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Heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male Hu sheep lambs
BACKGROUND: Heritable rumen microbiota is an important modulator of ruminant growth performance. However, no information exists to date on host genetics-rumen microbiota interactions and their association with phenotype in sheep. To solve this, we curated and analyzed whole-genome resequencing genot...
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/PMC10463499/ https://www.ncbi.nlm.nih.gov/pubmed/37644504 http://dx.doi.org/10.1186/s40168-023-01642-7 |
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author | Wang, Weimin Zhang, Yukun Zhang, Xiaoxue Li, Chong Yuan, Lvfeng Zhang, Deyin Zhao, Yuan Li, Xiaolong Cheng, Jiangbo Lin, Changchun Zhao, Liming Wang, Jianghui Xu, Dan Yue, Xiangpeng Li, Wanhong Wen, Xiuxiu Jiang, Zhihua Ding, Xuezhi Salekdeh, Ghasem Hosseini Li, Fadi |
author_facet | Wang, Weimin Zhang, Yukun Zhang, Xiaoxue Li, Chong Yuan, Lvfeng Zhang, Deyin Zhao, Yuan Li, Xiaolong Cheng, Jiangbo Lin, Changchun Zhao, Liming Wang, Jianghui Xu, Dan Yue, Xiangpeng Li, Wanhong Wen, Xiuxiu Jiang, Zhihua Ding, Xuezhi Salekdeh, Ghasem Hosseini Li, Fadi |
author_sort | Wang, Weimin |
collection | PubMed |
description | BACKGROUND: Heritable rumen microbiota is an important modulator of ruminant growth performance. However, no information exists to date on host genetics-rumen microbiota interactions and their association with phenotype in sheep. To solve this, we curated and analyzed whole-genome resequencing genotypes, 16S rumen-microbiota data, and longitudinal body weight (BW) phenotypes from 1150 sheep. RESULTS: A variance component model indicated significant heritability of rumen microbial community diversity. Genome-wide association studies (GWAS) using microbial features as traits identified 411 loci-taxon significant associations (P < 10(−8)). We found a heritability of 39% for 180-day-old BW, while also the rumen microbiota likely played a significant role, explaining that 20% of the phenotypic variation. Microbiota-wide association studies (MWAS) and GWAS identified four marker genera (Bonferroni corrected P < 0.05) and five novel genetic variants (P < 10(−8)) that were significantly associated with BW. Integrative analysis identified the mediating role of marker genera in genotype influencing phenotype and unravelled that the same genetic markers have direct and indirect effects on sheep weight. CONCLUSIONS: This study reveals a reciprocal interplay among host genetic variations, the rumen microbiota and the body weight traits of sheep. The information obtained provide insights into the diverse microbiota characteristics of rumen and may help in designing precision microbiota management strategies for controlling and manipulating sheep rumen microbiota to increase productivity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-023-01642-7. |
format | Online Article Text |
id | pubmed-10463499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104634992023-08-30 Heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male Hu sheep lambs Wang, Weimin Zhang, Yukun Zhang, Xiaoxue Li, Chong Yuan, Lvfeng Zhang, Deyin Zhao, Yuan Li, Xiaolong Cheng, Jiangbo Lin, Changchun Zhao, Liming Wang, Jianghui Xu, Dan Yue, Xiangpeng Li, Wanhong Wen, Xiuxiu Jiang, Zhihua Ding, Xuezhi Salekdeh, Ghasem Hosseini Li, Fadi Microbiome Research BACKGROUND: Heritable rumen microbiota is an important modulator of ruminant growth performance. However, no information exists to date on host genetics-rumen microbiota interactions and their association with phenotype in sheep. To solve this, we curated and analyzed whole-genome resequencing genotypes, 16S rumen-microbiota data, and longitudinal body weight (BW) phenotypes from 1150 sheep. RESULTS: A variance component model indicated significant heritability of rumen microbial community diversity. Genome-wide association studies (GWAS) using microbial features as traits identified 411 loci-taxon significant associations (P < 10(−8)). We found a heritability of 39% for 180-day-old BW, while also the rumen microbiota likely played a significant role, explaining that 20% of the phenotypic variation. Microbiota-wide association studies (MWAS) and GWAS identified four marker genera (Bonferroni corrected P < 0.05) and five novel genetic variants (P < 10(−8)) that were significantly associated with BW. Integrative analysis identified the mediating role of marker genera in genotype influencing phenotype and unravelled that the same genetic markers have direct and indirect effects on sheep weight. CONCLUSIONS: This study reveals a reciprocal interplay among host genetic variations, the rumen microbiota and the body weight traits of sheep. The information obtained provide insights into the diverse microbiota characteristics of rumen and may help in designing precision microbiota management strategies for controlling and manipulating sheep rumen microbiota to increase productivity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-023-01642-7. BioMed Central 2023-08-29 /pmc/articles/PMC10463499/ /pubmed/37644504 http://dx.doi.org/10.1186/s40168-023-01642-7 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 Wang, Weimin Zhang, Yukun Zhang, Xiaoxue Li, Chong Yuan, Lvfeng Zhang, Deyin Zhao, Yuan Li, Xiaolong Cheng, Jiangbo Lin, Changchun Zhao, Liming Wang, Jianghui Xu, Dan Yue, Xiangpeng Li, Wanhong Wen, Xiuxiu Jiang, Zhihua Ding, Xuezhi Salekdeh, Ghasem Hosseini Li, Fadi Heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male Hu sheep lambs |
title | Heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male Hu sheep lambs |
title_full | Heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male Hu sheep lambs |
title_fullStr | Heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male Hu sheep lambs |
title_full_unstemmed | Heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male Hu sheep lambs |
title_short | Heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male Hu sheep lambs |
title_sort | heritability and recursive influence of host genetics on the rumen microbiota drive body weight variance in male hu sheep lambs |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463499/ https://www.ncbi.nlm.nih.gov/pubmed/37644504 http://dx.doi.org/10.1186/s40168-023-01642-7 |
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