Liz J Fuentes Rojas,Fernando Bussiman,Tainã Figueiredo Cardoso,Gabriel A Colmenarez,Liliane Costa Conteville,Bárbara C Padilha Antonio,Henrique Torres Ventura,Juliana Jorge Paschoal,Daniela Lourenco,Luciana Correia De Almeida Regitano
{"title":"肉牛微生物群多样性及其与生产性能表型的关系。","authors":"Liz J Fuentes Rojas,Fernando Bussiman,Tainã Figueiredo Cardoso,Gabriel A Colmenarez,Liliane Costa Conteville,Bárbara C Padilha Antonio,Henrique Torres Ventura,Juliana Jorge Paschoal,Daniela Lourenco,Luciana Correia De Almeida Regitano","doi":"10.1093/jas/skaf340","DOIUrl":null,"url":null,"abstract":"BACKGROUND\r\nFeed efficiency, nutrient utilization, and methane emission are highly dependent on the gastrointestinal microbiota, implying an influence of these microorganisms on economically important traits (e.g., carcass traits and meat quality). The interaction between microbial composition, diet, and host performance suggests that microbiota-targeted strategies may increase production in livestock animals. However, little is known about this interaction in beef cattle. We aimed to characterize the gastrointestinal microbiota and identify taxa associated with performance phenotypes in Nellore bulls.\r\n\r\nRESULTS\r\nWe identified 1,268 bacterial and 75 archaeal amplicon sequence variants (ASVs). For both bacteria and archaea, alpha diversity showed significant within-year variation. No statistical differences were found for the Shannon index for bacteria in 2019 versus 2021 or archaea in 2019-2020 and 2021-2022. Except for 2022 (bacteria), no clusters were observed for bacteria or archaea beta diversity across years. Ten different bacteria ASVs were found to affect ribeye area (RA), whereas only five did so for metabolic weight (MW). For archaea, eight ASVs had a significant effect on RA, whereas 15 were found to affect MW. Coefficients of the regression of phenotype on ASV ranged from (± SE, in SD units) -0.40 ± 0.08 (ASV 892, Bacteroidales RF16 spp.) to 0.36 ± 0.11 (ASV 605, Marvinbryantia spp.) for MW, and from -0.72 ± 0.20 (ASV 188, Faecalibacterium spp.) to 0.65 ± 65 (ASV 457, Christensenellaceae R-7 spp.) for RA.\r\n\r\nCONCLUSION\r\nOur study revealed significant associations between ASV and traits of economic importance in beef cattle, including carcass, feed efficiency, and morphology, indicating that the microbiome influences animal performance. Further research is needed to elucidate the biological mechanisms behind these associations.","PeriodicalId":14895,"journal":{"name":"Journal of animal science","volume":"93 1","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Microbiota diversity and association with performance phenotypes in beef bulls.\",\"authors\":\"Liz J Fuentes Rojas,Fernando Bussiman,Tainã Figueiredo Cardoso,Gabriel A Colmenarez,Liliane Costa Conteville,Bárbara C Padilha Antonio,Henrique Torres Ventura,Juliana Jorge Paschoal,Daniela Lourenco,Luciana Correia De Almeida Regitano\",\"doi\":\"10.1093/jas/skaf340\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"BACKGROUND\\r\\nFeed efficiency, nutrient utilization, and methane emission are highly dependent on the gastrointestinal microbiota, implying an influence of these microorganisms on economically important traits (e.g., carcass traits and meat quality). The interaction between microbial composition, diet, and host performance suggests that microbiota-targeted strategies may increase production in livestock animals. However, little is known about this interaction in beef cattle. We aimed to characterize the gastrointestinal microbiota and identify taxa associated with performance phenotypes in Nellore bulls.\\r\\n\\r\\nRESULTS\\r\\nWe identified 1,268 bacterial and 75 archaeal amplicon sequence variants (ASVs). For both bacteria and archaea, alpha diversity showed significant within-year variation. No statistical differences were found for the Shannon index for bacteria in 2019 versus 2021 or archaea in 2019-2020 and 2021-2022. Except for 2022 (bacteria), no clusters were observed for bacteria or archaea beta diversity across years. Ten different bacteria ASVs were found to affect ribeye area (RA), whereas only five did so for metabolic weight (MW). For archaea, eight ASVs had a significant effect on RA, whereas 15 were found to affect MW. Coefficients of the regression of phenotype on ASV ranged from (± SE, in SD units) -0.40 ± 0.08 (ASV 892, Bacteroidales RF16 spp.) to 0.36 ± 0.11 (ASV 605, Marvinbryantia spp.) for MW, and from -0.72 ± 0.20 (ASV 188, Faecalibacterium spp.) to 0.65 ± 65 (ASV 457, Christensenellaceae R-7 spp.) for RA.