global food security and strengthen sustainability","volume":"105","author":"Nassar","year":"2026","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0075","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.105542","article-title":"Decoding chicken growth regulation through multi-omics insights and emerging genetic tools for growth optimization","volume":"104","author":"Nawaz","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0076","doi-asserted-by":"crossref","first-page":"668","DOI":"10.1038\/nrd1157","article-title":"Opinion: understanding 'global' systems biology: metabonomics and the continuum of metabolism","volume":"2","author":"Nicholson","year":"2003","journal-title":"Nat. Rev. Drug Discov."},{"key":"10.1016\/j.psj.2026.107948_bib0077","doi-asserted-by":"crossref","first-page":"1038","DOI":"10.1093\/ps\/85.6.1038","article-title":"Creatine monohydrate and glucose supplementation to slow- and fast-growing chickens changes the postmortem pH in pectoralis major","volume":"85","author":"Nissen","year":"2006","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0078","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.105816","article-title":"Understanding the impact of glycolysis and oxidative stress on residual feed intake in slow-growing chicken","volume":"104","author":"Niyomphong","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0079","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.103439","article-title":"Research note: non-invasive urate sphere corticosterone metabolite as a novel biomarker for heat stress in poultry","volume":"103","author":"Oladokun","year":"2024","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0080","doi-asserted-by":"crossref","first-page":"1188","DOI":"10.1096\/fj.201800784R","article-title":"Disruption of G(0)\/G(1) switch gene 2 (G0S2) reduced abdominal fat deposition and altered fatty acid composition in chicken","volume":"33","author":"Park","year":"2019","journal-title":"FASEB J."},{"key":"10.1016\/j.psj.2026.107948_bib0081","first-page":"12","article-title":"The future of biomarkers in veterinary medicine: emerging approaches and associated challenges","author":"Perera","year":"2022","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0082","doi-asserted-by":"crossref","DOI":"10.1016\/j.jprot.2023.104926","article-title":"The potential of metabolomics in meat science: current applications, trends, and challenges","volume":"283-284","author":"Ramanathan","year":"2023","journal-title":"J. Proteom."},{"key":"10.1016\/j.psj.2026.107948_bib0083","first-page":"15","article-title":"Residual feed intake as a behavioral, nutritional and economic criterion in poultry production","author":"Ramankevich","year":"2025","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0084","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-025-16873-x","article-title":"Temporal metabolomic fingerprinting identifies adenine as a novel biomarker for early detection of Escherichia coli infection in broiler chickens","volume":"15","author":"Ranaraja","year":"2025","journal-title":"Sci. Rep."},{"key":"10.1016\/j.psj.2026.107948_bib0085","doi-asserted-by":"crossref","DOI":"10.1016\/j.japr.2024.100480","article-title":"Application of pumpkin oil as a new feed additive in Cobb Avian 48 broilers: its effect on performance, carcasses, digestive enzyme, blood metabolites and cecal bacterial load","volume":"33","author":"Reda","year":"2024","journal-title":"J. Appl. Poult. Res."},{"key":"10.1016\/j.psj.2026.107948_bib0086","doi-asserted-by":"crossref","first-page":"2022","DOI":"10.3389\/fvets.2022.906853","article-title":"Integrative analysis of metabolomic and transcriptomic data reveals the antioxidant potential of dietary lutein in chickens","volume":"9","author":"Ren","year":"2022","journal-title":"Front. Vet. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0087","doi-asserted-by":"crossref","first-page":"9280","DOI":"10.1080\/10408398.2023.2211671","article-title":"Contribution of intramuscular connective tissue and its structural components on meat tenderness-revisited: a review","volume":"64","author":"Roy","year":"2024","journal-title":"Crit. Rev. Food Sci. Nutr."