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Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters

Despite recent efforts to characterize longitudinal variation in the swine gut microbiome, the extent to which a host’s genome impacts the composition of its gut microbiome is not yet well understood in pigs. The objectives of this study were: i) to identify pig gut microbiome features associated wi...

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Autores principales: Bergamaschi, Matteo, Maltecca, Christian, Schillebeeckx, Constantino, McNulty, Nathan P., Schwab, Clint, Shull, Caleb, Fix, Justin, Tiezzi, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311463/
https://www.ncbi.nlm.nih.gov/pubmed/32576852
http://dx.doi.org/10.1038/s41598-020-66791-3
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author Bergamaschi, Matteo
Maltecca, Christian
Schillebeeckx, Constantino
McNulty, Nathan P.
Schwab, Clint
Shull, Caleb
Fix, Justin
Tiezzi, Francesco
author_facet Bergamaschi, Matteo
Maltecca, Christian
Schillebeeckx, Constantino
McNulty, Nathan P.
Schwab, Clint
Shull, Caleb
Fix, Justin
Tiezzi, Francesco
author_sort Bergamaschi, Matteo
collection PubMed
description Despite recent efforts to characterize longitudinal variation in the swine gut microbiome, the extent to which a host’s genome impacts the composition of its gut microbiome is not yet well understood in pigs. The objectives of this study were: i) to identify pig gut microbiome features associated with growth and fatness, ii) to estimate the heritability of those features, and, iii) to conduct a genome-wide association study exploring the relationship between those features and single nucleotide polymorphisms (SNP) in the pig genome. A total of 1,028 pigs were characterized. Animals were genotyped with the Illumina PorcineSNP60 Beadchip. Microbiome samples from fecal swabs were obtained at weaning (Wean), at mid-test during the growth trial (MidTest), and at the end of the growth trial (OffTest). Average daily gain was calculated from birth to week 14 of the growth trial, from weaning to week 14, from week 14 to week 22, and from week 14 to harvest. Backfat and loin depth were also measured at weeks 14 and 22. Heritability estimates (±SE) of Operational Taxonomic Units ranged from 0.025 (±0.0002) to 0.139 (±0.003), from 0.029 (±0.003) to 0.289 (±0.004), and from 0.025 (±0.003) to 0.545 (±0.034) at Wean, MidTest, and OffTest, respectively. Several SNP were significantly associated with taxa at the three time points. These SNP were located in genomic regions containing a total of 68 genes. This study provides new evidence linking gut microbiome composition with growth and carcass traits in swine, while also identifying putative host genetic markers associated with significant differences in the abundance of several prevalent microbiome features.
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spelling pubmed-73114632020-06-25 Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters Bergamaschi, Matteo Maltecca, Christian Schillebeeckx, Constantino McNulty, Nathan P. Schwab, Clint Shull, Caleb Fix, Justin Tiezzi, Francesco Sci Rep Article Despite recent efforts to characterize longitudinal variation in the swine gut microbiome, the extent to which a host’s genome impacts the composition of its gut microbiome is not yet well understood in pigs. The objectives of this study were: i) to identify pig gut microbiome features associated with growth and fatness, ii) to estimate the heritability of those features, and, iii) to conduct a genome-wide association study exploring the relationship between those features and single nucleotide polymorphisms (SNP) in the pig genome. A total of 1,028 pigs were characterized. Animals were genotyped with the Illumina PorcineSNP60 Beadchip. Microbiome samples from fecal swabs were obtained at weaning (Wean), at mid-test during the growth trial (MidTest), and at the end of the growth trial (OffTest). Average daily gain was calculated from birth to week 14 of the growth trial, from weaning to week 14, from week 14 to week 22, and from week 14 to harvest. Backfat and loin depth were also measured at weeks 14 and 22. Heritability estimates (±SE) of Operational Taxonomic Units ranged from 0.025 (±0.0002) to 0.139 (±0.003), from 0.029 (±0.003) to 0.289 (±0.004), and from 0.025 (±0.003) to 0.545 (±0.034) at Wean, MidTest, and OffTest, respectively. Several SNP were significantly associated with taxa at the three time points. These SNP were located in genomic regions containing a total of 68 genes. This study provides new evidence linking gut microbiome composition with growth and carcass traits in swine, while also identifying putative host genetic markers associated with significant differences in the abundance of several prevalent microbiome features. Nature Publishing Group UK 2020-06-23 /pmc/articles/PMC7311463/ /pubmed/32576852 http://dx.doi.org/10.1038/s41598-020-66791-3 Text en © The Author(s) 2020 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Bergamaschi, Matteo
Maltecca, Christian
Schillebeeckx, Constantino
McNulty, Nathan P.
Schwab, Clint
Shull, Caleb
Fix, Justin
Tiezzi, Francesco
Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters
title Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters
title_full Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters
title_fullStr Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters
title_full_unstemmed Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters
title_short Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters
title_sort heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311463/
https://www.ncbi.nlm.nih.gov/pubmed/32576852
http://dx.doi.org/10.1038/s41598-020-66791-3
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