\\r\\n\\r\\nCONCLUSION\\r\\nOur study revealed significant associations between ASV and traits of economic importance in beef cattle, including carcass, feed efficiency, and morphology, indicating that the microbiome influences animal performance. Further research is needed to elucidate the biological mechanisms behind these associations.\",\"PeriodicalId\":14895,\"journal\":{\"name\":\"Journal of animal science\",\"volume\":\"93 1\",\"pages\":\"\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2025-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of animal science\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://doi.org/10.1093/jas/skaf340\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURE, DAIRY & ANIMAL SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of animal science","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1093/jas/skaf340","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, DAIRY & ANIMAL SCIENCE","Score":null,"Total":0}
Microbiota diversity and association with performance phenotypes in beef bulls.
BACKGROUND
Feed efficiency, nutrient utilization, and methane emission are highly dependent on the gastrointestinal microbiota, implying an influence of these microorganisms on economically important traits (e.g., carcass traits and meat quality). The interaction between microbial composition, diet, and host performance suggests that microbiota-targeted strategies may increase production in livestock animals. However, little is known about this interaction in beef cattle. We aimed to characterize the gastrointestinal microbiota and identify taxa associated with performance phenotypes in Nellore bulls.
RESULTS
We identified 1,268 bacterial and 75 archaeal amplicon sequence variants (ASVs). For both bacteria and archaea, alpha diversity showed significant within-year variation. No statistical differences were found for the Shannon index for bacteria in 2019 versus 2021 or archaea in 2019-2020 and 2021-2022. Except for 2022 (bacteria), no clusters were observed for bacteria or archaea beta diversity across years. Ten different bacteria ASVs were found to affect ribeye area (RA), whereas only five did so for metabolic weight (MW). For archaea, eight ASVs had a significant effect on RA, whereas 15 were found to affect MW. Coefficients of the regression of phenotype on ASV ranged from (± SE, in SD units) -0.40 ± 0.08 (ASV 892, Bacteroidales RF16 spp.) to 0.36 ± 0.11 (ASV 605, Marvinbryantia spp.) for MW, and from -0.72 ± 0.20 (ASV 188, Faecalibacterium spp.) to 0.65 ± 65 (ASV 457, Christensenellaceae R-7 spp.) for RA.
CONCLUSION
Our study revealed significant associations between ASV and traits of economic importance in beef cattle, including carcass, feed efficiency, and morphology, indicating that the microbiome influences animal performance. Further research is needed to elucidate the biological mechanisms behind these associations.
期刊介绍:
The Journal of Animal Science (JAS) is the premier journal for animal science and serves as the leading source of new knowledge and perspective in this area. JAS publishes more than 500 fully reviewed research articles, invited reviews, technical notes, and letters to the editor each year.
Articles published in JAS encompass a broad range of research topics in animal production and fundamental aspects of genetics, nutrition, physiology, and preparation and utilization of animal products. Articles typically report research with beef cattle, companion animals, goats, horses, pigs, and sheep; however, studies involving other farm animals, aquatic and wildlife species, and laboratory animal species that address fundamental questions related to livestock and companion animal biology will be considered for publication.