},{"key":"10.1016\/j.psj.2026.107948_bib0088","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1007\/s11306-026-02453-1","article-title":"Integrated workflow for univariate and multivariate evaluation of batch correction reliability","volume":"22","author":"Salanon","year":"2026","journal-title":"Metabolomics"},{"key":"10.1016\/j.psj.2026.107948_bib0089","doi-asserted-by":"crossref","first-page":"2297","DOI":"10.4155\/bio-2019-0014","article-title":"Analytical techniques for metabolomic studies: a review","volume":"11","author":"Segers","year":"2019","journal-title":"Bioanalysis"},{"key":"10.1016\/j.psj.2026.107948_bib0090","doi-asserted-by":"crossref","first-page":"9274","DOI":"10.1038\/s41467-024-53692-6","article-title":"Integrative 3D genomics with multi-omics analysis and functional validation of genetic regulatory mechanisms of abdominal fat deposition in chickens","volume":"15","author":"Shen","year":"2024","journal-title":"Nat. Commun."},{"key":"10.1016\/j.psj.2026.107948_bib0091","first-page":"16","article-title":"Metabolomics and lipidomics in the study of reproductive performance in livestock","author":"Sheng","year":"2026","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0092","doi-asserted-by":"crossref","first-page":"367","DOI":"10.3390\/metabo12050367","article-title":"Untargeted metabolomics reveals the effect of selective breeding on the quality of chicken meat","volume":"12","author":"Shi","year":"2022","journal-title":"Metabolites"},{"key":"10.1016\/j.psj.2026.107948_bib0093","doi-asserted-by":"crossref","DOI":"10.1016\/j.vetmic.2025.110635","article-title":"Multi-omics profiling reveals infectious bursal disease virus-induced alterations in gene expression and metabolism in chicken bursa of fabricius","volume":"308","author":"Song","year":"2025","journal-title":"Vet. Microbiol."},{"key":"10.1016\/j.psj.2026.107948_bib0095","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1186\/s40104-025-01279-6","article-title":"Gut microbiota and metabolites in lipid metabolism and intramuscular fat deposition: mechanisms and implications for meat quality","volume":"16","author":"Song","year":"2025","journal-title":"J. Anim. Sci. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0094","doi-asserted-by":"crossref","DOI":"10.1016\/j.jtherbio.2026.104418","article-title":"Exogenous melatonin alleviates heat stress-induced metabolic slowdown affecting broiler growth by improving lipid metabolism","volume":"136","author":"Song","year":"2026","journal-title":"J. Therm. Biol."},{"key":"10.1016\/j.psj.2026.107948_bib0096","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1186\/s40104-025-01220-x","article-title":"Dihydrosanguinarine enhances tryptophan metabolism and intestinal immune function via AhR pathway activation in broilers","volume":"16","author":"Su","year":"2025","journal-title":"J. Anim. Sci. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0097","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s11306-007-0082-2","article-title":"Proposed minimum reporting standards for chemical analysis Chemical analysis Working Group (CAWG) Metabolomics Standards Initiative (MSI)","volume":"3","author":"Sumner","year":"2007","journal-title":"Metabolomics"},{"key":"10.1016\/j.psj.2026.107948_bib0098","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1186\/s40104-023-00987-1","article-title":"Insights into the mechanism of l-malic acid on drip loss of chicken meat under commercial conditions","volume":"15","author":"Sun","year":"2024","journal-title":"J. Anim. Sci. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0099","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pgen.1011467","article-title":"Protein phosphatase 1 catalytic subunit gamma is a causative gene for meat lightness and redness","volume":"20","author":"Sun","year":"2024","journal-title":"PLoS. Genet."},{"key":"10.1016\/j.psj.2026.107948_bib0100","doi-asserted-by":"crossref","first-page":"163","DOI":"10.2141\/jpsa.0170123","article-title":"Association between arachidonic acid and chicken meat and egg flavor, and their genetic regulation","volume":"55","author":"Takahashi","year":"2018","journal-title":"J. Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0101","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1007\/s11306-025-02387-0","article-title":"What's in a name? Metabolite identification: challenges and pitfalls in untargeted metabolomics","volume":"22","author":"Theodoridis","year":"2026","journal-title":"Metabolomics"},{"key":"10.1016\/j.psj.2026.107948_bib0102","first-page":"452","article-title":"Metabolomics technology and its applications in agricultural animal and plant research","volume":"42","author":"Tian","year":"2020","journal-title":"Yi. Chuan."},{"key":"10.1016\/j.psj.2026.107948_bib0104","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1186\/s40104-023-00868-7","article-title":"Serum metabolic profile and metabolome genome-wide association study in chicken","volume":"14","author":"Tian","year":"2023","journal-title":"J. Anim. Sci. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0103","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.104814","article-title":"Transcriptomic and metabolomic-based revelation of the effect of fresh corn extract on meat quality of Jingyuan chicken","volume":"104","author":"Tian","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0105","article-title":"The evaluation methods of chicken meat tenderness and their relationship","author":"Tong","year":"2004","journal-title":"Chin. J. Anim. Vet. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0115","first-page":"11","article-title":"Metabolomics-based analysis of the major taste contributors of meat by comparing differences in muscle tissue between chickens and common livestock species","author":"Wang","year":"2022","journal-title":"Foods"},{"key":"10.1016\/j.psj.2026.107948_bib0106","doi-asserted-by":"crossref","DOI":"10.1016\/j.foodres.2023.113083","article-title":"Integrated LC\/MS-based lipidomics and transcriptomics analyses revealed lipid composition heterogeneity between pectoralis intramuscular fat and abdominal fat and its regulatory mechanism in chicken","volume":"172","author":"Wang","year":"2023","journal-title":"Food Res. Int."},{"key":"10.1016\/j.psj.2026.107948_bib0111","article-title":"Metabolic and inflammatory linkage of the chicken cecal microbiome to growth performance","volume":"14","author":"Wang","year":"2023","journal-title":"Front. Microbiol."},{"key":"10.1016\/j.psj.2026.107948_bib0113","article-title":"Metabolomic profiling of Marek's disease virus infection in host cell based on untargeted LC-MS","volume":"14","author":"Wang","year":"2023","journal-title":"Front. Microbiol."},{"key":"10.1016\/j.psj.2026.107948_bib0107","doi-asserted-by":"crossref","first-page":"569","DOI":"10.1186\/s12917-024-04402-3","article-title":"Serum metabolic alterations in chickens upon infectious bursal disease virus infection","volume":"20","author":"Wang","year":"2024","journal-title":"BMC. Vet. Res."},{"key":"10.1016\/j.psj.2026.107948_bib0109","article-title":"Bioinformatics identification and validation of maternal blood biomarkers and immune cell infiltration in preeclampsia: an observational study","volume":"103","author":"Wang","year":"2024","journal-title":"Med. (Baltim.)"},{"key":"10.1016\/j.psj.2026.107948_bib0110","first-page":"14","article-title":"Identification of metabolites in muscles of Lueyang black-bone chickens: a comparative analysis of caged and cage-free rearing modes using untargeted metabolomic techniques","author":"Wang","year":"2024","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0114","doi-asserted-by":"crossref","DOI":"10.1016\/j.foodres.2023.113782","article-title":"Identification of characteristic aroma compounds in chicken meat and their metabolic mechanisms using gas chromatography-olfactometry, odor activity values, and metabolomics","volume":"175","author":"Wang","year":"2024","journal-title":"Food Res. Int."},{"key":"10.1016\/j.psj.2026.107948_bib0116","first-page":"14","article-title":"Non-targeted metabolomics of serum reveals biomarkers associated with body weight in Wumeng black-bone chickens","author":"Wang","year":"2024","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0108","first-page":"15","article-title":"Impact of chromium picolinate on breast muscle metabolomics and glucose and lipid metabolism-related genes in broilers under heat stress","author":"Wang","year":"2025","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0112","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1186\/s40104-025-01314-6","article-title":"Fat deposition and growth performance in broiler chickens are diversely influenced by maize or wheat following dietary crude protein reductions plausibly involving insulin","volume":"16","author":"Wang","year":"2025","journal-title":"J. Anim. Sci. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0117","doi-asserted-by":"crossref","first-page":"1819","DOI":"10.1152\/physrev.00035.2018","article-title":"Metabolomics for investigating physiological and pathophysiological processes","volume":"99","author":"Wishart","year":"2019","journal-title":"Physiol. Rev."},{"key":"10.1016\/j.psj.2026.107948_bib0119","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.104239","article-title":"Comparative analysis of the growth differences between hybrid Ningdu Yellow chickens and their parentals","volume":"103","author":"Wu","year":"2024","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0153","doi-asserted-by":"crossref","DOI":"10.3389\/fvets.2025.1711416","article-title":"NAD(+)-mediated SIRT1-LKB1-AMPK signaling drives lipid remodeling and meat quality differences between Daweishan miniature and Arbor Acres chicken breeds","volume":"12","author":"Wu","year":"2025","journal-title":"Front Vet Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0118","doi-asserted-by":"crossref","first-page":"3324","DOI":"10.1021\/acs.chemrev.5c00786","article-title":"MALDI Matrix: origins, innovations, and frontiers","volume":"126","author":"Wu","year":"2026","journal-title":"Chem. Rev."},{"key":"10.1016\/j.psj.2026.107948_bib0120","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.104981","article-title":"Multi-omics reveal the effects and regulatory mechanism of dietary echinocystic acid supplementation on abdominal fat and liver steatosis in broiler chickens","volume":"104","author":"Xiao","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0121","first-page":"50","article-title":"Harmonized methodology for evaluating the water-holding capacity of chicken breast and its correlation with meat color, tenderness and pH24 h","volume":"35","author":"Xin-ru","year":"2014","journal-title":"Food Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0122","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.103905","article-title":"Bacteroidales reduces growth rate through serum metabolites and cytokines in Chinese Ningdu yellow chickens","volume":"103","author":"Xiong","year":"2024","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0123","doi-asserted-by":"crossref","DOI":"10.1111\/1541-4337.13391","article-title":"Unraveling the flavor profiles of chicken meat: classes, biosynthesis, influencing factors in flavor development, and sensory evaluation","volume":"23","author":"Xu","year":"2024","journal-title":"Compr. Rev. Food Sci. Food Saf."},{"key":"10.1016\/j.psj.2026.107948_bib0126","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.103693","article-title":"Metabolomics analysis of CEF cells infected with avian leukosis virus subgroup J based on UHPLC-QE-MS","volume":"103","author":"Xu","year":"2024","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0127","article-title":"Exploring the effects of feeding methods on the growth and meat flavor of Wenchang chicken","volume":"104","author":"Xu","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0128","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1186\/s13567-025-01618-5","article-title":"Integrated transcriptomic and metabolomic analysis identifies host response mechanisms to oncogenic Marek's disease virus in Wenchang chickens","volume":"56","author":"Xu","year":"2025","journal-title":"Vet. Res."},{"key":"10.1016\/j.psj.2026.107948_bib0124","article-title":"Omnivorous feeding modulates meat quality and flavor in Xinghua and White Recessive Rock chickens: a metabolomic exploration of breed-specific metabolic pathways","volume":"105","author":"Xu","year":"2026","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0125","doi-asserted-by":"crossref","DOI":"10.1016\/j.fochx.2026.103914","article-title":"Meat quality and metabolism alterations in broiler driven by selective breeding and their associations with gut microbiota","volume":"36","author":"Xu","year":"2026","journal-title":"Food Chem. X."},{"key":"10.1016\/j.psj.2026.107948_bib0130","first-page":"13","article-title":"Integrated analysis of the effects of cecal microbiota and serum metabolome on market weights of Chinese native chickens","author":"Yang","year":"2023","journal-title":"Anim. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0131","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1186\/s40104-023-00900-w","article-title":"Ginkgo biloba extract alleviates fatty liver hemorrhagic syndrome in laying hens via reshaping gut microbiota","volume":"14","author":"Yang","year":"2023","journal-title":"J. Anim. Sci. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0129","first-page":"14","article-title":"Differences in flavour compounds and key metabolic markers in high-quality broiler rooster breast muscle based on broad-target metabolomics and volatile metabolomics","author":"Yang","year":"2025","journal-title":"Foods"},{"key":"10.1016\/j.psj.2026.107948_bib0132","article-title":"Integrated genomics and metabolomics analysis revealed the metabolic mechanisms by which genetic variations affect the growth performance of local chickens","volume":"105","author":"Yang","year":"2026","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0133","doi-asserted-by":"crossref","first-page":"254","DOI":"10.1186\/s13059-024-03401-9","article-title":"Assessing and mitigating batch effects in large-scale omics studies","volume":"25","author":"Yu","year":"2024","journal-title":"Genome Biol."},{"key":"10.1016\/j.psj.2026.107948_bib0134","first-page":"639","article-title":"Importance of feed efficiency for sustainable intensification of chicken meat production: implications and role for amino acids, feed enzymes and organic trace minerals. World's","volume":"77","author":"Zampiga","year":"2021","journal-title":"Poult. Sci. J."},{"key":"10.1016\/j.psj.2026.107948_bib0135","doi-asserted-by":"crossref","DOI":"10.1016\/j.animal.2021.100275","article-title":"Breast muscle and plasma metabolomics profile of broiler chickens exposed to chronic heat stress conditions","volume":"15","author":"Zampiga","year":"2021","journal-title":"Animal"},{"key":"10.1016\/j.psj.2026.107948_bib0136","doi-asserted-by":"crossref","DOI":"10.1016\/j.semnephrol.2025.151583","article-title":"Challenges in spatial metabolomics and proteomics for functional tissue unit and single-cell resolution","volume":"44","author":"Zemaitis","year":"2024","journal-title":"Semin. Nephrol."},{"key":"10.1016\/j.psj.2026.107948_bib0137","doi-asserted-by":"crossref","DOI":"10.1016\/j.lwt.2019.108786","article-title":"Characterization of flavor active non-volatile compounds in chicken broth and correlated contributing constituent compounds in muscle through sensory evaluation and partial least square regression analysis","volume":"118","author":"Zhan","year":"2020","journal-title":"LWT"},{"key":"10.1016\/j.psj.2026.107948_bib0138","article-title":"Guanidino-acetic acid: a scarce substance in biomass that can regulate postmortem meat glycolysis of broilers subjected to pre-slaughter transportation","volume":"8","author":"Zhang","year":"2020","journal-title":"Front. Bioeng. Biotechnol."},{"key":"10.1016\/j.psj.2026.107948_bib0141","doi-asserted-by":"crossref","first-page":"2238","DOI":"10.1039\/D1FO03622J","article-title":"Protective effects of chlorogenic acid on the meat quality of oxidatively stressed broilers revealed by integrated metabolomics and antioxidant analysis","volume":"13","author":"Zhang","year":"2022","journal-title":"Food Funct."},{"key":"10.1016\/j.psj.2026.107948_bib0142","doi-asserted-by":"crossref","DOI":"10.1128\/msystems.00844-23","article-title":"Integrated multi-omics reveals the roles of cecal microbiota and its derived bacterial consortium in promoting chicken growth","volume":"8","author":"Zhang","year":"2023","journal-title":"mSystems"},{"key":"10.1016\/j.psj.2026.107948_bib0140","doi-asserted-by":"crossref","first-page":"2549","DOI":"10.3390\/foods13162549","article-title":"Metabolomics reveals glycerophospholipids, peptides, and flavonoids contributing to breast meat flavor and benefit properties of Beijing-You chicken","volume":"13","author":"Zhang","year":"2024","journal-title":"Foods"},{"key":"10.1016\/j.psj.2026.107948_bib0143","doi-asserted-by":"crossref","DOI":"10.3389\/fvets.2024.1501630","article-title":"Advance in the application of metabolomics technology in poultry","volume":"11","author":"Zhang","year":"2024","journal-title":"Front. Vet. