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Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens
BACKGROUND: Improving feed efficiency is the most important goal for modern animal production. The regulatory mechanisms of controlling feed efficiency traits are extremely complex and include the functions related to host genetics and gut microbiota. Short-chain fatty acids (SCFAs), as significant...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10472625/ https://www.ncbi.nlm.nih.gov/pubmed/37653442 http://dx.doi.org/10.1186/s40168-023-01627-6 |
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author | He, Zhengxiao Liu, Ranran Wang, Mengjie Wang, Qiao Zheng, Jumei Ding, Jiqiang Wen, Jie Fahey, Alan G. Zhao, Guiping |
author_facet | He, Zhengxiao Liu, Ranran Wang, Mengjie Wang, Qiao Zheng, Jumei Ding, Jiqiang Wen, Jie Fahey, Alan G. Zhao, Guiping |
author_sort | He, Zhengxiao |
collection | PubMed |
description | BACKGROUND: Improving feed efficiency is the most important goal for modern animal production. The regulatory mechanisms of controlling feed efficiency traits are extremely complex and include the functions related to host genetics and gut microbiota. Short-chain fatty acids (SCFAs), as significant metabolites of microbiota, could be used to refine the combined effect of host genetics and gut microbiota. However, the association of SCFAs with the gut microbiota and host genetics for regulating feed efficiency is far from understood. RESULTS: In this study, 464 broilers were housed for RFI measuring and examining the host genome sequence. And 300 broilers were examined for cecal microbial data and SCFA concentration. Genome-wide association studies (GWAS) showed that four out of seven SCFAs had significant associations with genome variants. One locus (chr4: 29414391–29417189), located near or inside the genes MAML3, SETD7, and MGST2, was significantly associated with propionate and had a modest effect on feed efficiency traits and the microbiota. The genetic effect of the top SNP explained 8.43% variance of propionate. Individuals with genotype AA had significantly different propionate concentrations (0.074 vs. 0.131 μg/mg), feed efficiency (FCR: 1.658 vs. 1.685), and relative abundance of 14 taxa compared to those with the GG genotype. Christensenellaceae and Christensenellaceae_R-7_group were associated with feed efficiency, propionate concentration, the top SNP genotypes, and lipid metabolism. Individuals with a higher cecal abundance of these taxa showed better feed efficiency and lower concentrations of caecal SCFAs. CONCLUSION: Our study provides strong evidence of the pathway that host genome variants affect the cecal SCFA by influencing caecal microbiota and then regulating feed efficiency. The cecal taxa Christensenellaceae and Christensenellaceae_R-7_group were identified as representative taxa contributing to the combined effect of host genetics and SCFAs on chicken feed efficiency. These findings provided strong evidence of the combined effect of host genetics and gut microbial SCFAs in regulating feed efficiency traits. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-023-01627-6. |
format | Online Article Text |
id | pubmed-10472625 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104726252023-09-02 Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens He, Zhengxiao Liu, Ranran Wang, Mengjie Wang, Qiao Zheng, Jumei Ding, Jiqiang Wen, Jie Fahey, Alan G. Zhao, Guiping Microbiome Research BACKGROUND: Improving feed efficiency is the most important goal for modern animal production. The regulatory mechanisms of controlling feed efficiency traits are extremely complex and include the functions related to host genetics and gut microbiota. Short-chain fatty acids (SCFAs), as significant metabolites of microbiota, could be used to refine the combined effect of host genetics and gut microbiota. However, the association of SCFAs with the gut microbiota and host genetics for regulating feed efficiency is far from understood. RESULTS: In this study, 464 broilers were housed for RFI measuring and examining the host genome sequence. And 300 broilers were examined for cecal microbial data and SCFA concentration. Genome-wide association studies (GWAS) showed that four out of seven SCFAs had significant associations with genome variants. One locus (chr4: 29414391–29417189), located near or inside the genes MAML3, SETD7, and MGST2, was significantly associated with propionate and had a modest effect on feed efficiency traits and the microbiota. The genetic effect of the top SNP explained 8.43% variance of propionate. Individuals with genotype AA had significantly different propionate concentrations (0.074 vs. 0.131 μg/mg), feed efficiency (FCR: 1.658 vs. 1.685), and relative abundance of 14 taxa compared to those with the GG genotype. Christensenellaceae and Christensenellaceae_R-7_group were associated with feed efficiency, propionate concentration, the top SNP genotypes, and lipid metabolism. Individuals with a higher cecal abundance of these taxa showed better feed efficiency and lower concentrations of caecal SCFAs. CONCLUSION: Our study provides strong evidence of the pathway that host genome variants affect the cecal SCFA by influencing caecal microbiota and then regulating feed efficiency. The cecal taxa Christensenellaceae and Christensenellaceae_R-7_group were identified as representative taxa contributing to the combined effect of host genetics and SCFAs on chicken feed efficiency. These findings provided strong evidence of the combined effect of host genetics and gut microbial SCFAs in regulating feed efficiency traits. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-023-01627-6. BioMed Central 2023-09-01 /pmc/articles/PMC10472625/ /pubmed/37653442 http://dx.doi.org/10.1186/s40168-023-01627-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research He, Zhengxiao Liu, Ranran Wang, Mengjie Wang, Qiao Zheng, Jumei Ding, Jiqiang Wen, Jie Fahey, Alan G. Zhao, Guiping Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens |
title | Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens |
title_full | Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens |
title_fullStr | Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens |
title_full_unstemmed | Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens |
title_short | Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens |
title_sort | combined effect of microbially derived cecal scfa and host genetics on feed efficiency in broiler chickens |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10472625/ https://www.ncbi.nlm.nih.gov/pubmed/37653442 http://dx.doi.org/10.1186/s40168-023-01627-6 |
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