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Host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth
BACKGROUND: In pigs, gut bacteria have been shown to play important roles in nutritional, physiological, and immunological processes in the host. However, the contribution of their metagenomes or part of them, which are normally reflected by fragments of 16S rRNA-encoding genes, has yet to be fully...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5755158/ https://www.ncbi.nlm.nih.gov/pubmed/29301569 http://dx.doi.org/10.1186/s40168-017-0384-1 |
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author | Lu, Duc Tiezzi, Francesco Schillebeeckx, Constantino McNulty, Nathan P. Schwab, Clint Shull, Caleb Maltecca, Christian |
author_facet | Lu, Duc Tiezzi, Francesco Schillebeeckx, Constantino McNulty, Nathan P. Schwab, Clint Shull, Caleb Maltecca, Christian |
author_sort | Lu, Duc |
collection | PubMed |
description | BACKGROUND: In pigs, gut bacteria have been shown to play important roles in nutritional, physiological, and immunological processes in the host. However, the contribution of their metagenomes or part of them, which are normally reflected by fragments of 16S rRNA-encoding genes, has yet to be fully investigated. RESULTS: Fecal samples, collected from a population of crossbred pigs at three time points, including weaning, week 15 post weaning (hereafter “week 15”), and end-of-feeding test (hereafter “off-test”), were used to evaluate changes in the composition of the fecal microbiome of each animal over time. This study used 1205, 1295, and 1283 samples collected at weaning, week 15, and off-test, respectively. There were 1039 animals that had samples collected at all three time points and also had phenotypic records on back fat thickness (BF) and average daily body weight gain (ADG). Firmicutes and Bacteroidetes were the most abundant phyla at all three time points. The most abundant genera at all three time points included Clostridium, Escherichia, Bacteroides, Prevotella, Ruminococcus, Fusobacterium, Campylobacter, Eubacterium, and Lactobacillus. Two enterotypes were identified at each time point. However, only enterotypes at week 15 and off-test were significantly associated with BF. We report herein two novel findings: (i) alpha diversity and operational taxonomic unit (OTU) richness were moderately heritable at week 15, h(2) of 0.15 ± 0.06 to 0.16 ± 0.07 and 0.23 ± 0.09 to 0.26 ± 0.08, respectively, as well as at off-test, h(2) of 0.20 ± 0.09 to 0.33 ± 0.10 and 0.17 ± 0.08 to 0.24 ± 0.08, respectively, whereas very low heritability estimates for both measures were detected at weaning; and (ii) alpha diversity at week 15 had strong and negative genetic correlations with BF, − 0.53 ± 0.23 to − 0.45 ± 0.25, as well as with ADG, − 0.53 ± 0.32 to − 0.53 ± 0.29. CONCLUSIONS: These results are important for efforts to genetically improve the domesticated pig because they suggest fecal microbiota diversity can be used as an indicator trait to improve traits that are expensive to measure. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-017-0384-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5755158 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-57551582018-01-08 Host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth Lu, Duc Tiezzi, Francesco Schillebeeckx, Constantino McNulty, Nathan P. Schwab, Clint Shull, Caleb Maltecca, Christian Microbiome Research BACKGROUND: In pigs, gut bacteria have been shown to play important roles in nutritional, physiological, and immunological processes in the host. However, the contribution of their metagenomes or part of them, which are normally reflected by fragments of 16S rRNA-encoding genes, has yet to be fully investigated. RESULTS: Fecal samples, collected from a population of crossbred pigs at three time points, including weaning, week 15 post weaning (hereafter “week 15”), and end-of-feeding test (hereafter “off-test”), were used to evaluate changes in the composition of the fecal microbiome of each animal over time. This study used 1205, 1295, and 1283 samples collected at weaning, week 15, and off-test, respectively. There were 1039 animals that had samples collected at all three time points and also had phenotypic records on back fat thickness (BF) and average daily body weight gain (ADG). Firmicutes and Bacteroidetes were the most abundant phyla at all three time points. The most abundant genera at all three time points included Clostridium, Escherichia, Bacteroides, Prevotella, Ruminococcus, Fusobacterium, Campylobacter, Eubacterium, and Lactobacillus. Two enterotypes were identified at each time point. However, only enterotypes at week 15 and off-test were significantly associated with BF. We report herein two novel findings: (i) alpha diversity and operational taxonomic unit (OTU) richness were moderately heritable at week 15, h(2) of 0.15 ± 0.06 to 0.16 ± 0.07 and 0.23 ± 0.09 to 0.26 ± 0.08, respectively, as well as at off-test, h(2) of 0.20 ± 0.09 to 0.33 ± 0.10 and 0.17 ± 0.08 to 0.24 ± 0.08, respectively, whereas very low heritability estimates for both measures were detected at weaning; and (ii) alpha diversity at week 15 had strong and negative genetic correlations with BF, − 0.53 ± 0.23 to − 0.45 ± 0.25, as well as with ADG, − 0.53 ± 0.32 to − 0.53 ± 0.29. CONCLUSIONS: These results are important for efforts to genetically improve the domesticated pig because they suggest fecal microbiota diversity can be used as an indicator trait to improve traits that are expensive to measure. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-017-0384-1) contains supplementary material, which is available to authorized users. BioMed Central 2018-01-04 /pmc/articles/PMC5755158/ /pubmed/29301569 http://dx.doi.org/10.1186/s40168-017-0384-1 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Lu, Duc Tiezzi, Francesco Schillebeeckx, Constantino McNulty, Nathan P. Schwab, Clint Shull, Caleb Maltecca, Christian Host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth |
title | Host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth |
title_full | Host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth |
title_fullStr | Host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth |
title_full_unstemmed | Host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth |
title_short | Host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth |
title_sort | host contributes to longitudinal diversity of fecal microbiota in swine selected for lean growth |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5755158/ https://www.ncbi.nlm.nih.gov/pubmed/29301569 http://dx.doi.org/10.1186/s40168-017-0384-1 |
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