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0139","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2025.105937","article-title":"Transcriptome profiling of fast-glycolytic and slow-oxidative muscle fibers in chickens under short- and long-term high-fat diets","volume":"104","author":"Zhang","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0144","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.104433","article-title":"Single-cell transcriptomics and tissue metabolomics uncover mechanisms underlying wooden breast disease in broilers","volume":"103","author":"Zhao","year":"2024","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0145","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.103920","article-title":"Integrating metabolomics and transcriptomics to analyze the differences of breast muscle quality and flavor formation between Daweishan mini chicken and broiler","volume":"103","author":"Zhao","year":"2024","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0146","doi-asserted-by":"crossref","DOI":"10.1093\/jas\/skaf264","article-title":"Study on the mechanism of intramuscular fat deposition in Jingyuan chicken based on weighted gene co-expression network analysi: the role of genes, metabolites, and lipids","volume":"103","author":"Zhao","year":"2025","journal-title":"J. Anim. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0147","article-title":"The changes in genetic parameters and genomic selection of lambing rate in Hu sheep following marker-assisted selection","author":"Zhao","year":"2025","journal-title":"J. Anim. Breed. Genet."},{"key":"10.1016\/j.psj.2026.107948_bib0148","first-page":"938","article-title":"Comprehensive analysis of liver transcriptome and metabolome response to oncogenic Marek's Disease virus infection in Wenchang chickens","volume":"14","author":"Zhi","year":"2025","journal-title":"Biol. (Basel)"},{"key":"10.1016\/j.psj.2026.107948_bib0149","article-title":"Omics based technology application in poultry meat research","volume":"104","author":"Zhou","year":"2025","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0150","doi-asserted-by":"crossref","DOI":"10.1016\/j.psj.2024.104404","article-title":"Integrative multiomics analysis identifies key genes regulating intramuscular fat deposition during development","volume":"103","author":"Zhu","year":"2024","journal-title":"Poult. Sci."},{"key":"10.1016\/j.psj.2026.107948_bib0151","doi-asserted-by":"crossref","unstructured":"Zollitsch, W., T. Kristensen, C. Krutzinna, F. MacNaeihde, & D. Younie. 2004. Feeding for health and welfare: the challenge of formulating well-balanced rations in organic livestock production.","DOI":"10.1079\/9780851996684.0329"},{"key":"10.1016\/j.psj.2026.107948_bib0152","doi-asserted-by":"crossref","first-page":"302","DOI":"10.1016\/j.aninu.2024.11.028","article-title":"Integrative analysis of metabolomics and transcriptomics reveals alterations in egg quality and hepatic lipid metabolism in hens supplemented with curcumin","volume":"21","author":"Zou","year":"2025","journal-title":"Anim. Nutr."}],"container-title":["Poultry Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0032579126015828?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0032579126015828?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T15:04:22Z","timestamp":1793113462000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0032579126015828"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,12]]},"references-count":153,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2026,12]]}},"alternative-id":["S0032579126015828"],"URL":"https:\/\/doi.org\/10.1016\/j.psj.2026.107948","relation":{},"ISSN":["0032-5791"],"issn-type":[{"value":"0032-5791","type":"print"}],"subject":[],"published":{"date-parts":[[2026,12]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Metabolomics in chickens: Bridging the gap between genotypes and phenotypes","name":"articletitle","label":"Article Title"},{"value":"Poultry Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.psj.2026.107948","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Authors. Published by Elsevier Inc. on behalf of Poultry Science Association Inc.","name":"copyright","label":"Copyright"}],"article-number":"107948"}}